Run: 0 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.041 0.584 0.482 0.528 a = climbing down 0.213 0.364 0.799 0.500 b = climbing up 0.000 1.000 0.823 0.903 c = jumping 0.012 0.934 0.974 0.954 d = lying 0.091 0.572 0.594 0.583 e = sitting 0.075 0.440 0.389 0.413 f = standing 0.006 0.967 0.940 0.953 g = running 0.003 0.846 0.097 0.174 h = walking ------------------------------------------------------- 0.061 0.688 0.620 0.598 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.788 0.959 0.865 a = climbing down 0.162 0.123 0.726 0.211 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.037 0.817 0.791 0.804 d = lying 0.038 0.840 0.948 0.891 e = sitting 0.034 0.819 0.733 0.774 f = standing 0.000 1.000 0.998 0.999 g = running 0.001 0.500 0.006 0.013 h = walking ------------------------------------------------------- 0.030 0.762 0.715 0.687 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.907 0.962 0.934 a = climbing down 0.062 0.689 0.871 0.770 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.018 0.903 0.959 0.930 d = lying 0.052 0.667 0.655 0.661 e = sitting 0.063 0.601 0.683 0.639 f = standing 0.000 0.998 0.861 0.924 g = running 0.012 0.916 0.683 0.782 h = walking ------------------------------------------------------- 0.029 0.826 0.811 0.813 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.805 0.720 0.760 a = climbing down 0.156 0.525 0.951 0.677 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.002 0.986 0.796 0.880 d = lying 0.122 0.447 0.846 0.585 e = sitting 0.051 0.616 0.569 0.592 f = standing 0.001 0.997 0.676 0.806 g = running 0.012 0.571 0.114 0.190 h = walking ------------------------------------------------------- 0.049 0.738 0.678 0.664 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.104 0.503 0.929 0.652 a = climbing down 0.025 0.813 0.714 0.760 b = climbing up 0.000 0.984 0.834 0.903 c = jumping 0.033 0.769 0.720 0.744 d = lying 0.050 0.714 0.925 0.806 e = sitting 0.052 0.650 0.671 0.660 f = standing 0.004 0.985 0.855 0.916 g = running 0.026 0.687 0.353 0.466 h = walking ------------------------------------------------------- 0.035 0.769 0.742 0.738 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.063 0.664 0.914 0.769 a = climbing down 0.046 0.680 0.669 0.674 b = climbing up 0.000 0.983 0.926 0.954 c = jumping 0.041 0.784 0.842 0.812 d = lying 0.034 0.808 0.890 0.847 e = sitting 0.044 0.707 0.591 0.644 f = standing 0.001 0.994 0.998 0.996 g = running 0.021 0.802 0.546 0.650 h = walking ------------------------------------------------------- 0.034 0.788 0.784 0.779 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.114 0.421 0.631 0.505 a = climbing down 0.043 0.659 0.492 0.564 b = climbing up 0.001 0.962 0.977 0.969 c = jumping 0.040 0.754 0.871 0.808 d = lying 0.068 0.500 0.465 0.482 e = sitting 0.085 0.538 0.554 0.546 f = standing 0.001 0.997 0.912 0.953 g = running 0.055 0.617 0.523 0.566 h = walking ------------------------------------------------------- 0.054 0.663 0.648 0.649 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.767 0.741 0.754 a = climbing down 0.186 0.494 0.601 0.542 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.089 0.610 0.899 0.727 d = lying 0.020 0.722 0.500 0.591 e = sitting 0.136 0.369 0.479 0.417 f = standing 0.025 0.861 0.915 0.887 g = running 0.018 0.562 0.133 0.215 h = walking ------------------------------------------------------- 0.062 0.548 0.533 0.517 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.687 0.804 a = climbing down 0.047 0.732 0.860 0.791 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.008 0.952 0.982 0.967 d = lying 0.043 0.738 0.728 0.733 e = sitting 0.056 0.679 0.732 0.704 f = standing 0.000 0.999 0.929 0.962 g = running 0.027 0.841 0.890 0.865 h = walking ------------------------------------------------------- 0.025 0.851 0.842 0.843 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.046 0.633 0.910 0.747 a = climbing down 0.048 0.614 0.609 0.612 b = climbing up 0.000 0.889 0.131 0.229 c = jumping 0.091 0.386 0.314 0.346 d = lying 0.123 0.465 0.552 0.505 e = sitting 0.109 0.359 0.378 0.368 f = standing 0.026 0.882 0.966 0.922 g = running 0.004 0.975 0.744 0.844 h = walking ------------------------------------------------------- 0.063 0.630 0.616 0.610 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.859 0.732 0.791 a = climbing down 0.038 0.634 0.389 0.482 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.002 0.973 0.362 0.527 d = lying 0.087 0.525 0.670 0.588 e = sitting 0.139 0.435 0.610 0.508 f = standing 0.003 0.983 0.993 0.988 g = running 0.103 0.592 0.903 0.715 h = walking ------------------------------------------------------- 0.054 0.722 0.667 0.661 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.929 0.425 0.584 a = climbing down 0.217 0.398 0.948 0.561 b = climbing up 0.001 0.928 0.768 0.840 c = jumping 0.002 0.991 0.964 0.978 d = lying 0.119 0.519 0.850 0.645 e = sitting 0.026 0.639 0.270 0.380 f = standing 0.006 0.965 0.991 0.978 g = running 0.014 0.690 0.171 0.275 h = walking ------------------------------------------------------- 0.052 0.742 0.662 0.636 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.844 0.664 0.743 a = climbing down 0.166 0.491 0.867 0.627 b = climbing up 0.000 0.989 0.974 0.982 c = jumping 0.002 0.990 0.872 0.928 d = lying 0.145 0.408 0.832 0.547 e = sitting 0.036 0.536 0.199 0.290 f = standing 0.013 0.930 0.998 0.963 g = running 0.018 0.656 0.210 0.318 h = walking ------------------------------------------------------- 0.054 0.702 0.661 0.634 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.207 0.233 0.932 0.373 a = climbing down 0.058 0.524 0.411 0.461 b = climbing up 0.000 0.994 0.976 0.985 c = jumping 0.013 0.934 0.971 0.952 d = lying 0.094 0.610 0.831 0.703 e = sitting 0.034 0.685 0.413 0.515 f = standing 0.009 0.948 0.993 0.970 g = running 0.001 0.286 0.002 0.003 h = walking ------------------------------------------------------- 0.044 0.642 0.627 0.588 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.744 0.836 0.787 a = climbing down 0.083 0.600 0.751 0.667 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.020 0.892 0.921 0.906 d = lying 0.043 0.731 0.699 0.714 e = sitting 0.055 0.661 0.664 0.662 f = standing 0.001 0.995 0.991 0.993 g = running 0.012 0.892 0.605 0.721 h = walking ------------------------------------------------------- 0.034 0.799 0.787 0.787 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.889 0.790 a = climbing down 0.037 0.765 0.772 0.769 b = climbing up 0.000 0.977 0.884 0.929 c = jumping 0.025 0.871 0.972 0.919 d = lying 0.085 0.524 0.470 0.495 e = sitting 0.085 0.400 0.393 0.397 f = standing 0.004 0.976 0.983 0.980 g = running 0.020 0.864 0.714 0.782 h = walking ------------------------------------------------------- 0.042 0.739 0.741 0.737 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.852 0.947 0.897 a = climbing down 0.048 0.326 0.763 0.457 b = climbing up 0.001 0.974 0.987 0.981 c = jumping 0.104 0.692 0.986 0.813 d = lying 0.001 0.995 0.975 0.985 e = sitting 0.007 0.933 0.500 0.652 f = standing 0.000 0.997 0.995 0.996 g = running 0.005 0.966 0.667 0.789 h = walking ------------------------------------------------------- 0.027 0.881 0.834 0.834 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.874 0.972 0.920 a = climbing down 0.041 0.758 0.842 0.798 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.014 0.921 0.975 0.947 d = lying 0.047 0.755 0.934 0.835 e = sitting 0.013 0.907 0.785 0.842 f = standing 0.000 0.999 0.865 0.927 g = running 0.012 0.924 0.781 0.847 h = walking ------------------------------------------------------- 0.019 0.886 0.876 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.698 0.679 0.689 a = climbing down 0.159 0.516 0.936 0.665 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.005 0.947 0.556 0.701 d = lying 0.080 0.568 0.910 0.700 e = sitting 0.067 0.583 0.658 0.618 f = standing 0.003 0.986 0.855 0.916 g = running 0.004 0.740 0.083 0.149 h = walking ------------------------------------------------------- 0.049 0.745 0.685 0.660 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.141 0.449 0.936 0.607 a = climbing down 0.020 0.829 0.699 0.759 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.026 0.834 0.796 0.815 d = lying 0.052 0.694 0.919 0.790 e = sitting 0.039 0.711 0.684 0.697 f = standing 0.002 0.992 0.873 0.929 g = running 0.038 0.353 0.120 0.179 h = walking ------------------------------------------------------- 0.038 0.728 0.720 0.703 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.057 0.686 0.918 0.786 a = climbing down 0.053 0.629 0.622 0.626 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.063 0.695 0.791 0.740 d = lying 0.039 0.802 0.970 0.878 e = sitting 0.027 0.767 0.510 0.613 f = standing 0.000 0.998 0.989 0.993 g = running 0.027 0.758 0.548 0.636 h = walking ------------------------------------------------------- 0.036 0.774 0.770 0.762 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.024 0.800 0.759 0.779 a = climbing down 0.175 0.428 0.820 0.562 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.019 0.879 0.784 0.829 d = lying 0.055 0.685 0.859 0.762 e = sitting 0.057 0.636 0.580 0.607 f = standing 0.002 0.991 0.982 0.987 g = running 0.018 0.406 0.072 0.122 h = walking ------------------------------------------------------- 0.048 0.701 0.698 0.672 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.761 0.928 0.836 a = climbing down 0.127 0.517 0.459 0.486 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.076 0.513 0.536 0.524 d = lying 0.022 0.820 0.974 0.890 e = sitting 0.132 0.438 0.631 0.517 f = standing 0.033 0.825 0.966 0.890 g = running 0.017 0.777 0.343 0.476 h = walking ------------------------------------------------------- 0.070 0.650 0.631 0.612 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.984 0.477 0.642 a = climbing down 0.058 0.617 0.677 0.646 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.013 0.931 0.975 0.952 d = lying 0.017 0.905 0.922 0.914 e = sitting 0.023 0.830 0.869 0.849 f = standing 0.000 0.998 0.890 0.941 g = running 0.063 0.728 0.982 0.836 h = walking ------------------------------------------------------- 0.023 0.867 0.848 0.844 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.800 0.764 0.782 a = climbing down 0.028 0.698 0.514 0.592 b = climbing up 0.000 1.000 0.525 0.688 c = jumping 0.014 0.880 0.541 0.670 d = lying 0.032 0.754 0.498 0.600 e = sitting 0.154 0.482 0.888 0.625 f = standing 0.014 0.931 0.980 0.955 g = running 0.051 0.781 0.943 0.854 h = walking ------------------------------------------------------- 0.044 0.773 0.734 0.730 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.692 0.784 a = climbing down 0.047 0.757 0.808 0.781 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.012 0.765 0.241 0.367 d = lying 0.049 0.739 0.927 0.822 e = sitting 0.113 0.458 0.706 0.556 f = standing 0.002 0.988 0.987 0.987 g = running 0.045 0.773 0.884 0.824 h = walking ------------------------------------------------------- 0.037 0.783 0.758 0.744 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.629 0.759 a = climbing down 0.071 0.647 0.863 0.739 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.009 0.946 0.883 0.914 d = lying 0.046 0.735 0.842 0.785 e = sitting 0.039 0.745 0.678 0.710 f = standing 0.007 0.964 0.999 0.981 g = running 0.034 0.809 0.796 0.803 h = walking ------------------------------------------------------- 0.029 0.834 0.819 0.820 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.872 0.729 0.794 a = climbing down 0.125 0.498 0.727 0.591 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.984 0.638 0.774 d = lying 0.128 0.473 0.925 0.626 e = sitting 0.076 0.401 0.279 0.329 f = standing 0.001 0.995 0.999 0.997 g = running 0.046 0.573 0.368 0.448 h = walking ------------------------------------------------------- 0.052 0.698 0.662 0.658 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.173 0.234 0.772 0.359 a = climbing down 0.084 0.352 0.306 0.328 b = climbing up 0.006 0.806 0.983 0.886 c = jumping 0.031 0.854 0.941 0.896 d = lying 0.011 0.939 0.958 0.949 e = sitting 0.013 0.915 0.787 0.846 f = standing 0.028 0.863 1.000 0.927 g = running 0.003 0.832 0.072 0.133 h = walking ------------------------------------------------------- 0.035 0.768 0.687 0.661 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.856 0.743 0.795 a = climbing down 0.190 0.428 0.909 0.582 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.014 0.919 0.903 0.911 d = lying 0.037 0.793 0.831 0.812 e = sitting 0.034 0.780 0.755 0.767 f = standing 0.001 0.993 0.997 0.995 g = running 0.006 0.358 0.020 0.038 h = walking ------------------------------------------------------- 0.041 0.740 0.743 0.707 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.772 0.516 0.619 a = climbing down 0.215 0.423 0.959 0.587 b = climbing up 0.000 0.989 0.619 0.762 c = jumping 0.012 0.921 0.757 0.831 d = lying 0.079 0.315 0.286 0.300 e = sitting 0.128 0.368 0.457 0.408 f = standing 0.022 0.885 0.923 0.903 g = running 0.006 0.775 0.105 0.184 h = walking ------------------------------------------------------- 0.066 0.661 0.584 0.562 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.839 0.946 0.889 a = climbing down 0.026 0.390 0.543 0.454 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.051 0.809 0.917 0.859 d = lying 0.016 0.926 0.974 0.949 e = sitting 0.018 0.886 0.687 0.774 f = standing 0.003 0.974 1.000 0.987 g = running 0.013 0.928 0.779 0.847 h = walking ------------------------------------------------------- 0.023 0.876 0.866 0.866 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.951 0.942 a = climbing down 0.069 0.671 0.915 0.774 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.052 0.749 0.929 0.830 d = lying 0.026 0.854 0.972 0.909 e = sitting 0.013 0.895 0.660 0.760 f = standing 0.002 0.990 0.887 0.936 g = running 0.011 0.920 0.638 0.754 h = walking ------------------------------------------------------- 0.025 0.865 0.846 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.090 0.439 0.459 0.449 a = climbing down 0.088 0.576 0.664 0.617 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.029 0.833 0.868 0.850 d = lying 0.075 0.598 0.961 0.738 e = sitting 0.038 0.685 0.579 0.628 f = standing 0.001 0.996 0.625 0.768 g = running 0.042 0.706 0.682 0.694 h = walking ------------------------------------------------------- 0.048 0.717 0.685 0.687 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.098 0.527 0.916 0.669 a = climbing down 0.015 0.862 0.642 0.736 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.058 0.660 0.745 0.700 d = lying 0.085 0.611 0.969 0.749 e = sitting 0.039 0.679 0.547 0.606 f = standing 0.002 0.990 0.702 0.821 g = running 0.048 0.590 0.416 0.488 h = walking ------------------------------------------------------- 0.043 0.737 0.697 0.696 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.671 0.865 0.756 a = climbing down 0.093 0.495 0.626 0.552 b = climbing up 0.000 0.500 0.333 0.400 c = jumping 0.061 0.708 0.753 0.730 d = lying 0.016 0.899 0.947 0.922 e = sitting 0.050 0.667 0.586 0.624 f = standing 0.000 0.998 0.999 0.999 g = running 0.028 0.664 0.339 0.449 h = walking ------------------------------------------------------- 0.043 0.737 0.734 0.725 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.033 0.727 0.710 0.718 a = climbing down 0.122 0.511 0.803 0.624 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.028 0.834 0.736 0.782 d = lying 0.023 0.805 0.694 0.745 e = sitting 0.088 0.593 0.756 0.664 f = standing 0.001 0.993 0.962 0.977 g = running 0.022 0.726 0.352 0.474 h = walking ------------------------------------------------------- 0.044 0.753 0.726 0.723 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.124 0.452 0.943 0.611 a = climbing down 0.088 0.604 0.456 0.519 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.074 0.548 0.557 0.552 d = lying 0.016 0.854 0.894 0.874 e = sitting 0.128 0.421 0.578 0.487 f = standing 0.048 0.765 0.957 0.850 g = running 0.010 0.613 0.092 0.159 h = walking ------------------------------------------------------- 0.061 0.532 0.560 0.507 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.974 0.664 0.790 a = climbing down 0.028 0.778 0.742 0.759 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.008 0.957 0.968 0.962 d = lying 0.031 0.807 0.907 0.854 e = sitting 0.021 0.868 0.833 0.850 f = standing 0.001 0.997 0.929 0.962 g = running 0.062 0.714 0.925 0.806 h = walking ------------------------------------------------------- 0.021 0.880 0.868 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.747 0.869 0.803 a = climbing down 0.009 0.864 0.455 0.596 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.054 0.684 0.584 0.630 d = lying 0.033 0.783 0.611 0.687 e = sitting 0.120 0.487 0.704 0.575 f = standing 0.004 0.981 0.997 0.989 g = running 0.051 0.783 0.964 0.864 h = walking ------------------------------------------------------- 0.043 0.768 0.747 0.744 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.843 0.605 0.704 a = climbing down 0.050 0.702 0.689 0.696 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.021 0.805 0.506 0.622 d = lying 0.036 0.769 0.834 0.800 e = sitting 0.103 0.531 0.692 0.601 f = standing 0.003 0.983 0.992 0.987 g = running 0.069 0.674 0.855 0.754 h = walking ------------------------------------------------------- 0.042 0.763 0.745 0.743 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.809 0.743 0.775 a = climbing down 0.157 0.463 0.892 0.609 b = climbing up 0.000 1.000 0.851 0.920 c = jumping 0.010 0.941 0.909 0.925 d = lying 0.070 0.622 0.764 0.685 e = sitting 0.051 0.647 0.545 0.592 f = standing 0.005 0.973 0.999 0.986 g = running 0.004 0.908 0.230 0.367 h = walking ------------------------------------------------------- 0.043 0.780 0.723 0.710 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.868 0.581 0.696 a = climbing down 0.195 0.427 0.929 0.585 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.006 0.959 0.679 0.795 d = lying 0.121 0.467 0.863 0.606 e = sitting 0.069 0.473 0.297 0.365 f = standing 0.023 0.889 1.000 0.941 g = running 0.005 0.717 0.083 0.149 h = walking ------------------------------------------------------- 0.058 0.696 0.629 0.597 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.251 0.204 0.932 0.334 a = climbing down 0.021 0.531 0.159 0.245 b = climbing up 0.001 0.960 0.988 0.974 c = jumping 0.018 0.912 0.949 0.930 d = lying 0.125 0.569 0.983 0.721 e = sitting 0.008 0.848 0.230 0.362 f = standing 0.007 0.963 0.998 0.980 g = running 0.027 0.188 0.030 0.052 h = walking ------------------------------------------------------- 0.047 0.641 0.589 0.542 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.798 0.815 a = climbing down 0.099 0.585 0.845 0.692 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.091 0.648 0.828 0.727 d = lying 0.012 0.789 0.325 0.461 e = sitting 0.115 0.437 0.513 0.472 f = standing 0.000 0.998 0.986 0.991 g = running 0.015 0.860 0.529 0.655 h = walking ------------------------------------------------------- 0.052 0.735 0.702 0.695 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.747 0.834 a = climbing down 0.039 0.743 0.711 0.727 b = climbing up 0.000 1.000 0.766 0.868 c = jumping 0.015 0.648 0.147 0.240 d = lying 0.096 0.469 0.517 0.492 e = sitting 0.216 0.215 0.374 0.273 f = standing 0.005 0.970 0.997 0.983 g = running 0.054 0.753 0.913 0.825 h = walking ------------------------------------------------------- 0.060 0.680 0.629 0.624 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.023 0.871 0.964 0.915 a = climbing down 0.101 0.192 0.780 0.308 b = climbing up 0.000 0.981 1.000 0.990 c = jumping 0.002 0.993 0.987 0.990 d = lying 0.008 0.958 0.894 0.925 e = sitting 0.024 0.889 0.953 0.920 f = standing 0.000 0.998 0.995 0.997 g = running 0.004 0.953 0.383 0.546 h = walking ------------------------------------------------------- 0.013 0.922 0.851 0.859 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.972 0.940 a = climbing down 0.017 0.875 0.768 0.818 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.019 0.898 0.987 0.940 d = lying 0.035 0.799 0.899 0.846 e = sitting 0.015 0.893 0.756 0.819 f = standing 0.002 0.990 0.934 0.962 g = running 0.029 0.853 0.908 0.880 h = walking ------------------------------------------------------- 0.018 0.893 0.891 0.889 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.145 0.396 0.616 0.482 a = climbing down 0.164 0.438 0.702 0.539 b = climbing up 0.005 0.713 0.944 0.812 c = jumping 0.005 0.958 0.708 0.814 d = lying 0.121 0.372 0.614 0.463 e = sitting 0.134 0.316 0.480 0.381 f = standing 0.001 0.986 0.262 0.414 g = running 0.019 0.204 0.032 0.056 h = walking ------------------------------------------------------- 0.076 0.575 0.482 0.461 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.069 0.609 0.929 0.736 a = climbing down 0.016 0.868 0.737 0.797 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.075 0.619 0.823 0.706 d = lying 0.052 0.712 0.912 0.800 e = sitting 0.040 0.663 0.508 0.576 f = standing 0.002 0.990 0.794 0.881 g = running 0.033 0.741 0.562 0.639 h = walking ------------------------------------------------------- 0.036 0.774 0.749 0.749 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.753 0.904 0.822 a = climbing down 0.055 0.664 0.781 0.718 b = climbing up 0.002 0.891 0.943 0.916 c = jumping 0.019 0.901 0.939 0.920 d = lying 0.019 0.876 0.844 0.860 e = sitting 0.036 0.796 0.788 0.792 f = standing 0.001 0.993 0.989 0.991 g = running 0.020 0.813 0.546 0.653 h = walking ------------------------------------------------------- 0.025 0.839 0.835 0.832 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.884 0.805 0.843 a = climbing down 0.021 0.614 0.208 0.310 b = climbing up 0.000 0.992 0.969 0.980 c = jumping 0.024 0.877 0.888 0.883 d = lying 0.050 0.572 0.475 0.519 e = sitting 0.091 0.512 0.597 0.551 f = standing 0.001 0.994 0.969 0.981 g = running 0.131 0.547 0.929 0.688 h = walking ------------------------------------------------------- 0.046 0.727 0.715 0.699 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.891 0.736 0.806 a = climbing down 0.181 0.516 0.680 0.587 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.041 0.660 0.425 0.517 d = lying 0.035 0.689 0.791 0.737 e = sitting 0.154 0.429 0.739 0.543 f = standing 0.027 0.847 0.973 0.906 g = running 0.010 0.764 0.194 0.309 h = walking ------------------------------------------------------- 0.076 0.669 0.619 0.596 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.000 1.000 0.102 0.184 a = climbing down 0.273 0.343 0.986 0.509 b = climbing up 0.000 1.000 0.684 0.812 c = jumping 0.009 0.944 0.976 0.960 d = lying 0.070 0.585 0.595 0.590 e = sitting 0.072 0.584 0.621 0.602 f = standing 0.008 0.953 0.712 0.815 g = running 0.020 0.510 0.129 0.206 h = walking ------------------------------------------------------- 0.060 0.714 0.607 0.583 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.044 0.659 0.962 0.782 a = climbing down 0.006 0.705 0.133 0.223 b = climbing up 0.000 1.000 0.077 0.142 c = jumping 0.010 0.942 0.796 0.863 d = lying 0.057 0.329 0.144 0.200 e = sitting 0.179 0.425 0.812 0.558 f = standing 0.027 0.877 0.957 0.915 g = running 0.078 0.670 0.820 0.738 h = walking ------------------------------------------------------- 0.057 0.671 0.657 0.617 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.874 0.656 0.750 a = climbing down 0.045 0.638 0.515 0.570 b = climbing up 0.000 1.000 0.694 0.819 c = jumping 0.008 0.959 0.927 0.943 d = lying 0.071 0.623 0.824 0.710 e = sitting 0.034 0.757 0.578 0.655 f = standing 0.008 0.956 0.997 0.976 g = running 0.082 0.642 0.892 0.747 h = walking ------------------------------------------------------- 0.035 0.789 0.776 0.773 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.829 0.852 0.840 a = climbing down 0.115 0.548 0.886 0.677 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.001 0.996 0.967 0.981 d = lying 0.129 0.530 0.926 0.674 e = sitting 0.016 0.643 0.185 0.287 f = standing 0.010 0.948 0.999 0.973 g = running 0.006 0.928 0.407 0.566 h = walking ------------------------------------------------------- 0.040 0.788 0.743 0.718 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.847 0.526 0.649 a = climbing down 0.214 0.451 0.889 0.598 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.987 0.971 0.979 d = lying 0.099 0.497 0.769 0.604 e = sitting 0.032 0.565 0.279 0.373 f = standing 0.007 0.963 1.000 0.981 g = running 0.016 0.495 0.092 0.156 h = walking ------------------------------------------------------- 0.056 0.698 0.674 0.640 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.265 0.194 0.938 0.321 a = climbing down 0.027 0.615 0.267 0.373 b = climbing up 0.008 0.699 0.963 0.810 c = jumping 0.001 0.996 0.817 0.897 d = lying 0.032 0.762 0.553 0.641 e = sitting 0.113 0.528 0.809 0.639 f = standing 0.003 0.984 0.956 0.970 g = running 0.003 0.579 0.017 0.033 h = walking ------------------------------------------------------- 0.042 0.713 0.591 0.572 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.883 0.853 0.868 a = climbing down 0.041 0.762 0.868 0.812 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.034 0.830 0.974 0.897 d = lying 0.056 0.652 0.615 0.633 e = sitting 0.055 0.644 0.572 0.606 f = standing 0.000 0.998 0.989 0.994 g = running 0.010 0.934 0.847 0.888 h = walking ------------------------------------------------------- 0.029 0.819 0.820 0.817 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.013 0.845 0.562 0.675 a = climbing down 0.085 0.624 0.902 0.738 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.013 0.929 0.948 0.938 d = lying 0.069 0.554 0.467 0.507 e = sitting 0.097 0.445 0.503 0.472 f = standing 0.005 0.971 0.930 0.950 g = running 0.021 0.869 0.798 0.832 h = walking ------------------------------------------------------- 0.042 0.755 0.740 0.740 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.075 0.668 0.956 0.787 a = climbing down 0.110 0.174 0.758 0.283 b = climbing up 0.027 0.473 0.980 0.638 c = jumping 0.010 0.957 0.952 0.955 d = lying 0.041 0.827 0.950 0.884 e = sitting 0.005 0.968 0.778 0.863 f = standing 0.009 0.904 0.734 0.810 g = running 0.001 0.941 0.101 0.182 h = walking ------------------------------------------------------- 0.025 0.855 0.747 0.727 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.950 0.975 0.962 a = climbing down 0.030 0.803 0.807 0.805 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.067 0.697 0.928 0.796 d = lying 0.038 0.791 0.961 0.867 e = sitting 0.016 0.863 0.584 0.697 f = standing 0.000 0.998 0.810 0.894 g = running 0.029 0.846 0.846 0.846 h = walking ------------------------------------------------------- 0.026 0.854 0.840 0.838 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.661 0.730 0.694 a = climbing down 0.068 0.708 0.920 0.800 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.024 0.856 0.846 0.851 d = lying 0.080 0.576 0.937 0.713 e = sitting 0.029 0.759 0.641 0.695 f = standing 0.000 0.999 0.733 0.845 g = running 0.007 0.919 0.570 0.703 h = walking ------------------------------------------------------- 0.034 0.806 0.770 0.771 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.047 0.682 0.867 0.763 a = climbing down 0.020 0.834 0.748 0.789 b = climbing up 0.000 0.993 0.907 0.948 c = jumping 0.029 0.812 0.813 0.812 d = lying 0.083 0.601 0.921 0.728 e = sitting 0.042 0.733 0.774 0.753 f = standing 0.002 0.990 0.680 0.806 g = running 0.040 0.735 0.682 0.707 h = walking ------------------------------------------------------- 0.032 0.801 0.770 0.773 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.785 0.883 0.831 a = climbing down 0.071 0.554 0.625 0.587 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.027 0.860 0.851 0.855 d = lying 0.027 0.800 0.668 0.728 e = sitting 0.078 0.618 0.716 0.663 f = standing 0.001 0.994 0.995 0.995 g = running 0.039 0.675 0.523 0.590 h = walking ------------------------------------------------------- 0.038 0.768 0.763 0.762 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.749 0.808 a = climbing down 0.085 0.627 0.889 0.736 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.019 0.866 0.732 0.793 d = lying 0.038 0.705 0.639 0.670 e = sitting 0.091 0.579 0.729 0.646 f = standing 0.002 0.991 0.957 0.974 g = running 0.019 0.856 0.627 0.724 h = walking ------------------------------------------------------- 0.037 0.794 0.770 0.773 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.126 0.456 0.952 0.617 a = climbing down 0.072 0.678 0.509 0.581 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.098 0.532 0.808 0.641 d = lying 0.054 0.572 0.693 0.626 e = sitting 0.098 0.269 0.220 0.242 f = standing 0.024 0.871 0.963 0.915 g = running 0.023 0.600 0.194 0.293 h = walking ------------------------------------------------------- 0.067 0.593 0.572 0.541 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.023 0.819 0.849 0.834 a = climbing down 0.030 0.762 0.728 0.744 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.017 0.908 0.982 0.944 d = lying 0.013 0.889 0.630 0.737 e = sitting 0.068 0.680 0.872 0.764 f = standing 0.000 0.999 0.925 0.961 g = running 0.026 0.848 0.875 0.862 h = walking ------------------------------------------------------- 0.024 0.856 0.846 0.846 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.938 0.791 0.858 a = climbing down 0.056 0.644 0.826 0.724 b = climbing up 0.000 1.000 0.552 0.711 c = jumping 0.057 0.684 0.633 0.657 d = lying 0.033 0.559 0.219 0.315 e = sitting 0.163 0.435 0.782 0.559 f = standing 0.018 0.914 0.989 0.950 g = running 0.020 0.882 0.766 0.820 h = walking ------------------------------------------------------- 0.050 0.722 0.698 0.687 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.876 0.740 0.802 a = climbing down 0.045 0.744 0.798 0.770 b = climbing up 0.000 0.992 0.812 0.893 c = jumping 0.007 0.942 0.627 0.753 d = lying 0.051 0.666 0.732 0.698 e = sitting 0.099 0.554 0.704 0.620 f = standing 0.005 0.975 0.995 0.985 g = running 0.034 0.805 0.864 0.834 h = walking ------------------------------------------------------- 0.036 0.802 0.780 0.783 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.912 0.777 0.839 a = climbing down 0.071 0.666 0.935 0.778 b = climbing up 0.000 1.000 0.827 0.906 c = jumping 0.006 0.965 0.981 0.973 d = lying 0.088 0.604 0.886 0.718 e = sitting 0.019 0.805 0.457 0.583 f = standing 0.006 0.969 1.000 0.984 g = running 0.009 0.933 0.703 0.802 h = walking ------------------------------------------------------- 0.028 0.845 0.819 0.816 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.587 0.728 a = climbing down 0.149 0.502 0.926 0.651 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.890 0.940 d = lying 0.146 0.443 0.935 0.601 e = sitting 0.027 0.554 0.174 0.265 f = standing 0.003 0.983 1.000 0.991 g = running 0.016 0.798 0.377 0.512 h = walking ------------------------------------------------------- 0.044 0.761 0.700 0.680 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.213 0.218 0.878 0.349 a = climbing down 0.014 0.640 0.165 0.262 b = climbing up 0.000 0.981 0.952 0.966 c = jumping 0.005 0.976 0.986 0.981 d = lying 0.094 0.636 0.923 0.753 e = sitting 0.015 0.853 0.469 0.605 f = standing 0.014 0.925 0.994 0.958 g = running 0.012 0.852 0.338 0.484 h = walking ------------------------------------------------------- 0.037 0.785 0.670 0.664 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.897 0.813 0.853 a = climbing down 0.034 0.776 0.804 0.790 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.036 0.822 0.940 0.877 d = lying 0.024 0.798 0.655 0.720 e = sitting 0.051 0.742 0.739 0.741 f = standing 0.001 0.996 1.000 0.998 g = running 0.025 0.862 0.897 0.879 h = walking ------------------------------------------------------- 0.026 0.845 0.845 0.843 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.144 0.394 0.777 0.523 a = climbing down 0.140 0.518 0.891 0.656 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.009 0.948 0.992 0.970 d = lying 0.069 0.532 0.399 0.456 e = sitting 0.107 0.406 0.514 0.453 f = standing 0.001 0.979 0.349 0.515 g = running 0.001 0.968 0.227 0.367 h = walking ------------------------------------------------------- 0.062 0.699 0.591 0.573 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.226 0.367 0.966 0.532 a = climbing down 0.021 0.765 0.489 0.597 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.057 0.691 0.783 0.734 d = lying 0.001 0.992 0.992 0.992 e = sitting 0.035 0.773 0.675 0.721 f = standing 0.004 0.977 0.998 0.987 g = running 0.002 0.250 0.003 0.007 h = walking ------------------------------------------------------- 0.044 0.699 0.697 0.659 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.897 0.916 0.906 a = climbing down 0.063 0.684 0.905 0.779 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.982 0.971 0.976 d = lying 0.041 0.786 0.944 0.858 e = sitting 0.011 0.910 0.843 0.875 f = standing 0.001 0.996 0.886 0.938 g = running 0.011 0.918 0.667 0.772 h = walking ------------------------------------------------------- 0.019 0.890 0.875 0.876 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.010 0.884 0.498 0.637 a = climbing down 0.139 0.563 0.979 0.714 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.002 0.989 0.860 0.920 d = lying 0.082 0.575 0.954 0.717 e = sitting 0.022 0.823 0.709 0.762 f = standing 0.002 0.992 0.758 0.859 g = running 0.014 0.857 0.590 0.699 h = walking ------------------------------------------------------- 0.036 0.829 0.766 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.201 0.339 0.847 0.484 a = climbing down 0.025 0.808 0.753 0.780 b = climbing up 0.003 0.405 0.113 0.176 c = jumping 0.016 0.869 0.652 0.745 d = lying 0.092 0.563 0.917 0.697 e = sitting 0.064 0.598 0.675 0.634 f = standing 0.018 0.917 0.700 0.794 g = running 0.009 0.107 0.006 0.011 h = walking ------------------------------------------------------- 0.051 0.625 0.623 0.594 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.812 0.867 a = climbing down 0.079 0.622 0.917 0.741 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.064 0.701 0.879 0.780 d = lying 0.021 0.878 0.952 0.914 e = sitting 0.022 0.807 0.536 0.644 f = standing 0.002 0.989 0.993 0.991 g = running 0.014 0.892 0.637 0.743 h = walking ------------------------------------------------------- 0.028 0.839 0.819 0.816 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.103 0.504 0.747 0.602 a = climbing down 0.032 0.788 0.739 0.763 b = climbing up 0.000 0.994 0.908 0.949 c = jumping 0.015 0.891 0.920 0.906 d = lying 0.032 0.789 0.787 0.788 e = sitting 0.040 0.761 0.746 0.753 f = standing 0.004 0.982 0.977 0.979 g = running 0.023 0.788 0.516 0.624 h = walking ------------------------------------------------------- 0.033 0.800 0.783 0.785 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.166 0.117 0.238 0.157 a = climbing down 0.224 0.388 0.458 0.420 b = climbing up 0.000 1.000 0.712 0.832 c = jumping 0.092 0.549 0.746 0.633 d = lying 0.063 0.611 0.943 0.742 e = sitting 0.068 0.627 0.666 0.646 f = standing 0.005 0.320 0.013 0.026 g = running 0.010 0.824 0.281 0.419 h = walking ------------------------------------------------------- 0.097 0.508 0.470 0.441 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.936 0.661 0.775 a = climbing down 0.051 0.697 0.850 0.766 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.010 0.944 0.978 0.961 d = lying 0.050 0.778 0.950 0.855 e = sitting 0.014 0.879 0.824 0.851 f = standing 0.000 0.998 0.787 0.880 g = running 0.029 0.845 0.920 0.881 h = walking ------------------------------------------------------- 0.022 0.876 0.861 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.817 0.849 a = climbing down 0.031 0.758 0.806 0.781 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.011 0.873 0.426 0.573 d = lying 0.028 0.814 0.651 0.723 e = sitting 0.150 0.473 0.856 0.610 f = standing 0.013 0.934 0.981 0.957 g = running 0.018 0.900 0.861 0.880 h = walking ------------------------------------------------------- 0.036 0.815 0.772 0.773 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.034 0.726 0.713 0.720 a = climbing down 0.081 0.571 0.620 0.595 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.003 0.938 0.305 0.460 d = lying 0.087 0.658 0.952 0.778 e = sitting 0.082 0.483 0.599 0.535 f = standing 0.002 0.987 0.924 0.954 g = running 0.072 0.631 0.626 0.629 h = walking ------------------------------------------------------- 0.051 0.725 0.689 0.680 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.859 0.725 0.786 a = climbing down 0.059 0.699 0.907 0.790 b = climbing up 0.000 0.982 0.907 0.943 c = jumping 0.005 0.973 0.974 0.973 d = lying 0.055 0.745 0.934 0.829 e = sitting 0.013 0.893 0.647 0.750 f = standing 0.005 0.973 0.997 0.985 g = running 0.014 0.911 0.780 0.841 h = walking ------------------------------------------------------- 0.023 0.871 0.858 0.857 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.925 0.642 0.758 a = climbing down 0.096 0.579 0.852 0.690 b = climbing up 0.000 0.995 0.969 0.981 c = jumping 0.004 0.973 0.933 0.953 d = lying 0.111 0.632 0.966 0.764 e = sitting 0.016 0.773 0.330 0.462 f = standing 0.001 0.992 0.992 0.992 g = running 0.034 0.763 0.598 0.671 h = walking ------------------------------------------------------- 0.040 0.802 0.772 0.761 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.324 0.653 0.433 a = climbing down 0.128 0.365 0.502 0.422 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.008 0.958 0.957 0.957 d = lying 0.011 0.945 0.965 0.955 e = sitting 0.010 0.941 0.912 0.926 f = standing 0.050 0.791 0.998 0.883 g = running 0.002 0.911 0.080 0.146 h = walking ------------------------------------------------------- 0.035 0.803 0.734 0.703 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.841 0.728 0.781 a = climbing down 0.168 0.444 0.881 0.590 b = climbing up 0.000 1.000 0.939 0.968 c = jumping 0.003 0.979 0.939 0.959 d = lying 0.031 0.809 0.805 0.807 e = sitting 0.037 0.773 0.820 0.796 f = standing 0.002 0.989 0.953 0.971 g = running 0.011 0.770 0.214 0.335 h = walking ------------------------------------------------------- 0.036 0.811 0.765 0.754 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.062 0.517 0.533 0.525 a = climbing down 0.150 0.522 0.942 0.672 b = climbing up 0.000 1.000 0.633 0.775 c = jumping 0.004 0.979 0.968 0.974 d = lying 0.102 0.307 0.372 0.336 e = sitting 0.083 0.477 0.390 0.429 f = standing 0.026 0.834 0.747 0.788 g = running 0.009 0.871 0.341 0.491 h = walking ------------------------------------------------------- 0.059 0.669 0.624 0.618 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.239 0.353 0.963 0.517 a = climbing down 0.007 0.891 0.420 0.571 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.052 0.662 0.634 0.648 d = lying 0.012 0.932 0.986 0.958 e = sitting 0.060 0.660 0.644 0.652 f = standing 0.005 0.971 0.998 0.985 g = running 0.006 0.571 0.044 0.082 h = walking ------------------------------------------------------- 0.049 0.731 0.668 0.638 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.035 0.758 0.855 0.804 a = climbing down 0.062 0.668 0.810 0.732 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.022 0.879 0.946 0.911 d = lying 0.015 0.905 0.909 0.907 e = sitting 0.019 0.856 0.831 0.843 f = standing 0.007 0.963 0.925 0.944 g = running 0.017 0.875 0.631 0.733 h = walking ------------------------------------------------------- 0.024 0.854 0.846 0.846 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.728 0.627 0.673 a = climbing down 0.102 0.635 0.974 0.769 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.003 0.980 0.888 0.932 d = lying 0.095 0.542 0.969 0.696 e = sitting 0.026 0.802 0.725 0.761 f = standing 0.001 0.995 0.653 0.788 g = running 0.011 0.875 0.526 0.657 h = walking ------------------------------------------------------- 0.036 0.814 0.761 0.762 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.149 0.408 0.872 0.556 a = climbing down 0.020 0.842 0.711 0.771 b = climbing up 0.000 1.000 0.156 0.270 c = jumping 0.033 0.766 0.720 0.742 d = lying 0.063 0.679 0.971 0.799 e = sitting 0.035 0.727 0.625 0.672 f = standing 0.021 0.919 0.860 0.888 g = running 0.031 0.482 0.167 0.248 h = walking ------------------------------------------------------- 0.044 0.719 0.692 0.675 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.758 0.824 0.790 a = climbing down 0.066 0.625 0.764 0.687 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.048 0.763 0.848 0.803 d = lying 0.014 0.893 0.829 0.860 e = sitting 0.050 0.688 0.655 0.671 f = standing 0.002 0.992 0.991 0.992 g = running 0.028 0.796 0.594 0.680 h = walking ------------------------------------------------------- 0.031 0.689 0.688 0.685 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.151 0.445 0.857 0.586 a = climbing down 0.021 0.830 0.643 0.725 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.026 0.816 0.823 0.820 d = lying 0.028 0.799 0.739 0.768 e = sitting 0.058 0.690 0.743 0.716 f = standing 0.003 0.986 0.964 0.975 g = running 0.018 0.744 0.314 0.441 h = walking ------------------------------------------------------- 0.040 0.774 0.735 0.732 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.146 0.336 0.803 0.474 a = climbing down 0.098 0.497 0.315 0.386 b = climbing up 0.000 1.000 0.096 0.175 c = jumping 0.063 0.666 0.825 0.737 d = lying 0.048 0.594 0.668 0.628 e = sitting 0.079 0.501 0.460 0.480 f = standing 0.080 0.636 0.844 0.725 g = running 0.010 0.850 0.322 0.467 h = walking ------------------------------------------------------- 0.073 0.597 0.550 0.532 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.962 0.650 0.776 a = climbing down 0.042 0.737 0.902 0.811 b = climbing up 0.000 0.988 0.949 0.968 c = jumping 0.009 0.945 0.979 0.962 d = lying 0.076 0.626 0.904 0.740 e = sitting 0.023 0.862 0.773 0.815 f = standing 0.001 0.992 0.756 0.858 g = running 0.035 0.806 0.882 0.842 h = walking ------------------------------------------------------- 0.025 0.861 0.835 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.850 0.604 0.706 a = climbing down 0.061 0.635 0.881 0.738 b = climbing up 0.000 1.000 0.707 0.828 c = jumping 0.036 0.721 0.522 0.605 d = lying 0.042 0.776 0.773 0.775 e = sitting 0.095 0.565 0.732 0.638 f = standing 0.030 0.862 0.998 0.925 g = running 0.013 0.915 0.739 0.818 h = walking ------------------------------------------------------- 0.040 0.770 0.751 0.750 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.883 0.550 0.678 a = climbing down 0.027 0.762 0.490 0.597 b = climbing up 0.000 1.000 0.882 0.937 c = jumping 0.006 0.936 0.530 0.677 d = lying 0.037 0.772 0.817 0.794 e = sitting 0.096 0.571 0.793 0.664 f = standing 0.004 0.976 0.990 0.983 g = running 0.125 0.584 0.940 0.720 h = walking ------------------------------------------------------- 0.044 0.784 0.741 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.805 0.717 0.759 a = climbing down 0.097 0.599 0.925 0.727 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.003 0.983 0.974 0.979 d = lying 0.072 0.606 0.745 0.668 e = sitting 0.042 0.687 0.551 0.611 f = standing 0.003 0.981 1.000 0.990 g = running 0.007 0.938 0.549 0.693 h = walking ------------------------------------------------------- 0.033 0.812 0.786 0.784 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.585 0.725 a = climbing down 0.163 0.451 0.942 0.610 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.001 0.995 0.899 0.945 d = lying 0.125 0.588 0.875 0.703 e = sitting 0.039 0.609 0.325 0.424 f = standing 0.004 0.977 0.991 0.984 g = running 0.012 0.804 0.272 0.406 h = walking ------------------------------------------------------- 0.050 0.761 0.702 0.685 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.162 0.300 0.930 0.454 a = climbing down 0.092 0.364 0.366 0.365 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.014 0.928 0.949 0.938 d = lying 0.153 0.515 0.985 0.676 e = sitting 0.007 0.751 0.113 0.197 f = standing 0.016 0.918 0.992 0.954 g = running 0.014 0.093 0.007 0.013 h = walking ------------------------------------------------------- 0.053 0.586 0.595 0.525 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.788 0.714 0.749 a = climbing down 0.092 0.575 0.752 0.652 b = climbing up 0.000 1.000 0.692 0.818 c = jumping 0.013 0.927 0.914 0.921 d = lying 0.014 0.747 0.284 0.412 e = sitting 0.114 0.551 0.881 0.678 f = standing 0.009 0.953 0.990 0.971 g = running 0.033 0.757 0.580 0.657 h = walking ------------------------------------------------------- 0.042 0.766 0.741 0.731 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.073 0.591 0.880 0.707 a = climbing down 0.047 0.725 0.736 0.730 b = climbing up 0.000 1.000 0.883 0.938 c = jumping 0.013 0.931 0.978 0.954 d = lying 0.149 0.365 0.550 0.439 e = sitting 0.063 0.298 0.143 0.193 f = standing 0.007 0.955 0.863 0.907 g = running 0.026 0.802 0.626 0.703 h = walking ------------------------------------------------------- 0.051 0.675 0.674 0.662 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.025 0.830 0.898 0.863 a = climbing down 0.121 0.505 0.880 0.642 b = climbing up 0.002 0.898 0.981 0.938 c = jumping 0.010 0.941 0.980 0.960 d = lying 0.021 0.865 0.816 0.840 e = sitting 0.030 0.813 0.811 0.812 f = standing 0.003 0.982 0.985 0.983 g = running 0.011 0.821 0.286 0.424 h = walking ------------------------------------------------------- 0.029 0.832 0.804 0.791 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.886 0.911 a = climbing down 0.074 0.661 0.935 0.774 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.005 0.968 0.982 0.975 d = lying 0.016 0.856 0.602 0.707 e = sitting 0.081 0.595 0.873 0.708 f = standing 0.000 0.998 0.872 0.931 g = running 0.006 0.954 0.690 0.801 h = walking ------------------------------------------------------- 0.024 0.867 0.834 0.837 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.785 0.781 0.783 a = climbing down 0.171 0.490 0.911 0.638 b = climbing up 0.001 0.929 0.985 0.956 c = jumping 0.003 0.980 0.868 0.921 d = lying 0.113 0.397 0.642 0.490 e = sitting 0.068 0.500 0.525 0.512 f = standing 0.002 0.992 0.703 0.823 g = running 0.006 0.098 0.004 0.008 h = walking ------------------------------------------------------- 0.051 0.655 0.656 0.631 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.018 0.774 0.535 0.632 a = climbing down 0.066 0.616 0.763 0.682 b = climbing up 0.000 0.985 0.766 0.862 c = jumping 0.044 0.700 0.691 0.695 d = lying 0.062 0.681 0.937 0.788 e = sitting 0.050 0.637 0.574 0.604 f = standing 0.006 0.976 0.847 0.907 g = running 0.047 0.734 0.761 0.747 h = walking ------------------------------------------------------- 0.038 0.760 0.745 0.745 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.745 0.793 0.768 a = climbing down 0.095 0.461 0.602 0.522 b = climbing up 0.000 1.000 0.933 0.965 c = jumping 0.010 0.935 0.860 0.896 d = lying 0.024 0.851 0.878 0.864 e = sitting 0.042 0.771 0.801 0.785 f = standing 0.003 0.985 1.000 0.992 g = running 0.056 0.584 0.422 0.490 h = walking ------------------------------------------------------- 0.036 0.775 0.771 0.769 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.147 0.422 0.785 0.549 a = climbing down 0.034 0.747 0.643 0.691 b = climbing up 0.027 0.428 0.959 0.592 c = jumping 0.007 0.939 0.834 0.883 d = lying 0.069 0.609 0.560 0.584 e = sitting 0.093 0.476 0.537 0.505 f = standing 0.011 0.940 0.803 0.866 g = running 0.039 0.444 0.196 0.272 h = walking ------------------------------------------------------- 0.055 0.657 0.628 0.625 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.053 0.609 0.903 0.727 a = climbing down 0.102 0.617 0.532 0.571 b = climbing up 0.000 1.000 0.124 0.221 c = jumping 0.048 0.697 0.718 0.707 d = lying 0.018 0.775 0.602 0.678 e = sitting 0.120 0.488 0.666 0.564 f = standing 0.064 0.714 0.972 0.824 g = running 0.017 0.789 0.366 0.500 h = walking ------------------------------------------------------- 0.066 0.670 0.644 0.629 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.977 0.718 0.828 a = climbing down 0.064 0.679 0.967 0.798 b = climbing up 0.000 0.977 0.994 0.986 c = jumping 0.008 0.949 0.997 0.973 d = lying 0.116 0.519 0.741 0.611 e = sitting 0.055 0.622 0.499 0.554 f = standing 0.000 0.998 0.783 0.877 g = running 0.012 0.913 0.759 0.829 h = walking ------------------------------------------------------- 0.036 0.811 0.779 0.783 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.879 0.908 a = climbing down 0.062 0.599 0.949 0.734 b = climbing up 0.000 0.994 0.951 0.972 c = jumping 0.001 0.994 0.789 0.880 d = lying 0.062 0.496 0.329 0.396 e = sitting 0.152 0.489 0.739 0.588 f = standing 0.005 0.971 0.978 0.975 g = running 0.001 0.995 0.699 0.822 h = walking ------------------------------------------------------- 0.042 0.789 0.752 0.754 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.855 0.541 0.662 a = climbing down 0.052 0.628 0.602 0.614 b = climbing up 0.000 1.000 0.718 0.836 c = jumping 0.004 0.974 0.873 0.921 d = lying 0.065 0.638 0.616 0.627 e = sitting 0.082 0.551 0.605 0.577 f = standing 0.016 0.910 0.985 0.946 g = running 0.078 0.667 0.864 0.753 h = walking ------------------------------------------------------- 0.045 0.748 0.736 0.735 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.786 0.743 0.764 a = climbing down 0.076 0.638 0.852 0.729 b = climbing up 0.000 0.991 0.911 0.949 c = jumping 0.000 0.997 0.992 0.995 d = lying 0.116 0.610 0.912 0.732 e = sitting 0.017 0.701 0.262 0.381 f = standing 0.002 0.989 0.999 0.994 g = running 0.013 0.901 0.670 0.768 h = walking ------------------------------------------------------- 0.036 0.809 0.790 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.891 0.586 0.707 a = climbing down 0.189 0.453 0.869 0.596 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.002 0.989 0.978 0.983 d = lying 0.118 0.569 0.856 0.684 e = sitting 0.021 0.405 0.102 0.163 f = standing 0.013 0.930 0.999 0.963 g = running 0.022 0.664 0.235 0.347 h = walking ------------------------------------------------------- 0.056 0.702 0.684 0.648 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.150 0.267 0.814 0.403 a = climbing down 0.108 0.394 0.450 0.420 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.000 0.998 0.913 0.954 d = lying 0.067 0.699 0.848 0.766 e = sitting 0.041 0.683 0.575 0.624 f = standing 0.027 0.876 0.998 0.933 g = running 0.001 0.812 0.020 0.040 h = walking ------------------------------------------------------- 0.045 0.730 0.650 0.614 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.833 0.804 0.818 a = climbing down 0.058 0.679 0.822 0.744 b = climbing up 0.000 1.000 0.881 0.936 c = jumping 0.014 0.922 0.985 0.952 d = lying 0.052 0.651 0.580 0.614 e = sitting 0.062 0.636 0.677 0.656 f = standing 0.004 0.981 0.988 0.984 g = running 0.015 0.900 0.753 0.820 h = walking ------------------------------------------------------- 0.031 0.809 0.805 0.805 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.048 0.617 0.667 0.641 a = climbing down 0.056 0.730 0.919 0.814 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.006 0.965 0.983 0.974 d = lying 0.082 0.500 0.474 0.487 e = sitting 0.089 0.515 0.517 0.516 f = standing 0.002 0.981 0.700 0.817 g = running 0.018 0.896 0.901 0.899 h = walking ------------------------------------------------------- 0.043 0.750 0.741 0.740 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.157 0.453 0.956 0.615 a = climbing down 0.033 0.756 0.771 0.763 b = climbing up 0.003 0.884 0.988 0.933 c = jumping 0.014 0.912 0.882 0.897 d = lying 0.026 0.858 0.975 0.913 e = sitting 0.018 0.891 0.793 0.839 f = standing 0.004 0.980 0.980 0.980 g = running 0.004 0.793 0.095 0.169 h = walking ------------------------------------------------------- 0.032 0.820 0.774 0.743 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.923 0.884 0.903 a = climbing down 0.056 0.704 0.861 0.775 b = climbing up 0.001 0.948 0.989 0.968 c = jumping 0.033 0.828 0.953 0.886 d = lying 0.024 0.851 0.902 0.876 e = sitting 0.009 0.911 0.718 0.803 f = standing 0.022 0.895 0.901 0.898 g = running 0.018 0.881 0.707 0.785 h = walking ------------------------------------------------------- 0.024 0.858 0.851 0.850 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.769 0.612 0.682 a = climbing down 0.106 0.620 0.967 0.755 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.007 0.953 0.900 0.926 d = lying 0.102 0.505 0.904 0.648 e = sitting 0.022 0.816 0.692 0.749 f = standing 0.001 0.993 0.681 0.808 g = running 0.006 0.938 0.597 0.730 h = walking ------------------------------------------------------- 0.035 0.821 0.762 0.767 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.086 0.545 0.908 0.681 a = climbing down 0.024 0.829 0.871 0.849 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.015 0.891 0.811 0.849 d = lying 0.052 0.724 0.927 0.813 e = sitting 0.036 0.764 0.807 0.785 f = standing 0.008 0.972 0.846 0.905 g = running 0.012 0.860 0.433 0.576 h = walking ------------------------------------------------------- 0.028 0.828 0.796 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.795 0.857 0.825 a = climbing down 0.103 0.484 0.717 0.578 b = climbing up 0.001 0.947 0.976 0.961 c = jumping 0.027 0.854 0.948 0.898 d = lying 0.016 0.876 0.754 0.811 e = sitting 0.046 0.768 0.779 0.774 f = standing 0.001 0.995 0.976 0.986 g = running 0.025 0.764 0.448 0.565 h = walking ------------------------------------------------------- 0.033 0.802 0.785 0.784 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.037 0.732 0.752 0.742 a = climbing down 0.025 0.827 0.770 0.797 b = climbing up 0.000 1.000 0.813 0.897 c = jumping 0.017 0.864 0.836 0.849 d = lying 0.046 0.721 0.652 0.685 e = sitting 0.078 0.597 0.696 0.642 f = standing 0.006 0.971 0.947 0.959 g = running 0.030 0.823 0.878 0.850 h = walking ------------------------------------------------------- 0.033 0.799 0.793 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.037 0.703 0.945 0.806 a = climbing down 0.090 0.645 0.525 0.579 b = climbing up 0.000 1.000 0.603 0.753 c = jumping 0.037 0.721 0.691 0.706 d = lying 0.028 0.720 0.676 0.697 e = sitting 0.117 0.536 0.774 0.633 f = standing 0.022 0.882 0.966 0.922 g = running 0.032 0.725 0.498 0.591 h = walking ------------------------------------------------------- 0.057 0.703 0.694 0.688 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.834 0.883 a = climbing down 0.046 0.713 0.888 0.791 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.008 0.950 0.983 0.966 d = lying 0.071 0.668 0.826 0.738 e = sitting 0.034 0.792 0.747 0.769 f = standing 0.001 0.993 0.806 0.890 g = running 0.019 0.873 0.789 0.829 h = walking ------------------------------------------------------- 0.026 0.854 0.839 0.842 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.867 0.851 0.859 a = climbing down 0.046 0.694 0.907 0.787 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.008 0.914 0.493 0.640 d = lying 0.032 0.643 0.324 0.431 e = sitting 0.194 0.458 0.856 0.597 f = standing 0.020 0.901 0.991 0.944 g = running 0.006 0.956 0.696 0.805 h = walking ------------------------------------------------------- 0.048 0.778 0.726 0.720 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.080 0.537 0.781 0.636 a = climbing down 0.048 0.734 0.740 0.737 b = climbing up 0.000 0.993 0.847 0.914 c = jumping 0.006 0.958 0.759 0.847 d = lying 0.056 0.585 0.528 0.555 e = sitting 0.095 0.559 0.732 0.634 f = standing 0.004 0.960 0.560 0.707 g = running 0.049 0.764 0.825 0.793 h = walking ------------------------------------------------------- 0.046 0.745 0.708 0.712 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.957 0.792 0.867 a = climbing down 0.054 0.733 0.964 0.833 b = climbing up 0.000 0.989 0.967 0.978 c = jumping 0.001 0.991 0.989 0.990 d = lying 0.069 0.682 0.891 0.773 e = sitting 0.017 0.846 0.569 0.680 f = standing 0.012 0.936 0.998 0.966 g = running 0.008 0.943 0.766 0.845 h = walking ------------------------------------------------------- 0.023 0.873 0.857 0.855 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.961 0.650 0.775 a = climbing down 0.134 0.503 0.915 0.649 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.001 0.996 0.927 0.960 d = lying 0.157 0.535 0.935 0.681 e = sitting 0.019 0.460 0.093 0.154 f = standing 0.006 0.964 0.999 0.981 g = running 0.018 0.815 0.432 0.565 h = walking ------------------------------------------------------- 0.050 0.742 0.712 0.680 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.374 0.744 0.498 a = climbing down 0.108 0.316 0.339 0.327 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.003 0.983 0.981 0.982 d = lying 0.101 0.641 0.954 0.767 e = sitting 0.008 0.905 0.437 0.590 f = standing 0.040 0.819 0.990 0.897 g = running 0.008 0.886 0.328 0.479 h = walking ------------------------------------------------------- 0.045 0.749 0.687 0.675 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.866 0.812 0.838 a = climbing down 0.033 0.776 0.786 0.781 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.003 0.982 0.955 0.968 d = lying 0.038 0.731 0.730 0.730 e = sitting 0.045 0.737 0.775 0.756 f = standing 0.003 0.984 0.992 0.988 g = running 0.028 0.850 0.873 0.862 h = walking ------------------------------------------------------- 0.023 0.857 0.855 0.855 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.129 0.477 0.910 0.626 a = climbing down 0.131 0.556 0.901 0.687 b = climbing up 0.001 0.837 0.245 0.379 c = jumping 0.018 0.909 0.947 0.927 d = lying 0.094 0.230 0.224 0.227 e = sitting 0.094 0.319 0.288 0.303 f = standing 0.019 0.876 0.727 0.794 g = running 0.002 0.788 0.035 0.066 h = walking ------------------------------------------------------- 0.064 0.626 0.577 0.529 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.129 0.497 0.953 0.653 a = climbing down 0.011 0.874 0.583 0.699 b = climbing up 0.002 0.928 0.933 0.931 c = jumping 0.128 0.582 0.986 0.732 d = lying 0.001 0.995 0.996 0.996 e = sitting 0.002 0.951 0.268 0.419 f = standing 0.003 0.985 0.990 0.987 g = running 0.013 0.867 0.472 0.611 h = walking ------------------------------------------------------- 0.039 0.830 0.750 0.733 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.853 0.909 a = climbing down 0.183 0.444 0.996 0.614 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.978 0.913 0.944 d = lying 0.030 0.833 0.958 0.892 e = sitting 0.019 0.888 0.966 0.925 f = standing 0.000 0.998 0.859 0.923 g = running 0.009 0.244 0.015 0.029 h = walking ------------------------------------------------------- 0.032 0.768 0.784 0.745 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.730 0.581 0.647 a = climbing down 0.063 0.726 0.958 0.826 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.008 0.939 0.763 0.842 d = lying 0.072 0.655 0.987 0.788 e = sitting 0.032 0.771 0.789 0.780 f = standing 0.001 0.994 0.760 0.861 g = running 0.029 0.780 0.705 0.741 h = walking ------------------------------------------------------- 0.031 0.816 0.793 0.793 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.159 0.353 0.704 0.471 a = climbing down 0.028 0.753 0.624 0.682 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.032 0.772 0.703 0.736 d = lying 0.069 0.625 0.891 0.735 e = sitting 0.064 0.587 0.639 0.612 f = standing 0.002 0.990 0.771 0.867 g = running 0.064 0.182 0.081 0.112 h = walking ------------------------------------------------------- 0.051 0.648 0.632 0.624 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.816 0.834 0.825 a = climbing down 0.068 0.608 0.737 0.666 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.091 0.638 0.856 0.731 d = lying 0.015 0.903 0.977 0.939 e = sitting 0.024 0.743 0.406 0.525 f = standing 0.001 0.993 0.986 0.989 g = running 0.032 0.791 0.654 0.716 h = walking ------------------------------------------------------- 0.032 0.686 0.681 0.674 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.230 0.259 0.593 0.360 a = climbing down 0.054 0.510 0.363 0.424 b = climbing up 0.000 1.000 0.776 0.874 c = jumping 0.031 0.817 0.796 0.806 d = lying 0.039 0.766 0.874 0.817 e = sitting 0.046 0.693 0.632 0.661 f = standing 0.008 0.962 0.969 0.966 g = running 0.031 0.063 0.013 0.021 h = walking ------------------------------------------------------- 0.057 0.606 0.618 0.599 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.202 0.323 0.908 0.477 a = climbing down 0.025 0.842 0.448 0.585 b = climbing up 0.000 1.000 0.039 0.076 c = jumping 0.100 0.481 0.628 0.545 d = lying 0.045 0.690 0.985 0.812 e = sitting 0.075 0.500 0.447 0.472 f = standing 0.026 0.802 0.651 0.719 g = running 0.037 0.503 0.219 0.305 h = walking ------------------------------------------------------- 0.062 0.631 0.552 0.542 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.936 0.724 0.816 a = climbing down 0.027 0.783 0.709 0.744 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.030 0.855 0.974 0.910 d = lying 0.039 0.787 0.948 0.860 e = sitting 0.017 0.853 0.763 0.806 f = standing 0.002 0.991 0.807 0.890 g = running 0.052 0.766 0.962 0.853 h = walking ------------------------------------------------------- 0.024 0.862 0.851 0.849 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.790 0.877 0.831 a = climbing down 0.007 0.884 0.437 0.585 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.004 0.968 0.669 0.791 d = lying 0.014 0.916 0.789 0.847 e = sitting 0.091 0.622 0.942 0.749 f = standing 0.005 0.974 0.998 0.986 g = running 0.054 0.768 0.958 0.852 h = walking ------------------------------------------------------- 0.028 0.854 0.826 0.820 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.054 0.615 0.627 0.621 a = climbing down 0.033 0.785 0.686 0.733 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.030 0.692 0.425 0.526 d = lying 0.025 0.853 0.896 0.874 e = sitting 0.094 0.482 0.678 0.564 f = standing 0.010 0.941 0.864 0.901 g = running 0.063 0.730 0.875 0.796 h = walking ------------------------------------------------------- 0.042 0.746 0.733 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.853 0.795 0.823 a = climbing down 0.054 0.726 0.922 0.812 b = climbing up 0.000 0.993 0.807 0.890 c = jumping 0.011 0.935 0.884 0.909 d = lying 0.059 0.690 0.888 0.777 e = sitting 0.033 0.753 0.594 0.664 f = standing 0.007 0.963 0.998 0.980 g = running 0.011 0.925 0.752 0.830 h = walking ------------------------------------------------------- 0.026 0.844 0.833 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.813 0.678 0.740 a = climbing down 0.179 0.433 0.942 0.593 b = climbing up 0.000 0.994 0.848 0.915 c = jumping 0.002 0.989 0.846 0.912 d = lying 0.109 0.638 0.973 0.771 e = sitting 0.026 0.697 0.360 0.475 f = standing 0.009 0.947 0.999 0.973 g = running 0.007 0.676 0.079 0.142 h = walking ------------------------------------------------------- 0.049 0.749 0.700 0.662 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.066 0.423 0.679 0.521 a = climbing down 0.141 0.277 0.370 0.317 b = climbing up 0.001 0.970 0.952 0.961 c = jumping 0.017 0.906 0.879 0.893 d = lying 0.031 0.841 0.990 0.909 e = sitting 0.013 0.910 0.780 0.840 f = standing 0.043 0.814 0.998 0.897 g = running 0.013 0.815 0.264 0.399 h = walking ------------------------------------------------------- 0.040 0.757 0.716 0.706 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.860 0.721 0.785 a = climbing down 0.125 0.535 0.926 0.679 b = climbing up 0.001 0.958 0.988 0.973 c = jumping 0.029 0.852 0.950 0.898 d = lying 0.013 0.848 0.516 0.641 e = sitting 0.072 0.643 0.816 0.719 f = standing 0.004 0.975 0.947 0.961 g = running 0.013 0.848 0.409 0.552 h = walking ------------------------------------------------------- 0.038 0.802 0.763 0.756 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.753 0.662 0.704 a = climbing down 0.148 0.529 0.954 0.680 b = climbing up 0.000 0.984 0.898 0.939 c = jumping 0.018 0.907 0.965 0.935 d = lying 0.080 0.416 0.349 0.380 e = sitting 0.093 0.400 0.421 0.410 f = standing 0.010 0.940 0.875 0.906 g = running 0.017 0.771 0.321 0.454 h = walking ------------------------------------------------------- 0.055 0.686 0.662 0.650 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.015 0.895 0.926 0.910 a = climbing down 0.073 0.622 0.873 0.726 b = climbing up 0.000 0.981 0.969 0.975 c = jumping 0.069 0.728 0.992 0.840 d = lying 0.001 0.995 0.997 0.996 e = sitting 0.001 0.987 0.574 0.726 f = standing 0.001 0.994 0.997 0.996 g = running 0.013 0.892 0.586 0.707 h = walking ------------------------------------------------------- 0.024 0.879 0.851 0.847 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.920 0.866 0.892 a = climbing down 0.050 0.723 0.888 0.797 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.966 0.969 0.968 d = lying 0.055 0.708 0.851 0.773 e = sitting 0.023 0.837 0.733 0.782 f = standing 0.005 0.976 0.910 0.942 g = running 0.016 0.899 0.771 0.830 h = walking ------------------------------------------------------- 0.022 0.869 0.859 0.860 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.348 0.254 0.293 a = climbing down 0.223 0.432 0.959 0.596 b = climbing up 0.019 0.426 0.955 0.589 c = jumping 0.005 0.954 0.697 0.806 d = lying 0.064 0.604 0.660 0.631 e = sitting 0.163 0.346 0.686 0.460 f = standing 0.001 0.975 0.128 0.227 g = running 0.019 0.662 0.252 0.365 h = walking ------------------------------------------------------- 0.073 0.643 0.508 0.473 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.129 0.466 0.945 0.624 a = climbing down 0.021 0.835 0.752 0.791 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.039 0.773 0.882 0.824 d = lying 0.057 0.684 0.935 0.790 e = sitting 0.024 0.775 0.573 0.659 f = standing 0.003 0.990 0.854 0.917 g = running 0.031 0.539 0.204 0.296 h = walking ------------------------------------------------------- 0.036 0.757 0.733 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.879 0.852 0.865 a = climbing down 0.066 0.626 0.805 0.704 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.031 0.847 0.951 0.896 d = lying 0.018 0.899 0.968 0.932 e = sitting 0.011 0.918 0.729 0.812 f = standing 0.001 0.994 1.000 0.997 g = running 0.029 0.799 0.639 0.710 h = walking ------------------------------------------------------- 0.023 0.861 0.853 0.852 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.764 0.859 0.809 a = climbing down 0.014 0.883 0.659 0.755 b = climbing up 0.000 0.976 0.959 0.968 c = jumping 0.007 0.954 0.866 0.908 d = lying 0.035 0.775 0.829 0.801 e = sitting 0.046 0.720 0.754 0.736 f = standing 0.002 0.988 0.979 0.983 g = running 0.050 0.736 0.838 0.784 h = walking ------------------------------------------------------- 0.025 0.842 0.835 0.835 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.700 0.795 0.744 a = climbing down 0.167 0.434 0.424 0.429 b = climbing up 0.000 1.000 0.575 0.730 c = jumping 0.093 0.483 0.594 0.533 d = lying 0.040 0.718 0.987 0.831 e = sitting 0.069 0.537 0.479 0.506 f = standing 0.052 0.752 0.968 0.846 g = running 0.029 0.602 0.249 0.353 h = walking ------------------------------------------------------- 0.079 0.588 0.594 0.574 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.956 0.757 0.845 a = climbing down 0.032 0.791 0.870 0.829 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.004 0.974 0.998 0.986 d = lying 0.049 0.781 0.957 0.860 e = sitting 0.011 0.909 0.860 0.884 f = standing 0.001 0.994 0.825 0.902 g = running 0.025 0.866 0.926 0.895 h = walking ------------------------------------------------------- 0.018 0.901 0.891 0.891 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.016 0.855 0.831 0.843 a = climbing down 0.157 0.339 0.797 0.476 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.016 0.909 0.853 0.880 d = lying 0.052 0.776 0.930 0.846 e = sitting 0.022 0.837 0.709 0.768 f = standing 0.002 0.989 0.993 0.991 g = running 0.016 0.673 0.165 0.265 h = walking ------------------------------------------------------- 0.033 0.797 0.752 0.739 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.041 0.704 0.756 0.729 a = climbing down 0.038 0.764 0.793 0.778 b = climbing up 0.001 0.933 0.885 0.909 c = jumping 0.004 0.975 0.898 0.935 d = lying 0.040 0.811 0.956 0.878 e = sitting 0.017 0.848 0.717 0.777 f = standing 0.003 0.979 0.778 0.867 g = running 0.046 0.790 0.893 0.839 h = walking ------------------------------------------------------- 0.027 0.845 0.836 0.836 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.068 0.574 0.805 0.670 a = climbing down 0.120 0.502 0.775 0.609 b = climbing up 0.000 0.975 0.935 0.954 c = jumping 0.001 0.997 0.971 0.984 d = lying 0.090 0.655 0.958 0.778 e = sitting 0.010 0.865 0.430 0.575 f = standing 0.005 0.975 0.997 0.986 g = running 0.005 0.905 0.233 0.371 h = walking ------------------------------------------------------- 0.040 0.799 0.741 0.719 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.029 0.737 0.754 0.745 a = climbing down 0.166 0.469 0.894 0.615 b = climbing up 0.000 1.000 0.832 0.909 c = jumping 0.002 0.990 0.969 0.979 d = lying 0.102 0.617 0.888 0.728 e = sitting 0.018 0.683 0.280 0.397 f = standing 0.013 0.932 0.998 0.964 g = running 0.016 0.583 0.114 0.191 h = walking ------------------------------------------------------- 0.049 0.722 0.704 0.664 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.084 0.366 0.721 0.486 a = climbing down 0.147 0.289 0.395 0.334 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 0.998 0.786 0.879 d = lying 0.010 0.949 0.965 0.957 e = sitting 0.040 0.789 0.965 0.868 f = standing 0.034 0.849 0.998 0.918 g = running 0.000 0.993 0.216 0.354 h = walking ------------------------------------------------------- 0.037 0.804 0.722 0.711 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.739 0.838 a = climbing down 0.204 0.419 0.981 0.588 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.005 0.969 0.938 0.953 d = lying 0.039 0.775 0.793 0.784 e = sitting 0.039 0.758 0.784 0.771 f = standing 0.003 0.985 0.970 0.977 g = running 0.005 0.175 0.006 0.011 h = walking ------------------------------------------------------- 0.040 0.722 0.742 0.704 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.043 0.707 0.851 0.773 a = climbing down 0.046 0.774 0.925 0.843 b = climbing up 0.004 0.836 0.973 0.899 c = jumping 0.013 0.923 0.876 0.899 d = lying 0.063 0.484 0.326 0.390 e = sitting 0.132 0.357 0.508 0.419 f = standing 0.009 0.941 0.794 0.862 g = running 0.007 0.949 0.786 0.860 h = walking ------------------------------------------------------- 0.042 0.744 0.726 0.727 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.028 0.817 0.953 0.880 a = climbing down 0.029 0.792 0.845 0.818 b = climbing up 0.007 0.758 0.970 0.851 c = jumping 0.037 0.831 0.990 0.904 d = lying 0.002 0.989 0.978 0.983 e = sitting 0.002 0.983 0.782 0.871 f = standing 0.002 0.986 0.957 0.971 g = running 0.013 0.909 0.751 0.823 h = walking ------------------------------------------------------- 0.016 0.903 0.894 0.894 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.931 0.950 0.940 a = climbing down 0.030 0.810 0.858 0.834 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.009 0.945 0.976 0.960 d = lying 0.039 0.785 0.972 0.869 e = sitting 0.006 0.957 0.890 0.922 f = standing 0.001 0.997 0.837 0.910 g = running 0.017 0.900 0.854 0.876 h = walking ------------------------------------------------------- 0.015 0.910 0.903 0.904 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.625 0.632 0.629 a = climbing down 0.095 0.635 0.957 0.763 b = climbing up 0.000 1.000 0.866 0.928 c = jumping 0.025 0.840 0.827 0.833 d = lying 0.081 0.635 0.976 0.769 e = sitting 0.020 0.809 0.634 0.711 f = standing 0.004 0.978 0.770 0.862 g = running 0.020 0.687 0.294 0.412 h = walking ------------------------------------------------------- 0.041 0.761 0.738 0.727 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.130 0.472 0.944 0.629 a = climbing down 0.017 0.864 0.807 0.835 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.010 0.931 0.845 0.886 d = lying 0.055 0.684 0.919 0.784 e = sitting 0.033 0.769 0.772 0.770 f = standing 0.003 0.988 0.870 0.925 g = running 0.020 0.663 0.220 0.331 h = walking ------------------------------------------------------- 0.032 0.798 0.764 0.753 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.017 0.873 0.847 0.860 a = climbing down 0.101 0.505 0.742 0.601 b = climbing up 0.001 0.952 0.941 0.947 c = jumping 0.100 0.611 0.896 0.726 d = lying 0.033 0.815 0.923 0.866 e = sitting 0.023 0.658 0.261 0.374 f = standing 0.001 0.992 0.980 0.986 g = running 0.027 0.758 0.494 0.598 h = walking ------------------------------------------------------- 0.041 0.753 0.738 0.722 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.808 0.874 0.840 a = climbing down 0.020 0.868 0.854 0.861 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.015 0.898 0.832 0.864 d = lying 0.024 0.835 0.813 0.824 e = sitting 0.054 0.710 0.785 0.746 f = standing 0.006 0.973 0.980 0.976 g = running 0.012 0.926 0.883 0.904 h = walking ------------------------------------------------------- 0.022 0.867 0.863 0.864 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.046 0.690 0.968 0.806 a = climbing down 0.049 0.800 0.646 0.715 b = climbing up 0.000 1.000 0.144 0.251 c = jumping 0.071 0.550 0.630 0.587 d = lying 0.038 0.709 0.892 0.790 e = sitting 0.100 0.472 0.527 0.498 f = standing 0.026 0.844 0.846 0.845 g = running 0.009 0.936 0.716 0.811 h = walking ------------------------------------------------------- 0.047 0.734 0.709 0.707 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.851 0.888 a = climbing down 0.028 0.807 0.876 0.840 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.010 0.943 0.985 0.963 d = lying 0.049 0.784 0.964 0.865 e = sitting 0.009 0.923 0.845 0.882 f = standing 0.002 0.991 0.814 0.894 g = running 0.018 0.899 0.905 0.902 h = walking ------------------------------------------------------- 0.017 0.902 0.894 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.793 0.898 0.842 a = climbing down 0.034 0.699 0.651 0.674 b = climbing up 0.000 1.000 0.867 0.929 c = jumping 0.002 0.983 0.721 0.832 d = lying 0.025 0.750 0.410 0.530 e = sitting 0.147 0.495 0.911 0.641 f = standing 0.009 0.956 0.984 0.970 g = running 0.035 0.798 0.739 0.768 h = walking ------------------------------------------------------- 0.038 0.796 0.758 0.757 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.086 0.394 0.405 0.399 a = climbing down 0.280 0.382 0.991 0.552 b = climbing up 0.005 0.727 0.528 0.612 c = jumping 0.002 0.956 0.279 0.432 d = lying 0.041 0.752 0.786 0.768 e = sitting 0.133 0.439 0.811 0.570 f = standing 0.013 0.784 0.249 0.378 g = running 0.035 0.021 0.004 0.007 h = walking ------------------------------------------------------- 0.081 0.531 0.486 0.434 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.831 0.888 a = climbing down 0.035 0.798 0.915 0.853 b = climbing up 0.000 0.994 0.916 0.953 c = jumping 0.007 0.962 0.973 0.967 d = lying 0.046 0.772 0.933 0.845 e = sitting 0.014 0.887 0.678 0.769 f = standing 0.003 0.982 0.997 0.989 g = running 0.016 0.912 0.893 0.902 h = walking ------------------------------------------------------- 0.017 0.898 0.892 0.891 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.643 0.761 a = climbing down 0.161 0.466 0.948 0.625 b = climbing up 0.000 0.979 0.989 0.984 c = jumping 0.005 0.972 0.960 0.966 d = lying 0.107 0.634 0.963 0.765 e = sitting 0.008 0.873 0.321 0.470 f = standing 0.010 0.943 0.996 0.969 g = running 0.009 0.850 0.273 0.413 h = walking ------------------------------------------------------- 0.043 0.811 0.738 0.715 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.272 0.485 0.349 a = climbing down 0.003 0.905 0.224 0.359 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.006 0.969 0.936 0.953 d = lying 0.014 0.930 0.968 0.949 e = sitting 0.013 0.925 0.911 0.918 f = standing 0.062 0.755 1.000 0.860 g = running 0.009 0.957 0.935 0.946 h = walking ------------------------------------------------------- 0.022 0.868 0.828 0.817 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.835 0.793 0.813 a = climbing down 0.200 0.406 0.941 0.567 b = climbing up 0.000 0.994 0.939 0.965 c = jumping 0.002 0.985 0.812 0.890 d = lying 0.037 0.781 0.922 0.846 e = sitting 0.040 0.774 0.850 0.810 f = standing 0.001 0.991 0.870 0.927 g = running 0.002 0.725 0.023 0.045 h = walking ------------------------------------------------------- 0.039 0.799 0.735 0.700 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.834 0.776 0.804 a = climbing down 0.053 0.755 0.946 0.840 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.012 0.876 0.471 0.613 d = lying 0.091 0.317 0.353 0.334 e = sitting 0.167 0.391 0.510 0.443 f = standing 0.005 0.968 0.916 0.941 g = running 0.013 0.921 0.836 0.876 h = walking ------------------------------------------------------- 0.053 0.732 0.694 0.700 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.757 0.955 0.845 a = climbing down 0.010 0.898 0.666 0.765 b = climbing up 0.000 0.988 1.000 0.994 c = jumping 0.001 0.996 0.988 0.992 d = lying 0.011 0.936 0.977 0.956 e = sitting 0.004 0.973 0.931 0.952 f = standing 0.002 0.990 0.998 0.994 g = running 0.029 0.841 0.838 0.839 h = walking ------------------------------------------------------- 0.013 0.919 0.915 0.913 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.028 0.800 0.930 0.860 a = climbing down 0.061 0.669 0.826 0.739 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.015 0.917 0.985 0.950 d = lying 0.027 0.847 0.946 0.894 e = sitting 0.004 0.970 0.885 0.925 f = standing 0.009 0.955 0.885 0.919 g = running 0.009 0.931 0.636 0.756 h = walking ------------------------------------------------------- 0.020 0.881 0.868 0.867 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.791 0.689 0.736 a = climbing down 0.072 0.696 0.925 0.795 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.950 0.831 0.886 d = lying 0.058 0.705 0.979 0.820 e = sitting 0.029 0.778 0.791 0.784 f = standing 0.000 0.999 0.790 0.883 g = running 0.013 0.890 0.729 0.801 h = walking ------------------------------------------------------- 0.027 0.844 0.822 0.823 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.067 0.576 0.783 0.664 a = climbing down 0.044 0.659 0.609 0.633 b = climbing up 0.000 1.000 0.892 0.943 c = jumping 0.062 0.645 0.758 0.697 d = lying 0.061 0.682 0.934 0.788 e = sitting 0.043 0.663 0.547 0.600 f = standing 0.002 0.989 0.691 0.814 g = running 0.065 0.610 0.597 0.603 h = walking ------------------------------------------------------- 0.043 0.725 0.700 0.701 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.775 0.826 a = climbing down 0.105 0.552 0.898 0.683 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.026 0.875 0.926 0.900 d = lying 0.012 0.914 0.873 0.893 e = sitting 0.030 0.818 0.797 0.807 f = standing 0.001 0.996 1.000 0.998 g = running 0.014 0.874 0.512 0.646 h = walking ------------------------------------------------------- 0.025 0.739 0.723 0.719 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.081 0.505 0.609 0.552 a = climbing down 0.106 0.563 0.878 0.686 b = climbing up 0.029 0.400 1.000 0.571 c = jumping 0.010 0.938 0.808 0.868 d = lying 0.020 0.843 0.745 0.791 e = sitting 0.067 0.663 0.839 0.741 f = standing 0.002 0.990 0.798 0.884 g = running 0.029 0.468 0.152 0.229 h = walking ------------------------------------------------------- 0.042 0.718 0.699 0.685 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.118 0.455 0.897 0.604 a = climbing down 0.041 0.796 0.544 0.646 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.040 0.647 0.461 0.538 d = lying 0.019 0.832 0.936 0.881 e = sitting 0.136 0.473 0.712 0.569 f = standing 0.042 0.785 0.972 0.869 g = running 0.010 0.861 0.363 0.511 h = walking ------------------------------------------------------- 0.051 0.606 0.611 0.577 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.071 0.592 0.871 0.705 a = climbing down 0.045 0.726 0.903 0.805 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.004 0.977 0.970 0.974 d = lying 0.105 0.568 0.966 0.715 e = sitting 0.015 0.894 0.660 0.759 f = standing 0.025 0.875 0.755 0.810 g = running 0.010 0.868 0.404 0.552 h = walking ------------------------------------------------------- 0.035 0.808 0.760 0.748 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.045 0.697 0.892 0.783 a = climbing down 0.028 0.677 0.578 0.624 b = climbing up 0.001 0.953 0.904 0.928 c = jumping 0.001 0.994 0.649 0.785 d = lying 0.035 0.828 0.900 0.863 e = sitting 0.072 0.674 0.874 0.761 f = standing 0.008 0.958 0.997 0.977 g = running 0.015 0.907 0.784 0.841 h = walking ------------------------------------------------------- 0.027 0.841 0.822 0.821 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.765 0.437 0.556 a = climbing down 0.062 0.629 0.693 0.659 b = climbing up 0.000 1.000 0.343 0.511 c = jumping 0.008 0.951 0.955 0.953 d = lying 0.023 0.838 0.749 0.791 e = sitting 0.044 0.759 0.831 0.793 f = standing 0.018 0.907 1.000 0.951 g = running 0.070 0.691 0.839 0.758 h = walking ------------------------------------------------------- 0.035 0.798 0.792 0.784 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.778 0.725 0.751 a = climbing down 0.124 0.548 0.917 0.686 b = climbing up 0.000 0.981 0.862 0.918 c = jumping 0.000 0.999 0.992 0.996 d = lying 0.058 0.666 0.742 0.702 e = sitting 0.041 0.708 0.633 0.668 f = standing 0.004 0.978 0.998 0.988 g = running 0.001 0.985 0.436 0.604 h = walking ------------------------------------------------------- 0.034 0.823 0.782 0.778 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.836 0.417 0.556 a = climbing down 0.218 0.397 0.932 0.556 b = climbing up 0.000 1.000 0.560 0.718 c = jumping 0.002 0.988 0.948 0.968 d = lying 0.109 0.610 0.905 0.729 e = sitting 0.023 0.618 0.259 0.365 f = standing 0.016 0.915 1.000 0.956 g = running 0.010 0.701 0.121 0.207 h = walking ------------------------------------------------------- 0.054 0.732 0.668 0.630 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.164 0.255 0.817 0.388 a = climbing down 0.025 0.520 0.177 0.264 b = climbing up 0.072 0.202 0.970 0.335 c = jumping 0.000 0.999 0.616 0.762 d = lying 0.072 0.688 0.921 0.788 e = sitting 0.083 0.518 0.561 0.539 f = standing 0.022 0.832 0.558 0.668 g = running 0.027 0.792 0.475 0.594 h = walking ------------------------------------------------------- 0.045 0.699 0.581 0.594 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.856 0.506 0.636 a = climbing down 0.104 0.572 0.911 0.702 b = climbing up 0.000 1.000 0.302 0.464 c = jumping 0.013 0.928 0.951 0.939 d = lying 0.013 0.822 0.404 0.542 e = sitting 0.087 0.648 0.921 0.761 f = standing 0.020 0.902 0.992 0.945 g = running 0.023 0.840 0.654 0.735 h = walking ------------------------------------------------------- 0.038 0.801 0.768 0.756 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.045 0.637 0.648 0.643 a = climbing down 0.054 0.750 0.930 0.830 b = climbing up 0.000 1.000 0.796 0.886 c = jumping 0.009 0.948 0.869 0.907 d = lying 0.048 0.411 0.276 0.330 e = sitting 0.111 0.547 0.691 0.611 f = standing 0.010 0.927 0.747 0.827 g = running 0.019 0.895 0.903 0.899 h = walking ------------------------------------------------------- 0.042 0.752 0.746 0.743 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.183 0.411 0.960 0.576 a = climbing down 0.001 0.955 0.188 0.315 b = climbing up 0.001 0.943 0.965 0.954 c = jumping 0.015 0.919 0.922 0.920 d = lying 0.012 0.918 0.859 0.888 e = sitting 0.034 0.817 0.859 0.838 f = standing 0.004 0.978 0.992 0.985 g = running 0.035 0.643 0.361 0.463 h = walking ------------------------------------------------------- 0.037 0.816 0.750 0.734 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.939 0.926 a = climbing down 0.032 0.799 0.851 0.824 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.023 0.873 0.961 0.915 d = lying 0.033 0.813 0.973 0.885 e = sitting 0.009 0.940 0.843 0.889 f = standing 0.002 0.990 0.838 0.908 g = running 0.023 0.865 0.807 0.835 h = walking ------------------------------------------------------- 0.018 0.891 0.885 0.885 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.730 0.754 0.741 a = climbing down 0.040 0.804 0.943 0.868 b = climbing up 0.000 0.993 0.973 0.983 c = jumping 0.027 0.833 0.836 0.835 d = lying 0.081 0.624 0.974 0.761 e = sitting 0.027 0.781 0.714 0.746 f = standing 0.001 0.993 0.674 0.803 g = running 0.011 0.907 0.731 0.809 h = walking ------------------------------------------------------- 0.030 0.827 0.800 0.800 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.040 0.712 0.809 0.757 a = climbing down 0.014 0.886 0.808 0.845 b = climbing up 0.000 1.000 0.890 0.942 c = jumping 0.038 0.734 0.700 0.717 d = lying 0.086 0.603 0.952 0.738 e = sitting 0.043 0.686 0.616 0.649 f = standing 0.008 0.965 0.748 0.843 g = running 0.034 0.802 0.789 0.795 h = walking ------------------------------------------------------- 0.034 0.794 0.771 0.774 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.753 0.835 0.792 a = climbing down 0.118 0.409 0.571 0.476 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.022 0.887 0.908 0.897 d = lying 0.014 0.905 0.959 0.931 e = sitting 0.020 0.870 0.793 0.830 f = standing 0.001 0.994 0.993 0.993 g = running 0.041 0.632 0.383 0.477 h = walking ------------------------------------------------------- 0.032 0.681 0.680 0.675 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.048 0.697 0.809 0.749 a = climbing down 0.081 0.611 0.807 0.695 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.016 0.875 0.686 0.769 d = lying 0.020 0.842 0.737 0.786 e = sitting 0.085 0.621 0.828 0.710 f = standing 0.006 0.970 0.964 0.967 g = running 0.011 0.879 0.495 0.633 h = walking ------------------------------------------------------- 0.037 0.796 0.769 0.768 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.078 0.570 0.924 0.705 a = climbing down 0.038 0.799 0.505 0.619 b = climbing up 0.000 1.000 0.040 0.077 c = jumping 0.039 0.656 0.549 0.598 d = lying 0.031 0.743 0.887 0.809 e = sitting 0.114 0.527 0.726 0.611 f = standing 0.030 0.840 0.968 0.899 g = running 0.027 0.792 0.607 0.688 h = walking ------------------------------------------------------- 0.050 0.722 0.691 0.680 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.758 0.842 a = climbing down 0.053 0.690 0.909 0.785 b = climbing up 0.000 0.994 0.937 0.965 c = jumping 0.010 0.945 0.984 0.964 d = lying 0.069 0.641 0.856 0.733 e = sitting 0.035 0.781 0.709 0.743 f = standing 0.002 0.991 0.793 0.881 g = running 0.014 0.907 0.844 0.875 h = walking ------------------------------------------------------- 0.025 0.857 0.836 0.839 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.679 0.757 0.716 a = climbing down 0.018 0.736 0.419 0.534 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.022 0.872 0.791 0.829 d = lying 0.021 0.794 0.438 0.565 e = sitting 0.125 0.527 0.836 0.646 f = standing 0.022 0.891 0.998 0.942 g = running 0.049 0.757 0.838 0.796 h = walking ------------------------------------------------------- 0.042 0.763 0.742 0.734 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.027 0.797 0.767 0.782 a = climbing down 0.043 0.773 0.849 0.809 b = climbing up 0.000 1.000 0.811 0.895 c = jumping 0.006 0.951 0.666 0.784 d = lying 0.019 0.866 0.824 0.844 e = sitting 0.078 0.632 0.850 0.725 f = standing 0.007 0.960 0.997 0.978 g = running 0.022 0.871 0.817 0.843 h = walking ------------------------------------------------------- 0.028 0.841 0.826 0.827 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.851 0.453 0.592 a = climbing down 0.141 0.515 0.973 0.674 b = climbing up 0.000 0.988 0.926 0.956 c = jumping 0.004 0.976 0.959 0.967 d = lying 0.032 0.654 0.416 0.508 e = sitting 0.095 0.612 0.800 0.694 f = standing 0.009 0.952 0.997 0.974 g = running 0.004 0.960 0.511 0.667 h = walking ------------------------------------------------------- 0.041 0.797 0.747 0.740 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.836 0.646 0.729 a = climbing down 0.122 0.516 0.897 0.655 b = climbing up 0.005 0.814 0.978 0.889 c = jumping 0.000 0.999 0.775 0.873 d = lying 0.074 0.639 0.675 0.656 e = sitting 0.085 0.544 0.578 0.560 f = standing 0.023 0.876 0.966 0.918 g = running 0.015 0.830 0.411 0.549 h = walking ------------------------------------------------------- 0.047 0.749 0.710 0.708 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.171 0.247 0.741 0.371 a = climbing down 0.104 0.176 0.155 0.165 b = climbing up 0.000 0.993 0.842 0.911 c = jumping 0.003 0.986 0.977 0.981 d = lying 0.155 0.512 0.993 0.676 e = sitting 0.002 0.932 0.167 0.283 f = standing 0.036 0.833 0.994 0.907 g = running 0.009 0.593 0.064 0.115 h = walking ------------------------------------------------------- 0.055 0.667 0.575 0.521 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.072 0.613 0.814 0.699 a = climbing down 0.074 0.487 0.490 0.488 b = climbing up 0.001 0.971 0.982 0.976 c = jumping 0.058 0.735 0.928 0.820 d = lying 0.030 0.616 0.337 0.435 e = sitting 0.088 0.560 0.638 0.596 f = standing 0.006 0.969 0.969 0.969 g = running 0.024 0.813 0.574 0.673 h = walking ------------------------------------------------------- 0.048 0.701 0.695 0.686 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.836 0.783 0.809 a = climbing down 0.032 0.828 0.918 0.871 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.009 0.923 0.595 0.723 d = lying 0.072 0.481 0.430 0.454 e = sitting 0.154 0.416 0.585 0.486 f = standing 0.003 0.981 0.899 0.938 g = running 0.019 0.894 0.935 0.914 h = walking ------------------------------------------------------- 0.045 0.766 0.738 0.743 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.169 0.441 0.983 0.609 a = climbing down 0.048 0.643 0.643 0.643 b = climbing up 0.048 0.306 0.988 0.468 c = jumping 0.001 0.997 0.987 0.992 d = lying 0.030 0.833 0.919 0.874 e = sitting 0.011 0.923 0.809 0.862 f = standing 0.005 0.960 0.695 0.806 g = running 0.003 0.532 0.021 0.041 h = walking ------------------------------------------------------- 0.034 0.764 0.719 0.685 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.897 0.970 0.932 a = climbing down 0.122 0.525 0.899 0.663 b = climbing up 0.000 0.994 0.908 0.949 c = jumping 0.047 0.775 0.992 0.870 d = lying 0.048 0.742 0.936 0.828 e = sitting 0.012 0.900 0.651 0.756 f = standing 0.002 0.986 0.788 0.876 g = running 0.008 0.882 0.322 0.472 h = walking ------------------------------------------------------- 0.034 0.827 0.780 0.769 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.500 0.189 0.274 a = climbing down 0.199 0.460 0.977 0.626 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.001 0.994 0.628 0.770 d = lying 0.061 0.659 0.819 0.731 e = sitting 0.085 0.559 0.869 0.680 f = standing 0.001 0.996 0.733 0.844 g = running 0.009 0.854 0.365 0.512 h = walking ------------------------------------------------------- 0.052 0.744 0.667 0.656 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.872 0.823 a = climbing down 0.017 0.872 0.838 0.854 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.039 0.761 0.841 0.799 d = lying 0.053 0.717 0.943 0.814 e = sitting 0.032 0.774 0.711 0.742 f = standing 0.003 0.989 0.803 0.886 g = running 0.027 0.836 0.805 0.820 h = walking ------------------------------------------------------- 0.025 0.840 0.827 0.829 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.004 0.950 0.579 0.719 a = climbing down 0.128 0.480 0.876 0.621 b = climbing up 0.000 0.992 0.925 0.958 c = jumping 0.029 0.836 0.831 0.833 d = lying 0.053 0.661 0.665 0.663 e = sitting 0.082 0.540 0.542 0.541 f = standing 0.002 0.992 0.995 0.993 g = running 0.019 0.844 0.548 0.665 h = walking ------------------------------------------------------- 0.043 0.767 0.727 0.730 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.087 0.494 0.641 0.558 a = climbing down 0.074 0.599 0.728 0.658 b = climbing up 0.011 0.636 0.930 0.755 c = jumping 0.006 0.953 0.765 0.848 d = lying 0.045 0.720 0.655 0.686 e = sitting 0.102 0.531 0.747 0.620 f = standing 0.002 0.986 0.805 0.887 g = running 0.015 0.848 0.511 0.638 h = walking ------------------------------------------------------- 0.044 0.745 0.701 0.709 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.762 0.867 0.811 a = climbing down 0.050 0.739 0.467 0.572 b = climbing up 0.000 1.000 0.195 0.327 c = jumping 0.038 0.633 0.491 0.553 d = lying 0.024 0.749 0.715 0.732 e = sitting 0.137 0.492 0.758 0.597 f = standing 0.031 0.836 0.977 0.901 g = running 0.055 0.714 0.783 0.747 h = walking ------------------------------------------------------- 0.054 0.708 0.689 0.679 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.924 0.869 0.896 a = climbing down 0.038 0.760 0.936 0.839 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.976 0.988 0.982 d = lying 0.068 0.653 0.730 0.689 e = sitting 0.053 0.714 0.762 0.738 f = standing 0.001 0.997 0.834 0.908 g = running 0.009 0.937 0.807 0.867 h = walking ------------------------------------------------------- 0.025 0.857 0.844 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.853 0.909 0.880 a = climbing down 0.020 0.776 0.706 0.739 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.004 0.977 0.822 0.893 d = lying 0.038 0.682 0.449 0.541 e = sitting 0.128 0.556 0.823 0.664 f = standing 0.010 0.948 0.995 0.971 g = running 0.017 0.903 0.867 0.885 h = walking ------------------------------------------------------- 0.035 0.817 0.800 0.799 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.868 0.750 0.805 a = climbing down 0.064 0.665 0.855 0.749 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.004 0.980 0.949 0.964 d = lying 0.044 0.723 0.752 0.737 e = sitting 0.043 0.745 0.733 0.739 f = standing 0.006 0.966 0.981 0.973 g = running 0.024 0.852 0.753 0.799 h = walking ------------------------------------------------------- 0.027 0.837 0.828 0.830 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.837 0.891 a = climbing down 0.076 0.671 0.970 0.793 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.000 0.997 0.993 0.995 d = lying 0.070 0.680 0.862 0.761 e = sitting 0.025 0.772 0.548 0.641 f = standing 0.005 0.976 1.000 0.988 g = running 0.005 0.960 0.647 0.773 h = walking ------------------------------------------------------- 0.026 0.862 0.840 0.838 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.538 0.694 a = climbing down 0.167 0.470 0.949 0.628 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.989 0.963 0.975 d = lying 0.124 0.588 0.952 0.727 e = sitting 0.012 0.585 0.116 0.194 f = standing 0.005 0.972 1.000 0.986 g = running 0.014 0.831 0.362 0.504 h = walking ------------------------------------------------------- 0.047 0.776 0.721 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.178 0.212 0.714 0.327 a = climbing down 0.108 0.243 0.221 0.231 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 0.998 0.968 0.983 d = lying 0.096 0.649 0.964 0.776 e = sitting 0.010 0.861 0.396 0.543 f = standing 0.038 0.834 1.000 0.909 g = running 0.001 0.857 0.037 0.071 h = walking ------------------------------------------------------- 0.048 0.723 0.617 0.579 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.852 0.882 a = climbing down 0.029 0.804 0.828 0.816 b = climbing up 0.000 0.993 0.943 0.968 c = jumping 0.012 0.935 0.962 0.948 d = lying 0.038 0.707 0.641 0.672 e = sitting 0.050 0.734 0.783 0.757 f = standing 0.001 0.992 0.980 0.986 g = running 0.022 0.882 0.908 0.895 h = walking ------------------------------------------------------- 0.022 0.860 0.860 0.859 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.939 0.600 0.732 a = climbing down 0.115 0.534 0.863 0.660 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.028 0.858 0.977 0.913 d = lying 0.072 0.539 0.430 0.478 e = sitting 0.086 0.415 0.427 0.421 f = standing 0.002 0.986 0.993 0.990 g = running 0.034 0.752 0.600 0.668 h = walking ------------------------------------------------------- 0.048 0.722 0.705 0.701 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.204 0.420 0.926 0.578 a = climbing down 0.030 0.235 0.296 0.262 b = climbing up 0.000 1.000 0.497 0.664 c = jumping 0.032 0.819 0.711 0.761 d = lying 0.002 0.990 0.974 0.982 e = sitting 0.060 0.741 0.835 0.785 f = standing 0.018 0.859 0.997 0.923 g = running 0.003 0.333 0.007 0.014 h = walking ------------------------------------------------------- 0.048 0.688 0.698 0.648 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.035 0.752 0.933 0.833 a = climbing down 0.127 0.497 0.810 0.616 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.053 0.761 0.964 0.850 d = lying 0.036 0.782 0.800 0.790 e = sitting 0.029 0.738 0.598 0.660 f = standing 0.005 0.975 0.866 0.917 g = running 0.011 0.821 0.267 0.403 h = walking ------------------------------------------------------- 0.039 0.777 0.745 0.729 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.543 0.434 0.482 a = climbing down 0.109 0.619 0.903 0.734 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.985 0.815 0.892 d = lying 0.061 0.646 0.966 0.775 e = sitting 0.030 0.792 0.768 0.779 f = standing 0.002 0.992 0.830 0.904 g = running 0.021 0.791 0.538 0.640 h = walking ------------------------------------------------------- 0.039 0.784 0.759 0.757 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.076 0.563 0.804 0.662 a = climbing down 0.120 0.469 0.767 0.583 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.031 0.813 0.827 0.820 d = lying 0.061 0.660 0.924 0.770 e = sitting 0.035 0.714 0.615 0.660 f = standing 0.010 0.962 0.850 0.903 g = running 0.018 0.346 0.054 0.094 h = walking ------------------------------------------------------- 0.043 0.683 0.693 0.661 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.057 0.667 0.841 0.744 a = climbing down 0.067 0.585 0.649 0.615 b = climbing up 0.000 0.975 0.975 0.975 c = jumping 0.031 0.816 0.770 0.792 d = lying 0.049 0.768 0.973 0.859 e = sitting 0.024 0.828 0.652 0.730 f = standing 0.001 0.997 0.997 0.997 g = running 0.015 0.859 0.585 0.696 h = walking ------------------------------------------------------- 0.032 0.802 0.790 0.788 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.005 0.000 0.000 0.000 a = climbing down 0.196 0.467 0.989 0.634 b = climbing up 0.044 0.174 0.562 0.266 c = jumping 0.040 0.730 0.764 0.747 d = lying 0.066 0.590 0.651 0.619 e = sitting 0.068 0.595 0.563 0.579 f = standing 0.002 0.988 0.656 0.788 g = running 0.012 0.903 0.635 0.745 h = walking ------------------------------------------------------- 0.054 0.556 0.602 0.547 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.847 0.734 0.787 a = climbing down 0.155 0.486 0.509 0.497 b = climbing up 0.000 1.000 0.153 0.265 c = jumping 0.055 0.635 0.659 0.647 d = lying 0.048 0.747 0.922 0.825 e = sitting 0.120 0.458 0.638 0.534 f = standing 0.028 0.842 0.932 0.885 g = running 0.015 0.759 0.289 0.419 h = walking ------------------------------------------------------- 0.071 0.663 0.639 0.626 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.954 0.654 0.776 a = climbing down 0.075 0.627 0.910 0.743 b = climbing up 0.000 0.994 0.947 0.970 c = jumping 0.010 0.942 0.965 0.953 d = lying 0.015 0.909 0.893 0.901 e = sitting 0.027 0.809 0.880 0.843 f = standing 0.002 0.990 0.930 0.959 g = running 0.022 0.853 0.746 0.796 h = walking ------------------------------------------------------- 0.020 0.882 0.864 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.662 0.742 0.700 a = climbing down 0.051 0.636 0.685 0.660 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.011 0.767 0.206 0.325 d = lying 0.035 0.793 0.668 0.725 e = sitting 0.182 0.438 0.885 0.586 f = standing 0.006 0.967 0.980 0.974 g = running 0.016 0.901 0.786 0.840 h = walking ------------------------------------------------------- 0.045 0.762 0.710 0.699 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.914 0.663 0.769 a = climbing down 0.057 0.704 0.751 0.727 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.007 0.897 0.354 0.507 d = lying 0.052 0.715 0.864 0.783 e = sitting 0.097 0.517 0.764 0.616 f = standing 0.001 0.992 0.983 0.987 g = running 0.058 0.724 0.858 0.785 h = walking ------------------------------------------------------- 0.038 0.791 0.757 0.750 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.848 0.775 0.810 a = climbing down 0.042 0.752 0.845 0.796 b = climbing up 0.000 0.986 0.845 0.910 c = jumping 0.008 0.957 0.967 0.962 d = lying 0.053 0.725 0.931 0.815 e = sitting 0.017 0.864 0.641 0.736 f = standing 0.006 0.969 0.998 0.983 g = running 0.022 0.874 0.819 0.846 h = walking ------------------------------------------------------- 0.022 0.863 0.857 0.855 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.758 0.767 a = climbing down 0.087 0.613 0.803 0.695 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.978 0.948 0.963 d = lying 0.080 0.590 0.933 0.723 e = sitting 0.012 0.882 0.502 0.640 f = standing 0.004 0.977 0.997 0.987 g = running 0.033 0.734 0.539 0.622 h = walking ------------------------------------------------------- 0.032 0.811 0.786 0.782 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.241 0.185 0.801 0.301 a = climbing down 0.008 0.887 0.408 0.558 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.025 0.880 0.933 0.906 d = lying 0.010 0.947 0.963 0.955 e = sitting 0.010 0.933 0.830 0.878 f = standing 0.032 0.847 1.000 0.917 g = running 0.003 0.575 0.018 0.035 h = walking ------------------------------------------------------- 0.029 0.800 0.700 0.680 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.818 0.678 0.741 a = climbing down 0.142 0.486 0.856 0.620 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.007 0.961 0.916 0.938 d = lying 0.023 0.867 0.875 0.871 e = sitting 0.034 0.798 0.838 0.818 f = standing 0.001 0.995 0.989 0.992 g = running 0.019 0.743 0.312 0.439 h = walking ------------------------------------------------------- 0.033 0.820 0.791 0.785 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.940 0.588 0.724 a = climbing down 0.103 0.598 0.939 0.731 b = climbing up 0.000 1.000 0.615 0.762 c = jumping 0.012 0.939 0.973 0.956 d = lying 0.088 0.351 0.379 0.365 e = sitting 0.074 0.457 0.389 0.420 f = standing 0.010 0.949 0.993 0.970 g = running 0.029 0.810 0.671 0.734 h = walking ------------------------------------------------------- 0.043 0.742 0.722 0.719 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.220 0.400 0.922 0.558 a = climbing down 0.010 0.348 0.167 0.225 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.044 0.758 0.679 0.716 d = lying 0.016 0.935 0.981 0.958 e = sitting 0.067 0.685 0.713 0.698 f = standing 0.001 0.994 1.000 0.997 g = running 0.006 0.633 0.052 0.096 h = walking ------------------------------------------------------- 0.054 0.725 0.689 0.648 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.059 0.641 0.941 0.762 a = climbing down 0.062 0.578 0.530 0.553 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.060 0.735 0.950 0.829 d = lying 0.013 0.897 0.732 0.806 e = sitting 0.067 0.541 0.579 0.559 f = standing 0.005 0.968 0.779 0.863 g = running 0.037 0.772 0.657 0.710 h = walking ------------------------------------------------------- 0.040 0.754 0.736 0.736 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.168 0.275 0.420 0.332 a = climbing down 0.151 0.456 0.654 0.538 b = climbing up 0.000 0.976 1.000 0.988 c = jumping 0.016 0.878 0.783 0.828 d = lying 0.085 0.559 0.941 0.702 e = sitting 0.022 0.783 0.529 0.632 f = standing 0.003 0.981 0.716 0.828 g = running 0.004 0.872 0.183 0.303 h = walking ------------------------------------------------------- 0.062 0.706 0.611 0.613 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.085 0.526 0.800 0.635 a = climbing down 0.037 0.722 0.638 0.678 b = climbing up 0.000 0.988 0.523 0.684 c = jumping 0.034 0.726 0.590 0.651 d = lying 0.058 0.650 0.792 0.714 e = sitting 0.091 0.525 0.657 0.584 f = standing 0.013 0.945 0.813 0.874 g = running 0.029 0.767 0.572 0.655 h = walking ------------------------------------------------------- 0.044 0.727 0.697 0.702 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.076 0.604 0.805 0.690 a = climbing down 0.108 0.461 0.624 0.530 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.039 0.787 0.764 0.775 d = lying 0.020 0.876 0.951 0.912 e = sitting 0.044 0.732 0.698 0.715 f = standing 0.000 0.999 0.999 0.999 g = running 0.024 0.635 0.248 0.357 h = walking ------------------------------------------------------- 0.042 0.740 0.732 0.720 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.140 0.318 0.504 0.390 a = climbing down 0.034 0.762 0.612 0.679 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.024 0.829 0.814 0.822 d = lying 0.026 0.775 0.624 0.691 e = sitting 0.076 0.651 0.799 0.718 f = standing 0.000 0.998 0.943 0.969 g = running 0.083 0.345 0.261 0.297 h = walking ------------------------------------------------------- 0.051 0.689 0.667 0.671 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.779 0.616 0.688 a = climbing down 0.057 0.738 0.561 0.637 b = climbing up 0.000 1.000 0.119 0.212 c = jumping 0.047 0.709 0.774 0.740 d = lying 0.029 0.823 0.896 0.858 e = sitting 0.107 0.518 0.727 0.605 f = standing 0.025 0.860 0.961 0.907 g = running 0.021 0.864 0.826 0.845 h = walking ------------------------------------------------------- 0.045 0.758 0.743 0.737 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.552 0.693 a = climbing down 0.157 0.435 0.904 0.587 b = climbing up 0.000 0.994 0.943 0.968 c = jumping 0.012 0.932 0.967 0.949 d = lying 0.061 0.665 0.836 0.740 e = sitting 0.041 0.772 0.817 0.794 f = standing 0.001 0.992 0.752 0.855 g = running 0.027 0.632 0.273 0.381 h = walking ------------------------------------------------------- 0.039 0.786 0.734 0.730 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.580 0.831 0.683 a = climbing down 0.028 0.686 0.474 0.561 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.087 0.416 0.339 0.373 d = lying 0.039 0.737 0.549 0.629 e = sitting 0.140 0.428 0.644 0.514 f = standing 0.006 0.970 0.997 0.983 g = running 0.018 0.902 0.887 0.895 h = walking ------------------------------------------------------- 0.051 0.695 0.679 0.677 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.095 0.439 0.584 0.501 a = climbing down 0.077 0.505 0.457 0.480 b = climbing up 0.000 0.986 0.887 0.934 c = jumping 0.042 0.624 0.391 0.481 d = lying 0.070 0.607 0.748 0.670 e = sitting 0.117 0.412 0.488 0.447 f = standing 0.003 0.985 0.953 0.969 g = running 0.053 0.641 0.570 0.603 h = walking ------------------------------------------------------- 0.062 0.618 0.604 0.604 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.842 0.785 0.813 a = climbing down 0.039 0.722 0.668 0.694 b = climbing up 0.001 0.943 0.786 0.857 c = jumping 0.004 0.975 0.956 0.965 d = lying 0.068 0.595 0.667 0.629 e = sitting 0.057 0.628 0.570 0.598 f = standing 0.007 0.964 0.991 0.977 g = running 0.044 0.783 0.872 0.825 h = walking ------------------------------------------------------- 0.033 0.795 0.794 0.793 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.796 0.555 0.654 a = climbing down 0.100 0.563 0.833 0.672 b = climbing up 0.001 0.968 1.000 0.984 c = jumping 0.003 0.981 0.832 0.900 d = lying 0.112 0.493 0.892 0.635 e = sitting 0.040 0.693 0.432 0.532 f = standing 0.002 0.988 0.993 0.991 g = running 0.030 0.763 0.584 0.661 h = walking ------------------------------------------------------- 0.040 0.772 0.734 0.733 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.288 0.186 0.956 0.312 a = climbing down 0.002 0.444 0.008 0.016 b = climbing up 0.000 1.000 0.155 0.268 c = jumping 0.017 0.915 0.946 0.931 d = lying 0.130 0.531 0.871 0.659 e = sitting 0.029 0.578 0.217 0.316 f = standing 0.022 0.887 0.988 0.934 g = running 0.034 0.094 0.017 0.029 h = walking ------------------------------------------------------- 0.054 0.557 0.532 0.470 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.708 0.698 0.703 a = climbing down 0.088 0.546 0.622 0.582 b = climbing up 0.019 0.503 0.974 0.664 c = jumping 0.024 0.875 0.882 0.878 d = lying 0.018 0.773 0.426 0.550 e = sitting 0.093 0.605 0.861 0.710 f = standing 0.000 0.997 0.787 0.879 g = running 0.068 0.585 0.553 0.569 h = walking ------------------------------------------------------- 0.046 0.727 0.702 0.701 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.931 0.746 0.828 a = climbing down 0.033 0.784 0.761 0.772 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.008 0.956 0.955 0.956 d = lying 0.130 0.388 0.510 0.441 e = sitting 0.079 0.245 0.165 0.197 f = standing 0.006 0.969 0.998 0.983 g = running 0.053 0.746 0.879 0.807 h = walking ------------------------------------------------------- 0.044 0.726 0.728 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.067 0.675 0.877 0.763 a = climbing down 0.145 0.132 0.720 0.224 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.016 0.923 0.915 0.919 d = lying 0.036 0.862 0.939 0.899 e = sitting 0.011 0.936 0.810 0.868 f = standing 0.008 0.934 0.998 0.965 g = running 0.002 0.556 0.009 0.018 h = walking ------------------------------------------------------- 0.026 0.794 0.742 0.712 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.858 0.904 0.881 a = climbing down 0.040 0.758 0.782 0.770 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.020 0.895 0.978 0.935 d = lying 0.008 0.944 0.832 0.884 e = sitting 0.013 0.897 0.833 0.864 f = standing 0.016 0.929 0.980 0.954 g = running 0.029 0.838 0.795 0.816 h = walking ------------------------------------------------------- 0.020 0.879 0.878 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.643 0.571 0.605 a = climbing down 0.139 0.556 0.884 0.682 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.005 0.964 0.854 0.906 d = lying 0.108 0.485 0.871 0.623 e = sitting 0.036 0.640 0.496 0.559 f = standing 0.001 0.996 0.738 0.848 g = running 0.014 0.789 0.356 0.491 h = walking ------------------------------------------------------- 0.047 0.752 0.696 0.696 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.048 0.663 0.816 0.731 a = climbing down 0.040 0.713 0.718 0.715 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.043 0.723 0.754 0.738 d = lying 0.063 0.675 0.928 0.781 e = sitting 0.044 0.687 0.628 0.656 f = standing 0.005 0.981 0.806 0.885 g = running 0.036 0.752 0.639 0.691 h = walking ------------------------------------------------------- 0.035 0.772 0.757 0.758 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.062 0.630 0.830 0.716 a = climbing down 0.076 0.569 0.713 0.633 b = climbing up 0.001 0.967 0.951 0.959 c = jumping 0.014 0.923 0.931 0.927 d = lying 0.048 0.755 0.888 0.816 e = sitting 0.027 0.816 0.674 0.738 f = standing 0.002 0.992 0.997 0.995 g = running 0.017 0.782 0.391 0.522 h = walking ------------------------------------------------------- 0.032 0.799 0.785 0.779 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.029 0.485 0.212 0.295 a = climbing down 0.228 0.419 0.888 0.569 b = climbing up 0.009 0.644 0.977 0.776 c = jumping 0.008 0.938 0.879 0.908 d = lying 0.081 0.511 0.583 0.545 e = sitting 0.078 0.534 0.536 0.535 f = standing 0.000 0.998 0.878 0.934 g = running 0.032 0.241 0.060 0.097 h = walking ------------------------------------------------------- 0.066 0.598 0.600 0.570 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.676 0.726 0.700 a = climbing down 0.061 0.760 0.675 0.715 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.053 0.634 0.619 0.626 d = lying 0.026 0.827 0.816 0.822 e = sitting 0.099 0.497 0.621 0.552 f = standing 0.046 0.774 0.987 0.868 g = running 0.009 0.933 0.749 0.831 h = walking ------------------------------------------------------- 0.047 0.741 0.723 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.970 0.687 0.804 a = climbing down 0.026 0.596 0.266 0.368 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.014 0.921 0.998 0.958 d = lying 0.073 0.654 0.828 0.731 e = sitting 0.057 0.660 0.675 0.667 f = standing 0.003 0.983 0.707 0.823 g = running 0.129 0.542 0.937 0.687 h = walking ------------------------------------------------------- 0.043 0.770 0.738 0.730 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.039 0.672 0.901 0.770 a = climbing down 0.098 0.420 0.679 0.519 b = climbing up 0.000 0.993 0.792 0.881 c = jumping 0.003 0.974 0.623 0.760 d = lying 0.042 0.624 0.341 0.441 e = sitting 0.185 0.429 0.849 0.570 f = standing 0.009 0.955 0.976 0.965 g = running 0.004 0.953 0.437 0.599 h = walking ------------------------------------------------------- 0.048 0.755 0.668 0.668 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.897 0.545 0.678 a = climbing down 0.024 0.627 0.264 0.372 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.004 0.976 0.918 0.946 d = lying 0.089 0.557 0.768 0.645 e = sitting 0.046 0.653 0.487 0.558 f = standing 0.005 0.975 0.995 0.985 g = running 0.156 0.500 0.927 0.649 h = walking ------------------------------------------------------- 0.046 0.750 0.714 0.704 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.040 0.702 0.809 0.751 a = climbing down 0.052 0.678 0.696 0.687 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.114 0.542 0.862 0.665 e = sitting 0.023 0.664 0.284 0.398 f = standing 0.002 0.988 0.998 0.993 g = running 0.017 0.896 0.785 0.837 h = walking ------------------------------------------------------- 0.033 0.799 0.785 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.801 0.653 0.720 a = climbing down 0.157 0.510 0.837 0.634 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.985 0.968 0.976 d = lying 0.110 0.490 0.836 0.618 e = sitting 0.016 0.577 0.145 0.232 f = standing 0.014 0.932 0.999 0.964 g = running 0.026 0.690 0.342 0.457 h = walking ------------------------------------------------------- 0.049 0.728 0.704 0.678 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.194 0.930 0.321 a = climbing down 0.012 0.852 0.396 0.541 b = climbing up 0.014 0.569 0.978 0.719 c = jumping 0.000 1.000 0.900 0.948 d = lying 0.054 0.734 0.833 0.781 e = sitting 0.045 0.697 0.666 0.681 f = standing 0.016 0.912 0.911 0.911 g = running 0.001 0.636 0.005 0.011 h = walking ------------------------------------------------------- 0.035 0.763 0.635 0.616 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.805 0.775 0.790 a = climbing down 0.049 0.687 0.707 0.697 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.017 0.907 0.992 0.948 d = lying 0.090 0.584 0.735 0.651 e = sitting 0.032 0.714 0.494 0.584 f = standing 0.000 0.998 0.938 0.967 g = running 0.034 0.807 0.819 0.813 h = walking ------------------------------------------------------- 0.034 0.795 0.790 0.788 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.619 0.752 a = climbing down 0.069 0.665 0.893 0.762 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.006 0.965 0.978 0.972 d = lying 0.056 0.576 0.424 0.488 e = sitting 0.098 0.487 0.610 0.541 f = standing 0.002 0.985 0.984 0.985 g = running 0.029 0.835 0.846 0.840 h = walking ------------------------------------------------------- 0.037 0.786 0.772 0.769 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.203 0.426 0.949 0.588 a = climbing down 0.021 0.477 0.613 0.536 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.027 0.745 0.382 0.505 d = lying 0.027 0.895 0.972 0.932 e = sitting 0.124 0.559 0.767 0.647 f = standing 0.003 0.974 0.998 0.986 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.051 0.634 0.710 0.649 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.802 0.976 0.880 a = climbing down 0.087 0.609 0.851 0.710 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.014 0.921 0.934 0.928 d = lying 0.032 0.818 0.919 0.866 e = sitting 0.014 0.891 0.818 0.853 f = standing 0.001 0.997 0.895 0.943 g = running 0.004 0.966 0.562 0.711 h = walking ------------------------------------------------------- 0.023 0.871 0.845 0.845 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.094 0.471 0.562 0.513 a = climbing down 0.079 0.674 0.860 0.755 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.019 0.873 0.881 0.877 d = lying 0.092 0.537 0.946 0.685 e = sitting 0.025 0.822 0.706 0.760 f = standing 0.000 1.000 0.639 0.780 g = running 0.011 0.864 0.483 0.620 h = walking ------------------------------------------------------- 0.041 0.774 0.722 0.724 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.065 0.567 0.741 0.642 a = climbing down 0.069 0.626 0.869 0.728 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.025 0.814 0.733 0.771 d = lying 0.027 0.797 0.776 0.786 e = sitting 0.071 0.618 0.766 0.684 f = standing 0.006 0.979 0.900 0.938 g = running 0.006 0.922 0.461 0.615 h = walking ------------------------------------------------------- 0.033 0.797 0.763 0.764 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.034 0.754 0.778 0.766 a = climbing down 0.133 0.419 0.670 0.515 b = climbing up 0.001 0.937 0.967 0.952 c = jumping 0.021 0.871 0.802 0.835 d = lying 0.040 0.748 0.717 0.732 e = sitting 0.078 0.606 0.678 0.640 f = standing 0.001 0.994 0.992 0.993 g = running 0.024 0.621 0.254 0.360 h = walking ------------------------------------------------------- 0.045 0.730 0.712 0.707 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.567 0.557 0.562 a = climbing down 0.054 0.709 0.798 0.751 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.023 0.843 0.873 0.858 d = lying 0.041 0.676 0.601 0.636 e = sitting 0.072 0.675 0.741 0.706 f = standing 0.002 0.992 0.937 0.964 g = running 0.031 0.792 0.721 0.755 h = walking ------------------------------------------------------- 0.039 0.764 0.761 0.762 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.718 0.616 0.663 a = climbing down 0.062 0.707 0.514 0.596 b = climbing up 0.000 1.000 0.707 0.828 c = jumping 0.024 0.786 0.653 0.713 d = lying 0.019 0.861 0.760 0.808 e = sitting 0.148 0.476 0.839 0.607 f = standing 0.007 0.956 0.921 0.938 g = running 0.044 0.760 0.837 0.797 h = walking ------------------------------------------------------- 0.049 0.754 0.723 0.726 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.904 0.691 0.783 a = climbing down 0.093 0.567 0.927 0.704 b = climbing up 0.016 0.570 0.983 0.721 c = jumping 0.010 0.940 0.957 0.949 d = lying 0.055 0.708 0.791 0.747 e = sitting 0.038 0.770 0.767 0.769 f = standing 0.000 0.997 0.769 0.868 g = running 0.008 0.932 0.667 0.778 h = walking ------------------------------------------------------- 0.028 0.837 0.799 0.804 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.630 0.829 0.716 a = climbing down 0.043 0.637 0.580 0.607 b = climbing up 0.000 0.993 0.792 0.881 c = jumping 0.034 0.693 0.425 0.527 d = lying 0.046 0.601 0.343 0.437 e = sitting 0.173 0.440 0.849 0.580 f = standing 0.020 0.905 0.981 0.941 g = running 0.027 0.839 0.727 0.779 h = walking ------------------------------------------------------- 0.053 0.697 0.668 0.660 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.688 0.772 a = climbing down 0.051 0.710 0.729 0.719 b = climbing up 0.000 0.993 0.875 0.930 c = jumping 0.001 0.986 0.480 0.645 d = lying 0.057 0.664 0.792 0.722 e = sitting 0.115 0.518 0.700 0.595 f = standing 0.003 0.983 0.990 0.987 g = running 0.055 0.717 0.837 0.773 h = walking ------------------------------------------------------- 0.041 0.785 0.748 0.748 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.796 0.844 a = climbing down 0.073 0.657 0.932 0.771 b = climbing up 0.001 0.960 0.988 0.974 c = jumping 0.005 0.971 0.982 0.977 d = lying 0.091 0.602 0.913 0.726 e = sitting 0.014 0.840 0.428 0.567 f = standing 0.002 0.988 0.994 0.991 g = running 0.006 0.951 0.690 0.800 h = walking ------------------------------------------------------- 0.027 0.854 0.822 0.818 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.828 0.699 0.758 a = climbing down 0.079 0.641 0.872 0.739 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.001 0.995 0.927 0.959 d = lying 0.134 0.454 0.899 0.603 e = sitting 0.021 0.692 0.240 0.357 f = standing 0.003 0.984 0.997 0.990 g = running 0.028 0.794 0.642 0.710 h = walking ------------------------------------------------------- 0.036 0.789 0.752 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.235 0.215 0.963 0.352 a = climbing down 0.007 0.875 0.301 0.448 b = climbing up 0.000 0.993 0.921 0.956 c = jumping 0.000 0.998 0.953 0.975 d = lying 0.090 0.651 0.956 0.774 e = sitting 0.011 0.886 0.503 0.641 f = standing 0.006 0.964 0.993 0.978 g = running 0.010 0.810 0.212 0.336 h = walking ------------------------------------------------------- 0.034 0.826 0.673 0.673 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.782 0.778 a = climbing down 0.030 0.753 0.618 0.679 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.953 0.955 0.954 d = lying 0.054 0.700 0.864 0.773 e = sitting 0.023 0.827 0.651 0.729 f = standing 0.001 0.995 1.000 0.997 g = running 0.043 0.787 0.901 0.840 h = walking ------------------------------------------------------- 0.025 0.840 0.837 0.834 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.097 0.562 0.875 0.684 a = climbing down 0.121 0.557 0.922 0.695 b = climbing up 0.004 0.829 0.959 0.890 c = jumping 0.032 0.836 0.868 0.852 d = lying 0.074 0.333 0.293 0.312 e = sitting 0.089 0.433 0.445 0.439 f = standing 0.005 0.971 0.924 0.947 g = running 0.002 0.586 0.014 0.028 h = walking ------------------------------------------------------- 0.055 0.634 0.632 0.579 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.059 0.694 0.856 0.767 a = climbing down 0.007 0.571 0.301 0.394 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.045 0.827 0.936 0.878 d = lying 0.001 0.996 0.983 0.989 e = sitting 0.015 0.912 0.777 0.839 f = standing 0.022 0.835 1.000 0.910 g = running 0.021 0.873 0.702 0.778 h = walking ------------------------------------------------------- 0.025 0.860 0.855 0.851 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.024 0.804 0.905 0.852 a = climbing down 0.056 0.699 0.858 0.771 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.034 0.820 0.925 0.869 d = lying 0.023 0.868 0.963 0.913 e = sitting 0.018 0.873 0.778 0.823 f = standing 0.001 0.994 0.890 0.939 g = running 0.016 0.881 0.645 0.744 h = walking ------------------------------------------------------- 0.023 0.860 0.850 0.849 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.241 0.143 0.179 a = climbing down 0.110 0.556 0.705 0.622 b = climbing up 0.000 0.976 0.992 0.984 c = jumping 0.027 0.810 0.712 0.758 d = lying 0.075 0.590 0.941 0.725 e = sitting 0.067 0.596 0.687 0.638 f = standing 0.000 0.998 0.499 0.665 g = running 0.099 0.491 0.664 0.564 h = walking ------------------------------------------------------- 0.059 0.643 0.612 0.602 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.120 0.473 0.867 0.612 a = climbing down 0.031 0.762 0.711 0.735 b = climbing up 0.000 1.000 0.702 0.825 c = jumping 0.028 0.782 0.648 0.709 d = lying 0.054 0.693 0.940 0.798 e = sitting 0.058 0.644 0.733 0.686 f = standing 0.008 0.967 0.817 0.885 g = running 0.040 0.516 0.244 0.331 h = walking ------------------------------------------------------- 0.042 0.724 0.703 0.695 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.671 0.824 0.740 a = climbing down 0.116 0.436 0.611 0.509 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.093 0.620 0.785 0.692 d = lying 0.022 0.866 0.980 0.920 e = sitting 0.031 0.692 0.405 0.511 f = standing 0.000 0.998 0.999 0.998 g = running 0.031 0.572 0.254 0.351 h = walking ------------------------------------------------------- 0.049 0.702 0.697 0.681 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.119 0.273 0.361 0.311 a = climbing down 0.061 0.539 0.432 0.480 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.041 0.784 0.824 0.803 d = lying 0.019 0.846 0.757 0.799 e = sitting 0.062 0.648 0.677 0.662 f = standing 0.000 0.998 0.960 0.979 g = running 0.073 0.563 0.554 0.558 h = walking ------------------------------------------------------- 0.050 0.688 0.674 0.679 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.737 0.902 0.811 a = climbing down 0.028 0.826 0.464 0.594 b = climbing up 0.000 1.000 0.135 0.238 c = jumping 0.085 0.464 0.517 0.489 d = lying 0.056 0.723 0.976 0.831 e = sitting 0.110 0.404 0.477 0.438 f = standing 0.020 0.882 0.966 0.922 g = running 0.019 0.879 0.857 0.868 h = walking ------------------------------------------------------- 0.047 0.721 0.697 0.687 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.867 0.711 0.782 a = climbing down 0.039 0.712 0.692 0.702 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.030 0.853 0.939 0.894 d = lying 0.018 0.889 0.975 0.930 e = sitting 0.017 0.852 0.755 0.800 f = standing 0.002 0.992 0.917 0.953 g = running 0.057 0.718 0.836 0.772 h = walking ------------------------------------------------------- 0.024 0.852 0.847 0.846 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.483 0.649 0.554 a = climbing down 0.010 0.518 0.084 0.145 b = climbing up 0.000 1.000 0.166 0.284 c = jumping 0.015 0.875 0.573 0.693 d = lying 0.017 0.878 0.621 0.728 e = sitting 0.136 0.519 0.903 0.659 f = standing 0.024 0.888 0.996 0.939 g = running 0.088 0.672 0.940 0.783 h = walking ------------------------------------------------------- 0.048 0.726 0.697 0.666 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.908 0.564 0.696 a = climbing down 0.048 0.745 0.780 0.762 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.020 0.694 0.271 0.389 d = lying 0.029 0.826 0.904 0.863 e = sitting 0.121 0.457 0.750 0.568 f = standing 0.002 0.990 0.975 0.982 g = running 0.068 0.700 0.903 0.789 h = walking ------------------------------------------------------- 0.040 0.772 0.745 0.734 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.859 0.703 0.773 a = climbing down 0.079 0.613 0.831 0.705 b = climbing up 0.000 0.993 0.821 0.899 c = jumping 0.012 0.930 0.867 0.898 d = lying 0.041 0.743 0.794 0.768 e = sitting 0.050 0.699 0.697 0.698 f = standing 0.005 0.971 0.997 0.984 g = running 0.022 0.857 0.722 0.784 h = walking ------------------------------------------------------- 0.031 0.819 0.806 0.808 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.034 0.730 0.754 0.742 a = climbing down 0.091 0.620 0.937 0.746 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.005 0.970 0.871 0.918 d = lying 0.059 0.659 0.925 0.770 e = sitting 0.028 0.812 0.646 0.719 f = standing 0.002 0.990 0.998 0.994 g = running 0.010 0.881 0.446 0.592 h = walking ------------------------------------------------------- 0.030 0.828 0.800 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.205 0.224 0.853 0.355 a = climbing down 0.005 0.857 0.200 0.325 b = climbing up 0.000 0.994 0.964 0.979 c = jumping 0.019 0.895 0.819 0.855 d = lying 0.040 0.807 0.980 0.885 e = sitting 0.017 0.887 0.776 0.828 f = standing 0.027 0.868 0.999 0.929 g = running 0.015 0.826 0.333 0.474 h = walking ------------------------------------------------------- 0.032 0.819 0.704 0.703 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.831 0.611 0.704 a = climbing down 0.137 0.506 0.871 0.640 b = climbing up 0.000 1.000 0.922 0.959 c = jumping 0.019 0.883 0.789 0.833 d = lying 0.011 0.888 0.589 0.708 e = sitting 0.090 0.614 0.876 0.722 f = standing 0.000 0.999 0.930 0.963 g = running 0.036 0.663 0.404 0.502 h = walking ------------------------------------------------------- 0.043 0.776 0.735 0.734 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.873 0.883 0.878 a = climbing down 0.045 0.752 0.864 0.805 b = climbing up 0.000 0.984 0.920 0.951 c = jumping 0.019 0.858 0.643 0.735 d = lying 0.080 0.447 0.398 0.421 e = sitting 0.142 0.311 0.435 0.363 f = standing 0.003 0.981 0.997 0.989 g = running 0.017 0.888 0.770 0.825 h = walking ------------------------------------------------------- 0.044 0.743 0.719 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.101 0.592 0.942 0.727 a = climbing down 0.051 0.278 0.645 0.388 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.025 0.902 0.987 0.942 d = lying 0.026 0.864 0.743 0.799 e = sitting 0.058 0.722 0.755 0.738 f = standing 0.001 0.995 1.000 0.998 g = running 0.003 0.952 0.304 0.461 h = walking ------------------------------------------------------- 0.035 0.825 0.770 0.760 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.813 0.926 0.866 a = climbing down 0.077 0.628 0.869 0.729 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.019 0.898 0.982 0.938 d = lying 0.016 0.903 0.941 0.922 e = sitting 0.012 0.919 0.853 0.885 f = standing 0.001 0.997 0.944 0.970 g = running 0.012 0.893 0.532 0.667 h = walking ------------------------------------------------------- 0.021 0.876 0.861 0.858 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.072 0.545 0.561 0.553 a = climbing down 0.133 0.554 0.836 0.666 b = climbing up 0.001 0.961 0.992 0.976 c = jumping 0.006 0.953 0.751 0.840 d = lying 0.049 0.698 0.975 0.813 e = sitting 0.040 0.706 0.747 0.726 f = standing 0.000 0.999 0.828 0.906 g = running 0.012 0.820 0.359 0.499 h = walking ------------------------------------------------------- 0.044 0.771 0.731 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.670 0.749 0.707 a = climbing down 0.033 0.741 0.669 0.704 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.021 0.797 0.540 0.644 d = lying 0.071 0.643 0.968 0.772 e = sitting 0.069 0.610 0.755 0.675 f = standing 0.004 0.985 0.793 0.879 g = running 0.059 0.669 0.673 0.671 h = walking ------------------------------------------------------- 0.038 0.763 0.738 0.739 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.039 0.716 0.768 0.741 a = climbing down 0.152 0.407 0.746 0.527 b = climbing up 0.000 1.000 0.893 0.944 c = jumping 0.031 0.846 0.931 0.886 d = lying 0.023 0.876 0.961 0.916 e = sitting 0.012 0.913 0.714 0.802 f = standing 0.003 0.983 1.000 0.991 g = running 0.016 0.495 0.099 0.165 h = walking ------------------------------------------------------- 0.036 0.769 0.759 0.738 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.729 0.606 0.662 a = climbing down 0.032 0.740 0.537 0.622 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.961 0.899 0.929 d = lying 0.030 0.764 0.701 0.731 e = sitting 0.057 0.695 0.808 0.748 f = standing 0.000 0.998 0.958 0.977 g = running 0.104 0.572 0.814 0.672 h = walking ------------------------------------------------------- 0.036 0.792 0.777 0.778 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.889 0.836 0.862 a = climbing down 0.033 0.828 0.568 0.674 b = climbing up 0.000 1.000 0.242 0.389 c = jumping 0.060 0.538 0.495 0.516 d = lying 0.021 0.876 0.973 0.922 e = sitting 0.138 0.421 0.645 0.509 f = standing 0.026 0.853 0.977 0.911 g = running 0.013 0.920 0.880 0.899 h = walking ------------------------------------------------------- 0.042 0.769 0.740 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.964 0.633 0.764 a = climbing down 0.044 0.726 0.836 0.777 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.005 0.970 0.984 0.977 d = lying 0.019 0.896 0.948 0.921 e = sitting 0.018 0.869 0.912 0.890 f = standing 0.001 0.995 0.901 0.945 g = running 0.037 0.815 0.933 0.870 h = walking ------------------------------------------------------- 0.017 0.899 0.890 0.889 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.021 0.788 0.895 0.838 a = climbing down 0.031 0.697 0.689 0.693 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.006 0.961 0.780 0.861 d = lying 0.019 0.861 0.578 0.692 e = sitting 0.116 0.561 0.901 0.691 f = standing 0.007 0.965 0.991 0.978 g = running 0.015 0.917 0.851 0.883 h = walking ------------------------------------------------------- 0.029 0.843 0.813 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.659 0.771 a = climbing down 0.091 0.612 0.869 0.718 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.006 0.961 0.871 0.914 d = lying 0.042 0.765 0.896 0.826 e = sitting 0.028 0.784 0.730 0.756 f = standing 0.002 0.990 0.976 0.983 g = running 0.031 0.797 0.685 0.736 h = walking ------------------------------------------------------- 0.029 0.841 0.821 0.823 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.665 0.895 0.763 a = climbing down 0.049 0.678 0.655 0.666 b = climbing up 0.000 0.983 0.927 0.954 c = jumping 0.001 0.995 0.981 0.988 d = lying 0.065 0.697 0.952 0.805 e = sitting 0.011 0.896 0.600 0.719 f = standing 0.002 0.992 0.997 0.995 g = running 0.013 0.915 0.722 0.807 h = walking ------------------------------------------------------- 0.025 0.851 0.833 0.831 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.867 0.704 0.777 a = climbing down 0.127 0.559 0.905 0.691 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.982 0.985 0.983 d = lying 0.075 0.620 0.956 0.752 e = sitting 0.005 0.937 0.454 0.611 f = standing 0.002 0.987 0.999 0.993 g = running 0.022 0.762 0.411 0.534 h = walking ------------------------------------------------------- 0.034 0.827 0.786 0.776 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.193 0.192 0.672 0.298 a = climbing down 0.002 0.960 0.270 0.421 b = climbing up 0.001 0.971 0.993 0.982 c = jumping 0.000 0.997 0.768 0.867 d = lying 0.015 0.923 0.969 0.946 e = sitting 0.041 0.784 0.950 0.859 f = standing 0.050 0.781 0.999 0.877 g = running 0.001 0.986 0.389 0.558 h = walking ------------------------------------------------------- 0.029 0.865 0.725 0.732 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.710 0.808 a = climbing down 0.090 0.611 0.918 0.733 b = climbing up 0.001 0.975 1.000 0.987 c = jumping 0.013 0.926 0.932 0.929 d = lying 0.021 0.867 0.797 0.830 e = sitting 0.035 0.801 0.871 0.834 f = standing 0.000 1.000 0.969 0.984 g = running 0.021 0.836 0.620 0.712 h = walking ------------------------------------------------------- 0.025 0.859 0.840 0.841 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.949 0.751 0.838 a = climbing down 0.100 0.593 0.942 0.728 b = climbing up 0.000 0.986 0.973 0.979 c = jumping 0.016 0.898 0.820 0.858 d = lying 0.057 0.495 0.308 0.379 e = sitting 0.138 0.367 0.554 0.441 f = standing 0.003 0.981 0.978 0.979 g = running 0.014 0.886 0.614 0.725 h = walking ------------------------------------------------------- 0.045 0.746 0.711 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.154 0.493 0.961 0.652 a = climbing down 0.005 0.659 0.323 0.433 b = climbing up 0.000 0.980 0.980 0.980 c = jumping 0.051 0.817 0.985 0.893 d = lying 0.003 0.989 0.978 0.983 e = sitting 0.006 0.963 0.738 0.836 f = standing 0.002 0.983 0.995 0.989 g = running 0.006 0.921 0.327 0.482 h = walking ------------------------------------------------------- 0.033 0.863 0.807 0.795 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.947 0.927 a = climbing down 0.026 0.831 0.852 0.841 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.903 0.970 0.935 d = lying 0.031 0.823 0.961 0.886 e = sitting 0.009 0.943 0.862 0.901 f = standing 0.001 0.995 0.862 0.924 g = running 0.019 0.895 0.866 0.880 h = walking ------------------------------------------------------- 0.016 0.906 0.901 0.902 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.063 0.561 0.535 0.548 a = climbing down 0.085 0.672 0.899 0.769 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.012 0.904 0.703 0.791 d = lying 0.078 0.584 0.960 0.726 e = sitting 0.051 0.691 0.791 0.738 f = standing 0.001 0.991 0.679 0.806 g = running 0.010 0.900 0.621 0.735 h = walking ------------------------------------------------------- 0.040 0.780 0.739 0.741 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.071 0.589 0.823 0.687 a = climbing down 0.082 0.611 0.932 0.738 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.007 0.950 0.848 0.896 d = lying 0.050 0.701 0.903 0.790 e = sitting 0.033 0.778 0.805 0.791 f = standing 0.002 0.993 0.883 0.934 g = running 0.009 0.819 0.245 0.377 h = walking ------------------------------------------------------- 0.030 0.811 0.777 0.762 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.812 0.798 0.805 a = climbing down 0.117 0.457 0.688 0.549 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.064 0.709 0.866 0.780 d = lying 0.027 0.844 0.864 0.854 e = sitting 0.033 0.745 0.553 0.635 f = standing 0.002 0.992 1.000 0.996 g = running 0.028 0.663 0.360 0.466 h = walking ------------------------------------------------------- 0.040 0.759 0.745 0.739 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.021 0.800 0.659 0.722 a = climbing down 0.105 0.571 0.852 0.684 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.011 0.924 0.792 0.853 d = lying 0.027 0.800 0.760 0.780 e = sitting 0.064 0.688 0.811 0.744 f = standing 0.003 0.983 0.957 0.970 g = running 0.020 0.837 0.582 0.686 h = walking ------------------------------------------------------- 0.035 0.808 0.785 0.787 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.866 0.824 0.845 a = climbing down 0.026 0.836 0.460 0.593 b = climbing up 0.000 1.000 0.397 0.568 c = jumping 0.056 0.556 0.530 0.543 d = lying 0.033 0.816 0.963 0.883 e = sitting 0.127 0.462 0.696 0.556 f = standing 0.023 0.868 0.972 0.917 g = running 0.031 0.835 0.908 0.870 h = walking ------------------------------------------------------- 0.043 0.760 0.734 0.728 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.868 0.823 0.845 a = climbing down 0.081 0.585 0.843 0.691 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.009 0.950 0.970 0.960 d = lying 0.014 0.925 0.948 0.936 e = sitting 0.016 0.881 0.892 0.887 f = standing 0.001 0.996 0.947 0.971 g = running 0.022 0.813 0.562 0.665 h = walking ------------------------------------------------------- 0.020 0.875 0.862 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.058 0.571 0.887 0.695 a = climbing down 0.024 0.710 0.459 0.558 b = climbing up 0.000 1.000 0.939 0.969 c = jumping 0.029 0.727 0.432 0.542 d = lying 0.031 0.773 0.511 0.615 e = sitting 0.156 0.480 0.901 0.627 f = standing 0.004 0.981 0.978 0.980 g = running 0.029 0.847 0.833 0.840 h = walking ------------------------------------------------------- 0.044 0.754 0.714 0.709 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.946 0.672 0.786 a = climbing down 0.065 0.727 0.961 0.827 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.005 0.947 0.512 0.665 d = lying 0.027 0.836 0.919 0.876 e = sitting 0.082 0.576 0.828 0.680 f = standing 0.002 0.992 0.987 0.989 g = running 0.022 0.866 0.809 0.836 h = walking ------------------------------------------------------- 0.028 0.851 0.820 0.818 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.869 0.913 a = climbing down 0.026 0.836 0.892 0.863 b = climbing up 0.000 0.980 0.869 0.921 c = jumping 0.012 0.935 0.975 0.955 d = lying 0.054 0.723 0.944 0.819 e = sitting 0.012 0.896 0.596 0.716 f = standing 0.004 0.979 0.997 0.988 g = running 0.021 0.886 0.906 0.896 h = walking ------------------------------------------------------- 0.018 0.892 0.884 0.881 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.712 0.796 a = climbing down 0.082 0.642 0.915 0.754 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.006 0.967 0.954 0.960 d = lying 0.082 0.586 0.932 0.719 e = sitting 0.010 0.899 0.473 0.620 f = standing 0.007 0.964 0.998 0.981 g = running 0.022 0.832 0.649 0.729 h = walking ------------------------------------------------------- 0.028 0.843 0.810 0.806 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.126 0.171 0.382 0.237 a = climbing down 0.002 0.909 0.133 0.232 b = climbing up 0.001 0.974 0.897 0.934 c = jumping 0.009 0.948 0.867 0.905 d = lying 0.036 0.828 0.977 0.896 e = sitting 0.017 0.891 0.803 0.845 f = standing 0.082 0.680 1.000 0.810 g = running 0.023 0.862 0.688 0.765 h = walking ------------------------------------------------------- 0.034 0.812 0.738 0.727 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.717 0.789 a = climbing down 0.065 0.653 0.820 0.727 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.954 0.907 0.930 d = lying 0.016 0.890 0.895 0.893 e = sitting 0.029 0.834 0.872 0.853 f = standing 0.001 0.997 0.998 0.997 g = running 0.030 0.817 0.745 0.779 h = walking ------------------------------------------------------- 0.022 0.868 0.861 0.862 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.752 0.837 a = climbing down 0.061 0.713 0.935 0.809 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.022 0.596 0.175 0.271 d = lying 0.070 0.391 0.357 0.373 e = sitting 0.212 0.277 0.500 0.357 f = standing 0.005 0.974 0.998 0.986 g = running 0.020 0.883 0.823 0.852 h = walking ------------------------------------------------------- 0.054 0.698 0.658 0.652 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.102 0.586 0.931 0.719 a = climbing down 0.020 0.387 0.425 0.405 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.996 0.986 0.991 d = lying 0.015 0.937 0.977 0.957 e = sitting 0.005 0.976 0.928 0.951 f = standing 0.002 0.981 1.000 0.991 g = running 0.008 0.928 0.488 0.640 h = walking ------------------------------------------------------- 0.020 0.895 0.866 0.864 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.843 0.898 0.870 a = climbing down 0.079 0.636 0.876 0.737 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.105 0.606 0.948 0.739 d = lying 0.012 0.922 0.885 0.903 e = sitting 0.016 0.783 0.346 0.480 f = standing 0.001 0.996 0.942 0.968 g = running 0.011 0.918 0.641 0.755 h = walking ------------------------------------------------------- 0.033 0.823 0.793 0.784 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.108 0.462 0.608 0.525 a = climbing down 0.083 0.611 0.662 0.636 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.946 0.797 0.865 d = lying 0.057 0.667 0.981 0.794 e = sitting 0.026 0.783 0.730 0.755 f = standing 0.001 0.997 0.824 0.902 g = running 0.019 0.816 0.564 0.667 h = walking ------------------------------------------------------- 0.040 0.774 0.740 0.746 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.050 0.655 0.818 0.728 a = climbing down 0.026 0.768 0.629 0.691 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.086 0.581 0.802 0.673 d = lying 0.067 0.662 0.942 0.778 e = sitting 0.036 0.650 0.423 0.513 f = standing 0.003 0.986 0.734 0.842 g = running 0.053 0.694 0.702 0.698 h = walking ------------------------------------------------------- 0.041 0.745 0.720 0.718 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.069 0.602 0.776 0.678 a = climbing down 0.123 0.442 0.665 0.531 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.025 0.877 0.894 0.886 d = lying 0.024 0.853 0.933 0.891 e = sitting 0.025 0.836 0.747 0.789 f = standing 0.002 0.990 1.000 0.995 g = running 0.023 0.529 0.158 0.243 h = walking ------------------------------------------------------- 0.039 0.749 0.747 0.729 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.062 0.591 0.728 0.653 a = climbing down 0.059 0.665 0.692 0.678 b = climbing up 0.000 0.966 0.898 0.931 c = jumping 0.027 0.851 0.833 0.842 d = lying 0.018 0.802 0.510 0.624 e = sitting 0.088 0.587 0.785 0.671 f = standing 0.008 0.959 0.957 0.958 g = running 0.021 0.844 0.676 0.751 h = walking ------------------------------------------------------- 0.038 0.772 0.754 0.755 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.713 0.781 0.746 a = climbing down 0.029 0.828 0.509 0.631 b = climbing up 0.000 1.000 0.191 0.321 c = jumping 0.052 0.590 0.488 0.534 d = lying 0.040 0.778 0.955 0.857 e = sitting 0.131 0.431 0.646 0.517 f = standing 0.024 0.861 0.979 0.916 g = running 0.018 0.889 0.887 0.888 h = walking ------------------------------------------------------- 0.045 0.743 0.717 0.711 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.987 0.621 0.762 a = climbing down 0.028 0.795 0.805 0.800 b = climbing up 0.000 1.000 0.839 0.912 c = jumping 0.005 0.970 0.967 0.968 d = lying 0.048 0.742 0.953 0.835 e = sitting 0.019 0.871 0.761 0.812 f = standing 0.004 0.981 0.907 0.942 g = running 0.053 0.753 0.955 0.842 h = walking ------------------------------------------------------- 0.022 0.879 0.863 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.636 0.854 0.729 a = climbing down 0.014 0.580 0.187 0.283 b = climbing up 0.000 0.985 0.841 0.907 c = jumping 0.044 0.774 0.740 0.756 d = lying 0.027 0.812 0.574 0.672 e = sitting 0.098 0.572 0.802 0.668 f = standing 0.008 0.960 1.000 0.980 g = running 0.053 0.770 0.921 0.839 h = walking ------------------------------------------------------- 0.041 0.757 0.752 0.736 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.918 0.619 0.739 a = climbing down 0.057 0.676 0.754 0.713 b = climbing up 0.000 0.984 0.781 0.871 c = jumping 0.006 0.965 0.938 0.951 d = lying 0.047 0.734 0.882 0.801 e = sitting 0.022 0.845 0.709 0.771 f = standing 0.006 0.970 0.982 0.976 g = running 0.058 0.712 0.841 0.771 h = walking ------------------------------------------------------- 0.028 0.838 0.825 0.825 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.055 0.622 0.779 0.692 a = climbing down 0.098 0.534 0.716 0.612 b = climbing up 0.000 0.980 0.797 0.879 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.075 0.611 0.759 0.677 e = sitting 0.038 0.683 0.525 0.594 f = standing 0.004 0.981 0.996 0.988 g = running 0.012 0.887 0.487 0.629 h = walking ------------------------------------------------------- 0.037 0.780 0.754 0.753 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.024 0.735 0.538 0.621 a = climbing down 0.166 0.482 0.931 0.635 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.963 0.975 d = lying 0.079 0.582 0.838 0.687 e = sitting 0.023 0.745 0.441 0.554 f = standing 0.001 0.994 1.000 0.997 g = running 0.012 0.811 0.291 0.428 h = walking ------------------------------------------------------- 0.041 0.783 0.733 0.720 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.300 0.175 0.919 0.294 a = climbing down 0.001 0.957 0.092 0.168 b = climbing up 0.002 0.912 1.000 0.954 c = jumping 0.000 1.000 0.292 0.452 d = lying 0.136 0.557 0.984 0.711 e = sitting 0.128 0.230 0.239 0.234 f = standing 0.012 0.936 0.991 0.963 g = running 0.011 0.015 0.001 0.001 h = walking ------------------------------------------------------- 0.061 0.582 0.471 0.421 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.134 0.386 0.705 0.499 a = climbing down 0.040 0.697 0.587 0.637 b = climbing up 0.000 1.000 0.831 0.908 c = jumping 0.020 0.874 0.799 0.835 d = lying 0.011 0.805 0.299 0.436 e = sitting 0.131 0.549 0.899 0.682 f = standing 0.004 0.977 0.969 0.973 g = running 0.045 0.566 0.328 0.415 h = walking ------------------------------------------------------- 0.051 0.713 0.667 0.658 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.865 0.654 0.744 a = climbing down 0.118 0.571 0.966 0.718 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.014 0.928 0.925 0.926 d = lying 0.063 0.359 0.282 0.316 e = sitting 0.102 0.450 0.516 0.481 f = standing 0.007 0.958 0.925 0.941 g = running 0.012 0.897 0.578 0.703 h = walking ------------------------------------------------------- 0.044 0.742 0.715 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.217 0.406 0.959 0.571 a = climbing down 0.004 0.629 0.237 0.344 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.020 0.918 0.946 0.932 d = lying 0.019 0.917 0.941 0.929 e = sitting 0.007 0.960 0.831 0.891 f = standing 0.013 0.895 1.000 0.944 g = running 0.006 0.424 0.023 0.043 h = walking ------------------------------------------------------- 0.040 0.762 0.753 0.708 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.873 0.903 0.888 a = climbing down 0.094 0.550 0.747 0.634 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.079 0.659 0.908 0.764 d = lying 0.028 0.833 0.914 0.872 e = sitting 0.021 0.796 0.495 0.611 f = standing 0.000 0.999 0.804 0.891 g = running 0.031 0.798 0.639 0.710 h = walking ------------------------------------------------------- 0.037 0.795 0.770 0.769 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.099 0.456 0.558 0.502 a = climbing down 0.074 0.690 0.826 0.752 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.032 0.798 0.779 0.789 d = lying 0.088 0.558 0.983 0.712 e = sitting 0.023 0.794 0.607 0.688 f = standing 0.001 0.993 0.715 0.831 g = running 0.012 0.857 0.505 0.635 h = walking ------------------------------------------------------- 0.043 0.759 0.713 0.717 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.020 0.781 0.601 0.679 a = climbing down 0.208 0.371 0.894 0.524 b = climbing up 0.000 1.000 0.450 0.621 c = jumping 0.042 0.732 0.745 0.738 d = lying 0.074 0.639 0.947 0.763 e = sitting 0.044 0.708 0.684 0.696 f = standing 0.008 0.961 0.701 0.811 g = running 0.013 0.105 0.009 0.017 h = walking ------------------------------------------------------- 0.051 0.644 0.643 0.613 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.663 0.800 0.725 a = climbing down 0.115 0.400 0.527 0.455 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.890 0.850 0.869 d = lying 0.020 0.871 0.916 0.893 e = sitting 0.033 0.805 0.798 0.802 f = standing 0.002 0.992 1.000 0.996 g = running 0.035 0.599 0.321 0.418 h = walking ------------------------------------------------------- 0.038 0.760 0.754 0.749 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.747 0.574 0.649 a = climbing down 0.094 0.600 0.866 0.709 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.023 0.839 0.734 0.783 d = lying 0.023 0.812 0.719 0.763 e = sitting 0.081 0.629 0.785 0.698 f = standing 0.001 0.992 0.951 0.971 g = running 0.020 0.853 0.655 0.741 h = walking ------------------------------------------------------- 0.037 0.791 0.770 0.772 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.731 0.819 0.773 a = climbing down 0.019 0.867 0.438 0.582 b = climbing up 0.000 1.000 0.092 0.168 c = jumping 0.052 0.611 0.617 0.614 d = lying 0.039 0.777 0.911 0.839 e = sitting 0.119 0.462 0.647 0.539 f = standing 0.025 0.860 0.974 0.913 g = running 0.035 0.817 0.932 0.871 h = walking ------------------------------------------------------- 0.043 0.752 0.722 0.710 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.026 0.810 0.870 0.839 a = climbing down 0.021 0.813 0.690 0.747 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.020 0.896 0.979 0.936 d = lying 0.023 0.844 0.865 0.854 e = sitting 0.023 0.860 0.839 0.849 f = standing 0.000 0.998 0.922 0.958 g = running 0.036 0.803 0.859 0.830 h = walking ------------------------------------------------------- 0.020 0.872 0.870 0.870 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.066 0.524 0.833 0.643 a = climbing down 0.011 0.653 0.165 0.264 b = climbing up 0.000 1.000 0.675 0.806 c = jumping 0.035 0.761 0.560 0.645 d = lying 0.022 0.848 0.620 0.717 e = sitting 0.128 0.513 0.837 0.637 f = standing 0.017 0.920 0.999 0.958 g = running 0.054 0.758 0.898 0.822 h = walking ------------------------------------------------------- 0.045 0.740 0.713 0.694 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.906 0.627 0.741 a = climbing down 0.078 0.670 0.928 0.778 b = climbing up 0.000 0.993 0.856 0.919 c = jumping 0.007 0.947 0.687 0.796 d = lying 0.025 0.833 0.873 0.852 e = sitting 0.069 0.666 0.823 0.736 f = standing 0.004 0.979 0.988 0.983 g = running 0.021 0.858 0.755 0.804 h = walking ------------------------------------------------------- 0.030 0.840 0.817 0.818 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.847 0.889 a = climbing down 0.043 0.763 0.931 0.838 b = climbing up 0.000 0.993 0.821 0.899 c = jumping 0.011 0.944 0.957 0.951 d = lying 0.063 0.649 0.780 0.709 e = sitting 0.035 0.738 0.586 0.654 f = standing 0.006 0.969 0.997 0.983 g = running 0.010 0.936 0.829 0.880 h = walking ------------------------------------------------------- 0.024 0.855 0.848 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.023 0.004 0.006 a = climbing down 0.298 0.338 0.967 0.501 b = climbing up 0.096 0.158 0.728 0.260 c = jumping 0.023 0.875 0.829 0.851 d = lying 0.050 0.521 0.442 0.478 e = sitting 0.099 0.559 0.652 0.602 f = standing 0.000 0.997 0.291 0.450 g = running 0.003 0.154 0.004 0.007 h = walking ------------------------------------------------------- 0.070 0.520 0.483 0.434 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.275 0.189 0.932 0.315 a = climbing down 0.003 0.866 0.149 0.254 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.001 0.996 0.942 0.968 d = lying 0.154 0.520 0.994 0.683 e = sitting 0.005 0.881 0.191 0.314 f = standing 0.009 0.950 0.998 0.974 g = running 0.017 0.244 0.025 0.046 h = walking ------------------------------------------------------- 0.046 0.704 0.581 0.534 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.828 0.753 0.789 a = climbing down 0.077 0.551 0.633 0.590 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.075 0.674 0.853 0.753 d = lying 0.023 0.715 0.394 0.508 e = sitting 0.097 0.517 0.571 0.543 f = standing 0.001 0.995 0.957 0.976 g = running 0.052 0.702 0.692 0.697 h = walking ------------------------------------------------------- 0.049 0.717 0.706 0.703 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.953 0.657 0.778 a = climbing down 0.067 0.672 0.880 0.762 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.007 0.939 0.639 0.760 d = lying 0.067 0.464 0.358 0.404 e = sitting 0.161 0.353 0.565 0.435 f = standing 0.001 0.991 0.984 0.988 g = running 0.027 0.849 0.839 0.844 h = walking ------------------------------------------------------- 0.046 0.755 0.711 0.719 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.204 0.422 0.961 0.587 a = climbing down 0.021 0.231 0.210 0.220 b = climbing up 0.001 0.949 0.980 0.965 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.005 0.978 0.909 0.942 e = sitting 0.023 0.895 0.975 0.934 f = standing 0.001 0.994 0.987 0.990 g = running 0.003 0.545 0.016 0.032 h = walking ------------------------------------------------------- 0.033 0.798 0.776 0.729 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.949 0.942 0.945 a = climbing down 0.023 0.840 0.782 0.810 b = climbing up 0.000 0.995 0.995 0.995 c = jumping 0.043 0.790 0.987 0.878 d = lying 0.015 0.884 0.781 0.829 e = sitting 0.029 0.816 0.728 0.769 f = standing 0.002 0.987 0.939 0.963 g = running 0.031 0.845 0.921 0.881 h = walking ------------------------------------------------------- 0.021 0.875 0.871 0.870 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.082 0.342 0.280 0.308 a = climbing down 0.202 0.462 0.886 0.607 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.005 0.960 0.673 0.791 d = lying 0.088 0.555 0.956 0.703 e = sitting 0.046 0.646 0.663 0.654 f = standing 0.001 0.994 0.803 0.888 g = running 0.005 0.264 0.012 0.023 h = walking ------------------------------------------------------- 0.060 0.639 0.631 0.598 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.054 0.626 0.787 0.697 a = climbing down 0.082 0.605 0.916 0.729 b = climbing up 0.000 1.000 0.536 0.698 c = jumping 0.053 0.682 0.773 0.725 d = lying 0.063 0.676 0.937 0.785 e = sitting 0.036 0.706 0.560 0.624 f = standing 0.010 0.958 0.772 0.855 g = running 0.005 0.938 0.461 0.618 h = walking ------------------------------------------------------- 0.038 0.775 0.734 0.730 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.796 0.754 0.775 a = climbing down 0.140 0.423 0.739 0.538 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.004 0.977 0.927 0.951 d = lying 0.030 0.805 0.752 0.778 e = sitting 0.051 0.743 0.823 0.781 f = standing 0.002 0.992 1.000 0.996 g = running 0.021 0.633 0.233 0.340 h = walking ------------------------------------------------------- 0.036 0.785 0.763 0.756 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.060 0.597 0.697 0.643 a = climbing down 0.038 0.777 0.800 0.788 b = climbing up 0.003 0.859 1.000 0.924 c = jumping 0.006 0.963 0.863 0.911 d = lying 0.037 0.710 0.637 0.671 e = sitting 0.074 0.640 0.796 0.710 f = standing 0.002 0.991 0.931 0.960 g = running 0.031 0.793 0.674 0.729 h = walking ------------------------------------------------------- 0.033 0.796 0.784 0.786 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.722 0.769 0.745 a = climbing down 0.093 0.506 0.338 0.405 b = climbing up 0.000 1.000 0.063 0.119 c = jumping 0.077 0.530 0.663 0.589 d = lying 0.055 0.677 0.778 0.724 e = sitting 0.124 0.368 0.464 0.411 f = standing 0.021 0.874 0.947 0.909 g = running 0.051 0.688 0.642 0.664 h = walking ------------------------------------------------------- 0.067 0.620 0.613 0.602 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.020 0.840 0.885 0.862 a = climbing down 0.044 0.729 0.896 0.804 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.977 0.978 0.977 d = lying 0.041 0.751 0.728 0.739 e = sitting 0.070 0.655 0.789 0.716 f = standing 0.000 0.998 0.772 0.870 g = running 0.009 0.938 0.833 0.883 h = walking ------------------------------------------------------- 0.025 0.853 0.837 0.840 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.024 0.772 0.936 0.846 a = climbing down 0.037 0.676 0.755 0.713 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.004 0.970 0.737 0.838 d = lying 0.042 0.694 0.460 0.553 e = sitting 0.132 0.518 0.879 0.652 f = standing 0.003 0.987 0.988 0.988 g = running 0.011 0.933 0.780 0.849 h = walking ------------------------------------------------------- 0.034 0.814 0.781 0.782 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.900 0.707 0.792 a = climbing down 0.088 0.616 0.917 0.737 b = climbing up 0.000 0.993 0.931 0.961 c = jumping 0.007 0.958 0.815 0.881 d = lying 0.060 0.667 0.840 0.743 e = sitting 0.053 0.680 0.631 0.654 f = standing 0.004 0.978 0.995 0.986 g = running 0.015 0.874 0.632 0.733 h = walking ------------------------------------------------------- 0.032 0.819 0.795 0.797 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.883 0.911 0.897 a = climbing down 0.057 0.710 0.883 0.787 b = climbing up 0.000 0.982 0.902 0.941 c = jumping 0.000 0.998 0.988 0.993 d = lying 0.079 0.646 0.926 0.761 e = sitting 0.013 0.858 0.487 0.622 f = standing 0.004 0.980 0.997 0.989 g = running 0.009 0.938 0.725 0.818 h = walking ------------------------------------------------------- 0.024 0.868 0.848 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.904 0.581 0.707 a = climbing down 0.129 0.553 0.940 0.696 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.988 0.958 0.972 d = lying 0.109 0.524 0.924 0.669 e = sitting 0.014 0.719 0.225 0.342 f = standing 0.003 0.982 0.999 0.991 g = running 0.022 0.802 0.504 0.619 h = walking ------------------------------------------------------- 0.038 0.798 0.751 0.735 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.296 0.159 0.838 0.267 a = climbing down 0.003 0.903 0.175 0.293 b = climbing up 0.095 0.158 0.970 0.272 c = jumping 0.001 0.993 0.854 0.918 d = lying 0.077 0.685 0.921 0.785 e = sitting 0.037 0.687 0.530 0.598 f = standing 0.028 0.708 0.378 0.493 g = running 0.001 0.500 0.006 0.012 h = walking ------------------------------------------------------- 0.042 0.696 0.503 0.490 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.823 0.837 0.830 a = climbing down 0.047 0.685 0.691 0.688 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.017 0.901 0.899 0.900 d = lying 0.061 0.651 0.775 0.708 e = sitting 0.038 0.747 0.623 0.679 f = standing 0.003 0.987 1.000 0.993 g = running 0.034 0.801 0.782 0.792 h = walking ------------------------------------------------------- 0.030 0.811 0.809 0.808 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.237 0.340 0.888 0.492 a = climbing down 0.064 0.724 0.910 0.806 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.022 0.891 0.988 0.937 d = lying 0.083 0.313 0.307 0.310 e = sitting 0.069 0.447 0.376 0.409 f = standing 0.003 0.966 0.481 0.642 g = running 0.001 0.836 0.037 0.071 h = walking ------------------------------------------------------- 0.061 0.683 0.581 0.544 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.278 0.309 0.896 0.459 a = climbing down 0.002 0.686 0.038 0.071 b = climbing up 0.000 0.956 0.394 0.558 c = jumping 0.061 0.518 0.418 0.463 d = lying 0.201 0.035 0.042 0.038 e = sitting 0.169 0.025 0.025 0.025 f = standing 0.055 0.764 0.997 0.865 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.096 0.412 0.351 0.310 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.098 0.530 0.836 0.649 a = climbing down 0.061 0.685 0.896 0.776 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.004 0.975 0.923 0.948 d = lying 0.016 0.909 0.971 0.939 e = sitting 0.014 0.898 0.952 0.924 f = standing 0.002 0.992 0.922 0.956 g = running 0.017 0.723 0.238 0.358 h = walking ------------------------------------------------------- 0.027 0.831 0.814 0.797 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.065 0.306 0.181 0.227 a = climbing down 0.117 0.607 0.934 0.736 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.002 0.985 0.755 0.855 d = lying 0.075 0.602 0.979 0.745 e = sitting 0.037 0.761 0.817 0.788 f = standing 0.004 0.979 0.728 0.835 g = running 0.060 0.487 0.399 0.439 h = walking ------------------------------------------------------- 0.049 0.700 0.689 0.675 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.176 0.382 0.888 0.534 a = climbing down 0.021 0.835 0.763 0.797 b = climbing up 0.000 1.000 0.113 0.202 c = jumping 0.016 0.862 0.644 0.737 d = lying 0.069 0.630 0.904 0.743 e = sitting 0.063 0.616 0.717 0.663 f = standing 0.022 0.915 0.817 0.863 g = running 0.018 0.233 0.031 0.054 h = walking ------------------------------------------------------- 0.047 0.669 0.662 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.704 0.765 0.733 a = climbing down 0.066 0.508 0.477 0.492 b = climbing up 0.000 0.250 0.333 0.286 c = jumping 0.037 0.790 0.749 0.769 d = lying 0.019 0.881 0.966 0.922 e = sitting 0.041 0.743 0.701 0.722 f = standing 0.001 0.997 0.987 0.992 g = running 0.050 0.732 0.744 0.738 h = walking ------------------------------------------------------- 0.036 0.774 0.776 0.774 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.122 0.438 0.641 0.520 a = climbing down 0.026 0.775 0.530 0.629 b = climbing up 0.000 0.987 0.919 0.952 c = jumping 0.042 0.758 0.974 0.853 d = lying 0.025 0.800 0.667 0.727 e = sitting 0.047 0.706 0.662 0.683 f = standing 0.002 0.990 0.959 0.975 g = running 0.062 0.586 0.538 0.561 h = walking ------------------------------------------------------- 0.044 0.737 0.717 0.719 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.055 0.493 0.622 0.550 a = climbing down 0.038 0.822 0.556 0.663 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.059 0.627 0.718 0.669 d = lying 0.022 0.874 0.966 0.918 e = sitting 0.079 0.598 0.741 0.662 f = standing 0.021 0.630 0.232 0.339 g = running 0.101 0.588 0.919 0.717 h = walking ------------------------------------------------------- 0.051 0.695 0.676 0.660 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.047 0.658 0.687 0.673 a = climbing down 0.051 0.694 0.832 0.757 b = climbing up 0.000 0.994 0.918 0.954 c = jumping 0.023 0.881 0.967 0.922 d = lying 0.050 0.745 0.978 0.846 e = sitting 0.009 0.914 0.766 0.833 f = standing 0.002 0.988 0.780 0.872 g = running 0.021 0.858 0.719 0.782 h = walking ------------------------------------------------------- 0.027 0.837 0.822 0.822 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.060 0.556 0.625 0.589 a = climbing down 0.026 0.724 0.552 0.626 b = climbing up 0.000 0.994 0.975 0.984 c = jumping 0.029 0.647 0.304 0.413 d = lying 0.013 0.884 0.520 0.655 e = sitting 0.190 0.420 0.870 0.567 f = standing 0.006 0.970 0.997 0.983 g = running 0.043 0.780 0.822 0.801 h = walking ------------------------------------------------------- 0.050 0.731 0.682 0.677 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.865 0.341 0.489 a = climbing down 0.031 0.796 0.691 0.739 b = climbing up 0.035 0.368 0.911 0.524 c = jumping 0.013 0.849 0.452 0.590 d = lying 0.034 0.818 0.926 0.869 e = sitting 0.084 0.540 0.760 0.631 f = standing 0.003 0.978 0.653 0.783 g = running 0.141 0.568 0.939 0.708 h = walking ------------------------------------------------------- 0.046 0.766 0.699 0.693 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.907 0.783 0.840 a = climbing down 0.036 0.796 0.920 0.853 b = climbing up 0.000 0.980 0.835 0.902 c = jumping 0.014 0.924 0.962 0.943 d = lying 0.044 0.736 0.838 0.784 e = sitting 0.030 0.783 0.660 0.716 f = standing 0.008 0.959 0.997 0.977 g = running 0.018 0.896 0.843 0.869 h = walking ------------------------------------------------------- 0.022 0.863 0.861 0.859 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.045 0.579 0.544 0.561 a = climbing down 0.176 0.421 0.884 0.570 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.000 0.999 0.907 0.951 d = lying 0.077 0.692 0.883 0.776 e = sitting 0.034 0.743 0.580 0.651 f = standing 0.002 0.989 0.998 0.993 g = running 0.007 0.618 0.068 0.122 h = walking ------------------------------------------------------- 0.046 0.737 0.705 0.674 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.207 0.180 0.640 0.281 a = climbing down 0.025 0.716 0.431 0.538 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.025 0.877 0.919 0.897 d = lying 0.038 0.807 0.954 0.874 e = sitting 0.006 0.949 0.655 0.775 f = standing 0.066 0.739 0.999 0.850 g = running 0.007 0.494 0.032 0.060 h = walking ------------------------------------------------------- 0.039 0.726 0.665 0.640 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.745 0.360 0.485 a = climbing down 0.210 0.409 0.935 0.569 b = climbing up 0.003 0.856 0.982 0.914 c = jumping 0.002 0.990 0.924 0.956 d = lying 0.013 0.884 0.663 0.757 e = sitting 0.060 0.708 0.922 0.801 f = standing 0.000 0.997 0.866 0.927 g = running 0.052 0.326 0.135 0.191 h = walking ------------------------------------------------------- 0.049 0.724 0.692 0.675 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.060 0.668 0.889 0.763 a = climbing down 0.031 0.828 0.826 0.827 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.014 0.924 0.981 0.951 d = lying 0.098 0.408 0.425 0.416 e = sitting 0.081 0.348 0.300 0.322 f = standing 0.003 0.978 0.855 0.912 g = running 0.018 0.882 0.779 0.828 h = walking ------------------------------------------------------- 0.041 0.739 0.735 0.734 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.242 0.355 0.950 0.517 a = climbing down 0.030 0.604 0.337 0.433 b = climbing up 0.001 0.976 0.994 0.985 c = jumping 0.004 0.975 0.973 0.974 d = lying 0.002 0.991 0.942 0.966 e = sitting 0.014 0.915 0.967 0.940 f = standing 0.000 0.999 0.992 0.996 g = running 0.003 0.259 0.006 0.011 h = walking ------------------------------------------------------- 0.037 0.741 0.741 0.701 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.046 0.704 0.888 0.786 a = climbing down 0.034 0.790 0.831 0.810 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.007 0.962 0.988 0.975 d = lying 0.030 0.832 0.914 0.871 e = sitting 0.013 0.895 0.842 0.868 f = standing 0.000 0.998 0.920 0.958 g = running 0.018 0.880 0.703 0.781 h = walking ------------------------------------------------------- 0.019 0.879 0.871 0.872 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.696 0.369 0.483 a = climbing down 0.131 0.587 0.941 0.723 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.003 0.976 0.831 0.898 d = lying 0.044 0.715 0.942 0.813 e = sitting 0.029 0.779 0.788 0.784 f = standing 0.002 0.993 0.841 0.911 g = running 0.039 0.688 0.583 0.631 h = walking ------------------------------------------------------- 0.039 0.791 0.766 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.130 0.446 0.882 0.593 a = climbing down 0.029 0.794 0.781 0.787 b = climbing up 0.000 1.000 0.742 0.852 c = jumping 0.033 0.774 0.743 0.758 d = lying 0.086 0.587 0.933 0.720 e = sitting 0.051 0.637 0.621 0.629 f = standing 0.007 0.970 0.725 0.830 g = running 0.028 0.516 0.172 0.258 h = walking ------------------------------------------------------- 0.044 0.713 0.680 0.667 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.023 0.807 0.776 0.791 a = climbing down 0.074 0.604 0.824 0.697 b = climbing up 0.000 0.985 0.963 0.974 c = jumping 0.017 0.905 0.936 0.920 d = lying 0.034 0.832 0.963 0.893 e = sitting 0.013 0.907 0.718 0.802 f = standing 0.001 0.995 0.998 0.996 g = running 0.019 0.856 0.640 0.732 h = walking ------------------------------------------------------- 0.024 0.856 0.843 0.843 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.148 0.425 0.731 0.537 a = climbing down 0.025 0.800 0.603 0.688 b = climbing up 0.015 0.587 0.988 0.736 c = jumping 0.007 0.949 0.941 0.945 d = lying 0.042 0.743 0.801 0.771 e = sitting 0.036 0.775 0.758 0.766 f = standing 0.001 0.993 0.860 0.922 g = running 0.054 0.452 0.272 0.339 h = walking ------------------------------------------------------- 0.042 0.739 0.715 0.714 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.008 0.894 0.779 0.832 a = climbing down 0.035 0.841 0.612 0.708 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.063 0.613 0.708 0.657 d = lying 0.024 0.866 0.985 0.922 e = sitting 0.077 0.603 0.735 0.663 f = standing 0.010 0.937 0.972 0.954 g = running 0.018 0.888 0.894 0.891 h = walking ------------------------------------------------------- 0.034 0.810 0.799 0.798 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.678 0.801 a = climbing down 0.054 0.693 0.886 0.778 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.048 0.782 0.931 0.850 e = sitting 0.018 0.858 0.842 0.850 f = standing 0.003 0.985 0.804 0.886 g = running 0.028 0.844 0.844 0.844 h = walking ------------------------------------------------------- 0.022 0.876 0.860 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.121 0.464 0.902 0.613 a = climbing down 0.084 0.361 0.471 0.409 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.000 0.999 0.708 0.828 d = lying 0.026 0.752 0.388 0.512 e = sitting 0.164 0.467 0.896 0.614 f = standing 0.009 0.957 0.990 0.973 g = running 0.000 0.996 0.186 0.313 h = walking ------------------------------------------------------- 0.049 0.763 0.645 0.628 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.838 0.533 0.651 a = climbing down 0.130 0.530 0.939 0.677 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.007 0.950 0.829 0.886 d = lying 0.029 0.843 0.879 0.861 e = sitting 0.044 0.692 0.745 0.718 f = standing 0.006 0.967 0.940 0.953 g = running 0.020 0.849 0.563 0.677 h = walking ------------------------------------------------------- 0.034 0.821 0.785 0.786 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.872 0.792 0.830 a = climbing down 0.031 0.810 0.844 0.827 b = climbing up 0.001 0.966 0.935 0.950 c = jumping 0.000 0.997 0.978 0.988 d = lying 0.058 0.739 0.910 0.815 e = sitting 0.018 0.839 0.625 0.716 f = standing 0.009 0.954 0.997 0.975 g = running 0.024 0.872 0.864 0.868 h = walking ------------------------------------------------------- 0.022 0.872 0.868 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.786 0.691 0.735 a = climbing down 0.069 0.646 0.769 0.702 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.991 0.976 0.983 d = lying 0.083 0.672 0.918 0.776 e = sitting 0.007 0.877 0.359 0.509 f = standing 0.026 0.871 0.997 0.930 g = running 0.043 0.745 0.664 0.702 h = walking ------------------------------------------------------- 0.036 0.801 0.786 0.775 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.131 0.251 0.650 0.362 a = climbing down 0.107 0.443 0.563 0.496 b = climbing up 0.000 0.992 0.948 0.970 c = jumping 0.000 1.000 0.851 0.919 d = lying 0.014 0.927 0.966 0.946 e = sitting 0.027 0.846 0.946 0.893 f = standing 0.043 0.816 0.998 0.898 g = running 0.000 0.913 0.016 0.032 h = walking ------------------------------------------------------- 0.035 0.802 0.713 0.674 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.840 0.624 0.716 a = climbing down 0.097 0.571 0.859 0.686 b = climbing up 0.000 1.000 0.849 0.918 c = jumping 0.012 0.932 0.989 0.960 d = lying 0.027 0.815 0.717 0.763 e = sitting 0.037 0.778 0.836 0.806 f = standing 0.005 0.976 0.988 0.982 g = running 0.028 0.798 0.606 0.689 h = walking ------------------------------------------------------- 0.030 0.824 0.809 0.808 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.191 0.383 0.899 0.537 a = climbing down 0.038 0.791 0.823 0.807 b = climbing up 0.006 0.753 0.993 0.856 c = jumping 0.005 0.968 0.898 0.932 d = lying 0.074 0.462 0.359 0.404 e = sitting 0.124 0.341 0.455 0.390 f = standing 0.007 0.895 0.365 0.518 g = running 0.013 0.852 0.404 0.548 h = walking ------------------------------------------------------- 0.058 0.688 0.601 0.601 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.250 0.346 0.955 0.508 a = climbing down 0.012 0.820 0.409 0.545 b = climbing up 0.015 0.584 0.970 0.729 c = jumping 0.046 0.725 0.774 0.749 d = lying 0.002 0.990 0.974 0.982 e = sitting 0.036 0.780 0.721 0.749 f = standing 0.003 0.984 0.904 0.942 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.045 0.654 0.713 0.650 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.796 0.919 0.853 a = climbing down 0.048 0.724 0.835 0.776 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.009 0.949 0.961 0.954 d = lying 0.029 0.833 0.957 0.890 e = sitting 0.008 0.938 0.868 0.902 f = standing 0.003 0.983 0.874 0.925 g = running 0.015 0.898 0.718 0.798 h = walking ------------------------------------------------------- 0.019 0.883 0.875 0.875 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.643 0.306 0.414 a = climbing down 0.141 0.573 0.978 0.723 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.005 0.960 0.863 0.909 d = lying 0.075 0.598 0.965 0.738 e = sitting 0.024 0.828 0.807 0.818 f = standing 0.002 0.987 0.704 0.822 g = running 0.009 0.920 0.687 0.787 h = walking ------------------------------------------------------- 0.040 0.801 0.757 0.750 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.126 0.445 0.827 0.579 a = climbing down 0.045 0.736 0.908 0.813 b = climbing up 0.002 0.692 0.238 0.355 c = jumping 0.017 0.855 0.616 0.716 d = lying 0.061 0.644 0.860 0.737 e = sitting 0.062 0.575 0.594 0.584 f = standing 0.029 0.903 0.905 0.904 g = running 0.008 0.819 0.193 0.312 h = walking ------------------------------------------------------- 0.044 0.740 0.695 0.675 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.867 0.807 0.836 a = climbing down 0.080 0.569 0.757 0.650 b = climbing up 0.001 0.976 0.988 0.982 c = jumping 0.027 0.850 0.912 0.880 d = lying 0.028 0.853 0.942 0.896 e = sitting 0.016 0.880 0.714 0.789 f = standing 0.001 0.994 0.994 0.994 g = running 0.027 0.803 0.633 0.708 h = walking ------------------------------------------------------- 0.026 0.841 0.830 0.831 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.197 0.357 0.734 0.481 a = climbing down 0.036 0.728 0.598 0.657 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.013 0.883 0.744 0.808 d = lying 0.026 0.809 0.727 0.766 e = sitting 0.076 0.649 0.821 0.725 f = standing 0.003 0.985 0.939 0.961 g = running 0.019 0.457 0.098 0.162 h = walking ------------------------------------------------------- 0.050 0.710 0.680 0.667 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.060 0.538 0.812 0.647 a = climbing down 0.021 0.881 0.498 0.636 b = climbing up 0.002 0.901 0.989 0.942 c = jumping 0.059 0.621 0.750 0.679 d = lying 0.030 0.839 0.921 0.878 e = sitting 0.088 0.553 0.689 0.614 f = standing 0.004 0.960 0.581 0.724 g = running 0.062 0.699 0.916 0.793 h = walking ------------------------------------------------------- 0.042 0.760 0.716 0.713 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.821 0.853 0.837 a = climbing down 0.038 0.729 0.770 0.749 b = climbing up 0.000 0.994 0.912 0.951 c = jumping 0.016 0.914 0.977 0.944 d = lying 0.045 0.798 0.959 0.871 e = sitting 0.010 0.916 0.819 0.865 f = standing 0.003 0.986 0.824 0.897 g = running 0.024 0.854 0.804 0.828 h = walking ------------------------------------------------------- 0.022 0.870 0.863 0.863 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.112 0.461 0.810 0.587 a = climbing down 0.018 0.723 0.374 0.493 b = climbing up 0.000 0.988 0.917 0.951 c = jumping 0.001 0.978 0.235 0.379 d = lying 0.038 0.777 0.684 0.728 e = sitting 0.175 0.435 0.866 0.579 f = standing 0.031 0.855 0.983 0.914 g = running 0.012 0.908 0.619 0.736 h = walking ------------------------------------------------------- 0.051 0.759 0.663 0.651 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.889 0.715 0.793 a = climbing down 0.043 0.775 0.837 0.805 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.001 0.985 0.439 0.607 d = lying 0.047 0.762 0.940 0.842 e = sitting 0.084 0.532 0.734 0.617 f = standing 0.001 0.993 0.988 0.990 g = running 0.040 0.812 0.877 0.843 h = walking ------------------------------------------------------- 0.031 0.832 0.803 0.798 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.001 0.982 0.520 0.680 a = climbing down 0.095 0.568 0.831 0.674 b = climbing up 0.019 0.535 0.962 0.688 c = jumping 0.031 0.845 0.961 0.899 d = lying 0.065 0.704 0.938 0.804 e = sitting 0.015 0.822 0.430 0.565 f = standing 0.002 0.989 0.867 0.924 g = running 0.032 0.812 0.778 0.795 h = walking ------------------------------------------------------- 0.034 0.811 0.774 0.767 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.889 0.673 0.766 a = climbing down 0.081 0.627 0.922 0.746 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.001 0.993 0.954 0.973 d = lying 0.119 0.611 0.969 0.749 e = sitting 0.008 0.870 0.319 0.467 f = standing 0.003 0.984 0.998 0.991 g = running 0.024 0.826 0.629 0.714 h = walking ------------------------------------------------------- 0.036 0.829 0.790 0.778 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.243 0.137 0.560 0.220 a = climbing down 0.005 0.910 0.349 0.505 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.000 0.997 0.962 0.979 d = lying 0.019 0.904 0.980 0.940 e = sitting 0.004 0.974 0.912 0.942 f = standing 0.054 0.778 1.000 0.875 g = running 0.002 0.632 0.019 0.036 h = walking ------------------------------------------------------- 0.029 0.817 0.701 0.684 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.832 0.645 0.727 a = climbing down 0.089 0.559 0.781 0.652 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.005 0.974 0.953 0.963 d = lying 0.015 0.869 0.702 0.776 e = sitting 0.047 0.753 0.906 0.822 f = standing 0.001 0.996 0.983 0.989 g = running 0.041 0.749 0.655 0.699 h = walking ------------------------------------------------------- 0.029 0.829 0.813 0.815 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.835 0.732 0.780 a = climbing down 0.056 0.754 0.913 0.826 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.013 0.930 0.965 0.947 d = lying 0.104 0.302 0.382 0.337 e = sitting 0.070 0.507 0.383 0.436 f = standing 0.001 0.992 0.893 0.940 g = running 0.026 0.852 0.859 0.856 h = walking ------------------------------------------------------- 0.039 0.756 0.750 0.749 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.291 0.294 0.864 0.438 a = climbing down 0.019 0.468 0.120 0.191 b = climbing up 0.110 0.105 0.602 0.178 c = jumping 0.004 0.973 0.944 0.958 d = lying 0.013 0.932 0.971 0.951 e = sitting 0.009 0.940 0.893 0.916 f = standing 0.015 0.780 0.297 0.431 g = running 0.006 0.071 0.003 0.005 h = walking ------------------------------------------------------- 0.047 0.631 0.580 0.550 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.062 0.623 0.836 0.714 a = climbing down 0.054 0.730 0.916 0.812 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.949 0.983 0.965 d = lying 0.004 0.973 0.932 0.952 e = sitting 0.009 0.931 0.925 0.928 f = standing 0.004 0.980 0.974 0.977 g = running 0.015 0.854 0.475 0.611 h = walking ------------------------------------------------------- 0.020 0.876 0.863 0.858 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.063 0.575 0.547 0.560 a = climbing down 0.099 0.643 0.902 0.750 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.006 0.954 0.863 0.906 d = lying 0.061 0.651 0.965 0.778 e = sitting 0.026 0.786 0.737 0.761 f = standing 0.000 0.998 0.715 0.833 g = running 0.022 0.797 0.595 0.681 h = walking ------------------------------------------------------- 0.038 0.790 0.760 0.761 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.155 0.370 0.803 0.506 a = climbing down 0.027 0.749 0.589 0.659 b = climbing up 0.000 0.954 0.497 0.654 c = jumping 0.054 0.666 0.734 0.698 d = lying 0.062 0.660 0.879 0.754 e = sitting 0.055 0.659 0.616 0.637 f = standing 0.009 0.959 0.759 0.848 g = running 0.023 0.683 0.291 0.408 h = walking ------------------------------------------------------- 0.047 0.717 0.661 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.684 0.722 0.703 a = climbing down 0.067 0.597 0.686 0.638 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.014 0.928 0.943 0.935 d = lying 0.014 0.911 0.951 0.931 e = sitting 0.016 0.902 0.845 0.873 f = standing 0.001 0.994 1.000 0.997 g = running 0.045 0.712 0.598 0.650 h = walking ------------------------------------------------------- 0.025 0.716 0.718 0.716 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.144 0.400 0.649 0.495 a = climbing down 0.039 0.781 0.814 0.797 b = climbing up 0.043 0.321 1.000 0.486 c = jumping 0.010 0.921 0.889 0.904 d = lying 0.037 0.760 0.778 0.769 e = sitting 0.042 0.746 0.754 0.750 f = standing 0.004 0.975 0.721 0.829 g = running 0.040 0.387 0.157 0.223 h = walking ------------------------------------------------------- 0.043 0.710 0.684 0.680 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.784 0.640 0.705 a = climbing down 0.037 0.838 0.636 0.723 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.041 0.707 0.698 0.702 d = lying 0.032 0.820 0.929 0.871 e = sitting 0.093 0.558 0.731 0.633 f = standing 0.013 0.920 0.967 0.943 g = running 0.020 0.878 0.917 0.897 h = walking ------------------------------------------------------- 0.037 0.796 0.785 0.784 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.965 0.777 0.861 a = climbing down 0.020 0.841 0.795 0.817 b = climbing up 0.000 1.000 0.626 0.770 c = jumping 0.010 0.942 0.997 0.969 d = lying 0.086 0.610 0.944 0.741 e = sitting 0.022 0.853 0.688 0.762 f = standing 0.010 0.948 0.752 0.839 g = running 0.044 0.782 0.935 0.852 h = walking ------------------------------------------------------- 0.027 0.856 0.831 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.181 0.373 0.921 0.531 a = climbing down 0.007 0.549 0.080 0.139 b = climbing up 0.001 0.944 0.975 0.959 c = jumping 0.003 0.977 0.752 0.850 d = lying 0.039 0.824 0.931 0.874 e = sitting 0.045 0.762 0.843 0.801 f = standing 0.013 0.934 0.991 0.962 g = running 0.002 0.976 0.441 0.607 h = walking ------------------------------------------------------- 0.036 0.810 0.744 0.730 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.871 0.523 0.653 a = climbing down 0.032 0.710 0.513 0.596 b = climbing up 0.001 0.934 0.669 0.779 c = jumping 0.004 0.975 0.901 0.936 d = lying 0.044 0.771 0.922 0.840 e = sitting 0.022 0.846 0.742 0.791 f = standing 0.008 0.953 0.950 0.952 g = running 0.115 0.608 0.950 0.741 h = walking ------------------------------------------------------- 0.035 0.820 0.798 0.794 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.041 0.697 0.829 0.757 a = climbing down 0.045 0.751 0.822 0.785 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.069 0.626 0.747 0.681 e = sitting 0.041 0.683 0.567 0.620 f = standing 0.004 0.980 1.000 0.990 g = running 0.011 0.928 0.732 0.819 h = walking ------------------------------------------------------- 0.028 0.826 0.817 0.817 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.085 0.450 0.620 0.521 a = climbing down 0.104 0.499 0.676 0.574 b = climbing up 0.109 0.178 0.984 0.302 c = jumping 0.003 0.984 0.954 0.969 d = lying 0.109 0.624 0.965 0.758 e = sitting 0.013 0.766 0.298 0.429 f = standing 0.000 0.991 0.287 0.446 g = running 0.015 0.813 0.351 0.490 h = walking ------------------------------------------------------- 0.047 0.737 0.608 0.600 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.253 0.177 0.791 0.289 a = climbing down 0.003 0.958 0.380 0.544 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 1.000 0.815 0.898 d = lying 0.140 0.550 0.994 0.709 e = sitting 0.030 0.463 0.162 0.240 f = standing 0.030 0.864 0.998 0.926 g = running 0.008 0.169 0.008 0.015 h = walking ------------------------------------------------------- 0.048 0.634 0.583 0.545 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.758 0.674 0.713 a = climbing down 0.092 0.555 0.758 0.641 b = climbing up 0.000 1.000 0.786 0.880 c = jumping 0.014 0.923 0.988 0.954 d = lying 0.012 0.790 0.322 0.457 e = sitting 0.092 0.621 0.911 0.738 f = standing 0.005 0.972 0.977 0.974 g = running 0.037 0.758 0.605 0.673 h = walking ------------------------------------------------------- 0.039 0.778 0.758 0.747 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.064 0.563 0.632 0.595 a = climbing down 0.081 0.686 0.964 0.801 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.004 0.979 0.979 0.979 d = lying 0.070 0.315 0.276 0.294 e = sitting 0.091 0.541 0.574 0.557 f = standing 0.002 0.985 0.605 0.749 g = running 0.018 0.890 0.783 0.833 h = walking ------------------------------------------------------- 0.045 0.734 0.715 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.278 0.328 0.954 0.488 a = climbing down 0.003 0.876 0.165 0.278 b = climbing up 0.001 0.942 0.953 0.947 c = jumping 0.018 0.880 0.832 0.855 d = lying 0.010 0.945 0.986 0.965 e = sitting 0.027 0.848 0.839 0.844 f = standing 0.004 0.980 0.992 0.986 g = running 0.006 0.283 0.014 0.027 h = walking ------------------------------------------------------- 0.044 0.742 0.697 0.654 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.044 0.736 0.921 0.818 a = climbing down 0.043 0.761 0.878 0.816 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.017 0.903 0.933 0.918 d = lying 0.014 0.913 0.974 0.942 e = sitting 0.012 0.911 0.869 0.890 f = standing 0.002 0.988 0.926 0.956 g = running 0.011 0.916 0.641 0.754 h = walking ------------------------------------------------------- 0.019 0.885 0.876 0.875 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.168 0.405 0.725 0.520 a = climbing down 0.049 0.754 0.777 0.766 b = climbing up 0.000 1.000 0.195 0.326 c = jumping 0.014 0.902 0.874 0.888 d = lying 0.151 0.423 0.974 0.590 e = sitting 0.030 0.709 0.487 0.578 f = standing 0.016 0.882 0.486 0.626 g = running 0.029 0.028 0.006 0.010 h = walking ------------------------------------------------------- 0.059 0.625 0.601 0.577 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.162 0.387 0.867 0.535 a = climbing down 0.027 0.692 0.442 0.539 b = climbing up 0.000 1.000 0.023 0.045 c = jumping 0.021 0.842 0.747 0.792 d = lying 0.098 0.469 0.637 0.540 e = sitting 0.131 0.413 0.562 0.476 f = standing 0.024 0.866 0.541 0.666 g = running 0.019 0.795 0.436 0.563 h = walking ------------------------------------------------------- 0.061 0.673 0.580 0.585 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.709 0.804 0.754 a = climbing down 0.095 0.449 0.539 0.490 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.027 0.859 0.909 0.884 d = lying 0.017 0.888 0.918 0.902 e = sitting 0.026 0.829 0.743 0.784 f = standing 0.002 0.990 0.991 0.991 g = running 0.041 0.700 0.520 0.597 h = walking ------------------------------------------------------- 0.035 0.785 0.779 0.778 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.111 0.491 0.725 0.586 a = climbing down 0.028 0.767 0.563 0.649 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.023 0.837 0.865 0.851 d = lying 0.023 0.829 0.742 0.783 e = sitting 0.053 0.720 0.790 0.753 f = standing 0.003 0.985 0.955 0.970 g = running 0.034 0.747 0.621 0.678 h = walking ------------------------------------------------------- 0.037 0.780 0.762 0.764 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.051 0.549 0.727 0.626 a = climbing down 0.026 0.872 0.533 0.662 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.037 0.709 0.716 0.712 d = lying 0.039 0.778 0.860 0.816 e = sitting 0.099 0.542 0.743 0.626 f = standing 0.014 0.893 0.764 0.823 g = running 0.042 0.772 0.919 0.839 h = walking ------------------------------------------------------- 0.041 0.762 0.733 0.732 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.899 0.735 0.809 a = climbing down 0.047 0.705 0.848 0.770 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.009 0.948 0.979 0.963 d = lying 0.047 0.727 0.861 0.788 e = sitting 0.028 0.850 0.877 0.863 f = standing 0.002 0.990 0.810 0.891 g = running 0.026 0.844 0.840 0.842 h = walking ------------------------------------------------------- 0.022 0.865 0.853 0.855 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.100 0.505 0.795 0.618 a = climbing down 0.014 0.782 0.399 0.529 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.023 0.789 0.488 0.603 d = lying 0.029 0.817 0.688 0.747 e = sitting 0.122 0.531 0.829 0.648 f = standing 0.025 0.881 0.998 0.936 g = running 0.008 0.944 0.762 0.843 h = walking ------------------------------------------------------- 0.043 0.766 0.724 0.722 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.216 0.346 0.940 0.506 a = climbing down 0.026 0.804 0.600 0.687 b = climbing up 0.002 0.922 0.840 0.879 c = jumping 0.024 0.846 0.769 0.806 d = lying 0.016 0.756 0.334 0.464 e = sitting 0.110 0.523 0.753 0.617 f = standing 0.040 0.810 0.983 0.888 g = running 0.001 0.830 0.030 0.059 h = walking ------------------------------------------------------- 0.054 0.722 0.619 0.580 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.726 0.810 a = climbing down 0.185 0.420 0.841 0.560 b = climbing up 0.000 1.000 0.170 0.291 c = jumping 0.002 0.986 0.974 0.980 d = lying 0.108 0.533 0.832 0.650 e = sitting 0.028 0.659 0.330 0.440 f = standing 0.021 0.892 0.998 0.942 g = running 0.023 0.502 0.131 0.208 h = walking ------------------------------------------------------- 0.051 0.708 0.675 0.645 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.028 0.751 0.754 0.753 a = climbing down 0.055 0.665 0.758 0.708 b = climbing up 0.001 0.952 0.978 0.965 c = jumping 0.002 0.986 0.923 0.954 d = lying 0.091 0.647 0.864 0.740 e = sitting 0.025 0.749 0.419 0.538 f = standing 0.029 0.854 0.993 0.918 g = running 0.026 0.828 0.707 0.763 h = walking ------------------------------------------------------- 0.037 0.788 0.780 0.772 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.300 0.159 0.763 0.264 a = climbing down 0.002 0.875 0.081 0.148 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.158 0.509 0.993 0.673 e = sitting 0.005 0.867 0.184 0.303 f = standing 0.049 0.787 0.992 0.878 g = running 0.001 0.200 0.001 0.002 h = walking ------------------------------------------------------- 0.064 0.550 0.495 0.405 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.692 0.653 0.672 a = climbing down 0.156 0.407 0.741 0.526 b = climbing up 0.012 0.637 0.988 0.775 c = jumping 0.010 0.943 0.949 0.946 d = lying 0.010 0.875 0.487 0.626 e = sitting 0.075 0.667 0.920 0.774 f = standing 0.001 0.991 0.892 0.939 g = running 0.029 0.645 0.274 0.385 h = walking ------------------------------------------------------- 0.043 0.750 0.709 0.701 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.024 0.787 0.691 0.736 a = climbing down 0.042 0.797 0.920 0.854 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.955 0.958 0.956 d = lying 0.106 0.405 0.475 0.437 e = sitting 0.082 0.466 0.393 0.426 f = standing 0.001 0.996 0.856 0.921 g = running 0.021 0.881 0.952 0.916 h = walking ------------------------------------------------------- 0.040 0.760 0.756 0.755 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.250 0.350 0.963 0.514 a = climbing down 0.005 0.838 0.206 0.331 b = climbing up 0.020 0.519 0.994 0.682 c = jumping 0.002 0.990 0.991 0.990 d = lying 0.006 0.966 0.987 0.976 e = sitting 0.002 0.989 0.948 0.968 f = standing 0.002 0.988 0.875 0.928 g = running 0.008 0.794 0.159 0.265 h = walking ------------------------------------------------------- 0.035 0.849 0.740 0.719 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.968 0.926 0.946 a = climbing down 0.070 0.680 0.950 0.793 b = climbing up 0.000 0.995 0.995 0.995 c = jumping 0.005 0.969 0.986 0.978 d = lying 0.011 0.930 0.911 0.920 e = sitting 0.009 0.932 0.909 0.920 f = standing 0.006 0.970 0.974 0.972 g = running 0.009 0.930 0.657 0.770 h = walking ------------------------------------------------------- 0.016 0.915 0.901 0.901 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.683 0.486 0.568 a = climbing down 0.152 0.552 0.959 0.700 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.006 0.956 0.873 0.913 d = lying 0.059 0.642 0.909 0.753 e = sitting 0.025 0.789 0.744 0.766 f = standing 0.002 0.993 0.824 0.901 g = running 0.006 0.901 0.399 0.553 h = walking ------------------------------------------------------- 0.040 0.804 0.756 0.752 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.041 0.685 0.790 0.734 a = climbing down 0.046 0.732 0.923 0.817 b = climbing up 0.000 1.000 0.335 0.502 c = jumping 0.035 0.767 0.800 0.783 d = lying 0.049 0.725 0.931 0.815 e = sitting 0.037 0.749 0.674 0.709 f = standing 0.018 0.934 0.862 0.897 g = running 0.011 0.907 0.633 0.746 h = walking ------------------------------------------------------- 0.031 0.809 0.793 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.704 0.742 0.722 a = climbing down 0.075 0.565 0.736 0.639 b = climbing up 0.000 0.992 0.955 0.973 c = jumping 0.011 0.929 0.854 0.890 d = lying 0.031 0.817 0.766 0.791 e = sitting 0.065 0.672 0.764 0.715 f = standing 0.001 0.993 0.987 0.990 g = running 0.024 0.827 0.619 0.708 h = walking ------------------------------------------------------- 0.033 0.803 0.788 0.791 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.015 0.864 0.634 0.731 a = climbing down 0.016 0.826 0.474 0.602 b = climbing up 0.060 0.253 0.982 0.402 c = jumping 0.008 0.935 0.907 0.921 d = lying 0.062 0.659 0.660 0.660 e = sitting 0.068 0.599 0.649 0.623 f = standing 0.004 0.964 0.570 0.717 g = running 0.121 0.551 0.941 0.695 h = walking ------------------------------------------------------- 0.042 0.762 0.688 0.696 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.805 0.917 0.857 a = climbing down 0.024 0.884 0.610 0.722 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.069 0.593 0.772 0.671 d = lying 0.049 0.724 0.809 0.764 e = sitting 0.080 0.468 0.434 0.451 f = standing 0.001 0.996 0.981 0.988 g = running 0.046 0.755 0.881 0.813 h = walking ------------------------------------------------------- 0.040 0.763 0.751 0.748 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.847 0.888 a = climbing down 0.024 0.822 0.866 0.844 b = climbing up 0.000 0.994 0.885 0.936 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.079 0.647 0.822 0.724 e = sitting 0.035 0.775 0.687 0.728 f = standing 0.003 0.984 0.815 0.891 g = running 0.021 0.882 0.914 0.897 h = walking ------------------------------------------------------- 0.025 0.859 0.847 0.849 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.689 0.831 0.753 a = climbing down 0.095 0.475 0.883 0.617 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.001 0.994 0.729 0.841 d = lying 0.069 0.450 0.292 0.354 e = sitting 0.154 0.506 0.807 0.622 f = standing 0.007 0.962 0.978 0.970 g = running 0.000 0.995 0.350 0.518 h = walking ------------------------------------------------------- 0.050 0.745 0.681 0.672 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.871 0.790 0.829 a = climbing down 0.046 0.723 0.799 0.759 b = climbing up 0.000 0.993 0.828 0.903 c = jumping 0.002 0.986 0.915 0.949 d = lying 0.043 0.730 0.744 0.737 e = sitting 0.053 0.707 0.744 0.725 f = standing 0.006 0.968 0.997 0.982 g = running 0.033 0.817 0.796 0.807 h = walking ------------------------------------------------------- 0.028 0.835 0.830 0.831 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.900 0.902 a = climbing down 0.023 0.858 0.857 0.857 b = climbing up 0.001 0.959 0.943 0.951 c = jumping 0.000 0.998 0.988 0.993 d = lying 0.078 0.671 0.924 0.777 e = sitting 0.014 0.845 0.501 0.629 f = standing 0.003 0.986 0.996 0.991 g = running 0.019 0.900 0.897 0.899 h = walking ------------------------------------------------------- 0.021 0.883 0.873 0.869 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.937 0.606 0.736 a = climbing down 0.098 0.584 0.887 0.704 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.991 0.971 0.981 d = lying 0.122 0.589 0.942 0.724 e = sitting 0.010 0.644 0.133 0.220 f = standing 0.005 0.973 0.999 0.986 g = running 0.030 0.807 0.657 0.724 h = walking ------------------------------------------------------- 0.040 0.792 0.768 0.744 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.274 0.158 0.778 0.262 a = climbing down 0.008 0.852 0.252 0.389 b = climbing up 0.071 0.194 0.933 0.321 c = jumping 0.000 0.997 0.940 0.968 d = lying 0.102 0.633 0.972 0.767 e = sitting 0.010 0.844 0.352 0.497 f = standing 0.041 0.721 0.562 0.632 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.063 0.550 0.599 0.479 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.832 0.794 0.813 a = climbing down 0.040 0.720 0.700 0.710 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.009 0.950 0.981 0.965 d = lying 0.044 0.644 0.558 0.598 e = sitting 0.059 0.673 0.731 0.701 f = standing 0.003 0.987 0.992 0.990 g = running 0.037 0.816 0.856 0.835 h = walking ------------------------------------------------------- 0.029 0.815 0.817 0.815 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.185 0.411 0.934 0.571 a = climbing down 0.036 0.815 0.858 0.836 b = climbing up 0.012 0.600 0.985 0.746 c = jumping 0.025 0.870 0.922 0.895 d = lying 0.070 0.356 0.313 0.333 e = sitting 0.078 0.472 0.464 0.468 f = standing 0.008 0.948 0.788 0.861 g = running 0.005 0.660 0.054 0.099 h = walking ------------------------------------------------------- 0.052 0.672 0.633 0.598 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.128 0.501 0.938 0.653 a = climbing down 0.008 0.889 0.475 0.619 b = climbing up 0.000 1.000 0.733 0.846 c = jumping 0.005 0.975 0.993 0.984 d = lying 0.001 0.993 0.970 0.982 e = sitting 0.006 0.962 0.964 0.963 f = standing 0.008 0.956 1.000 0.978 g = running 0.012 0.896 0.595 0.715 h = walking ------------------------------------------------------- 0.021 0.894 0.853 0.853 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.039 0.731 0.890 0.803 a = climbing down 0.026 0.816 0.792 0.804 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.876 0.993 0.931 d = lying 0.019 0.890 0.961 0.924 e = sitting 0.004 0.969 0.842 0.901 f = standing 0.003 0.987 0.919 0.951 g = running 0.028 0.824 0.722 0.769 h = walking ------------------------------------------------------- 0.019 0.881 0.876 0.876 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.019 0.744 0.377 0.500 a = climbing down 0.108 0.625 0.935 0.749 b = climbing up 0.000 0.992 0.970 0.981 c = jumping 0.007 0.950 0.786 0.860 d = lying 0.041 0.771 0.993 0.868 e = sitting 0.030 0.776 0.822 0.798 f = standing 0.001 0.997 0.839 0.912 g = running 0.031 0.778 0.762 0.770 h = walking ------------------------------------------------------- 0.033 0.818 0.796 0.790 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.179 0.374 0.899 0.528 a = climbing down 0.013 0.889 0.726 0.799 b = climbing up 0.000 1.000 0.305 0.467 c = jumping 0.047 0.702 0.729 0.715 d = lying 0.069 0.641 0.938 0.761 e = sitting 0.052 0.617 0.584 0.600 f = standing 0.016 0.935 0.765 0.841 g = running 0.022 0.239 0.039 0.067 h = walking ------------------------------------------------------- 0.048 0.662 0.651 0.625 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.781 0.746 0.763 a = climbing down 0.114 0.459 0.670 0.545 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.045 0.798 0.931 0.859 d = lying 0.017 0.894 0.978 0.934 e = sitting 0.013 0.895 0.661 0.760 f = standing 0.001 0.995 0.994 0.995 g = running 0.045 0.633 0.420 0.505 h = walking ------------------------------------------------------- 0.033 0.682 0.675 0.670 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.063 0.651 0.826 0.728 a = climbing down 0.034 0.795 0.815 0.805 b = climbing up 0.047 0.291 0.994 0.451 c = jumping 0.011 0.930 0.873 0.901 d = lying 0.018 0.864 0.786 0.823 e = sitting 0.047 0.736 0.846 0.787 f = standing 0.002 0.987 0.692 0.814 g = running 0.018 0.855 0.654 0.741 h = walking ------------------------------------------------------- 0.027 0.829 0.786 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.790 0.793 0.791 a = climbing down 0.024 0.872 0.553 0.677 b = climbing up 0.000 0.982 0.933 0.957 c = jumping 0.052 0.582 0.526 0.553 d = lying 0.032 0.827 0.987 0.900 e = sitting 0.109 0.511 0.727 0.600 f = standing 0.013 0.916 0.961 0.938 g = running 0.020 0.881 0.918 0.899 h = walking ------------------------------------------------------- 0.037 0.783 0.765 0.762 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.742 0.827 a = climbing down 0.029 0.795 0.808 0.802 b = climbing up 0.000 1.000 0.930 0.964 c = jumping 0.005 0.973 0.981 0.977 d = lying 0.044 0.773 0.974 0.862 e = sitting 0.012 0.909 0.929 0.919 f = standing 0.002 0.990 0.797 0.883 g = running 0.042 0.794 0.908 0.847 h = walking ------------------------------------------------------- 0.019 0.889 0.878 0.878 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.754 0.859 0.803 a = climbing down 0.028 0.732 0.752 0.742 b = climbing up 0.000 1.000 0.866 0.928 c = jumping 0.000 0.998 0.706 0.827 d = lying 0.018 0.885 0.716 0.791 e = sitting 0.097 0.617 0.962 0.752 f = standing 0.005 0.974 0.997 0.985 g = running 0.019 0.887 0.777 0.828 h = walking ------------------------------------------------------- 0.027 0.854 0.826 0.828 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.911 0.598 0.722 a = climbing down 0.054 0.717 0.868 0.785 b = climbing up 0.000 0.980 0.870 0.922 c = jumping 0.006 0.965 0.929 0.946 d = lying 0.018 0.897 0.930 0.914 e = sitting 0.017 0.870 0.866 0.868 f = standing 0.004 0.980 0.965 0.973 g = running 0.046 0.789 0.871 0.828 h = walking ------------------------------------------------------- 0.022 0.878 0.869 0.868 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.802 0.744 0.772 a = climbing down 0.041 0.762 0.824 0.792 b = climbing up 0.000 0.989 0.764 0.862 c = jumping 0.001 0.997 0.981 0.989 d = lying 0.037 0.772 0.819 0.795 e = sitting 0.030 0.798 0.766 0.782 f = standing 0.005 0.976 0.997 0.987 g = running 0.027 0.854 0.834 0.844 h = walking ------------------------------------------------------- 0.022 0.861 0.860 0.860 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.677 0.594 0.633 a = climbing down 0.114 0.535 0.860 0.660 b = climbing up 0.000 1.000 0.821 0.901 c = jumping 0.005 0.973 0.958 0.965 d = lying 0.070 0.722 0.973 0.829 e = sitting 0.011 0.873 0.504 0.639 f = standing 0.005 0.973 0.998 0.985 g = running 0.026 0.762 0.438 0.556 h = walking ------------------------------------------------------- 0.036 0.800 0.774 0.765 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.111 0.340 0.836 0.483 a = climbing down 0.001 0.969 0.265 0.417 b = climbing up 0.002 0.896 0.956 0.925 c = jumping 0.000 0.991 0.272 0.427 d = lying 0.032 0.843 0.991 0.911 e = sitting 0.131 0.506 0.848 0.634 f = standing 0.022 0.898 0.998 0.946 g = running 0.008 0.958 0.867 0.910 h = walking ------------------------------------------------------- 0.035 0.836 0.727 0.707 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.070 0.502 0.538 0.519 a = climbing down 0.053 0.697 0.795 0.743 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.017 0.908 0.950 0.928 d = lying 0.013 0.818 0.383 0.522 e = sitting 0.089 0.617 0.892 0.730 f = standing 0.006 0.969 0.993 0.981 g = running 0.059 0.624 0.513 0.563 h = walking ------------------------------------------------------- 0.042 0.747 0.736 0.726 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.079 0.529 0.647 0.582 a = climbing down 0.128 0.584 0.980 0.732 b = climbing up 0.017 0.535 0.993 0.695 c = jumping 0.029 0.859 0.982 0.917 d = lying 0.059 0.346 0.253 0.292 e = sitting 0.074 0.524 0.546 0.535 f = standing 0.000 0.994 0.441 0.611 g = running 0.011 0.904 0.552 0.685 h = walking ------------------------------------------------------- 0.052 0.699 0.654 0.642 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.134 0.492 0.953 0.649 a = climbing down 0.004 0.940 0.488 0.643 b = climbing up 0.000 0.987 0.915 0.950 c = jumping 0.079 0.687 0.978 0.807 d = lying 0.001 0.997 0.987 0.992 e = sitting 0.004 0.957 0.537 0.688 f = standing 0.004 0.976 0.998 0.987 g = running 0.020 0.813 0.499 0.619 h = walking ------------------------------------------------------- 0.033 0.846 0.786 0.781 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.934 0.884 0.909 a = climbing down 0.092 0.606 0.961 0.744 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.011 0.929 0.882 0.905 d = lying 0.027 0.838 0.956 0.893 e = sitting 0.019 0.885 0.920 0.902 f = standing 0.008 0.958 0.863 0.908 g = running 0.011 0.891 0.497 0.638 h = walking ------------------------------------------------------- 0.024 0.871 0.847 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.189 0.282 0.491 0.358 a = climbing down 0.100 0.528 0.597 0.561 b = climbing up 0.000 0.800 0.027 0.052 c = jumping 0.062 0.670 0.796 0.728 d = lying 0.121 0.530 0.997 0.692 e = sitting 0.011 0.781 0.278 0.411 f = standing 0.018 0.871 0.512 0.645 g = running 0.047 0.160 0.062 0.089 h = walking ------------------------------------------------------- 0.074 0.570 0.527 0.503 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.106 0.434 0.656 0.523 a = climbing down 0.101 0.545 0.874 0.671 b = climbing up 0.000 1.000 0.623 0.767 c = jumping 0.017 0.878 0.801 0.838 d = lying 0.091 0.574 0.946 0.715 e = sitting 0.038 0.688 0.595 0.638 f = standing 0.009 0.963 0.761 0.850 g = running 0.008 0.758 0.145 0.243 h = walking ------------------------------------------------------- 0.045 0.733 0.674 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.779 0.796 0.787 a = climbing down 0.085 0.487 0.561 0.521 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.056 0.746 0.881 0.808 d = lying 0.020 0.873 0.967 0.918 e = sitting 0.019 0.840 0.594 0.696 f = standing 0.001 0.996 0.993 0.994 g = running 0.042 0.738 0.639 0.685 h = walking ------------------------------------------------------- 0.032 0.682 0.679 0.676 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.830 0.596 0.694 a = climbing down 0.063 0.698 0.927 0.796 b = climbing up 0.000 0.981 0.969 0.975 c = jumping 0.017 0.888 0.861 0.874 d = lying 0.018 0.856 0.734 0.790 e = sitting 0.054 0.713 0.812 0.759 f = standing 0.009 0.958 0.974 0.966 g = running 0.008 0.949 0.887 0.917 h = walking ------------------------------------------------------- 0.026 0.848 0.838 0.837 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.050 0.613 0.790 0.690 a = climbing down 0.011 0.940 0.584 0.720 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.028 0.679 0.471 0.556 d = lying 0.031 0.831 0.968 0.894 e = sitting 0.113 0.530 0.811 0.641 f = standing 0.006 0.950 0.754 0.841 g = running 0.042 0.789 0.974 0.872 h = walking ------------------------------------------------------- 0.036 0.792 0.755 0.753 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.072 0.613 0.854 0.714 a = climbing down 0.049 0.650 0.656 0.653 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.041 0.813 0.983 0.890 d = lying 0.042 0.776 0.964 0.860 e = sitting 0.010 0.897 0.685 0.777 f = standing 0.002 0.990 0.809 0.890 g = running 0.024 0.805 0.549 0.653 h = walking ------------------------------------------------------- 0.031 0.811 0.792 0.789 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.153 0.364 0.727 0.485 a = climbing down 0.006 0.611 0.081 0.143 b = climbing up 0.000 0.992 0.745 0.851 c = jumping 0.023 0.846 0.704 0.768 d = lying 0.016 0.873 0.583 0.699 e = sitting 0.115 0.535 0.838 0.653 f = standing 0.037 0.834 0.995 0.907 g = running 0.026 0.815 0.630 0.711 h = walking ------------------------------------------------------- 0.049 0.726 0.672 0.657 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.071 0.556 0.646 0.597 a = climbing down 0.168 0.484 0.900 0.630 b = climbing up 0.000 1.000 0.148 0.258 c = jumping 0.009 0.857 0.350 0.497 d = lying 0.039 0.780 0.858 0.817 e = sitting 0.064 0.474 0.444 0.458 f = standing 0.003 0.980 0.802 0.882 g = running 0.022 0.868 0.730 0.793 h = walking ------------------------------------------------------- 0.052 0.734 0.676 0.671 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.883 0.690 0.775 a = climbing down 0.073 0.664 0.950 0.782 b = climbing up 0.000 0.993 0.847 0.914 c = jumping 0.012 0.930 0.911 0.921 d = lying 0.046 0.697 0.727 0.712 e = sitting 0.053 0.675 0.665 0.670 f = standing 0.007 0.960 0.994 0.977 g = running 0.013 0.908 0.714 0.800 h = walking ------------------------------------------------------- 0.030 0.826 0.812 0.812 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.849 0.750 0.797 a = climbing down 0.075 0.642 0.932 0.761 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.984 0.896 0.938 d = lying 0.073 0.716 0.957 0.819 e = sitting 0.023 0.806 0.559 0.660 f = standing 0.004 0.979 0.998 0.988 g = running 0.009 0.925 0.647 0.761 h = walking ------------------------------------------------------- 0.028 0.849 0.827 0.824 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.283 0.515 0.366 a = climbing down 0.003 0.931 0.242 0.385 b = climbing up 0.000 0.994 0.945 0.969 c = jumping 0.003 0.982 0.922 0.951 d = lying 0.030 0.847 0.991 0.913 e = sitting 0.006 0.959 0.862 0.908 f = standing 0.056 0.768 0.999 0.868 g = running 0.010 0.951 0.919 0.935 h = walking ------------------------------------------------------- 0.023 0.868 0.822 0.813 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.686 0.573 0.624 a = climbing down 0.209 0.374 0.854 0.520 b = climbing up 0.000 1.000 0.816 0.899 c = jumping 0.001 0.994 0.746 0.853 d = lying 0.036 0.749 0.755 0.752 e = sitting 0.077 0.638 0.850 0.729 f = standing 0.006 0.967 0.957 0.962 g = running 0.013 0.084 0.006 0.012 h = walking ------------------------------------------------------- 0.049 0.648 0.670 0.637 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.033 0.783 0.837 0.809 a = climbing down 0.039 0.807 0.924 0.862 b = climbing up 0.004 0.794 0.985 0.879 c = jumping 0.010 0.927 0.725 0.814 d = lying 0.070 0.457 0.374 0.411 e = sitting 0.136 0.341 0.491 0.402 f = standing 0.004 0.974 0.815 0.887 g = running 0.017 0.900 0.852 0.875 h = walking ------------------------------------------------------- 0.041 0.754 0.728 0.735 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.154 0.450 0.913 0.603 a = climbing down 0.001 0.945 0.076 0.141 b = climbing up 0.073 0.215 0.957 0.352 c = jumping 0.065 0.736 0.994 0.846 d = lying 0.000 1.000 0.952 0.975 e = sitting 0.001 0.989 0.591 0.740 f = standing 0.012 0.887 0.525 0.659 g = running 0.039 0.754 0.654 0.700 h = walking ------------------------------------------------------- 0.038 0.814 0.694 0.679 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.867 0.942 0.903 a = climbing down 0.033 0.789 0.829 0.809 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.902 0.992 0.945 d = lying 0.023 0.860 0.958 0.906 e = sitting 0.004 0.970 0.848 0.905 f = standing 0.001 0.995 0.917 0.954 g = running 0.020 0.879 0.803 0.839 h = walking ------------------------------------------------------- 0.016 0.902 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.030 0.699 0.474 0.565 a = climbing down 0.126 0.591 0.948 0.728 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.005 0.960 0.786 0.865 d = lying 0.048 0.744 0.968 0.841 e = sitting 0.033 0.752 0.802 0.776 f = standing 0.001 0.996 0.804 0.890 g = running 0.011 0.893 0.622 0.733 h = walking ------------------------------------------------------- 0.036 0.816 0.782 0.781 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.139 0.413 0.823 0.550 a = climbing down 0.113 0.527 0.894 0.663 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.020 0.852 0.774 0.811 d = lying 0.058 0.662 0.867 0.750 e = sitting 0.054 0.637 0.660 0.649 f = standing 0.001 0.997 0.597 0.746 g = running 0.012 0.563 0.085 0.147 h = walking ------------------------------------------------------- 0.047 0.709 0.650 0.627 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.831 0.817 0.824 a = climbing down 0.092 0.511 0.706 0.593 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.031 0.847 0.960 0.900 d = lying 0.021 0.888 0.944 0.915 e = sitting 0.015 0.892 0.708 0.789 f = standing 0.001 0.994 1.000 0.997 g = running 0.032 0.740 0.524 0.613 h = walking ------------------------------------------------------- 0.028 0.828 0.816 0.815 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.044 0.734 0.828 0.778 a = climbing down 0.021 0.864 0.826 0.845 b = climbing up 0.005 0.789 0.965 0.868 c = jumping 0.007 0.956 0.916 0.936 d = lying 0.030 0.797 0.803 0.800 e = sitting 0.039 0.772 0.830 0.800 f = standing 0.003 0.983 0.908 0.944 g = running 0.021 0.866 0.821 0.843 h = walking ------------------------------------------------------- 0.022 0.858 0.853 0.854 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.898 0.846 0.871 a = climbing down 0.024 0.876 0.572 0.692 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.062 0.570 0.644 0.605 d = lying 0.050 0.748 0.959 0.840 e = sitting 0.084 0.519 0.574 0.545 f = standing 0.001 0.992 0.975 0.984 g = running 0.037 0.806 0.926 0.862 h = walking ------------------------------------------------------- 0.037 0.785 0.769 0.767 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.825 0.866 a = climbing down 0.028 0.808 0.857 0.832 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.005 0.973 0.995 0.984 d = lying 0.041 0.809 0.936 0.868 e = sitting 0.014 0.892 0.911 0.901 f = standing 0.003 0.983 0.828 0.898 g = running 0.025 0.865 0.891 0.878 h = walking ------------------------------------------------------- 0.017 0.898 0.892 0.892 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.135 0.448 0.945 0.608 a = climbing down 0.042 0.457 0.352 0.398 b = climbing up 0.000 0.984 0.994 0.989 c = jumping 0.001 0.996 0.759 0.861 d = lying 0.023 0.862 0.709 0.778 e = sitting 0.088 0.626 0.921 0.745 f = standing 0.005 0.973 0.994 0.984 g = running 0.001 0.981 0.385 0.553 h = walking ------------------------------------------------------- 0.035 0.810 0.739 0.736 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.961 0.698 0.809 a = climbing down 0.064 0.704 0.957 0.811 b = climbing up 0.000 1.000 0.816 0.899 c = jumping 0.004 0.975 0.934 0.954 d = lying 0.026 0.850 0.903 0.876 e = sitting 0.022 0.828 0.809 0.819 f = standing 0.006 0.971 0.997 0.984 g = running 0.018 0.898 0.802 0.847 h = walking ------------------------------------------------------- 0.020 0.888 0.876 0.876 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.897 0.887 0.892 a = climbing down 0.031 0.823 0.920 0.869 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.001 0.995 0.988 0.992 d = lying 0.054 0.755 0.958 0.844 e = sitting 0.009 0.915 0.655 0.763 f = standing 0.002 0.988 0.997 0.993 g = running 0.011 0.936 0.838 0.885 h = walking ------------------------------------------------------- 0.017 0.905 0.897 0.896 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.864 0.703 0.775 a = climbing down 0.155 0.476 0.907 0.625 b = climbing up 0.000 1.000 0.973 0.987 c = jumping 0.001 0.996 0.961 0.978 d = lying 0.095 0.653 0.964 0.779 e = sitting 0.012 0.801 0.350 0.488 f = standing 0.002 0.991 0.999 0.995 g = running 0.019 0.731 0.264 0.388 h = walking ------------------------------------------------------- 0.042 0.791 0.746 0.726 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.240 0.159 0.674 0.257 a = climbing down 0.027 0.680 0.373 0.482 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.000 1.000 0.725 0.840 d = lying 0.020 0.900 0.988 0.942 e = sitting 0.041 0.780 0.933 0.850 f = standing 0.037 0.839 1.000 0.913 g = running 0.001 0.733 0.009 0.017 h = walking ------------------------------------------------------- 0.033 0.788 0.668 0.644 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.877 0.739 0.802 a = climbing down 0.053 0.692 0.810 0.746 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.007 0.959 0.945 0.952 d = lying 0.019 0.862 0.816 0.838 e = sitting 0.027 0.843 0.910 0.875 f = standing 0.001 0.995 0.974 0.984 g = running 0.031 0.837 0.828 0.832 h = walking ------------------------------------------------------- 0.021 0.874 0.869 0.870 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.720 0.786 a = climbing down 0.075 0.710 0.987 0.826 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.011 0.910 0.620 0.738 d = lying 0.065 0.379 0.336 0.356 e = sitting 0.139 0.459 0.618 0.526 f = standing 0.001 0.991 0.919 0.953 g = running 0.012 0.917 0.755 0.828 h = walking ------------------------------------------------------- 0.046 0.760 0.729 0.733 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.298 0.314 0.989 0.477 a = climbing down 0.001 0.429 0.003 0.007 b = climbing up 0.002 0.847 0.447 0.585 c = jumping 0.017 0.911 0.981 0.945 d = lying 0.015 0.919 0.947 0.933 e = sitting 0.011 0.918 0.805 0.858 f = standing 0.014 0.926 0.989 0.957 g = running 0.005 0.265 0.011 0.021 h = walking ------------------------------------------------------- 0.046 0.688 0.683 0.620 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.059 0.664 0.973 0.789 a = climbing down 0.044 0.730 0.782 0.755 b = climbing up 0.000 0.968 0.347 0.510 c = jumping 0.037 0.810 0.961 0.879 d = lying 0.024 0.851 0.917 0.883 e = sitting 0.006 0.956 0.739 0.834 f = standing 0.007 0.964 0.849 0.903 g = running 0.009 0.937 0.757 0.838 h = walking ------------------------------------------------------- 0.024 0.859 0.838 0.837 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.669 0.553 0.606 a = climbing down 0.088 0.666 0.911 0.770 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.008 0.942 0.811 0.872 d = lying 0.054 0.719 0.986 0.831 e = sitting 0.026 0.797 0.810 0.804 f = standing 0.001 0.997 0.793 0.883 g = running 0.012 0.899 0.727 0.804 h = walking ------------------------------------------------------- 0.032 0.825 0.803 0.804 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.033 0.728 0.776 0.751 a = climbing down 0.026 0.813 0.838 0.826 b = climbing up 0.000 1.000 0.749 0.856 c = jumping 0.041 0.732 0.764 0.747 d = lying 0.054 0.711 0.961 0.818 e = sitting 0.038 0.753 0.702 0.727 f = standing 0.007 0.971 0.813 0.885 g = running 0.025 0.845 0.796 0.820 h = walking ------------------------------------------------------- 0.029 0.816 0.805 0.806 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.122 0.478 0.840 0.609 a = climbing down 0.099 0.300 0.292 0.296 b = climbing up 0.004 0.032 0.333 0.059 c = jumping 0.047 0.792 0.919 0.851 d = lying 0.017 0.893 0.959 0.925 e = sitting 0.018 0.858 0.650 0.740 f = standing 0.001 0.996 0.976 0.986 g = running 0.040 0.529 0.240 0.330 h = walking ------------------------------------------------------- 0.045 0.708 0.699 0.686 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.022 0.829 0.752 0.789 a = climbing down 0.035 0.795 0.853 0.823 b = climbing up 0.016 0.553 1.000 0.712 c = jumping 0.006 0.960 0.864 0.909 d = lying 0.021 0.838 0.737 0.784 e = sitting 0.058 0.706 0.870 0.780 f = standing 0.002 0.986 0.869 0.924 g = running 0.021 0.880 0.903 0.891 h = walking ------------------------------------------------------- 0.023 0.855 0.842 0.844 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.831 0.778 0.804 a = climbing down 0.021 0.893 0.585 0.707 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.032 0.681 0.536 0.600 d = lying 0.032 0.816 0.913 0.862 e = sitting 0.118 0.516 0.749 0.611 f = standing 0.004 0.976 0.973 0.975 g = running 0.042 0.783 0.947 0.857 h = walking ------------------------------------------------------- 0.037 0.797 0.773 0.772 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.842 0.869 a = climbing down 0.021 0.843 0.848 0.845 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.972 0.986 0.979 d = lying 0.053 0.725 0.961 0.826 e = sitting 0.010 0.940 0.856 0.896 f = standing 0.001 0.995 0.834 0.908 g = running 0.026 0.857 0.894 0.875 h = walking ------------------------------------------------------- 0.017 0.900 0.890 0.891 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.801 0.896 0.846 a = climbing down 0.117 0.424 0.862 0.568 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.019 0.888 0.771 0.825 d = lying 0.014 0.780 0.265 0.396 e = sitting 0.170 0.470 0.882 0.613 f = standing 0.001 0.995 0.997 0.996 g = running 0.006 0.903 0.294 0.444 h = walking ------------------------------------------------------- 0.045 0.780 0.691 0.674 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.900 0.686 0.779 a = climbing down 0.056 0.704 0.885 0.784 b = climbing up 0.000 1.000 0.740 0.850 c = jumping 0.004 0.975 0.971 0.973 d = lying 0.031 0.822 0.911 0.864 e = sitting 0.015 0.900 0.804 0.849 f = standing 0.007 0.963 0.997 0.980 g = running 0.027 0.850 0.819 0.834 h = walking ------------------------------------------------------- 0.021 0.878 0.871 0.870 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.829 0.888 0.857 a = climbing down 0.025 0.856 0.885 0.871 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.000 0.997 0.988 0.993 d = lying 0.072 0.635 0.811 0.712 e = sitting 0.030 0.732 0.532 0.616 f = standing 0.004 0.978 0.999 0.988 g = running 0.011 0.935 0.859 0.896 h = walking ------------------------------------------------------- 0.022 0.863 0.858 0.857 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.088 0.480 0.720 0.576 a = climbing down 0.093 0.551 0.744 0.633 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.003 0.985 0.941 0.962 d = lying 0.018 0.750 0.290 0.418 e = sitting 0.120 0.486 0.788 0.601 f = standing 0.038 0.823 0.999 0.903 g = running 0.013 0.800 0.279 0.414 h = walking ------------------------------------------------------- 0.047 0.723 0.675 0.653 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.137 0.220 0.565 0.317 a = climbing down 0.005 0.887 0.239 0.377 b = climbing up 0.000 1.000 0.904 0.949 c = jumping 0.000 1.000 0.837 0.911 d = lying 0.150 0.532 0.991 0.693 e = sitting 0.024 0.406 0.104 0.165 f = standing 0.053 0.784 1.000 0.879 g = running 0.010 0.934 0.691 0.794 h = walking ------------------------------------------------------- 0.045 0.738 0.665 0.644 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.780 0.822 a = climbing down 0.054 0.688 0.820 0.748 b = climbing up 0.000 0.994 0.975 0.984 c = jumping 0.010 0.940 0.905 0.922 d = lying 0.008 0.857 0.319 0.464 e = sitting 0.106 0.605 0.936 0.735 f = standing 0.001 0.992 0.992 0.992 g = running 0.021 0.883 0.831 0.856 h = walking ------------------------------------------------------- 0.031 0.840 0.814 0.805 Weighted Avg. Run: 1 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.794 0.804 0.799 a = climbing down 0.170 0.449 0.908 0.601 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.020 0.896 0.969 0.931 d = lying 0.096 0.539 0.551 0.545 e = sitting 0.074 0.424 0.361 0.390 f = standing 0.004 0.975 0.961 0.968 g = running 0.004 0.821 0.108 0.191 h = walking ------------------------------------------------------- 0.055 0.705 0.662 0.632 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.043 0.780 0.932 0.849 a = climbing down 0.082 0.162 0.505 0.245 b = climbing up 0.001 0.962 1.000 0.981 c = jumping 0.057 0.749 0.808 0.778 d = lying 0.054 0.784 0.934 0.852 e = sitting 0.029 0.809 0.582 0.677 f = standing 0.001 0.995 0.990 0.993 g = running 0.009 0.921 0.455 0.609 h = walking ------------------------------------------------------- 0.035 0.814 0.759 0.764 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.878 0.916 0.897 a = climbing down 0.102 0.577 0.889 0.700 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.012 0.934 0.957 0.945 d = lying 0.083 0.478 0.475 0.476 e = sitting 0.088 0.420 0.463 0.441 f = standing 0.001 0.994 0.852 0.918 g = running 0.006 0.950 0.555 0.701 h = walking ------------------------------------------------------- 0.040 0.769 0.734 0.738 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.696 0.703 a = climbing down 0.134 0.553 0.909 0.688 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.976 0.869 0.919 d = lying 0.116 0.466 0.872 0.608 e = sitting 0.036 0.651 0.475 0.550 f = standing 0.000 0.998 0.757 0.861 g = running 0.007 0.846 0.261 0.399 h = walking ------------------------------------------------------- 0.044 0.770 0.704 0.699 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.052 0.623 0.755 0.683 a = climbing down 0.046 0.688 0.680 0.684 b = climbing up 0.000 0.973 0.709 0.820 c = jumping 0.025 0.755 0.494 0.598 d = lying 0.055 0.699 0.961 0.809 e = sitting 0.075 0.582 0.724 0.645 f = standing 0.007 0.974 0.831 0.897 g = running 0.054 0.641 0.597 0.618 h = walking ------------------------------------------------------- 0.040 0.744 0.726 0.726 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.658 0.866 0.748 a = climbing down 0.029 0.759 0.628 0.687 b = climbing up 0.000 0.983 0.934 0.958 c = jumping 0.014 0.894 0.677 0.771 d = lying 0.066 0.659 0.790 0.719 e = sitting 0.075 0.603 0.637 0.620 f = standing 0.001 0.995 0.960 0.977 g = running 0.025 0.824 0.767 0.794 h = walking ------------------------------------------------------- 0.037 0.780 0.765 0.767 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.038 0.714 0.724 0.719 a = climbing down 0.158 0.402 0.636 0.493 b = climbing up 0.001 0.955 0.984 0.969 c = jumping 0.021 0.834 0.728 0.778 d = lying 0.091 0.495 0.610 0.547 e = sitting 0.074 0.545 0.497 0.520 f = standing 0.002 0.988 0.944 0.966 g = running 0.054 0.307 0.140 0.192 h = walking ------------------------------------------------------- 0.061 0.623 0.621 0.613 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.773 0.394 0.522 a = climbing down 0.248 0.413 0.574 0.480 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.084 0.589 0.776 0.670 d = lying 0.010 0.877 0.685 0.769 e = sitting 0.141 0.408 0.585 0.480 f = standing 0.034 0.826 0.978 0.896 g = running 0.003 0.671 0.039 0.073 h = walking ------------------------------------------------------- 0.066 0.570 0.504 0.486 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.883 0.495 0.634 a = climbing down 0.103 0.542 0.819 0.652 b = climbing up 0.000 0.994 0.920 0.955 c = jumping 0.008 0.954 0.977 0.965 d = lying 0.046 0.699 0.643 0.670 e = sitting 0.067 0.631 0.712 0.669 f = standing 0.006 0.972 0.936 0.954 g = running 0.031 0.776 0.660 0.714 h = walking ------------------------------------------------------- 0.036 0.792 0.768 0.769 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.001 0.969 0.361 0.526 a = climbing down 0.221 0.355 0.971 0.520 b = climbing up 0.000 1.000 0.765 0.867 c = jumping 0.060 0.586 0.464 0.518 d = lying 0.072 0.591 0.535 0.562 e = sitting 0.105 0.515 0.692 0.591 f = standing 0.022 0.897 0.975 0.934 g = running 0.002 0.829 0.056 0.104 h = walking ------------------------------------------------------- 0.064 0.683 0.581 0.547 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.868 0.550 0.673 a = climbing down 0.045 0.572 0.356 0.439 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.008 0.919 0.470 0.622 d = lying 0.063 0.606 0.676 0.639 e = sitting 0.128 0.474 0.657 0.550 f = standing 0.005 0.973 0.997 0.985 g = running 0.130 0.535 0.903 0.672 h = walking ------------------------------------------------------- 0.055 0.712 0.666 0.661 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.178 0.374 0.818 0.513 a = climbing down 0.096 0.393 0.411 0.402 b = climbing up 0.000 1.000 0.613 0.760 c = jumping 0.008 0.954 0.944 0.949 d = lying 0.113 0.513 0.788 0.622 e = sitting 0.036 0.610 0.331 0.429 f = standing 0.011 0.942 1.000 0.970 g = running 0.009 0.079 0.004 0.008 h = walking ------------------------------------------------------- 0.057 0.570 0.607 0.563 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.933 0.565 0.704 a = climbing down 0.185 0.469 0.884 0.613 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.000 0.999 0.857 0.923 d = lying 0.167 0.388 0.879 0.538 e = sitting 0.037 0.436 0.136 0.208 f = standing 0.004 0.979 1.000 0.990 g = running 0.018 0.614 0.180 0.279 h = walking ------------------------------------------------------- 0.057 0.691 0.642 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.219 0.222 0.919 0.357 a = climbing down 0.046 0.579 0.411 0.481 b = climbing up 0.000 0.988 0.982 0.985 c = jumping 0.008 0.956 0.960 0.958 d = lying 0.080 0.652 0.838 0.733 e = sitting 0.036 0.723 0.516 0.603 f = standing 0.010 0.947 0.993 0.970 g = running 0.001 0.200 0.001 0.002 h = walking ------------------------------------------------------- 0.040 0.649 0.641 0.609 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.039 0.693 0.769 0.729 a = climbing down 0.176 0.431 0.807 0.562 b = climbing up 0.000 0.992 0.792 0.881 c = jumping 0.023 0.876 0.906 0.891 d = lying 0.033 0.717 0.508 0.595 e = sitting 0.097 0.534 0.693 0.603 f = standing 0.005 0.974 0.979 0.976 g = running 0.005 0.500 0.028 0.053 h = walking ------------------------------------------------------- 0.052 0.688 0.674 0.638 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.781 0.898 0.836 a = climbing down 0.079 0.633 0.882 0.737 b = climbing up 0.001 0.967 0.796 0.873 c = jumping 0.020 0.874 0.794 0.832 d = lying 0.073 0.522 0.401 0.453 e = sitting 0.130 0.335 0.454 0.385 f = standing 0.007 0.959 0.989 0.974 g = running 0.007 0.930 0.535 0.680 h = walking ------------------------------------------------------- 0.048 0.727 0.699 0.699 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.175 0.464 0.953 0.624 a = climbing down 0.009 0.462 0.258 0.331 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.087 0.688 0.809 0.744 d = lying 0.001 0.993 0.974 0.983 e = sitting 0.045 0.726 0.582 0.646 f = standing 0.004 0.963 1.000 0.981 g = running 0.008 0.860 0.218 0.348 h = walking ------------------------------------------------------- 0.051 0.775 0.721 0.700 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.060 0.640 0.970 0.771 a = climbing down 0.063 0.603 0.635 0.619 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.959 0.931 0.945 d = lying 0.048 0.762 0.982 0.858 e = sitting 0.011 0.923 0.832 0.875 f = standing 0.001 0.995 0.866 0.926 g = running 0.008 0.930 0.595 0.726 h = walking ------------------------------------------------------- 0.025 0.851 0.826 0.827 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.712 0.495 0.584 a = climbing down 0.121 0.574 0.904 0.702 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.011 0.921 0.794 0.853 d = lying 0.054 0.675 0.956 0.791 e = sitting 0.036 0.741 0.716 0.728 f = standing 0.000 0.999 0.811 0.896 g = running 0.015 0.864 0.666 0.752 h = walking ------------------------------------------------------- 0.036 0.801 0.768 0.770 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.144 0.421 0.856 0.565 a = climbing down 0.038 0.736 0.767 0.751 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.037 0.761 0.713 0.737 d = lying 0.062 0.639 0.846 0.728 e = sitting 0.057 0.577 0.555 0.566 f = standing 0.001 0.995 0.858 0.921 g = running 0.029 0.352 0.090 0.143 h = walking ------------------------------------------------------- 0.044 0.681 0.676 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.720 0.900 0.800 a = climbing down 0.062 0.610 0.672 0.639 b = climbing up 0.001 0.944 0.959 0.951 c = jumping 0.081 0.646 0.823 0.724 d = lying 0.032 0.827 0.954 0.886 e = sitting 0.026 0.741 0.422 0.538 f = standing 0.001 0.995 0.989 0.992 g = running 0.017 0.845 0.585 0.691 h = walking ------------------------------------------------------- 0.037 0.778 0.769 0.760 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.067 0.331 0.267 0.295 a = climbing down 0.100 0.550 0.770 0.642 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.016 0.896 0.777 0.832 d = lying 0.036 0.705 0.622 0.661 e = sitting 0.092 0.570 0.716 0.635 f = standing 0.000 0.998 0.978 0.988 g = running 0.025 0.808 0.628 0.707 h = walking ------------------------------------------------------- 0.045 0.721 0.707 0.707 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.047 0.675 0.910 0.775 a = climbing down 0.102 0.575 0.463 0.513 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.073 0.481 0.455 0.468 d = lying 0.033 0.756 0.974 0.851 e = sitting 0.126 0.465 0.671 0.549 f = standing 0.026 0.857 0.971 0.910 g = running 0.019 0.801 0.431 0.560 h = walking ------------------------------------------------------- 0.064 0.656 0.639 0.622 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.040 0.703 0.752 0.727 a = climbing down 0.088 0.577 0.863 0.692 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.016 0.868 0.580 0.696 d = lying 0.029 0.841 0.886 0.863 e = sitting 0.096 0.529 0.841 0.650 f = standing 0.002 0.987 0.776 0.869 g = running 0.011 0.896 0.579 0.703 h = walking ------------------------------------------------------- 0.035 0.800 0.752 0.757 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.859 0.772 0.813 a = climbing down 0.041 0.626 0.551 0.586 b = climbing up 0.000 1.000 0.807 0.893 c = jumping 0.072 0.634 0.676 0.654 d = lying 0.024 0.802 0.509 0.622 e = sitting 0.094 0.574 0.779 0.661 f = standing 0.011 0.946 0.981 0.963 g = running 0.052 0.760 0.850 0.802 h = walking ------------------------------------------------------- 0.044 0.751 0.739 0.736 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.889 0.745 0.810 a = climbing down 0.066 0.662 0.723 0.691 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.011 0.683 0.145 0.239 d = lying 0.071 0.661 0.915 0.767 e = sitting 0.115 0.427 0.632 0.510 f = standing 0.003 0.985 0.996 0.990 g = running 0.048 0.748 0.808 0.777 h = walking ------------------------------------------------------- 0.044 0.737 0.717 0.696 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.858 0.727 0.787 a = climbing down 0.067 0.645 0.804 0.715 b = climbing up 0.000 1.000 0.798 0.887 c = jumping 0.015 0.914 0.883 0.899 d = lying 0.051 0.710 0.825 0.763 e = sitting 0.043 0.708 0.619 0.661 f = standing 0.011 0.941 0.999 0.969 g = running 0.031 0.809 0.715 0.759 h = walking ------------------------------------------------------- 0.032 0.805 0.799 0.799 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.865 0.684 0.764 a = climbing down 0.136 0.529 0.896 0.665 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.003 0.985 0.916 0.949 d = lying 0.101 0.543 0.970 0.696 e = sitting 0.015 0.829 0.397 0.537 f = standing 0.002 0.991 1.000 0.995 g = running 0.019 0.759 0.357 0.485 h = walking ------------------------------------------------------- 0.038 0.802 0.750 0.739 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.142 0.258 0.722 0.380 a = climbing down 0.108 0.301 0.311 0.306 b = climbing up 0.003 0.875 0.983 0.926 c = jumping 0.030 0.856 0.945 0.898 d = lying 0.010 0.942 0.957 0.950 e = sitting 0.013 0.916 0.791 0.849 f = standing 0.036 0.831 1.000 0.908 g = running 0.003 0.874 0.107 0.190 h = walking ------------------------------------------------------- 0.037 0.767 0.692 0.668 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.915 0.735 0.815 a = climbing down 0.173 0.458 0.934 0.615 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.025 0.869 0.911 0.890 d = lying 0.012 0.913 0.764 0.832 e = sitting 0.043 0.757 0.839 0.796 f = standing 0.000 0.998 0.995 0.996 g = running 0.007 0.797 0.156 0.261 h = walking ------------------------------------------------------- 0.037 0.822 0.769 0.750 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.896 0.762 0.823 a = climbing down 0.175 0.478 0.971 0.641 b = climbing up 0.000 1.000 0.748 0.856 c = jumping 0.015 0.724 0.212 0.328 d = lying 0.057 0.412 0.317 0.358 e = sitting 0.222 0.296 0.572 0.390 f = standing 0.009 0.954 0.990 0.972 g = running 0.004 0.911 0.207 0.338 h = walking ------------------------------------------------------- 0.068 0.684 0.575 0.553 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.028 0.844 0.944 0.891 a = climbing down 0.150 0.124 0.694 0.210 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.149 0.602 0.952 0.738 d = lying 0.033 0.814 0.699 0.752 e = sitting 0.071 0.282 0.136 0.183 f = standing 0.000 0.998 1.000 0.999 g = running 0.007 0.752 0.102 0.179 h = walking ------------------------------------------------------- 0.056 0.679 0.617 0.586 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.950 0.941 0.945 a = climbing down 0.075 0.655 0.929 0.768 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.053 0.744 0.933 0.828 d = lying 0.025 0.859 0.967 0.910 e = sitting 0.014 0.887 0.654 0.753 f = standing 0.001 0.992 0.887 0.937 g = running 0.011 0.911 0.610 0.730 h = walking ------------------------------------------------------- 0.025 0.862 0.841 0.839 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.576 0.434 0.495 a = climbing down 0.152 0.465 0.731 0.568 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.034 0.793 0.788 0.790 d = lying 0.092 0.543 0.935 0.687 e = sitting 0.057 0.599 0.599 0.599 f = standing 0.000 0.998 0.453 0.623 g = running 0.047 0.619 0.527 0.569 h = walking ------------------------------------------------------- 0.057 0.686 0.626 0.623 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.107 0.463 0.776 0.580 a = climbing down 0.027 0.771 0.602 0.676 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.067 0.630 0.752 0.686 d = lying 0.077 0.632 0.968 0.764 e = sitting 0.041 0.664 0.535 0.593 f = standing 0.001 0.993 0.698 0.820 g = running 0.063 0.468 0.334 0.390 h = walking ------------------------------------------------------- 0.048 0.698 0.664 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.080 0.609 0.874 0.718 a = climbing down 0.082 0.473 0.502 0.487 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.042 0.781 0.768 0.774 d = lying 0.020 0.874 0.965 0.917 e = sitting 0.042 0.736 0.677 0.705 f = standing 0.001 0.995 1.000 0.998 g = running 0.033 0.639 0.360 0.461 h = walking ------------------------------------------------------- 0.038 0.638 0.643 0.633 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.695 0.665 0.680 a = climbing down 0.114 0.529 0.808 0.640 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.029 0.832 0.751 0.790 d = lying 0.025 0.802 0.717 0.757 e = sitting 0.082 0.604 0.741 0.665 f = standing 0.002 0.992 0.961 0.976 g = running 0.029 0.678 0.366 0.475 h = walking ------------------------------------------------------- 0.044 0.746 0.727 0.724 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.146 0.411 0.933 0.571 a = climbing down 0.050 0.700 0.402 0.510 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.108 0.528 0.752 0.621 d = lying 0.040 0.703 0.919 0.797 e = sitting 0.085 0.357 0.291 0.321 f = standing 0.038 0.805 0.959 0.876 g = running 0.028 0.525 0.180 0.268 h = walking ------------------------------------------------------- 0.062 0.504 0.554 0.496 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.988 0.643 0.779 a = climbing down 0.040 0.675 0.618 0.646 b = climbing up 0.000 1.000 0.971 0.986 c = jumping 0.010 0.945 0.969 0.957 d = lying 0.025 0.824 0.810 0.817 e = sitting 0.039 0.783 0.843 0.812 f = standing 0.001 0.996 0.899 0.945 g = running 0.071 0.692 0.958 0.804 h = walking ------------------------------------------------------- 0.025 0.854 0.839 0.839 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.861 0.823 0.841 a = climbing down 0.012 0.857 0.572 0.686 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.066 0.669 0.667 0.668 d = lying 0.030 0.757 0.483 0.590 e = sitting 0.118 0.493 0.710 0.582 f = standing 0.027 0.878 0.998 0.934 g = running 0.050 0.784 0.968 0.866 h = walking ------------------------------------------------------- 0.039 0.662 0.653 0.646 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.827 0.567 0.673 a = climbing down 0.049 0.702 0.675 0.689 b = climbing up 0.000 0.992 0.731 0.842 c = jumping 0.034 0.743 0.558 0.637 d = lying 0.035 0.784 0.878 0.828 e = sitting 0.087 0.550 0.634 0.589 f = standing 0.007 0.960 0.968 0.964 g = running 0.076 0.655 0.872 0.748 h = walking ------------------------------------------------------- 0.043 0.750 0.739 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.751 0.488 0.591 a = climbing down 0.184 0.424 0.894 0.575 b = climbing up 0.000 0.984 0.714 0.828 c = jumping 0.006 0.965 0.929 0.947 d = lying 0.059 0.662 0.772 0.713 e = sitting 0.044 0.709 0.630 0.667 f = standing 0.008 0.960 0.997 0.978 g = running 0.003 0.943 0.301 0.456 h = walking ------------------------------------------------------- 0.043 0.789 0.718 0.712 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.903 0.616 0.732 a = climbing down 0.177 0.456 0.950 0.616 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.983 0.769 0.863 d = lying 0.132 0.454 0.893 0.602 e = sitting 0.054 0.516 0.273 0.357 f = standing 0.005 0.972 1.000 0.986 g = running 0.008 0.803 0.190 0.308 h = walking ------------------------------------------------------- 0.051 0.738 0.665 0.644 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.232 0.213 0.909 0.344 a = climbing down 0.045 0.400 0.205 0.271 b = climbing up 0.002 0.938 0.994 0.965 c = jumping 0.020 0.900 0.931 0.916 d = lying 0.126 0.563 0.966 0.711 e = sitting 0.011 0.782 0.222 0.346 f = standing 0.008 0.956 0.996 0.976 g = running 0.021 0.118 0.013 0.024 h = walking ------------------------------------------------------- 0.049 0.598 0.584 0.534 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.792 0.812 a = climbing down 0.106 0.567 0.837 0.676 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.092 0.649 0.844 0.734 d = lying 0.013 0.795 0.365 0.500 e = sitting 0.105 0.455 0.505 0.479 f = standing 0.000 0.998 0.987 0.992 g = running 0.017 0.833 0.490 0.617 h = walking ------------------------------------------------------- 0.052 0.732 0.701 0.694 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.839 0.873 a = climbing down 0.035 0.776 0.757 0.766 b = climbing up 0.000 1.000 0.752 0.858 c = jumping 0.015 0.691 0.188 0.295 d = lying 0.095 0.474 0.520 0.496 e = sitting 0.208 0.222 0.376 0.279 f = standing 0.008 0.958 1.000 0.979 g = running 0.038 0.808 0.881 0.843 h = walking ------------------------------------------------------- 0.057 0.696 0.648 0.646 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.175 0.468 0.967 0.631 a = climbing down 0.045 0.210 0.392 0.273 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 0.999 0.924 0.960 d = lying 0.008 0.949 0.722 0.820 e = sitting 0.074 0.724 0.963 0.827 f = standing 0.002 0.986 1.000 0.993 g = running 0.002 0.680 0.015 0.030 h = walking ------------------------------------------------------- 0.040 0.791 0.734 0.688 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.916 0.929 a = climbing down 0.037 0.766 0.805 0.785 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.042 0.795 0.987 0.880 d = lying 0.044 0.713 0.708 0.710 e = sitting 0.063 0.588 0.539 0.562 f = standing 0.001 0.997 0.843 0.914 g = running 0.031 0.837 0.841 0.839 h = walking ------------------------------------------------------- 0.031 0.810 0.807 0.806 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.061 0.515 0.424 0.465 a = climbing down 0.248 0.347 0.729 0.470 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.949 0.811 0.875 d = lying 0.116 0.485 0.938 0.639 e = sitting 0.033 0.586 0.367 0.451 f = standing 0.000 0.999 0.678 0.808 g = running 0.013 0.264 0.032 0.058 h = walking ------------------------------------------------------- 0.065 0.632 0.585 0.568 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.068 0.616 0.943 0.745 a = climbing down 0.022 0.789 0.603 0.683 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.046 0.689 0.691 0.690 d = lying 0.053 0.705 0.904 0.792 e = sitting 0.057 0.648 0.686 0.666 f = standing 0.002 0.990 0.801 0.885 g = running 0.046 0.669 0.553 0.606 h = walking ------------------------------------------------------- 0.037 0.761 0.742 0.742 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.074 0.594 0.848 0.699 a = climbing down 0.134 0.388 0.606 0.473 b = climbing up 0.000 1.000 0.721 0.838 c = jumping 0.086 0.670 0.938 0.782 d = lying 0.030 0.835 0.930 0.880 e = sitting 0.016 0.808 0.366 0.504 f = standing 0.005 0.973 0.962 0.968 g = running 0.011 0.678 0.146 0.241 h = walking ------------------------------------------------------- 0.047 0.727 0.692 0.664 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.008 0.920 0.743 0.822 a = climbing down 0.077 0.573 0.651 0.610 b = climbing up 0.006 0.737 0.984 0.843 c = jumping 0.006 0.963 0.850 0.903 d = lying 0.067 0.577 0.659 0.615 e = sitting 0.067 0.585 0.587 0.586 f = standing 0.003 0.983 0.938 0.960 g = running 0.073 0.590 0.616 0.603 h = walking ------------------------------------------------------- 0.041 0.751 0.734 0.740 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.789 0.445 0.569 a = climbing down 0.251 0.408 0.611 0.489 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.101 0.549 0.661 0.600 d = lying 0.020 0.772 0.684 0.725 e = sitting 0.143 0.302 0.396 0.343 f = standing 0.034 0.818 0.984 0.893 g = running 0.007 0.153 0.007 0.013 h = walking ------------------------------------------------------- 0.071 0.474 0.474 0.454 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.982 0.720 0.831 a = climbing down 0.034 0.788 0.874 0.829 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.003 0.981 0.988 0.984 d = lying 0.049 0.724 0.782 0.752 e = sitting 0.043 0.731 0.720 0.725 f = standing 0.000 0.998 0.941 0.969 g = running 0.024 0.867 0.959 0.910 h = walking ------------------------------------------------------- 0.022 0.872 0.865 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.003 0.957 0.870 0.911 a = climbing down 0.043 0.686 0.903 0.780 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.005 0.973 0.821 0.890 d = lying 0.033 0.598 0.255 0.357 e = sitting 0.160 0.474 0.885 0.617 f = standing 0.006 0.971 0.980 0.976 g = running 0.007 0.955 0.825 0.885 h = walking ------------------------------------------------------- 0.035 0.811 0.778 0.771 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.965 0.619 0.754 a = climbing down 0.086 0.540 0.658 0.593 b = climbing up 0.000 1.000 0.713 0.832 c = jumping 0.009 0.949 0.890 0.919 d = lying 0.077 0.590 0.776 0.670 e = sitting 0.046 0.680 0.536 0.599 f = standing 0.007 0.963 0.994 0.978 g = running 0.058 0.682 0.758 0.718 h = walking ------------------------------------------------------- 0.039 0.775 0.753 0.755 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.045 0.692 0.872 0.772 a = climbing down 0.135 0.453 0.712 0.554 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.000 0.999 0.986 0.993 d = lying 0.125 0.526 0.884 0.659 e = sitting 0.021 0.626 0.217 0.322 f = standing 0.003 0.984 1.000 0.992 g = running 0.005 0.915 0.303 0.456 h = walking ------------------------------------------------------- 0.044 0.762 0.710 0.687 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.922 0.540 0.681 a = climbing down 0.209 0.470 0.935 0.625 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.984 0.958 0.971 d = lying 0.122 0.488 0.919 0.637 e = sitting 0.014 0.577 0.130 0.212 f = standing 0.002 0.989 1.000 0.995 g = running 0.013 0.647 0.137 0.226 h = walking ------------------------------------------------------- 0.053 0.735 0.685 0.642 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.228 0.214 0.915 0.346 a = climbing down 0.038 0.593 0.348 0.439 b = climbing up 0.002 0.887 0.993 0.937 c = jumping 0.001 0.996 0.903 0.947 d = lying 0.057 0.734 0.854 0.790 e = sitting 0.043 0.700 0.644 0.671 f = standing 0.007 0.961 0.998 0.979 g = running 0.001 0.922 0.083 0.152 h = walking ------------------------------------------------------- 0.036 0.790 0.658 0.643 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.798 0.838 0.818 a = climbing down 0.043 0.735 0.786 0.760 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.040 0.316 0.108 0.161 d = lying 0.062 0.657 0.702 0.679 e = sitting 0.186 0.312 0.489 0.381 f = standing 0.005 0.972 0.988 0.980 g = running 0.011 0.932 0.863 0.896 h = walking ------------------------------------------------------- 0.053 0.679 0.680 0.668 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.842 0.604 0.703 a = climbing down 0.080 0.640 0.911 0.752 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.012 0.932 0.946 0.939 d = lying 0.052 0.612 0.451 0.519 e = sitting 0.099 0.489 0.613 0.544 f = standing 0.009 0.948 0.922 0.935 g = running 0.018 0.886 0.796 0.839 h = walking ------------------------------------------------------- 0.039 0.771 0.755 0.754 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.033 0.821 0.973 0.890 a = climbing down 0.039 0.317 0.602 0.416 b = climbing up 0.000 0.981 0.987 0.984 c = jumping 0.008 0.969 0.969 0.969 d = lying 0.019 0.915 0.984 0.948 e = sitting 0.006 0.966 0.877 0.919 f = standing 0.003 0.975 0.995 0.985 g = running 0.006 0.963 0.681 0.798 h = walking ------------------------------------------------------- 0.013 0.920 0.898 0.902 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.960 0.956 a = climbing down 0.039 0.777 0.892 0.831 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.032 0.831 0.943 0.883 d = lying 0.030 0.829 0.961 0.890 e = sitting 0.010 0.931 0.788 0.854 f = standing 0.003 0.982 0.863 0.919 g = running 0.015 0.913 0.812 0.860 h = walking ------------------------------------------------------- 0.018 0.893 0.885 0.885 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.666 0.740 0.701 a = climbing down 0.097 0.623 0.897 0.735 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.026 0.848 0.857 0.853 d = lying 0.104 0.508 0.928 0.656 e = sitting 0.042 0.665 0.591 0.626 f = standing 0.000 0.998 0.547 0.706 g = running 0.008 0.898 0.468 0.615 h = walking ------------------------------------------------------- 0.043 0.772 0.710 0.708 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.065 0.624 0.931 0.747 a = climbing down 0.017 0.851 0.751 0.798 b = climbing up 0.000 0.986 0.960 0.973 c = jumping 0.019 0.852 0.738 0.791 d = lying 0.079 0.607 0.897 0.724 e = sitting 0.042 0.743 0.829 0.783 f = standing 0.010 0.960 0.721 0.824 g = running 0.025 0.806 0.625 0.704 h = walking ------------------------------------------------------- 0.032 0.806 0.774 0.777 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.743 0.793 0.767 a = climbing down 0.102 0.456 0.606 0.521 b = climbing up 0.000 0.991 0.893 0.940 c = jumping 0.043 0.806 0.920 0.859 d = lying 0.014 0.886 0.698 0.781 e = sitting 0.059 0.681 0.715 0.697 f = standing 0.002 0.990 0.981 0.986 g = running 0.040 0.594 0.384 0.466 h = walking ------------------------------------------------------- 0.040 0.752 0.743 0.741 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.749 0.808 a = climbing down 0.085 0.627 0.889 0.736 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.019 0.866 0.732 0.793 d = lying 0.038 0.705 0.639 0.670 e = sitting 0.091 0.579 0.729 0.646 f = standing 0.002 0.991 0.957 0.974 g = running 0.019 0.856 0.627 0.724 h = walking ------------------------------------------------------- 0.037 0.794 0.770 0.773 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.056 0.652 0.957 0.776 a = climbing down 0.147 0.502 0.496 0.499 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.056 0.535 0.466 0.498 d = lying 0.038 0.694 0.840 0.760 e = sitting 0.127 0.447 0.626 0.522 f = standing 0.024 0.868 0.974 0.918 g = running 0.035 0.428 0.145 0.216 h = walking ------------------------------------------------------- 0.060 0.516 0.563 0.524 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.836 0.882 a = climbing down 0.028 0.801 0.869 0.834 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.004 0.979 0.979 0.979 d = lying 0.026 0.832 0.771 0.800 e = sitting 0.045 0.760 0.849 0.802 f = standing 0.001 0.997 0.959 0.978 g = running 0.022 0.868 0.885 0.877 h = walking ------------------------------------------------------- 0.018 0.889 0.885 0.886 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.793 0.949 0.864 a = climbing down 0.023 0.752 0.576 0.652 b = climbing up 0.000 1.000 0.623 0.768 c = jumping 0.029 0.835 0.748 0.789 d = lying 0.032 0.456 0.141 0.216 e = sitting 0.176 0.437 0.854 0.579 f = standing 0.012 0.942 0.976 0.959 g = running 0.039 0.808 0.857 0.832 h = walking ------------------------------------------------------- 0.047 0.724 0.714 0.693 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.028 0.768 0.715 0.740 a = climbing down 0.110 0.577 0.899 0.703 b = climbing up 0.000 0.992 0.825 0.901 c = jumping 0.007 0.952 0.751 0.840 d = lying 0.079 0.609 0.883 0.721 e = sitting 0.043 0.705 0.582 0.638 f = standing 0.010 0.939 0.877 0.907 g = running 0.020 0.801 0.490 0.608 h = walking ------------------------------------------------------- 0.040 0.776 0.743 0.743 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.034 0.776 0.906 0.836 a = climbing down 0.080 0.570 0.701 0.629 b = climbing up 0.000 1.000 0.732 0.845 c = jumping 0.011 0.939 0.980 0.959 d = lying 0.105 0.522 0.762 0.620 e = sitting 0.033 0.610 0.307 0.408 f = standing 0.017 0.913 1.000 0.954 g = running 0.020 0.835 0.549 0.663 h = walking ------------------------------------------------------- 0.040 0.751 0.740 0.728 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.928 0.639 0.757 a = climbing down 0.130 0.533 0.917 0.674 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.990 0.895 0.940 d = lying 0.132 0.453 0.880 0.598 e = sitting 0.029 0.590 0.220 0.320 f = standing 0.007 0.966 1.000 0.983 g = running 0.018 0.811 0.466 0.592 h = walking ------------------------------------------------------- 0.042 0.767 0.719 0.705 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.209 0.225 0.900 0.360 a = climbing down 0.060 0.475 0.353 0.405 b = climbing up 0.001 0.969 0.952 0.960 c = jumping 0.005 0.976 0.967 0.971 d = lying 0.099 0.622 0.917 0.741 e = sitting 0.020 0.802 0.439 0.567 f = standing 0.009 0.950 0.993 0.971 g = running 0.007 0.406 0.021 0.041 h = walking ------------------------------------------------------- 0.042 0.680 0.634 0.600 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.847 0.854 a = climbing down 0.029 0.795 0.782 0.788 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.048 0.779 0.952 0.857 d = lying 0.052 0.666 0.728 0.695 e = sitting 0.036 0.750 0.541 0.629 f = standing 0.000 0.998 0.999 0.999 g = running 0.023 0.874 0.904 0.889 h = walking ------------------------------------------------------- 0.028 0.824 0.825 0.820 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.067 0.602 0.843 0.702 a = climbing down 0.092 0.629 0.925 0.749 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.015 0.921 0.984 0.952 d = lying 0.104 0.490 0.511 0.500 e = sitting 0.082 0.296 0.242 0.266 f = standing 0.003 0.971 0.678 0.799 g = running 0.007 0.934 0.548 0.691 h = walking ------------------------------------------------------- 0.051 0.707 0.682 0.676 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.024 0.834 0.901 0.866 a = climbing down 0.071 0.634 0.892 0.741 b = climbing up 0.002 0.911 0.988 0.948 c = jumping 0.082 0.644 0.925 0.760 d = lying 0.002 0.990 0.980 0.985 e = sitting 0.014 0.868 0.524 0.653 f = standing 0.001 0.994 0.983 0.988 g = running 0.011 0.901 0.558 0.689 h = walking ------------------------------------------------------- 0.027 0.847 0.819 0.814 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.899 0.925 0.912 a = climbing down 0.065 0.677 0.911 0.777 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.005 0.970 0.970 0.970 d = lying 0.039 0.795 0.943 0.862 e = sitting 0.011 0.909 0.822 0.863 f = standing 0.001 0.996 0.901 0.946 g = running 0.010 0.925 0.654 0.767 h = walking ------------------------------------------------------- 0.019 0.890 0.874 0.875 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.089 0.461 0.475 0.468 a = climbing down 0.060 0.689 0.727 0.707 b = climbing up 0.000 0.973 0.967 0.970 c = jumping 0.004 0.965 0.801 0.876 d = lying 0.104 0.510 0.932 0.659 e = sitting 0.033 0.741 0.651 0.693 f = standing 0.002 0.988 0.642 0.778 g = running 0.079 0.493 0.530 0.511 h = walking ------------------------------------------------------- 0.048 0.722 0.676 0.683 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.190 0.384 0.973 0.551 a = climbing down 0.013 0.881 0.693 0.776 b = climbing up 0.000 1.000 0.563 0.720 c = jumping 0.026 0.821 0.730 0.773 d = lying 0.050 0.685 0.839 0.755 e = sitting 0.054 0.621 0.634 0.627 f = standing 0.014 0.950 0.899 0.924 g = running 0.015 0.200 0.022 0.039 h = walking ------------------------------------------------------- 0.044 0.680 0.682 0.653 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.856 0.899 0.877 a = climbing down 0.043 0.732 0.828 0.777 b = climbing up 0.000 1.000 0.958 0.978 c = jumping 0.045 0.764 0.854 0.807 d = lying 0.029 0.842 0.963 0.899 e = sitting 0.021 0.830 0.613 0.705 f = standing 0.001 0.993 0.993 0.993 g = running 0.019 0.874 0.756 0.811 h = walking ------------------------------------------------------- 0.024 0.849 0.846 0.843 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.102 0.542 0.859 0.665 a = climbing down 0.090 0.540 0.653 0.591 b = climbing up 0.000 0.993 0.828 0.903 c = jumping 0.072 0.644 0.955 0.770 d = lying 0.028 0.786 0.679 0.729 e = sitting 0.045 0.652 0.482 0.554 f = standing 0.006 0.972 0.953 0.963 g = running 0.035 0.325 0.103 0.157 h = walking ------------------------------------------------------- 0.050 0.657 0.672 0.645 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.038 0.684 0.890 0.773 a = climbing down 0.098 0.635 0.550 0.589 b = climbing up 0.000 1.000 0.785 0.880 c = jumping 0.057 0.639 0.674 0.656 d = lying 0.023 0.810 0.955 0.876 e = sitting 0.100 0.549 0.711 0.620 f = standing 0.024 0.857 0.888 0.872 g = running 0.012 0.881 0.507 0.643 h = walking ------------------------------------------------------- 0.056 0.719 0.703 0.699 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.956 0.511 0.666 a = climbing down 0.073 0.620 0.871 0.725 b = climbing up 0.001 0.970 0.942 0.955 c = jumping 0.015 0.916 0.972 0.943 d = lying 0.046 0.781 0.889 0.832 e = sitting 0.031 0.760 0.783 0.771 f = standing 0.005 0.971 0.805 0.881 g = running 0.026 0.854 0.868 0.861 h = walking ------------------------------------------------------- 0.027 0.848 0.827 0.825 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.788 0.848 0.817 a = climbing down 0.030 0.755 0.771 0.763 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.008 0.888 0.373 0.525 d = lying 0.027 0.773 0.498 0.606 e = sitting 0.189 0.419 0.864 0.564 f = standing 0.013 0.934 0.979 0.956 g = running 0.007 0.957 0.848 0.899 h = walking ------------------------------------------------------- 0.041 0.802 0.738 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.033 0.706 0.630 0.666 a = climbing down 0.038 0.724 0.575 0.641 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.002 0.971 0.366 0.531 d = lying 0.052 0.755 0.922 0.830 e = sitting 0.089 0.528 0.778 0.629 f = standing 0.002 0.989 0.834 0.905 g = running 0.092 0.667 0.940 0.780 h = walking ------------------------------------------------------- 0.043 0.776 0.735 0.726 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.894 0.727 0.802 a = climbing down 0.053 0.719 0.902 0.800 b = climbing up 0.000 0.983 0.929 0.955 c = jumping 0.005 0.970 0.975 0.973 d = lying 0.050 0.759 0.924 0.834 e = sitting 0.015 0.879 0.665 0.757 f = standing 0.004 0.975 0.997 0.986 g = running 0.017 0.896 0.821 0.857 h = walking ------------------------------------------------------- 0.022 0.875 0.865 0.864 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.776 0.618 0.688 a = climbing down 0.190 0.433 0.931 0.591 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.004 0.975 0.954 0.965 d = lying 0.106 0.637 0.945 0.761 e = sitting 0.014 0.803 0.353 0.491 f = standing 0.008 0.957 0.999 0.977 g = running 0.008 0.568 0.056 0.102 h = walking ------------------------------------------------------- 0.050 0.739 0.701 0.657 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.324 0.653 0.433 a = climbing down 0.128 0.365 0.502 0.422 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.008 0.958 0.957 0.957 d = lying 0.011 0.945 0.965 0.955 e = sitting 0.010 0.941 0.912 0.926 f = standing 0.050 0.791 0.998 0.883 g = running 0.002 0.911 0.080 0.146 h = walking ------------------------------------------------------- 0.035 0.803 0.734 0.703 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.894 0.639 0.745 a = climbing down 0.173 0.447 0.923 0.602 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.001 0.997 0.947 0.971 d = lying 0.022 0.853 0.790 0.820 e = sitting 0.039 0.777 0.884 0.827 f = standing 0.001 0.993 0.969 0.981 g = running 0.021 0.634 0.205 0.309 h = walking ------------------------------------------------------- 0.036 0.807 0.768 0.757 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.247 0.313 0.912 0.466 a = climbing down 0.018 0.774 0.353 0.485 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.050 0.783 0.993 0.876 d = lying 0.117 0.238 0.302 0.266 e = sitting 0.065 0.420 0.242 0.307 f = standing 0.004 0.964 0.544 0.695 g = running 0.041 0.602 0.353 0.445 h = walking ------------------------------------------------------- 0.067 0.616 0.526 0.523 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.208 0.383 0.955 0.547 a = climbing down 0.011 0.878 0.594 0.708 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.033 0.763 0.664 0.710 d = lying 0.012 0.927 0.976 0.951 e = sitting 0.057 0.707 0.747 0.726 f = standing 0.002 0.988 0.999 0.994 g = running 0.006 0.640 0.061 0.111 h = walking ------------------------------------------------------- 0.042 0.767 0.713 0.685 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.796 0.832 a = climbing down 0.166 0.477 0.988 0.643 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.019 0.895 0.949 0.921 d = lying 0.050 0.711 0.757 0.733 e = sitting 0.063 0.574 0.631 0.601 f = standing 0.002 0.991 0.815 0.894 g = running 0.001 0.972 0.161 0.276 h = walking ------------------------------------------------------- 0.041 0.804 0.726 0.705 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.207 0.387 0.808 0.523 a = climbing down 0.017 0.791 0.357 0.492 b = climbing up 0.000 0.973 0.940 0.956 c = jumping 0.002 0.985 0.861 0.919 d = lying 0.101 0.519 0.940 0.668 e = sitting 0.036 0.736 0.696 0.715 f = standing 0.001 0.991 0.614 0.759 g = running 0.079 0.098 0.059 0.073 h = walking ------------------------------------------------------- 0.057 0.681 0.613 0.608 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.185 0.359 0.883 0.511 a = climbing down 0.021 0.823 0.667 0.737 b = climbing up 0.000 1.000 0.468 0.638 c = jumping 0.025 0.813 0.720 0.764 d = lying 0.049 0.711 0.891 0.791 e = sitting 0.053 0.674 0.731 0.701 f = standing 0.013 0.948 0.854 0.899 g = running 0.018 0.262 0.038 0.067 h = walking ------------------------------------------------------- 0.044 0.689 0.678 0.655 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.122 0.516 0.907 0.658 a = climbing down 0.069 0.614 0.767 0.682 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.058 0.706 0.759 0.731 d = lying 0.033 0.794 0.888 0.838 e = sitting 0.050 0.638 0.519 0.572 f = standing 0.004 0.983 0.994 0.988 g = running 0.008 0.774 0.143 0.241 h = walking ------------------------------------------------------- 0.043 0.628 0.622 0.589 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.173 0.407 0.840 0.548 a = climbing down 0.023 0.799 0.567 0.663 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.022 0.841 0.838 0.839 d = lying 0.025 0.821 0.765 0.792 e = sitting 0.052 0.722 0.780 0.750 f = standing 0.004 0.980 0.964 0.972 g = running 0.021 0.647 0.233 0.343 h = walking ------------------------------------------------------- 0.042 0.761 0.721 0.715 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.046 0.557 0.624 0.589 a = climbing down 0.124 0.595 0.591 0.593 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.044 0.712 0.708 0.710 d = lying 0.019 0.833 0.898 0.864 e = sitting 0.110 0.527 0.710 0.605 f = standing 0.060 0.688 0.793 0.737 g = running 0.007 0.917 0.491 0.640 h = walking ------------------------------------------------------- 0.051 0.604 0.602 0.592 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.736 0.840 a = climbing down 0.053 0.681 0.867 0.763 b = climbing up 0.001 0.966 0.989 0.977 c = jumping 0.012 0.928 0.980 0.953 d = lying 0.077 0.635 0.950 0.761 e = sitting 0.012 0.924 0.771 0.841 f = standing 0.000 0.998 0.743 0.852 g = running 0.031 0.812 0.820 0.816 h = walking ------------------------------------------------------- 0.024 0.866 0.836 0.839 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.785 0.817 0.801 a = climbing down 0.014 0.861 0.701 0.773 b = climbing up 0.000 0.993 0.936 0.964 c = jumping 0.025 0.785 0.518 0.624 d = lying 0.035 0.803 0.758 0.780 e = sitting 0.107 0.554 0.786 0.650 f = standing 0.015 0.925 0.997 0.959 g = running 0.017 0.907 0.928 0.917 h = walking ------------------------------------------------------- 0.034 0.808 0.794 0.793 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.249 0.291 0.839 0.432 a = climbing down 0.042 0.557 0.296 0.387 b = climbing up 0.000 1.000 0.361 0.530 c = jumping 0.013 0.842 0.416 0.557 d = lying 0.099 0.506 0.655 0.571 e = sitting 0.104 0.476 0.587 0.526 f = standing 0.016 0.905 0.882 0.893 g = running 0.027 0.445 0.117 0.186 h = walking ------------------------------------------------------- 0.069 0.594 0.520 0.506 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.072 0.576 0.749 0.651 a = climbing down 0.131 0.517 0.891 0.654 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.003 0.980 0.961 0.970 d = lying 0.099 0.526 0.738 0.614 e = sitting 0.044 0.599 0.392 0.474 f = standing 0.004 0.976 1.000 0.988 g = running 0.002 0.894 0.105 0.188 h = walking ------------------------------------------------------- 0.047 0.744 0.691 0.656 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.935 0.523 0.671 a = climbing down 0.184 0.426 0.958 0.589 b = climbing up 0.005 0.817 0.946 0.877 c = jumping 0.001 0.994 0.848 0.915 d = lying 0.136 0.565 0.867 0.684 e = sitting 0.048 0.511 0.265 0.349 f = standing 0.010 0.943 0.966 0.954 g = running 0.007 0.826 0.184 0.301 h = walking ------------------------------------------------------- 0.057 0.732 0.663 0.637 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.142 0.306 0.837 0.448 a = climbing down 0.055 0.505 0.393 0.442 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.009 0.953 0.948 0.951 d = lying 0.136 0.546 0.990 0.704 e = sitting 0.007 0.869 0.237 0.372 f = standing 0.037 0.831 0.992 0.905 g = running 0.017 0.709 0.205 0.318 h = walking ------------------------------------------------------- 0.047 0.722 0.645 0.612 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.811 0.703 0.753 a = climbing down 0.171 0.463 0.887 0.609 b = climbing up 0.004 0.842 0.988 0.909 c = jumping 0.015 0.917 0.916 0.917 d = lying 0.012 0.800 0.325 0.463 e = sitting 0.104 0.574 0.882 0.696 f = standing 0.000 0.998 0.961 0.979 g = running 0.012 0.740 0.187 0.298 h = walking ------------------------------------------------------- 0.047 0.762 0.707 0.683 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.647 0.806 0.718 a = climbing down 0.013 0.891 0.626 0.736 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.017 0.907 0.970 0.937 d = lying 0.153 0.366 0.568 0.445 e = sitting 0.058 0.305 0.135 0.187 f = standing 0.009 0.936 0.742 0.828 g = running 0.067 0.714 0.975 0.824 h = walking ------------------------------------------------------- 0.051 0.687 0.682 0.667 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.077 0.636 0.965 0.766 a = climbing down 0.110 0.492 0.758 0.597 b = climbing up 0.002 0.899 1.000 0.947 c = jumping 0.005 0.970 0.993 0.981 d = lying 0.006 0.958 0.885 0.920 e = sitting 0.019 0.888 0.931 0.909 f = standing 0.001 0.997 0.985 0.991 g = running 0.006 0.814 0.138 0.236 h = walking ------------------------------------------------------- 0.028 0.836 0.803 0.774 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.915 0.926 a = climbing down 0.083 0.638 0.947 0.762 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.003 0.981 0.980 0.980 d = lying 0.017 0.897 0.914 0.905 e = sitting 0.016 0.886 0.902 0.894 f = standing 0.001 0.996 0.965 0.980 g = running 0.005 0.956 0.587 0.727 h = walking ------------------------------------------------------- 0.018 0.906 0.885 0.885 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.013 0.899 0.736 0.810 a = climbing down 0.157 0.525 0.965 0.680 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.006 0.960 0.875 0.916 d = lying 0.146 0.393 0.820 0.531 e = sitting 0.039 0.454 0.253 0.325 f = standing 0.001 0.997 0.698 0.821 g = running 0.005 0.894 0.278 0.425 h = walking ------------------------------------------------------- 0.047 0.770 0.681 0.677 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.120 0.481 0.969 0.643 a = climbing down 0.010 0.904 0.702 0.790 b = climbing up 0.000 1.000 0.108 0.195 c = jumping 0.050 0.705 0.816 0.756 d = lying 0.029 0.717 0.526 0.607 e = sitting 0.085 0.499 0.552 0.524 f = standing 0.051 0.838 0.896 0.866 g = running 0.016 0.802 0.371 0.508 h = walking ------------------------------------------------------- 0.049 0.730 0.688 0.678 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.029 0.658 0.452 0.536 a = climbing down 0.222 0.368 0.954 0.531 b = climbing up 0.001 0.860 0.366 0.513 c = jumping 0.027 0.854 0.934 0.892 d = lying 0.014 0.898 0.800 0.846 e = sitting 0.041 0.771 0.778 0.775 f = standing 0.013 0.936 0.977 0.956 g = running 0.003 0.300 0.007 0.014 h = walking ------------------------------------------------------- 0.045 0.694 0.693 0.652 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.004 0.924 0.354 0.512 a = climbing down 0.089 0.560 0.726 0.632 b = climbing up 0.065 0.243 1.000 0.390 c = jumping 0.005 0.960 0.897 0.927 d = lying 0.060 0.689 0.685 0.687 e = sitting 0.068 0.599 0.645 0.621 f = standing 0.001 0.994 0.588 0.739 g = running 0.070 0.654 0.838 0.735 h = walking ------------------------------------------------------- 0.043 0.758 0.681 0.687 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.058 0.595 0.928 0.725 a = climbing down 0.125 0.592 0.590 0.591 b = climbing up 0.000 1.000 0.616 0.762 c = jumping 0.055 0.667 0.729 0.697 d = lying 0.030 0.738 0.819 0.776 e = sitting 0.109 0.503 0.643 0.565 f = standing 0.020 0.891 0.972 0.930 g = running 0.007 0.795 0.166 0.274 h = walking ------------------------------------------------------- 0.064 0.683 0.660 0.636 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.835 0.530 0.649 a = climbing down 0.177 0.438 0.991 0.607 b = climbing up 0.000 0.985 0.776 0.868 c = jumping 0.008 0.952 0.989 0.970 d = lying 0.105 0.487 0.592 0.535 e = sitting 0.081 0.537 0.526 0.531 f = standing 0.005 0.965 0.650 0.777 g = running 0.008 0.878 0.342 0.492 h = walking ------------------------------------------------------- 0.054 0.740 0.657 0.659 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.935 0.711 0.808 a = climbing down 0.156 0.375 0.957 0.539 b = climbing up 0.000 1.000 0.739 0.850 c = jumping 0.001 0.991 0.813 0.893 d = lying 0.079 0.422 0.311 0.358 e = sitting 0.147 0.484 0.700 0.573 f = standing 0.007 0.961 0.974 0.967 g = running 0.003 0.940 0.251 0.396 h = walking ------------------------------------------------------- 0.053 0.746 0.654 0.649 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.879 0.692 0.774 a = climbing down 0.018 0.599 0.185 0.283 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.003 0.979 0.865 0.919 d = lying 0.087 0.636 0.816 0.715 e = sitting 0.049 0.632 0.508 0.563 f = standing 0.005 0.973 0.995 0.984 g = running 0.139 0.554 0.956 0.701 h = walking ------------------------------------------------------- 0.047 0.751 0.734 0.716 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.063 0.556 0.712 0.625 a = climbing down 0.127 0.517 0.870 0.649 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.001 0.997 0.984 0.990 d = lying 0.099 0.616 0.801 0.696 e = sitting 0.031 0.627 0.351 0.450 f = standing 0.022 0.892 1.000 0.943 g = running 0.006 0.835 0.152 0.257 h = walking ------------------------------------------------------- 0.048 0.736 0.700 0.667 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.919 0.543 0.682 a = climbing down 0.197 0.452 0.902 0.602 b = climbing up 0.000 0.995 0.959 0.976 c = jumping 0.001 0.991 0.975 0.983 d = lying 0.127 0.564 0.899 0.693 e = sitting 0.016 0.418 0.081 0.135 f = standing 0.007 0.959 0.999 0.979 g = running 0.016 0.723 0.226 0.344 h = walking ------------------------------------------------------- 0.056 0.719 0.687 0.646 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.114 0.328 0.829 0.470 a = climbing down 0.142 0.347 0.480 0.403 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 1.000 0.896 0.945 d = lying 0.074 0.670 0.818 0.737 e = sitting 0.050 0.627 0.539 0.580 f = standing 0.027 0.877 0.998 0.933 g = running 0.001 0.769 0.016 0.031 h = walking ------------------------------------------------------- 0.049 0.709 0.642 0.602 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.803 0.841 0.821 a = climbing down 0.064 0.645 0.781 0.706 b = climbing up 0.000 1.000 0.761 0.864 c = jumping 0.016 0.915 0.990 0.951 d = lying 0.087 0.544 0.618 0.579 e = sitting 0.052 0.587 0.455 0.512 f = standing 0.008 0.960 0.988 0.974 g = running 0.017 0.878 0.687 0.771 h = walking ------------------------------------------------------- 0.037 0.771 0.767 0.764 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.034 0.700 0.672 0.686 a = climbing down 0.053 0.736 0.906 0.812 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.003 0.981 0.985 0.983 d = lying 0.089 0.477 0.467 0.472 e = sitting 0.092 0.488 0.479 0.483 f = standing 0.010 0.932 0.817 0.871 g = running 0.023 0.856 0.829 0.842 h = walking ------------------------------------------------------- 0.044 0.741 0.739 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.224 0.371 0.973 0.537 a = climbing down 0.007 0.907 0.518 0.660 b = climbing up 0.001 0.953 0.959 0.956 c = jumping 0.015 0.901 0.852 0.875 d = lying 0.027 0.853 0.980 0.912 e = sitting 0.020 0.876 0.787 0.829 f = standing 0.004 0.980 0.992 0.986 g = running 0.002 0.812 0.055 0.104 h = walking ------------------------------------------------------- 0.038 0.827 0.737 0.708 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.868 0.960 0.912 a = climbing down 0.074 0.644 0.864 0.738 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.009 0.948 0.946 0.947 d = lying 0.038 0.780 0.875 0.825 e = sitting 0.017 0.881 0.908 0.894 f = standing 0.014 0.927 0.815 0.867 g = running 0.009 0.926 0.598 0.727 h = walking ------------------------------------------------------- 0.024 0.862 0.846 0.845 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.113 0.515 0.746 0.609 a = climbing down 0.076 0.694 0.960 0.806 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.003 0.977 0.865 0.917 d = lying 0.138 0.424 0.889 0.575 e = sitting 0.022 0.725 0.405 0.520 f = standing 0.010 0.950 0.745 0.835 g = running 0.005 0.568 0.043 0.080 h = walking ------------------------------------------------------- 0.047 0.726 0.681 0.652 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.075 0.572 0.885 0.695 a = climbing down 0.031 0.790 0.887 0.835 b = climbing up 0.001 0.928 0.368 0.527 c = jumping 0.019 0.866 0.827 0.846 d = lying 0.055 0.715 0.934 0.810 e = sitting 0.031 0.783 0.763 0.773 f = standing 0.018 0.937 0.845 0.889 g = running 0.009 0.902 0.483 0.629 h = walking ------------------------------------------------------- 0.030 0.821 0.793 0.789 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.670 0.835 0.743 a = climbing down 0.079 0.456 0.495 0.475 b = climbing up 0.001 0.932 0.910 0.921 c = jumping 0.098 0.598 0.891 0.715 d = lying 0.069 0.585 0.643 0.612 e = sitting 0.080 0.255 0.139 0.180 f = standing 0.002 0.988 0.934 0.960 g = running 0.035 0.749 0.573 0.649 h = walking ------------------------------------------------------- 0.057 0.622 0.640 0.621 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.010 0.881 0.571 0.693 a = climbing down 0.054 0.719 0.884 0.793 b = climbing up 0.000 1.000 0.788 0.881 c = jumping 0.017 0.864 0.826 0.845 d = lying 0.038 0.766 0.683 0.722 e = sitting 0.076 0.616 0.732 0.669 f = standing 0.009 0.959 0.947 0.953 g = running 0.033 0.807 0.884 0.844 h = walking ------------------------------------------------------- 0.033 0.808 0.796 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.095 0.489 0.980 0.653 a = climbing down 0.085 0.627 0.456 0.528 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.028 0.763 0.657 0.706 d = lying 0.036 0.696 0.786 0.738 e = sitting 0.103 0.565 0.768 0.651 f = standing 0.005 0.968 0.947 0.958 g = running 0.046 0.527 0.302 0.384 h = walking ------------------------------------------------------- 0.058 0.671 0.659 0.647 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.891 0.856 0.873 a = climbing down 0.074 0.607 0.905 0.727 b = climbing up 0.003 0.868 0.983 0.922 c = jumping 0.009 0.949 0.983 0.966 d = lying 0.067 0.655 0.738 0.694 e = sitting 0.052 0.715 0.755 0.734 f = standing 0.003 0.983 0.792 0.878 g = running 0.010 0.901 0.574 0.702 h = walking ------------------------------------------------------- 0.031 0.823 0.798 0.800 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.870 0.869 0.870 a = climbing down 0.033 0.761 0.890 0.820 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.016 0.879 0.688 0.772 d = lying 0.043 0.509 0.247 0.332 e = sitting 0.171 0.473 0.802 0.595 f = standing 0.014 0.927 0.977 0.951 g = running 0.007 0.953 0.788 0.863 h = walking ------------------------------------------------------- 0.045 0.766 0.746 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.847 0.693 0.762 a = climbing down 0.038 0.761 0.672 0.714 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.000 0.996 0.662 0.795 d = lying 0.048 0.699 0.747 0.722 e = sitting 0.087 0.583 0.738 0.651 f = standing 0.005 0.972 0.994 0.983 g = running 0.065 0.726 0.899 0.803 h = walking ------------------------------------------------------- 0.037 0.801 0.779 0.781 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.964 0.818 0.885 a = climbing down 0.036 0.794 0.909 0.848 b = climbing up 0.000 0.989 0.989 0.989 c = jumping 0.005 0.973 0.986 0.980 d = lying 0.082 0.645 0.894 0.750 e = sitting 0.018 0.816 0.476 0.601 f = standing 0.005 0.972 0.997 0.985 g = running 0.017 0.905 0.880 0.892 h = walking ------------------------------------------------------- 0.023 0.869 0.858 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.858 0.629 0.726 a = climbing down 0.151 0.442 0.805 0.571 b = climbing up 0.004 0.852 0.979 0.911 c = jumping 0.001 0.996 0.914 0.953 d = lying 0.158 0.532 0.926 0.676 e = sitting 0.026 0.450 0.122 0.192 f = standing 0.001 0.995 0.973 0.984 g = running 0.032 0.626 0.297 0.403 h = walking ------------------------------------------------------- 0.055 0.694 0.672 0.643 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.071 0.450 0.805 0.577 a = climbing down 0.086 0.412 0.408 0.410 b = climbing up 0.000 1.000 0.842 0.914 c = jumping 0.003 0.984 0.983 0.983 d = lying 0.090 0.669 0.962 0.789 e = sitting 0.006 0.935 0.499 0.650 f = standing 0.028 0.868 0.990 0.925 g = running 0.013 0.883 0.512 0.648 h = walking ------------------------------------------------------- 0.038 0.783 0.741 0.736 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.832 0.833 0.832 a = climbing down 0.046 0.704 0.751 0.727 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.008 0.957 0.958 0.958 d = lying 0.034 0.750 0.720 0.734 e = sitting 0.048 0.723 0.771 0.746 f = standing 0.004 0.980 0.984 0.982 g = running 0.026 0.846 0.785 0.814 h = walking ------------------------------------------------------- 0.025 0.838 0.836 0.837 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.085 0.570 0.878 0.691 a = climbing down 0.131 0.572 0.963 0.717 b = climbing up 0.010 0.649 0.980 0.780 c = jumping 0.013 0.931 0.967 0.948 d = lying 0.096 0.304 0.335 0.318 e = sitting 0.079 0.363 0.297 0.326 f = standing 0.002 0.988 0.677 0.803 g = running 0.002 0.951 0.213 0.348 h = walking ------------------------------------------------------- 0.054 0.696 0.634 0.611 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.040 0.758 0.931 0.836 a = climbing down 0.010 0.919 0.802 0.856 b = climbing up 0.000 0.994 0.964 0.978 c = jumping 0.117 0.604 0.984 0.748 d = lying 0.001 0.995 0.996 0.996 e = sitting 0.003 0.958 0.331 0.492 f = standing 0.002 0.991 0.999 0.995 g = running 0.023 0.862 0.795 0.827 h = walking ------------------------------------------------------- 0.028 0.872 0.834 0.821 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.024 0.828 0.897 0.861 a = climbing down 0.076 0.637 0.912 0.750 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.008 0.949 0.967 0.958 d = lying 0.029 0.841 0.982 0.906 e = sitting 0.005 0.968 0.933 0.950 f = standing 0.002 0.989 0.863 0.922 g = running 0.013 0.877 0.516 0.650 h = walking ------------------------------------------------------- 0.021 0.880 0.863 0.860 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.797 0.646 0.713 a = climbing down 0.059 0.735 0.946 0.827 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.002 0.980 0.698 0.815 d = lying 0.076 0.644 0.989 0.780 e = sitting 0.040 0.736 0.820 0.776 f = standing 0.001 0.995 0.760 0.861 g = running 0.028 0.794 0.733 0.762 h = walking ------------------------------------------------------- 0.030 0.828 0.798 0.799 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.170 0.406 0.943 0.568 a = climbing down 0.010 0.909 0.731 0.811 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.024 0.841 0.810 0.825 d = lying 0.052 0.698 0.937 0.800 e = sitting 0.033 0.751 0.697 0.723 f = standing 0.005 0.981 0.873 0.924 g = running 0.029 0.181 0.037 0.061 h = walking ------------------------------------------------------- 0.039 0.709 0.715 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.034 0.775 0.802 0.789 a = climbing down 0.087 0.555 0.759 0.641 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.103 0.592 0.800 0.681 d = lying 0.016 0.894 0.977 0.934 e = sitting 0.034 0.627 0.339 0.440 f = standing 0.002 0.992 0.985 0.988 g = running 0.023 0.816 0.556 0.661 h = walking ------------------------------------------------------- 0.037 0.656 0.652 0.642 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.074 0.618 0.884 0.728 a = climbing down 0.065 0.643 0.752 0.693 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.032 0.812 0.800 0.806 d = lying 0.026 0.825 0.858 0.841 e = sitting 0.050 0.690 0.673 0.681 f = standing 0.005 0.974 0.984 0.979 g = running 0.009 0.881 0.424 0.572 h = walking ------------------------------------------------------- 0.035 0.791 0.773 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.174 0.287 0.660 0.400 a = climbing down 0.008 0.938 0.416 0.576 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.107 0.523 0.796 0.631 d = lying 0.020 0.825 0.936 0.877 e = sitting 0.095 0.411 0.396 0.404 f = standing 0.013 0.307 0.035 0.063 g = running 0.092 0.645 0.979 0.778 h = walking ------------------------------------------------------- 0.064 0.492 0.527 0.466 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.950 0.732 0.827 a = climbing down 0.024 0.820 0.806 0.813 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.022 0.890 0.982 0.934 d = lying 0.043 0.771 0.971 0.859 e = sitting 0.009 0.917 0.798 0.853 f = standing 0.001 0.996 0.808 0.892 g = running 0.043 0.799 0.959 0.872 h = walking ------------------------------------------------------- 0.020 0.885 0.872 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.784 0.859 0.820 a = climbing down 0.008 0.872 0.438 0.583 b = climbing up 0.000 0.993 0.968 0.981 c = jumping 0.008 0.937 0.694 0.797 d = lying 0.014 0.915 0.787 0.846 e = sitting 0.086 0.628 0.916 0.745 f = standing 0.008 0.961 0.997 0.978 g = running 0.056 0.757 0.936 0.837 h = walking ------------------------------------------------------- 0.029 0.844 0.821 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.704 0.614 0.656 a = climbing down 0.043 0.760 0.777 0.769 b = climbing up 0.000 0.981 0.893 0.935 c = jumping 0.044 0.687 0.605 0.643 d = lying 0.025 0.856 0.907 0.881 e = sitting 0.062 0.541 0.570 0.555 f = standing 0.004 0.978 0.982 0.980 g = running 0.051 0.762 0.836 0.797 h = walking ------------------------------------------------------- 0.036 0.770 0.771 0.770 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.829 0.792 0.810 a = climbing down 0.052 0.714 0.848 0.775 b = climbing up 0.000 0.993 0.824 0.901 c = jumping 0.029 0.850 0.945 0.895 d = lying 0.057 0.699 0.886 0.781 e = sitting 0.022 0.798 0.508 0.620 f = standing 0.005 0.976 0.996 0.986 g = running 0.014 0.915 0.804 0.856 h = walking ------------------------------------------------------- 0.027 0.835 0.828 0.823 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.875 0.635 0.736 a = climbing down 0.178 0.439 0.959 0.602 b = climbing up 0.000 0.994 0.946 0.969 c = jumping 0.003 0.983 0.924 0.953 d = lying 0.082 0.699 0.953 0.806 e = sitting 0.018 0.831 0.518 0.638 f = standing 0.005 0.971 0.998 0.984 g = running 0.005 0.829 0.146 0.248 h = walking ------------------------------------------------------- 0.041 0.810 0.741 0.717 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.087 0.433 0.935 0.592 a = climbing down 0.003 0.918 0.259 0.404 b = climbing up 0.004 0.844 0.935 0.887 c = jumping 0.000 0.997 0.715 0.833 d = lying 0.017 0.902 0.913 0.907 e = sitting 0.064 0.720 0.935 0.813 f = standing 0.002 0.989 0.970 0.979 g = running 0.028 0.877 0.950 0.912 h = walking ------------------------------------------------------- 0.023 0.869 0.818 0.808 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.716 0.769 a = climbing down 0.188 0.426 0.897 0.578 b = climbing up 0.000 0.994 0.975 0.985 c = jumping 0.031 0.844 0.936 0.888 d = lying 0.016 0.825 0.515 0.634 e = sitting 0.076 0.618 0.772 0.686 f = standing 0.000 0.997 0.960 0.978 g = running 0.015 0.472 0.075 0.130 h = walking ------------------------------------------------------- 0.047 0.722 0.700 0.671 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.040 0.742 0.915 0.819 a = climbing down 0.047 0.766 0.884 0.821 b = climbing up 0.008 0.672 0.956 0.789 c = jumping 0.009 0.928 0.659 0.771 d = lying 0.090 0.449 0.453 0.451 e = sitting 0.137 0.272 0.350 0.306 f = standing 0.002 0.987 0.887 0.935 g = running 0.008 0.942 0.727 0.821 h = walking ------------------------------------------------------- 0.045 0.739 0.703 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.049 0.724 0.954 0.823 a = climbing down 0.128 0.471 0.827 0.600 b = climbing up 0.005 0.789 0.950 0.862 c = jumping 0.003 0.983 0.987 0.985 d = lying 0.002 0.989 0.967 0.978 e = sitting 0.007 0.958 0.972 0.965 f = standing 0.002 0.990 0.965 0.978 g = running 0.002 0.933 0.142 0.246 h = walking ------------------------------------------------------- 0.024 0.877 0.826 0.799 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.903 0.938 0.920 a = climbing down 0.044 0.731 0.815 0.771 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.023 0.875 0.991 0.929 d = lying 0.029 0.838 0.945 0.889 e = sitting 0.005 0.961 0.782 0.862 f = standing 0.002 0.991 0.919 0.953 g = running 0.025 0.848 0.760 0.802 h = walking ------------------------------------------------------- 0.019 0.885 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.801 0.678 0.735 a = climbing down 0.140 0.544 0.946 0.691 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.005 0.959 0.775 0.857 d = lying 0.049 0.744 0.956 0.837 e = sitting 0.037 0.713 0.737 0.725 f = standing 0.001 0.998 0.879 0.934 g = running 0.008 0.854 0.312 0.457 h = walking ------------------------------------------------------- 0.037 0.816 0.771 0.765 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.150 0.427 0.941 0.587 a = climbing down 0.025 0.817 0.781 0.799 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.042 0.762 0.883 0.818 d = lying 0.049 0.720 0.951 0.819 e = sitting 0.021 0.811 0.613 0.698 f = standing 0.004 0.986 0.854 0.916 g = running 0.025 0.309 0.064 0.106 h = walking ------------------------------------------------------- 0.037 0.722 0.723 0.695 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.819 0.906 0.860 a = climbing down 0.072 0.598 0.780 0.677 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.026 0.868 0.950 0.907 d = lying 0.015 0.913 0.969 0.940 e = sitting 0.012 0.914 0.761 0.831 f = standing 0.001 0.994 1.000 0.997 g = running 0.024 0.802 0.552 0.654 h = walking ------------------------------------------------------- 0.023 0.856 0.847 0.845 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.022 0.822 0.757 0.788 a = climbing down 0.030 0.795 0.755 0.774 b = climbing up 0.001 0.964 0.947 0.956 c = jumping 0.007 0.954 0.870 0.910 d = lying 0.036 0.764 0.802 0.783 e = sitting 0.049 0.706 0.750 0.728 f = standing 0.002 0.989 0.976 0.982 g = running 0.040 0.787 0.881 0.831 h = walking ------------------------------------------------------- 0.025 0.841 0.837 0.838 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.023 0.772 0.736 0.753 a = climbing down 0.161 0.460 0.453 0.457 b = climbing up 0.000 1.000 0.676 0.807 c = jumping 0.065 0.566 0.577 0.571 d = lying 0.018 0.849 0.982 0.911 e = sitting 0.083 0.577 0.678 0.623 f = standing 0.075 0.666 0.919 0.772 g = running 0.025 0.691 0.317 0.435 h = walking ------------------------------------------------------- 0.075 0.630 0.626 0.614 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.959 0.663 0.784 a = climbing down 0.042 0.705 0.715 0.710 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.004 0.974 0.998 0.986 d = lying 0.045 0.794 0.951 0.865 e = sitting 0.014 0.889 0.871 0.880 f = standing 0.000 0.998 0.787 0.880 g = running 0.052 0.766 0.967 0.855 h = walking ------------------------------------------------------- 0.023 0.876 0.861 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.562 0.702 a = climbing down 0.040 0.684 0.854 0.760 b = climbing up 0.000 0.994 0.967 0.980 c = jumping 0.008 0.950 0.870 0.908 d = lying 0.026 0.716 0.344 0.465 e = sitting 0.136 0.499 0.841 0.627 f = standing 0.034 0.850 0.993 0.916 g = running 0.015 0.921 0.881 0.901 h = walking ------------------------------------------------------- 0.037 0.803 0.772 0.764 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.721 0.756 a = climbing down 0.030 0.749 0.569 0.647 b = climbing up 0.000 0.987 0.845 0.910 c = jumping 0.004 0.972 0.924 0.947 d = lying 0.036 0.815 0.893 0.852 e = sitting 0.023 0.811 0.745 0.777 f = standing 0.007 0.960 0.943 0.952 g = running 0.078 0.694 0.912 0.788 h = walking ------------------------------------------------------- 0.029 0.832 0.826 0.824 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.769 0.579 0.661 a = climbing down 0.107 0.568 0.902 0.697 b = climbing up 0.000 0.976 0.992 0.984 c = jumping 0.003 0.983 0.969 0.976 d = lying 0.074 0.691 0.929 0.793 e = sitting 0.016 0.832 0.509 0.631 f = standing 0.003 0.983 0.997 0.990 g = running 0.018 0.852 0.552 0.670 h = walking ------------------------------------------------------- 0.034 0.820 0.792 0.787 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.892 0.633 0.740 a = climbing down 0.155 0.495 0.925 0.645 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.003 0.984 0.975 0.980 d = lying 0.092 0.664 0.981 0.792 e = sitting 0.005 0.902 0.347 0.501 f = standing 0.005 0.972 0.998 0.985 g = running 0.018 0.768 0.314 0.446 h = walking ------------------------------------------------------- 0.042 0.810 0.755 0.736 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.268 0.145 0.676 0.239 a = climbing down 0.007 0.831 0.241 0.374 b = climbing up 0.002 0.878 0.956 0.915 c = jumping 0.001 0.996 0.845 0.914 d = lying 0.009 0.951 0.967 0.959 e = sitting 0.029 0.838 0.961 0.895 f = standing 0.036 0.841 0.996 0.912 g = running 0.000 0.958 0.036 0.069 h = walking ------------------------------------------------------- 0.029 0.859 0.676 0.658 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.801 0.847 a = climbing down 0.127 0.526 0.938 0.674 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.007 0.956 0.955 0.956 d = lying 0.029 0.807 0.730 0.767 e = sitting 0.047 0.738 0.838 0.785 f = standing 0.002 0.989 0.967 0.978 g = running 0.007 0.909 0.378 0.534 h = walking ------------------------------------------------------- 0.031 0.841 0.800 0.795 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.056 0.653 0.870 0.746 a = climbing down 0.035 0.818 0.935 0.873 b = climbing up 0.004 0.821 0.966 0.887 c = jumping 0.010 0.940 0.898 0.918 d = lying 0.066 0.486 0.342 0.401 e = sitting 0.124 0.371 0.508 0.429 f = standing 0.004 0.969 0.662 0.786 g = running 0.011 0.934 0.890 0.911 h = walking ------------------------------------------------------- 0.041 0.751 0.731 0.731 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.072 0.644 0.966 0.773 a = climbing down 0.012 0.883 0.682 0.770 b = climbing up 0.006 0.787 0.939 0.856 c = jumping 0.049 0.785 0.987 0.874 d = lying 0.000 0.997 0.989 0.993 e = sitting 0.002 0.982 0.719 0.830 f = standing 0.003 0.982 0.964 0.973 g = running 0.024 0.825 0.648 0.726 h = walking ------------------------------------------------------- 0.022 0.874 0.853 0.852 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.020 0.861 0.964 0.910 a = climbing down 0.024 0.803 0.654 0.721 b = climbing up 0.001 0.968 0.838 0.898 c = jumping 0.012 0.930 0.966 0.947 d = lying 0.108 0.559 0.925 0.697 e = sitting 0.020 0.779 0.445 0.567 f = standing 0.004 0.974 0.798 0.877 g = running 0.039 0.806 0.877 0.840 h = walking ------------------------------------------------------- 0.031 0.826 0.802 0.799 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.670 0.599 0.632 a = climbing down 0.076 0.684 0.949 0.795 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.021 0.865 0.839 0.852 d = lying 0.083 0.629 0.979 0.766 e = sitting 0.017 0.832 0.635 0.720 f = standing 0.001 0.993 0.750 0.855 g = running 0.007 0.931 0.690 0.793 h = walking ------------------------------------------------------- 0.034 0.814 0.782 0.783 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.146 0.440 0.930 0.597 a = climbing down 0.021 0.854 0.873 0.863 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.014 0.911 0.865 0.887 d = lying 0.050 0.703 0.910 0.793 e = sitting 0.033 0.767 0.769 0.768 f = standing 0.002 0.993 0.865 0.924 g = running 0.015 0.553 0.104 0.176 h = walking ------------------------------------------------------- 0.033 0.777 0.753 0.730 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.004 0.879 0.196 0.321 a = climbing down 0.194 0.412 0.973 0.579 b = climbing up 0.000 0.994 0.947 0.970 c = jumping 0.109 0.596 0.922 0.724 d = lying 0.033 0.812 0.909 0.858 e = sitting 0.017 0.699 0.227 0.343 f = standing 0.003 0.984 0.984 0.984 g = running 0.005 0.946 0.482 0.639 h = walking ------------------------------------------------------- 0.049 0.774 0.684 0.655 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.010 0.903 0.683 0.778 a = climbing down 0.074 0.659 0.918 0.767 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.022 0.865 0.865 0.865 d = lying 0.031 0.790 0.799 0.794 e = sitting 0.050 0.702 0.711 0.707 f = standing 0.006 0.971 0.968 0.969 g = running 0.013 0.910 0.763 0.830 h = walking ------------------------------------------------------- 0.028 0.836 0.822 0.823 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.119 0.460 0.955 0.621 a = climbing down 0.045 0.759 0.469 0.580 b = climbing up 0.000 1.000 0.184 0.311 c = jumping 0.093 0.522 0.746 0.614 d = lying 0.042 0.688 0.901 0.780 e = sitting 0.074 0.462 0.378 0.416 f = standing 0.030 0.697 0.421 0.525 g = running 0.049 0.733 0.752 0.742 h = walking ------------------------------------------------------- 0.060 0.645 0.606 0.594 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.887 0.872 0.879 a = climbing down 0.029 0.801 0.887 0.842 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.953 0.981 0.967 d = lying 0.043 0.804 0.951 0.871 e = sitting 0.014 0.891 0.883 0.887 f = standing 0.001 0.997 0.822 0.901 g = running 0.015 0.906 0.844 0.874 h = walking ------------------------------------------------------- 0.017 0.900 0.893 0.893 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.135 0.369 0.655 0.472 a = climbing down 0.038 0.492 0.303 0.375 b = climbing up 0.018 0.538 0.890 0.671 c = jumping 0.004 0.955 0.483 0.641 d = lying 0.046 0.634 0.428 0.511 e = sitting 0.173 0.432 0.833 0.569 f = standing 0.046 0.784 0.871 0.825 g = running 0.002 0.980 0.510 0.671 h = walking ------------------------------------------------------- 0.058 0.687 0.597 0.599 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.864 0.728 0.790 a = climbing down 0.051 0.752 0.893 0.817 b = climbing up 0.000 1.000 0.915 0.955 c = jumping 0.003 0.957 0.475 0.635 d = lying 0.028 0.840 0.931 0.883 e = sitting 0.084 0.555 0.812 0.659 f = standing 0.004 0.976 0.964 0.970 g = running 0.022 0.886 0.868 0.877 h = walking ------------------------------------------------------- 0.028 0.845 0.819 0.816 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.862 0.907 a = climbing down 0.032 0.809 0.912 0.858 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.010 0.941 0.971 0.956 d = lying 0.050 0.759 0.943 0.841 e = sitting 0.012 0.895 0.634 0.742 f = standing 0.005 0.974 0.998 0.986 g = running 0.015 0.914 0.887 0.901 h = walking ------------------------------------------------------- 0.018 0.895 0.889 0.887 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.931 0.668 0.778 a = climbing down 0.195 0.419 0.951 0.581 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.000 0.999 0.858 0.923 d = lying 0.152 0.552 0.973 0.705 e = sitting 0.021 0.561 0.160 0.249 f = standing 0.002 0.990 1.000 0.995 g = running 0.008 0.558 0.057 0.103 h = walking ------------------------------------------------------- 0.055 0.714 0.671 0.620 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.162 0.204 0.604 0.305 a = climbing down 0.122 0.176 0.179 0.177 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.003 0.982 0.971 0.977 d = lying 0.012 0.937 0.969 0.953 e = sitting 0.006 0.962 0.928 0.945 f = standing 0.038 0.831 1.000 0.908 g = running 0.002 0.878 0.055 0.104 h = walking ------------------------------------------------------- 0.036 0.778 0.689 0.665 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.943 0.779 0.853 a = climbing down 0.069 0.661 0.928 0.772 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.006 0.963 0.941 0.952 d = lying 0.028 0.806 0.806 0.806 e = sitting 0.034 0.802 0.869 0.834 f = standing 0.001 0.994 0.935 0.964 g = running 0.016 0.896 0.736 0.808 h = walking ------------------------------------------------------- 0.021 0.876 0.860 0.863 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.024 0.814 0.853 0.833 a = climbing down 0.031 0.798 0.719 0.756 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.011 0.917 0.693 0.789 d = lying 0.099 0.270 0.306 0.287 e = sitting 0.131 0.417 0.447 0.432 f = standing 0.004 0.977 0.974 0.975 g = running 0.042 0.792 0.917 0.850 h = walking ------------------------------------------------------- 0.049 0.725 0.707 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.196 0.402 0.972 0.568 a = climbing down 0.026 0.770 0.626 0.690 b = climbing up 0.002 0.902 0.969 0.934 c = jumping 0.001 0.995 0.950 0.972 d = lying 0.011 0.925 0.862 0.893 e = sitting 0.022 0.869 0.931 0.899 f = standing 0.008 0.960 0.986 0.972 g = running 0.004 0.582 0.027 0.052 h = walking ------------------------------------------------------- 0.033 0.799 0.763 0.727 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.047 0.657 0.763 0.706 a = climbing down 0.051 0.690 0.757 0.722 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.098 0.623 0.997 0.767 d = lying 0.025 0.852 0.937 0.893 e = sitting 0.003 0.947 0.369 0.531 f = standing 0.011 0.943 0.886 0.914 g = running 0.040 0.723 0.572 0.638 h = walking ------------------------------------------------------- 0.037 0.790 0.761 0.750 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.763 0.436 0.555 a = climbing down 0.115 0.596 0.949 0.732 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.006 0.955 0.828 0.887 d = lying 0.040 0.760 0.908 0.827 e = sitting 0.059 0.646 0.854 0.735 f = standing 0.000 0.998 0.668 0.801 g = running 0.033 0.757 0.704 0.730 h = walking ------------------------------------------------------- 0.037 0.801 0.762 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.092 0.513 0.839 0.637 a = climbing down 0.010 0.863 0.459 0.599 b = climbing up 0.000 1.000 0.479 0.648 c = jumping 0.041 0.684 0.602 0.640 d = lying 0.062 0.688 0.974 0.807 e = sitting 0.060 0.642 0.695 0.667 f = standing 0.013 0.947 0.787 0.860 g = running 0.086 0.466 0.443 0.454 h = walking ------------------------------------------------------- 0.047 0.716 0.683 0.681 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.057 0.637 0.761 0.694 a = climbing down 0.061 0.508 0.437 0.470 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.009 0.945 0.826 0.882 d = lying 0.024 0.852 0.956 0.901 e = sitting 0.031 0.823 0.854 0.839 f = standing 0.001 0.997 0.998 0.997 g = running 0.062 0.652 0.630 0.641 h = walking ------------------------------------------------------- 0.031 0.677 0.683 0.678 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.023 0.835 0.863 0.849 a = climbing down 0.107 0.555 0.858 0.674 b = climbing up 0.000 0.986 0.851 0.913 c = jumping 0.024 0.867 0.835 0.850 d = lying 0.019 0.799 0.523 0.632 e = sitting 0.082 0.596 0.772 0.673 f = standing 0.020 0.905 0.970 0.936 g = running 0.007 0.911 0.414 0.570 h = walking ------------------------------------------------------- 0.039 0.791 0.756 0.750 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.063 0.590 0.823 0.687 a = climbing down 0.082 0.619 0.453 0.523 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.022 0.754 0.425 0.543 d = lying 0.028 0.775 0.965 0.859 e = sitting 0.138 0.509 0.833 0.632 f = standing 0.055 0.738 0.972 0.839 g = running 0.027 0.729 0.437 0.546 h = walking ------------------------------------------------------- 0.052 0.589 0.614 0.579 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.802 0.866 a = climbing down 0.019 0.617 0.233 0.338 b = climbing up 0.000 0.980 0.862 0.917 c = jumping 0.007 0.960 0.991 0.975 d = lying 0.084 0.615 0.942 0.744 e = sitting 0.016 0.894 0.719 0.797 f = standing 0.004 0.979 0.716 0.827 g = running 0.120 0.579 0.987 0.730 h = walking ------------------------------------------------------- 0.035 0.814 0.778 0.768 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.906 0.906 0.906 a = climbing down 0.007 0.912 0.769 0.834 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.002 0.987 0.811 0.890 d = lying 0.027 0.832 0.702 0.761 e = sitting 0.081 0.658 0.909 0.763 f = standing 0.004 0.981 0.998 0.989 g = running 0.019 0.903 0.961 0.931 h = walking ------------------------------------------------------- 0.022 0.885 0.871 0.872 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.030 0.737 0.669 0.702 a = climbing down 0.041 0.714 0.683 0.698 b = climbing up 0.000 0.993 0.793 0.882 c = jumping 0.004 0.974 0.951 0.962 d = lying 0.044 0.757 0.868 0.809 e = sitting 0.024 0.836 0.732 0.780 f = standing 0.006 0.965 0.896 0.929 g = running 0.064 0.715 0.858 0.780 h = walking ------------------------------------------------------- 0.030 0.822 0.815 0.816 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.036 0.699 0.719 0.709 a = climbing down 0.147 0.495 0.881 0.634 b = climbing up 0.000 0.980 0.805 0.884 c = jumping 0.001 0.995 0.993 0.994 d = lying 0.101 0.577 0.889 0.700 e = sitting 0.017 0.765 0.359 0.489 f = standing 0.004 0.980 0.998 0.989 g = running 0.002 0.963 0.278 0.432 h = walking ------------------------------------------------------- 0.041 0.799 0.733 0.714 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.539 0.693 a = climbing down 0.214 0.413 0.979 0.581 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.964 0.976 d = lying 0.104 0.627 0.930 0.749 e = sitting 0.014 0.727 0.250 0.372 f = standing 0.007 0.962 1.000 0.980 g = running 0.007 0.769 0.116 0.201 h = walking ------------------------------------------------------- 0.049 0.781 0.700 0.662 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.132 0.294 0.802 0.430 a = climbing down 0.099 0.209 0.173 0.189 b = climbing up 0.000 0.993 0.985 0.989 c = jumping 0.000 0.999 0.846 0.916 d = lying 0.126 0.577 0.993 0.730 e = sitting 0.022 0.660 0.271 0.385 f = standing 0.025 0.883 0.997 0.937 g = running 0.018 0.772 0.291 0.423 h = walking ------------------------------------------------------- 0.050 0.683 0.627 0.607 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.768 0.794 0.781 a = climbing down 0.104 0.561 0.871 0.682 b = climbing up 0.000 0.994 0.969 0.981 c = jumping 0.003 0.944 0.286 0.439 d = lying 0.015 0.706 0.245 0.364 e = sitting 0.233 0.411 0.937 0.572 f = standing 0.001 0.997 0.932 0.963 g = running 0.012 0.876 0.481 0.621 h = walking ------------------------------------------------------- 0.056 0.763 0.657 0.641 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.656 0.799 0.720 a = climbing down 0.065 0.719 0.953 0.820 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.006 0.954 0.742 0.835 d = lying 0.107 0.238 0.277 0.256 e = sitting 0.131 0.364 0.385 0.374 f = standing 0.007 0.945 0.726 0.821 g = running 0.008 0.948 0.798 0.866 h = walking ------------------------------------------------------- 0.051 0.712 0.676 0.685 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.034 0.784 0.941 0.856 a = climbing down 0.009 0.887 0.554 0.682 b = climbing up 0.000 0.992 0.772 0.868 c = jumping 0.015 0.921 0.933 0.927 d = lying 0.007 0.956 0.956 0.956 e = sitting 0.010 0.942 0.889 0.915 f = standing 0.013 0.931 0.999 0.964 g = running 0.045 0.774 0.880 0.824 h = walking ------------------------------------------------------- 0.019 0.890 0.885 0.881 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.037 0.768 0.961 0.854 a = climbing down 0.041 0.712 0.681 0.696 b = climbing up 0.001 0.946 0.989 0.967 c = jumping 0.062 0.697 0.878 0.777 d = lying 0.035 0.802 0.957 0.873 e = sitting 0.019 0.833 0.583 0.685 f = standing 0.006 0.967 0.838 0.898 g = running 0.018 0.889 0.773 0.827 h = walking ------------------------------------------------------- 0.029 0.821 0.810 0.808 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.150 0.398 0.646 0.493 a = climbing down 0.033 0.807 0.792 0.799 b = climbing up 0.000 1.000 0.765 0.867 c = jumping 0.061 0.694 0.861 0.768 d = lying 0.124 0.522 0.985 0.682 e = sitting 0.014 0.763 0.322 0.453 f = standing 0.005 0.967 0.592 0.734 g = running 0.048 0.255 0.112 0.156 h = walking ------------------------------------------------------- 0.057 0.660 0.622 0.604 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.113 0.471 0.829 0.601 a = climbing down 0.027 0.806 0.828 0.817 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.025 0.832 0.821 0.827 d = lying 0.086 0.603 0.955 0.739 e = sitting 0.031 0.783 0.746 0.764 f = standing 0.002 0.991 0.700 0.820 g = running 0.017 0.786 0.356 0.490 h = walking ------------------------------------------------------- 0.036 0.787 0.735 0.733 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.715 0.837 0.771 a = climbing down 0.092 0.456 0.543 0.496 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.043 0.795 0.858 0.825 d = lying 0.017 0.890 0.941 0.915 e = sitting 0.031 0.789 0.683 0.732 f = standing 0.001 0.993 0.991 0.992 g = running 0.043 0.668 0.472 0.554 h = walking ------------------------------------------------------- 0.034 0.663 0.666 0.661 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.806 0.825 0.815 a = climbing down 0.062 0.690 0.882 0.774 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.023 0.845 0.785 0.814 d = lying 0.019 0.851 0.747 0.796 e = sitting 0.068 0.662 0.793 0.721 f = standing 0.007 0.966 0.964 0.965 g = running 0.011 0.907 0.650 0.758 h = walking ------------------------------------------------------- 0.030 0.826 0.812 0.813 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.111 0.487 0.937 0.641 a = climbing down 0.022 0.885 0.549 0.677 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.038 0.663 0.553 0.603 d = lying 0.027 0.760 0.848 0.802 e = sitting 0.128 0.498 0.727 0.591 f = standing 0.026 0.835 0.810 0.823 g = running 0.019 0.842 0.610 0.707 h = walking ------------------------------------------------------- 0.049 0.738 0.677 0.675 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.877 0.791 0.832 a = climbing down 0.161 0.438 0.963 0.602 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.010 0.941 0.977 0.958 d = lying 0.040 0.696 0.638 0.666 e = sitting 0.072 0.678 0.854 0.756 f = standing 0.003 0.984 0.803 0.884 g = running 0.003 0.876 0.111 0.197 h = walking ------------------------------------------------------- 0.039 0.805 0.735 0.712 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.032 0.763 0.857 0.807 a = climbing down 0.005 0.911 0.466 0.617 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.015 0.897 0.708 0.792 d = lying 0.017 0.872 0.641 0.739 e = sitting 0.109 0.573 0.875 0.692 f = standing 0.015 0.925 0.998 0.960 g = running 0.048 0.777 0.913 0.839 h = walking ------------------------------------------------------- 0.034 0.822 0.793 0.789 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.822 0.730 0.773 a = climbing down 0.045 0.753 0.785 0.769 b = climbing up 0.000 1.000 0.840 0.913 c = jumping 0.004 0.961 0.647 0.773 d = lying 0.019 0.857 0.762 0.807 e = sitting 0.090 0.602 0.866 0.710 f = standing 0.005 0.969 0.995 0.982 g = running 0.036 0.814 0.855 0.834 h = walking ------------------------------------------------------- 0.031 0.830 0.810 0.811 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.795 0.841 a = climbing down 0.083 0.636 0.947 0.761 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.007 0.961 0.977 0.969 d = lying 0.070 0.627 0.806 0.705 e = sitting 0.032 0.770 0.576 0.659 f = standing 0.004 0.980 0.998 0.988 g = running 0.003 0.974 0.626 0.762 h = walking ------------------------------------------------------- 0.028 0.843 0.817 0.816 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.977 0.607 0.749 a = climbing down 0.154 0.475 0.961 0.635 b = climbing up 0.001 0.973 0.989 0.981 c = jumping 0.000 0.999 0.889 0.941 d = lying 0.119 0.601 0.930 0.731 e = sitting 0.030 0.649 0.314 0.423 f = standing 0.006 0.964 0.996 0.980 g = running 0.007 0.893 0.336 0.489 h = walking ------------------------------------------------------- 0.045 0.792 0.727 0.711 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.207 0.113 0.348 0.171 a = climbing down 0.001 0.904 0.069 0.129 b = climbing up 0.000 0.991 0.661 0.793 c = jumping 0.025 0.876 0.960 0.916 d = lying 0.108 0.596 0.974 0.740 e = sitting 0.005 0.928 0.303 0.457 f = standing 0.090 0.669 0.994 0.800 g = running 0.047 0.482 0.212 0.295 h = walking ------------------------------------------------------- 0.056 0.698 0.574 0.541 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.873 0.815 0.843 a = climbing down 0.034 0.759 0.744 0.751 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.020 0.892 0.937 0.914 d = lying 0.020 0.705 0.341 0.459 e = sitting 0.105 0.583 0.828 0.684 f = standing 0.001 0.993 0.958 0.975 g = running 0.035 0.820 0.876 0.847 h = walking ------------------------------------------------------- 0.033 0.810 0.802 0.795 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.837 0.745 0.788 a = climbing down 0.034 0.822 0.941 0.878 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.009 0.923 0.599 0.726 d = lying 0.076 0.486 0.460 0.472 e = sitting 0.148 0.420 0.569 0.483 f = standing 0.003 0.979 0.903 0.940 g = running 0.016 0.912 0.948 0.930 h = walking ------------------------------------------------------- 0.044 0.769 0.742 0.747 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.287 0.317 0.980 0.479 a = climbing down 0.008 0.568 0.079 0.138 b = climbing up 0.155 0.121 0.994 0.216 c = jumping 0.001 0.993 0.990 0.992 d = lying 0.007 0.952 0.882 0.916 e = sitting 0.016 0.904 0.947 0.925 f = standing 0.000 0.941 0.014 0.027 g = running 0.008 0.269 0.015 0.029 h = walking ------------------------------------------------------- 0.043 0.707 0.561 0.497 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.909 0.948 0.928 a = climbing down 0.025 0.816 0.747 0.780 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.052 0.756 0.992 0.858 d = lying 0.032 0.815 0.949 0.877 e = sitting 0.007 0.937 0.610 0.739 f = standing 0.003 0.985 0.894 0.938 g = running 0.035 0.817 0.852 0.834 h = walking ------------------------------------------------------- 0.023 0.868 0.857 0.854 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.749 0.767 0.758 a = climbing down 0.091 0.642 0.936 0.762 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.008 0.948 0.847 0.895 d = lying 0.078 0.633 0.923 0.751 e = sitting 0.027 0.749 0.657 0.700 f = standing 0.000 0.998 0.836 0.910 g = running 0.006 0.904 0.420 0.574 h = walking ------------------------------------------------------- 0.033 0.821 0.785 0.782 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.024 0.805 0.851 0.828 a = climbing down 0.023 0.835 0.864 0.849 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.037 0.767 0.819 0.792 d = lying 0.052 0.719 0.937 0.814 e = sitting 0.035 0.759 0.717 0.737 f = standing 0.005 0.979 0.808 0.885 g = running 0.023 0.854 0.809 0.831 h = walking ------------------------------------------------------- 0.026 0.838 0.827 0.828 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.042 0.725 0.901 0.803 a = climbing down 0.075 0.519 0.601 0.557 b = climbing up 0.001 0.962 0.933 0.947 c = jumping 0.047 0.782 0.956 0.860 d = lying 0.028 0.806 0.731 0.766 e = sitting 0.050 0.672 0.578 0.622 f = standing 0.001 0.993 0.993 0.993 g = running 0.032 0.758 0.542 0.632 h = walking ------------------------------------------------------- 0.037 0.765 0.761 0.757 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.884 0.624 0.732 a = climbing down 0.053 0.670 0.706 0.688 b = climbing up 0.004 0.831 0.977 0.898 c = jumping 0.011 0.924 0.856 0.889 d = lying 0.040 0.737 0.637 0.683 e = sitting 0.085 0.567 0.726 0.637 f = standing 0.001 0.997 0.903 0.948 g = running 0.057 0.715 0.883 0.790 h = walking ------------------------------------------------------- 0.036 0.791 0.773 0.775 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.065 0.617 0.939 0.744 a = climbing down 0.026 0.865 0.559 0.679 b = climbing up 0.000 1.000 0.454 0.625 c = jumping 0.065 0.588 0.691 0.636 d = lying 0.057 0.516 0.594 0.553 e = sitting 0.115 0.408 0.456 0.430 f = standing 0.014 0.920 0.971 0.945 g = running 0.033 0.782 0.680 0.727 h = walking ------------------------------------------------------- 0.050 0.705 0.674 0.675 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.907 0.906 a = climbing down 0.027 0.817 0.934 0.871 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.003 0.980 0.979 0.979 d = lying 0.071 0.646 0.733 0.687 e = sitting 0.054 0.709 0.750 0.729 f = standing 0.001 0.994 0.837 0.909 g = running 0.005 0.964 0.853 0.905 h = walking ------------------------------------------------------- 0.024 0.863 0.851 0.855 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.014 0.883 0.919 0.901 a = climbing down 0.050 0.640 0.910 0.751 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.004 0.974 0.838 0.901 d = lying 0.040 0.500 0.219 0.304 e = sitting 0.166 0.490 0.820 0.614 f = standing 0.008 0.958 0.990 0.974 g = running 0.004 0.968 0.678 0.798 h = walking ------------------------------------------------------- 0.042 0.780 0.756 0.746 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.742 0.818 a = climbing down 0.055 0.698 0.857 0.769 b = climbing up 0.000 1.000 0.839 0.912 c = jumping 0.003 0.981 0.948 0.964 d = lying 0.066 0.673 0.887 0.765 e = sitting 0.022 0.824 0.607 0.699 f = standing 0.005 0.973 0.978 0.976 g = running 0.029 0.837 0.813 0.825 h = walking ------------------------------------------------------- 0.026 0.850 0.836 0.836 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.749 0.842 a = climbing down 0.125 0.546 0.940 0.690 b = climbing up 0.002 0.843 0.740 0.788 c = jumping 0.000 0.998 0.972 0.985 d = lying 0.114 0.589 0.945 0.726 e = sitting 0.013 0.761 0.278 0.407 f = standing 0.006 0.967 0.985 0.976 g = running 0.011 0.884 0.445 0.592 h = walking ------------------------------------------------------- 0.039 0.815 0.763 0.748 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.613 0.751 a = climbing down 0.160 0.478 0.939 0.633 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.990 0.963 0.976 d = lying 0.128 0.579 0.942 0.717 e = sitting 0.010 0.572 0.097 0.166 f = standing 0.003 0.986 1.000 0.993 g = running 0.012 0.860 0.397 0.544 h = walking ------------------------------------------------------- 0.046 0.781 0.729 0.699 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.357 0.763 0.486 a = climbing down 0.032 0.625 0.340 0.441 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.000 0.998 0.969 0.984 d = lying 0.084 0.680 0.974 0.801 e = sitting 0.008 0.898 0.472 0.619 f = standing 0.032 0.858 1.000 0.924 g = running 0.004 0.975 0.787 0.871 h = walking ------------------------------------------------------- 0.030 0.818 0.777 0.772 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.896 0.879 0.887 a = climbing down 0.048 0.727 0.882 0.797 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.014 0.922 0.944 0.933 d = lying 0.057 0.570 0.531 0.550 e = sitting 0.065 0.648 0.688 0.667 f = standing 0.002 0.991 0.975 0.983 g = running 0.008 0.946 0.794 0.863 h = walking ------------------------------------------------------- 0.028 0.826 0.820 0.821 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.186 0.375 0.831 0.516 a = climbing down 0.065 0.603 0.645 0.623 b = climbing up 0.004 0.766 0.646 0.701 c = jumping 0.027 0.867 0.994 0.926 d = lying 0.094 0.469 0.421 0.444 e = sitting 0.083 0.289 0.237 0.260 f = standing 0.030 0.797 0.697 0.744 g = running 0.015 0.619 0.139 0.227 h = walking ------------------------------------------------------- 0.067 0.588 0.564 0.541 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.195 0.428 0.917 0.584 a = climbing down 0.036 0.276 0.446 0.341 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.052 0.789 0.948 0.861 d = lying 0.003 0.989 0.980 0.984 e = sitting 0.013 0.920 0.735 0.817 f = standing 0.000 1.000 0.997 0.998 g = running 0.002 0.429 0.008 0.016 h = walking ------------------------------------------------------- 0.040 0.747 0.738 0.691 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.180 0.373 0.949 0.536 a = climbing down 0.036 0.658 0.449 0.533 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.003 0.983 0.938 0.960 d = lying 0.053 0.746 0.966 0.842 e = sitting 0.012 0.905 0.846 0.874 f = standing 0.001 0.995 0.841 0.912 g = running 0.024 0.592 0.179 0.275 h = walking ------------------------------------------------------- 0.036 0.775 0.728 0.715 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.080 0.408 0.357 0.381 a = climbing down 0.204 0.444 0.832 0.579 b = climbing up 0.000 0.976 1.000 0.988 c = jumping 0.009 0.930 0.806 0.864 d = lying 0.080 0.570 0.912 0.701 e = sitting 0.041 0.717 0.716 0.716 f = standing 0.002 0.989 0.522 0.683 g = running 0.012 0.793 0.311 0.447 h = walking ------------------------------------------------------- 0.060 0.711 0.633 0.630 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.721 0.731 0.726 a = climbing down 0.155 0.441 0.884 0.589 b = climbing up 0.000 0.974 0.490 0.652 c = jumping 0.021 0.814 0.554 0.659 d = lying 0.085 0.580 0.914 0.710 e = sitting 0.074 0.554 0.651 0.599 f = standing 0.010 0.954 0.739 0.833 g = running 0.017 0.645 0.180 0.281 h = walking ------------------------------------------------------- 0.049 0.709 0.652 0.640 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.706 0.850 0.771 a = climbing down 0.084 0.557 0.726 0.630 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.044 0.766 0.818 0.791 d = lying 0.043 0.790 0.966 0.869 e = sitting 0.019 0.849 0.602 0.704 f = standing 0.001 0.996 0.998 0.997 g = running 0.017 0.804 0.436 0.565 h = walking ------------------------------------------------------- 0.034 0.794 0.780 0.773 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.076 0.447 0.473 0.460 a = climbing down 0.066 0.658 0.737 0.695 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.013 0.907 0.863 0.884 d = lying 0.035 0.751 0.716 0.733 e = sitting 0.059 0.700 0.771 0.734 f = standing 0.000 0.998 0.963 0.980 g = running 0.052 0.639 0.542 0.586 h = walking ------------------------------------------------------- 0.041 0.745 0.740 0.741 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.854 0.740 0.793 a = climbing down 0.050 0.731 0.472 0.573 b = climbing up 0.000 1.000 0.542 0.703 c = jumping 0.071 0.600 0.738 0.662 d = lying 0.022 0.867 0.960 0.911 e = sitting 0.105 0.498 0.656 0.566 f = standing 0.019 0.892 0.972 0.930 g = running 0.026 0.841 0.845 0.843 h = walking ------------------------------------------------------- 0.045 0.754 0.740 0.736 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.711 0.803 a = climbing down 0.078 0.616 0.894 0.730 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.010 0.946 0.963 0.955 d = lying 0.020 0.889 0.940 0.914 e = sitting 0.017 0.867 0.862 0.865 f = standing 0.001 0.997 0.924 0.959 g = running 0.020 0.855 0.702 0.771 h = walking ------------------------------------------------------- 0.020 0.883 0.866 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.060 0.539 0.803 0.645 a = climbing down 0.032 0.658 0.480 0.555 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.028 0.653 0.291 0.403 d = lying 0.028 0.822 0.645 0.723 e = sitting 0.173 0.429 0.811 0.561 f = standing 0.011 0.944 0.982 0.963 g = running 0.017 0.901 0.818 0.857 h = walking ------------------------------------------------------- 0.046 0.737 0.696 0.692 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.922 0.604 0.730 a = climbing down 0.045 0.740 0.713 0.726 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.007 0.897 0.344 0.498 d = lying 0.050 0.729 0.893 0.803 e = sitting 0.103 0.494 0.735 0.591 f = standing 0.001 0.992 0.979 0.986 g = running 0.075 0.680 0.909 0.778 h = walking ------------------------------------------------------- 0.039 0.790 0.750 0.742 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.765 0.719 0.742 a = climbing down 0.199 0.387 0.834 0.529 b = climbing up 0.001 0.970 0.774 0.861 c = jumping 0.005 0.971 0.950 0.960 d = lying 0.085 0.549 0.686 0.610 e = sitting 0.048 0.602 0.433 0.504 f = standing 0.027 0.869 0.997 0.928 g = running 0.003 0.261 0.005 0.010 h = walking ------------------------------------------------------- 0.053 0.638 0.657 0.614 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.040 0.721 0.853 0.781 a = climbing down 0.058 0.687 0.747 0.716 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.991 0.903 0.945 d = lying 0.089 0.571 0.958 0.715 e = sitting 0.021 0.812 0.492 0.612 f = standing 0.001 0.995 0.997 0.996 g = running 0.038 0.709 0.549 0.619 h = walking ------------------------------------------------------- 0.032 0.804 0.783 0.780 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.282 0.182 0.913 0.303 a = climbing down 0.009 0.733 0.157 0.259 b = climbing up 0.042 0.349 0.982 0.515 c = jumping 0.010 0.947 0.903 0.924 d = lying 0.071 0.706 0.951 0.811 e = sitting 0.012 0.894 0.599 0.717 f = standing 0.019 0.871 0.718 0.787 g = running 0.004 0.207 0.005 0.009 h = walking ------------------------------------------------------- 0.038 0.674 0.589 0.564 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.805 0.638 0.712 a = climbing down 0.147 0.478 0.855 0.613 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.978 0.931 0.954 d = lying 0.021 0.876 0.873 0.875 e = sitting 0.031 0.813 0.861 0.836 f = standing 0.000 0.998 0.988 0.993 g = running 0.023 0.693 0.297 0.415 h = walking ------------------------------------------------------- 0.033 0.817 0.789 0.783 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.010 0.875 0.486 0.625 a = climbing down 0.101 0.586 0.882 0.704 b = climbing up 0.000 1.000 0.795 0.886 c = jumping 0.018 0.911 0.968 0.938 d = lying 0.099 0.316 0.365 0.339 e = sitting 0.071 0.421 0.322 0.365 f = standing 0.010 0.947 0.971 0.959 g = running 0.035 0.798 0.747 0.771 h = walking ------------------------------------------------------- 0.046 0.717 0.702 0.697 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.228 0.392 0.922 0.550 a = climbing down 0.012 0.291 0.161 0.208 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.042 0.771 0.687 0.727 d = lying 0.016 0.933 0.959 0.946 e = sitting 0.069 0.683 0.722 0.702 f = standing 0.002 0.978 1.000 0.989 g = running 0.005 0.270 0.009 0.018 h = walking ------------------------------------------------------- 0.055 0.659 0.681 0.632 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.075 0.574 0.909 0.704 a = climbing down 0.066 0.633 0.709 0.669 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.033 0.833 0.939 0.883 d = lying 0.015 0.901 0.853 0.876 e = sitting 0.028 0.789 0.756 0.772 f = standing 0.003 0.986 0.910 0.947 g = running 0.008 0.930 0.533 0.677 h = walking ------------------------------------------------------- 0.029 0.829 0.801 0.802 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.019 0.508 0.128 0.205 a = climbing down 0.188 0.501 0.976 0.662 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.056 0.695 0.847 0.763 d = lying 0.078 0.584 0.960 0.726 e = sitting 0.029 0.684 0.415 0.516 f = standing 0.001 0.993 0.734 0.844 g = running 0.002 0.977 0.623 0.761 h = walking ------------------------------------------------------- 0.053 0.725 0.679 0.656 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.205 0.315 0.796 0.451 a = climbing down 0.032 0.674 0.438 0.531 b = climbing up 0.001 0.948 0.728 0.824 c = jumping 0.037 0.702 0.578 0.634 d = lying 0.081 0.617 0.959 0.751 e = sitting 0.066 0.619 0.697 0.655 f = standing 0.004 0.979 0.704 0.819 g = running 0.011 0.704 0.159 0.260 h = walking ------------------------------------------------------- 0.052 0.702 0.615 0.609 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.127 0.488 0.839 0.617 a = climbing down 0.099 0.400 0.450 0.424 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.048 0.733 0.702 0.717 d = lying 0.026 0.846 0.977 0.907 e = sitting 0.051 0.678 0.622 0.649 f = standing 0.001 0.993 0.999 0.996 g = running 0.018 0.526 0.123 0.200 h = walking ------------------------------------------------------- 0.050 0.680 0.678 0.655 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.551 0.344 0.423 a = climbing down 0.086 0.588 0.686 0.633 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.041 0.713 0.733 0.723 d = lying 0.047 0.666 0.650 0.658 e = sitting 0.077 0.587 0.609 0.598 f = standing 0.001 0.994 0.952 0.973 g = running 0.058 0.693 0.784 0.736 h = walking ------------------------------------------------------- 0.048 0.701 0.702 0.697 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.486 0.219 0.302 a = climbing down 0.160 0.505 0.569 0.535 b = climbing up 0.000 1.000 0.311 0.474 c = jumping 0.077 0.579 0.720 0.642 d = lying 0.038 0.766 0.826 0.795 e = sitting 0.116 0.418 0.526 0.466 f = standing 0.018 0.888 0.907 0.898 g = running 0.022 0.796 0.516 0.626 h = walking ------------------------------------------------------- 0.074 0.639 0.622 0.616 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.677 0.790 a = climbing down 0.049 0.695 0.840 0.761 b = climbing up 0.000 0.994 0.897 0.943 c = jumping 0.013 0.926 0.972 0.948 d = lying 0.047 0.731 0.873 0.796 e = sitting 0.033 0.817 0.872 0.843 f = standing 0.003 0.985 0.761 0.858 g = running 0.040 0.779 0.838 0.807 h = walking ------------------------------------------------------- 0.025 0.852 0.836 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.217 0.220 0.691 0.334 a = climbing down 0.010 0.795 0.313 0.449 b = climbing up 0.000 1.000 0.013 0.025 c = jumping 0.039 0.636 0.370 0.468 d = lying 0.068 0.733 0.948 0.827 e = sitting 0.074 0.599 0.681 0.638 f = standing 0.034 0.851 0.989 0.915 g = running 0.039 0.315 0.093 0.143 h = walking ------------------------------------------------------- 0.058 0.622 0.577 0.549 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.889 0.483 0.626 a = climbing down 0.037 0.715 0.536 0.613 b = climbing up 0.000 0.993 0.863 0.923 c = jumping 0.005 0.936 0.435 0.593 d = lying 0.049 0.720 0.863 0.785 e = sitting 0.106 0.542 0.746 0.628 f = standing 0.003 0.981 0.988 0.984 g = running 0.119 0.565 0.926 0.702 h = walking ------------------------------------------------------- 0.046 0.769 0.719 0.712 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.030 0.773 0.783 0.778 a = climbing down 0.094 0.579 0.852 0.689 b = climbing up 0.000 0.993 0.821 0.899 c = jumping 0.005 0.970 0.961 0.965 d = lying 0.062 0.636 0.723 0.676 e = sitting 0.048 0.686 0.619 0.651 f = standing 0.005 0.971 0.998 0.985 g = running 0.010 0.904 0.515 0.656 h = walking ------------------------------------------------------- 0.034 0.802 0.780 0.779 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.703 0.736 0.719 a = climbing down 0.096 0.588 0.877 0.704 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.002 0.989 0.873 0.928 d = lying 0.081 0.551 0.817 0.658 e = sitting 0.039 0.747 0.547 0.632 f = standing 0.005 0.973 0.994 0.984 g = running 0.013 0.855 0.471 0.608 h = walking ------------------------------------------------------- 0.035 0.793 0.762 0.759 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.262 0.202 0.959 0.333 a = climbing down 0.003 0.928 0.285 0.437 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.003 0.985 0.925 0.954 d = lying 0.157 0.516 0.989 0.678 e = sitting 0.009 0.764 0.153 0.256 f = standing 0.003 0.984 0.998 0.991 g = running 0.020 0.075 0.008 0.014 h = walking ------------------------------------------------------- 0.046 0.669 0.590 0.544 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.822 0.553 0.661 a = climbing down 0.108 0.535 0.729 0.617 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.008 0.954 0.899 0.926 d = lying 0.024 0.726 0.433 0.543 e = sitting 0.099 0.581 0.830 0.683 f = standing 0.002 0.991 0.930 0.959 g = running 0.061 0.631 0.597 0.613 h = walking ------------------------------------------------------- 0.045 0.756 0.730 0.730 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.038 0.748 0.825 0.785 a = climbing down 0.079 0.618 0.813 0.702 b = climbing up 0.000 1.000 0.759 0.863 c = jumping 0.008 0.955 0.964 0.960 d = lying 0.112 0.388 0.440 0.412 e = sitting 0.087 0.250 0.186 0.214 f = standing 0.026 0.867 0.959 0.910 g = running 0.030 0.744 0.486 0.588 h = walking ------------------------------------------------------- 0.052 0.666 0.672 0.662 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.139 0.520 0.949 0.672 a = climbing down 0.039 0.211 0.344 0.262 b = climbing up 0.002 0.939 1.000 0.968 c = jumping 0.003 0.984 0.975 0.979 d = lying 0.037 0.854 0.893 0.873 e = sitting 0.027 0.861 0.816 0.838 f = standing 0.002 0.983 0.984 0.983 g = running 0.003 0.946 0.239 0.381 h = walking ------------------------------------------------------- 0.033 0.844 0.782 0.766 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.133 0.446 0.956 0.608 a = climbing down 0.086 0.490 0.514 0.502 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.024 0.877 0.974 0.923 d = lying 0.016 0.900 0.916 0.908 e = sitting 0.020 0.840 0.773 0.805 f = standing 0.001 0.994 0.917 0.954 g = running 0.025 0.493 0.131 0.207 h = walking ------------------------------------------------------- 0.038 0.741 0.732 0.710 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.060 0.602 0.590 0.596 a = climbing down 0.163 0.517 0.886 0.653 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.004 0.971 0.855 0.909 d = lying 0.108 0.482 0.867 0.620 e = sitting 0.040 0.616 0.497 0.550 f = standing 0.002 0.992 0.751 0.855 g = running 0.009 0.573 0.081 0.142 h = walking ------------------------------------------------------- 0.053 0.710 0.667 0.646 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.053 0.644 0.835 0.727 a = climbing down 0.042 0.720 0.783 0.750 b = climbing up 0.000 1.000 0.695 0.820 c = jumping 0.044 0.721 0.772 0.746 d = lying 0.056 0.664 0.793 0.723 e = sitting 0.068 0.589 0.625 0.607 f = standing 0.008 0.968 0.805 0.879 g = running 0.025 0.799 0.585 0.675 h = walking ------------------------------------------------------- 0.038 0.760 0.742 0.744 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.068 0.607 0.821 0.698 a = climbing down 0.038 0.692 0.611 0.649 b = climbing up 0.000 1.000 0.287 0.446 c = jumping 0.017 0.902 0.911 0.907 d = lying 0.038 0.751 0.676 0.712 e = sitting 0.070 0.647 0.711 0.677 f = standing 0.015 0.930 0.991 0.959 g = running 0.016 0.872 0.696 0.774 h = walking ------------------------------------------------------- 0.036 0.784 0.774 0.772 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.650 0.479 0.551 a = climbing down 0.046 0.599 0.375 0.461 b = climbing up 0.019 0.464 1.000 0.634 c = jumping 0.013 0.908 0.942 0.925 d = lying 0.060 0.527 0.458 0.490 e = sitting 0.086 0.545 0.612 0.577 f = standing 0.001 0.996 0.841 0.912 g = running 0.161 0.415 0.679 0.515 h = walking ------------------------------------------------------- 0.056 0.667 0.637 0.638 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.793 0.726 0.758 a = climbing down 0.072 0.709 0.612 0.657 b = climbing up 0.000 1.000 0.401 0.573 c = jumping 0.034 0.747 0.676 0.710 d = lying 0.062 0.677 0.863 0.759 e = sitting 0.075 0.607 0.733 0.664 f = standing 0.014 0.914 0.966 0.939 g = running 0.032 0.785 0.726 0.754 h = walking ------------------------------------------------------- 0.047 0.747 0.739 0.737 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.977 0.630 0.766 a = climbing down 0.048 0.722 0.859 0.784 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.944 0.997 0.970 d = lying 0.041 0.732 0.680 0.705 e = sitting 0.062 0.658 0.729 0.692 f = standing 0.000 0.999 0.927 0.962 g = running 0.031 0.828 0.910 0.867 h = walking ------------------------------------------------------- 0.027 0.844 0.833 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.819 0.558 0.664 a = climbing down 0.201 0.324 0.927 0.481 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.006 0.958 0.721 0.823 d = lying 0.074 0.493 0.349 0.408 e = sitting 0.149 0.448 0.733 0.556 f = standing 0.010 0.954 0.990 0.972 g = running 0.001 0.939 0.051 0.096 h = walking ------------------------------------------------------- 0.056 0.733 0.606 0.579 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.934 0.545 0.689 a = climbing down 0.046 0.581 0.410 0.481 b = climbing up 0.000 1.000 0.838 0.912 c = jumping 0.004 0.979 0.909 0.942 d = lying 0.077 0.603 0.810 0.692 e = sitting 0.041 0.708 0.556 0.623 f = standing 0.004 0.978 0.994 0.986 g = running 0.120 0.556 0.896 0.687 h = walking ------------------------------------------------------- 0.041 0.771 0.744 0.740 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.796 0.513 0.624 a = climbing down 0.204 0.411 0.911 0.567 b = climbing up 0.000 0.982 0.886 0.932 c = jumping 0.001 0.997 0.985 0.991 d = lying 0.109 0.522 0.761 0.619 e = sitting 0.037 0.582 0.327 0.418 f = standing 0.009 0.956 0.997 0.976 g = running 0.016 0.485 0.079 0.135 h = walking ------------------------------------------------------- 0.053 0.688 0.662 0.628 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.031 0.735 0.725 0.730 a = climbing down 0.099 0.544 0.604 0.572 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.002 0.991 0.960 0.975 d = lying 0.125 0.475 0.895 0.621 e = sitting 0.013 0.567 0.116 0.193 f = standing 0.006 0.970 0.999 0.984 g = running 0.068 0.571 0.531 0.550 h = walking ------------------------------------------------------- 0.046 0.713 0.702 0.680 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.264 0.198 0.972 0.329 a = climbing down 0.008 0.902 0.413 0.566 b = climbing up 0.001 0.943 0.985 0.964 c = jumping 0.000 1.000 0.844 0.915 d = lying 0.070 0.699 0.897 0.785 e = sitting 0.044 0.665 0.565 0.611 f = standing 0.008 0.955 0.993 0.974 g = running 0.001 0.714 0.008 0.015 h = walking ------------------------------------------------------- 0.036 0.787 0.640 0.621 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.764 0.784 0.774 a = climbing down 0.057 0.651 0.701 0.675 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.014 0.923 0.995 0.958 d = lying 0.063 0.610 0.574 0.592 e = sitting 0.064 0.626 0.652 0.639 f = standing 0.000 0.998 0.932 0.964 g = running 0.028 0.826 0.767 0.795 h = walking ------------------------------------------------------- 0.035 0.783 0.780 0.781 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.770 0.539 0.634 a = climbing down 0.088 0.604 0.870 0.713 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.010 0.945 0.978 0.961 d = lying 0.041 0.563 0.295 0.387 e = sitting 0.119 0.479 0.716 0.574 f = standing 0.002 0.988 0.898 0.941 g = running 0.025 0.849 0.810 0.829 h = walking ------------------------------------------------------- 0.042 0.752 0.735 0.728 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.205 0.425 0.952 0.587 a = climbing down 0.022 0.373 0.419 0.395 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.022 0.891 0.866 0.878 d = lying 0.049 0.825 0.976 0.894 e = sitting 0.015 0.908 0.730 0.809 f = standing 0.003 0.977 0.995 0.986 g = running 0.003 0.375 0.008 0.016 h = walking ------------------------------------------------------- 0.045 0.722 0.727 0.677 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.918 0.924 0.921 a = climbing down 0.126 0.540 0.932 0.684 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.008 0.952 0.921 0.936 d = lying 0.029 0.787 0.699 0.740 e = sitting 0.060 0.677 0.910 0.776 f = standing 0.000 1.000 0.855 0.922 g = running 0.004 0.947 0.381 0.543 h = walking ------------------------------------------------------- 0.031 0.845 0.794 0.790 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.087 0.498 0.577 0.534 a = climbing down 0.128 0.579 0.925 0.712 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.009 0.932 0.848 0.888 d = lying 0.084 0.560 0.947 0.704 e = sitting 0.029 0.801 0.711 0.753 f = standing 0.001 0.997 0.614 0.760 g = running 0.004 0.918 0.320 0.474 h = walking ------------------------------------------------------- 0.046 0.775 0.705 0.701 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.037 0.689 0.701 0.695 a = climbing down 0.066 0.644 0.904 0.752 b = climbing up 0.000 0.990 0.669 0.798 c = jumping 0.019 0.847 0.696 0.764 d = lying 0.047 0.723 0.897 0.801 e = sitting 0.058 0.653 0.730 0.689 f = standing 0.008 0.973 0.900 0.935 g = running 0.010 0.905 0.605 0.725 h = walking ------------------------------------------------------- 0.031 0.808 0.786 0.787 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.697 0.820 0.753 a = climbing down 0.100 0.473 0.626 0.539 b = climbing up 0.001 0.966 0.926 0.946 c = jumping 0.021 0.887 0.936 0.911 d = lying 0.023 0.839 0.730 0.780 e = sitting 0.052 0.721 0.761 0.741 f = standing 0.001 0.993 0.996 0.995 g = running 0.027 0.685 0.382 0.490 h = walking ------------------------------------------------------- 0.036 0.772 0.763 0.759 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.000 0.500 0.002 0.004 a = climbing down 0.145 0.491 0.845 0.621 b = climbing up 0.025 0.394 0.992 0.564 c = jumping 0.017 0.855 0.704 0.772 d = lying 0.055 0.584 0.538 0.560 e = sitting 0.118 0.542 0.688 0.606 f = standing 0.000 0.999 0.749 0.856 g = running 0.034 0.813 0.902 0.855 h = walking ------------------------------------------------------- 0.055 0.688 0.661 0.632 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.778 0.759 0.769 a = climbing down 0.042 0.785 0.530 0.633 b = climbing up 0.000 1.000 0.609 0.757 c = jumping 0.043 0.692 0.708 0.700 d = lying 0.032 0.783 0.761 0.772 e = sitting 0.122 0.488 0.724 0.583 f = standing 0.011 0.936 0.971 0.953 g = running 0.040 0.774 0.840 0.806 h = walking ------------------------------------------------------- 0.045 0.756 0.735 0.735 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.716 0.804 a = climbing down 0.074 0.595 0.833 0.694 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.008 0.951 0.972 0.961 d = lying 0.027 0.807 0.670 0.732 e = sitting 0.063 0.687 0.826 0.750 f = standing 0.000 0.998 0.955 0.976 g = running 0.031 0.777 0.659 0.713 h = walking ------------------------------------------------------- 0.028 0.832 0.816 0.818 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.676 0.865 0.759 a = climbing down 0.049 0.661 0.745 0.700 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.044 0.674 0.507 0.579 d = lying 0.048 0.598 0.353 0.444 e = sitting 0.150 0.470 0.833 0.601 f = standing 0.010 0.951 0.981 0.966 g = running 0.008 0.946 0.711 0.812 h = walking ------------------------------------------------------- 0.047 0.729 0.702 0.697 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.032 0.726 0.662 0.693 a = climbing down 0.037 0.623 0.360 0.456 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.003 0.976 0.672 0.796 d = lying 0.084 0.567 0.769 0.653 e = sitting 0.081 0.545 0.553 0.549 f = standing 0.006 0.970 0.983 0.976 g = running 0.117 0.536 0.819 0.648 h = walking ------------------------------------------------------- 0.049 0.718 0.690 0.688 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.876 0.905 a = climbing down 0.032 0.791 0.808 0.800 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.002 0.987 0.985 0.986 d = lying 0.087 0.612 0.912 0.733 e = sitting 0.014 0.842 0.454 0.590 f = standing 0.002 0.988 1.000 0.994 g = running 0.027 0.858 0.891 0.874 h = walking ------------------------------------------------------- 0.023 0.866 0.851 0.846 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.673 0.760 a = climbing down 0.081 0.633 0.861 0.730 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.992 0.916 0.953 d = lying 0.135 0.459 0.921 0.613 e = sitting 0.019 0.705 0.235 0.353 f = standing 0.003 0.984 0.998 0.991 g = running 0.031 0.783 0.676 0.726 h = walking ------------------------------------------------------- 0.036 0.793 0.753 0.741 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.284 0.160 0.807 0.267 a = climbing down 0.003 0.900 0.163 0.275 b = climbing up 0.002 0.918 0.952 0.935 c = jumping 0.002 0.990 0.941 0.965 d = lying 0.071 0.694 0.917 0.790 e = sitting 0.016 0.875 0.621 0.726 f = standing 0.038 0.817 0.981 0.892 g = running 0.003 0.486 0.013 0.026 h = walking ------------------------------------------------------- 0.038 0.752 0.619 0.591 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.723 0.744 0.733 a = climbing down 0.048 0.646 0.581 0.612 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.017 0.912 0.957 0.934 d = lying 0.049 0.707 0.802 0.752 e = sitting 0.027 0.809 0.669 0.733 f = standing 0.002 0.992 1.000 0.996 g = running 0.044 0.767 0.814 0.789 h = walking ------------------------------------------------------- 0.029 0.809 0.810 0.808 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.813 0.807 0.810 a = climbing down 0.126 0.555 0.955 0.702 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.021 0.899 0.969 0.932 d = lying 0.068 0.343 0.282 0.309 e = sitting 0.078 0.483 0.476 0.479 f = standing 0.005 0.976 0.998 0.987 g = running 0.010 0.866 0.353 0.501 h = walking ------------------------------------------------------- 0.045 0.731 0.711 0.696 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.045 0.745 0.853 0.795 a = climbing down 0.007 0.659 0.478 0.555 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.096 0.703 0.979 0.819 d = lying 0.001 0.996 0.988 0.992 e = sitting 0.006 0.946 0.529 0.678 f = standing 0.008 0.935 1.000 0.966 g = running 0.023 0.880 0.795 0.835 h = walking ------------------------------------------------------- 0.030 0.863 0.844 0.838 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.790 0.865 0.826 a = climbing down 0.136 0.509 0.939 0.660 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.025 0.843 0.788 0.814 d = lying 0.023 0.868 0.988 0.924 e = sitting 0.035 0.797 0.840 0.818 f = standing 0.002 0.990 0.890 0.937 g = running 0.013 0.713 0.172 0.278 h = walking ------------------------------------------------------- 0.034 0.799 0.774 0.751 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.101 0.339 0.345 0.342 a = climbing down 0.089 0.630 0.781 0.698 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.032 0.796 0.758 0.776 d = lying 0.060 0.643 0.945 0.765 e = sitting 0.053 0.629 0.626 0.627 f = standing 0.000 0.998 0.712 0.831 g = running 0.045 0.613 0.489 0.544 h = walking ------------------------------------------------------- 0.051 0.692 0.670 0.671 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.127 0.454 0.858 0.594 a = climbing down 0.027 0.790 0.731 0.759 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.015 0.877 0.674 0.762 d = lying 0.058 0.672 0.915 0.775 e = sitting 0.061 0.654 0.807 0.723 f = standing 0.005 0.981 0.817 0.891 g = running 0.036 0.492 0.200 0.284 h = walking ------------------------------------------------------- 0.040 0.737 0.712 0.702 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.062 0.656 0.824 0.731 a = climbing down 0.113 0.424 0.571 0.487 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.078 0.655 0.771 0.708 d = lying 0.021 0.873 0.976 0.922 e = sitting 0.036 0.702 0.488 0.575 f = standing 0.000 0.998 1.000 0.999 g = running 0.031 0.599 0.281 0.383 h = walking ------------------------------------------------------- 0.047 0.710 0.706 0.693 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.087 0.486 0.662 0.561 a = climbing down 0.052 0.701 0.733 0.717 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.045 0.689 0.554 0.614 d = lying 0.021 0.805 0.633 0.709 e = sitting 0.106 0.523 0.685 0.593 f = standing 0.020 0.909 0.972 0.939 g = running 0.012 0.898 0.605 0.723 h = walking ------------------------------------------------------- 0.047 0.730 0.704 0.707 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.798 0.815 0.807 a = climbing down 0.024 0.856 0.498 0.630 b = climbing up 0.000 1.000 0.101 0.184 c = jumping 0.069 0.516 0.518 0.517 d = lying 0.028 0.838 0.979 0.903 e = sitting 0.128 0.436 0.636 0.517 f = standing 0.024 0.862 0.961 0.909 g = running 0.021 0.877 0.930 0.903 h = walking ------------------------------------------------------- 0.043 0.756 0.727 0.720 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.668 0.766 a = climbing down 0.034 0.728 0.651 0.688 b = climbing up 0.000 0.992 0.760 0.861 c = jumping 0.033 0.823 0.838 0.831 d = lying 0.020 0.878 0.973 0.923 e = sitting 0.030 0.751 0.697 0.723 f = standing 0.006 0.971 0.904 0.936 g = running 0.077 0.675 0.909 0.775 h = walking ------------------------------------------------------- 0.029 0.828 0.818 0.818 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.535 0.709 0.610 a = climbing down 0.012 0.745 0.270 0.397 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.014 0.858 0.463 0.601 d = lying 0.018 0.901 0.833 0.866 e = sitting 0.116 0.557 0.897 0.687 f = standing 0.006 0.971 0.995 0.983 g = running 0.063 0.742 0.949 0.833 h = walking ------------------------------------------------------- 0.038 0.787 0.755 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.872 0.640 0.738 a = climbing down 0.089 0.658 0.953 0.779 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.021 0.709 0.304 0.425 d = lying 0.027 0.837 0.908 0.871 e = sitting 0.116 0.465 0.746 0.573 f = standing 0.002 0.991 0.966 0.978 g = running 0.025 0.816 0.650 0.724 h = walking ------------------------------------------------------- 0.040 0.776 0.747 0.738 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.872 0.561 0.683 a = climbing down 0.214 0.403 0.957 0.567 b = climbing up 0.000 1.000 0.720 0.837 c = jumping 0.042 0.788 0.864 0.824 d = lying 0.052 0.692 0.785 0.736 e = sitting 0.043 0.667 0.510 0.578 f = standing 0.012 0.938 0.997 0.967 g = running 0.001 0.958 0.076 0.141 h = walking ------------------------------------------------------- 0.051 0.771 0.676 0.644 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.679 0.570 0.619 a = climbing down 0.145 0.498 0.916 0.646 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.015 0.919 0.887 0.903 d = lying 0.076 0.604 0.933 0.733 e = sitting 0.020 0.816 0.479 0.604 f = standing 0.002 0.987 0.998 0.993 g = running 0.006 0.914 0.349 0.506 h = walking ------------------------------------------------------- 0.039 0.797 0.741 0.731 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.276 0.181 0.880 0.300 a = climbing down 0.006 0.807 0.171 0.282 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.013 0.926 0.854 0.888 d = lying 0.065 0.721 0.992 0.835 e = sitting 0.017 0.867 0.612 0.718 f = standing 0.018 0.907 0.999 0.951 g = running 0.018 0.107 0.010 0.018 h = walking ------------------------------------------------------- 0.039 0.680 0.625 0.597 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.725 0.547 0.624 a = climbing down 0.086 0.546 0.646 0.592 b = climbing up 0.001 0.954 0.935 0.944 c = jumping 0.063 0.725 0.897 0.802 d = lying 0.019 0.823 0.589 0.687 e = sitting 0.074 0.565 0.589 0.577 f = standing 0.000 1.000 0.829 0.906 g = running 0.092 0.549 0.632 0.588 h = walking ------------------------------------------------------- 0.051 0.712 0.692 0.694 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.873 0.883 0.878 a = climbing down 0.045 0.752 0.864 0.805 b = climbing up 0.000 0.984 0.920 0.951 c = jumping 0.019 0.858 0.643 0.735 d = lying 0.080 0.447 0.398 0.421 e = sitting 0.142 0.311 0.435 0.363 f = standing 0.003 0.981 0.997 0.989 g = running 0.017 0.888 0.770 0.825 h = walking ------------------------------------------------------- 0.044 0.743 0.719 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.693 0.924 0.792 a = climbing down 0.138 0.128 0.672 0.215 b = climbing up 0.000 0.993 0.980 0.987 c = jumping 0.079 0.744 0.990 0.850 d = lying 0.004 0.980 0.978 0.979 e = sitting 0.006 0.953 0.596 0.733 f = standing 0.001 0.987 1.000 0.994 g = running 0.000 0.905 0.017 0.034 h = walking ------------------------------------------------------- 0.030 0.855 0.736 0.704 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.800 0.927 0.859 a = climbing down 0.037 0.744 0.709 0.726 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.043 0.793 0.981 0.877 d = lying 0.038 0.777 0.844 0.809 e = sitting 0.037 0.738 0.627 0.678 f = standing 0.000 0.998 0.812 0.896 g = running 0.027 0.852 0.840 0.846 h = walking ------------------------------------------------------- 0.028 0.826 0.821 0.819 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.088 0.495 0.560 0.525 a = climbing down 0.160 0.487 0.770 0.596 b = climbing up 0.000 0.967 0.944 0.955 c = jumping 0.007 0.947 0.769 0.849 d = lying 0.047 0.706 0.976 0.819 e = sitting 0.033 0.735 0.724 0.729 f = standing 0.002 0.991 0.769 0.866 g = running 0.018 0.678 0.255 0.371 h = walking ------------------------------------------------------- 0.050 0.736 0.695 0.691 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.111 0.488 0.886 0.629 a = climbing down 0.038 0.725 0.704 0.714 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.037 0.757 0.755 0.756 d = lying 0.056 0.673 0.880 0.763 e = sitting 0.051 0.646 0.653 0.650 f = standing 0.002 0.993 0.801 0.887 g = running 0.039 0.559 0.280 0.373 h = walking ------------------------------------------------------- 0.040 0.730 0.707 0.701 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.731 0.856 0.788 a = climbing down 0.088 0.520 0.684 0.591 b = climbing up 0.001 0.952 0.984 0.968 c = jumping 0.014 0.921 0.923 0.922 d = lying 0.023 0.876 0.963 0.918 e = sitting 0.015 0.905 0.811 0.856 f = standing 0.001 0.997 0.995 0.996 g = running 0.021 0.773 0.445 0.565 h = walking ------------------------------------------------------- 0.026 0.834 0.823 0.820 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.715 0.499 0.588 a = climbing down 0.044 0.639 0.471 0.542 b = climbing up 0.001 0.950 0.891 0.919 c = jumping 0.033 0.823 0.848 0.836 d = lying 0.066 0.603 0.710 0.652 e = sitting 0.055 0.618 0.549 0.581 f = standing 0.000 0.998 0.904 0.948 g = running 0.112 0.570 0.871 0.689 h = walking ------------------------------------------------------- 0.046 0.724 0.710 0.707 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.006 0.927 0.742 0.824 a = climbing down 0.076 0.667 0.540 0.597 b = climbing up 0.000 1.000 0.152 0.263 c = jumping 0.074 0.535 0.603 0.567 d = lying 0.017 0.894 0.976 0.933 e = sitting 0.102 0.473 0.591 0.526 f = standing 0.059 0.719 0.975 0.828 g = running 0.012 0.905 0.703 0.791 h = walking ------------------------------------------------------- 0.052 0.726 0.704 0.701 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.679 0.799 a = climbing down 0.040 0.749 0.847 0.795 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.004 0.975 0.992 0.984 d = lying 0.021 0.886 0.951 0.917 e = sitting 0.015 0.886 0.910 0.898 f = standing 0.002 0.993 0.901 0.945 g = running 0.035 0.819 0.923 0.868 h = walking ------------------------------------------------------- 0.016 0.904 0.896 0.896 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.811 0.875 0.842 a = climbing down 0.053 0.612 0.805 0.695 b = climbing up 0.000 0.994 0.878 0.933 c = jumping 0.028 0.838 0.773 0.805 d = lying 0.030 0.826 0.686 0.749 e = sitting 0.067 0.674 0.843 0.749 f = standing 0.004 0.978 0.982 0.980 g = running 0.009 0.943 0.783 0.855 h = walking ------------------------------------------------------- 0.028 0.834 0.818 0.821 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.943 0.518 0.669 a = climbing down 0.119 0.563 0.927 0.700 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.008 0.950 0.874 0.911 d = lying 0.045 0.749 0.872 0.806 e = sitting 0.036 0.721 0.667 0.693 f = standing 0.004 0.980 0.991 0.985 g = running 0.041 0.697 0.525 0.599 h = walking ------------------------------------------------------- 0.036 0.807 0.779 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.798 0.820 0.809 a = climbing down 0.038 0.755 0.749 0.752 b = climbing up 0.000 0.973 0.886 0.928 c = jumping 0.002 0.992 0.987 0.989 d = lying 0.050 0.739 0.912 0.817 e = sitting 0.015 0.872 0.665 0.754 f = standing 0.002 0.990 0.997 0.993 g = running 0.027 0.859 0.859 0.859 h = walking ------------------------------------------------------- 0.021 0.867 0.863 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.846 0.722 0.779 a = climbing down 0.113 0.585 0.896 0.708 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.984 0.984 0.984 d = lying 0.073 0.627 0.958 0.758 e = sitting 0.005 0.939 0.475 0.631 f = standing 0.002 0.988 0.999 0.994 g = running 0.024 0.769 0.457 0.573 h = walking ------------------------------------------------------- 0.032 0.831 0.796 0.788 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.231 0.163 0.659 0.261 a = climbing down 0.006 0.906 0.365 0.520 b = climbing up 0.000 0.978 0.993 0.985 c = jumping 0.000 1.000 0.731 0.844 d = lying 0.016 0.916 0.968 0.941 e = sitting 0.045 0.774 0.966 0.859 f = standing 0.048 0.791 0.997 0.882 g = running 0.000 0.982 0.125 0.222 h = walking ------------------------------------------------------- 0.031 0.855 0.686 0.680 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.869 0.697 0.773 a = climbing down 0.086 0.604 0.857 0.709 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.926 0.944 0.935 d = lying 0.023 0.853 0.787 0.819 e = sitting 0.033 0.804 0.849 0.826 f = standing 0.000 0.999 0.995 0.997 g = running 0.022 0.835 0.646 0.728 h = walking ------------------------------------------------------- 0.026 0.849 0.836 0.836 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.770 0.853 a = climbing down 0.083 0.638 0.945 0.762 b = climbing up 0.001 0.966 0.973 0.969 c = jumping 0.018 0.899 0.886 0.893 d = lying 0.061 0.501 0.335 0.402 e = sitting 0.121 0.388 0.531 0.448 f = standing 0.003 0.980 0.986 0.983 g = running 0.012 0.908 0.693 0.786 h = walking ------------------------------------------------------- 0.041 0.760 0.738 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.138 0.518 0.952 0.671 a = climbing down 0.007 0.559 0.306 0.396 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.022 0.912 0.982 0.946 d = lying 0.002 0.992 0.982 0.987 e = sitting 0.006 0.969 0.886 0.926 f = standing 0.002 0.984 1.000 0.992 g = running 0.006 0.930 0.400 0.560 h = walking ------------------------------------------------------- 0.025 0.886 0.843 0.836 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.943 0.920 a = climbing down 0.054 0.709 0.860 0.777 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.020 0.890 0.958 0.923 d = lying 0.032 0.821 0.975 0.892 e = sitting 0.006 0.961 0.851 0.902 f = standing 0.001 0.992 0.862 0.923 g = running 0.017 0.886 0.717 0.793 h = walking ------------------------------------------------------- 0.019 0.887 0.877 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.525 0.502 0.513 a = climbing down 0.091 0.661 0.915 0.768 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.020 0.861 0.755 0.805 d = lying 0.079 0.589 0.983 0.736 e = sitting 0.035 0.749 0.738 0.744 f = standing 0.001 0.997 0.678 0.807 g = running 0.011 0.885 0.584 0.704 h = walking ------------------------------------------------------- 0.041 0.774 0.735 0.736 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.080 0.570 0.861 0.685 a = climbing down 0.045 0.737 0.910 0.815 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.022 0.859 0.848 0.854 d = lying 0.058 0.655 0.853 0.741 e = sitting 0.039 0.698 0.634 0.664 f = standing 0.006 0.976 0.884 0.927 g = running 0.011 0.851 0.371 0.517 h = walking ------------------------------------------------------- 0.032 0.797 0.770 0.763 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.714 0.856 0.779 a = climbing down 0.084 0.508 0.605 0.552 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.075 0.686 0.903 0.780 d = lying 0.041 0.791 0.938 0.858 e = sitting 0.017 0.807 0.399 0.534 f = standing 0.000 0.998 0.998 0.998 g = running 0.027 0.730 0.474 0.575 h = walking ------------------------------------------------------- 0.039 0.761 0.749 0.737 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.052 0.579 0.564 0.572 a = climbing down 0.106 0.569 0.858 0.684 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.015 0.906 0.879 0.892 d = lying 0.023 0.817 0.713 0.762 e = sitting 0.059 0.702 0.808 0.751 f = standing 0.002 0.992 0.962 0.977 g = running 0.024 0.754 0.418 0.538 h = walking ------------------------------------------------------- 0.038 0.774 0.758 0.754 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.048 0.592 0.680 0.633 a = climbing down 0.090 0.533 0.359 0.429 b = climbing up 0.010 0.653 0.943 0.772 c = jumping 0.141 0.424 0.785 0.551 d = lying 0.056 0.685 0.809 0.742 e = sitting 0.064 0.404 0.275 0.327 f = standing 0.006 0.945 0.701 0.805 g = running 0.055 0.687 0.711 0.698 h = walking ------------------------------------------------------- 0.066 0.609 0.595 0.587 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.018 0.855 0.833 0.844 a = climbing down 0.080 0.584 0.828 0.685 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.009 0.949 0.970 0.960 d = lying 0.015 0.917 0.947 0.932 e = sitting 0.013 0.897 0.896 0.896 f = standing 0.001 0.996 0.945 0.970 g = running 0.022 0.818 0.566 0.669 h = walking ------------------------------------------------------- 0.020 0.875 0.862 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.063 0.534 0.828 0.649 a = climbing down 0.011 0.734 0.238 0.359 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.029 0.811 0.679 0.739 d = lying 0.021 0.853 0.591 0.698 e = sitting 0.109 0.569 0.901 0.698 f = standing 0.017 0.920 0.985 0.951 g = running 0.050 0.768 0.873 0.817 h = walking ------------------------------------------------------- 0.040 0.769 0.741 0.727 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.964 0.667 0.788 a = climbing down 0.080 0.684 0.969 0.802 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.006 0.926 0.439 0.595 d = lying 0.034 0.806 0.926 0.862 e = sitting 0.095 0.520 0.761 0.618 f = standing 0.002 0.989 0.989 0.989 g = running 0.018 0.881 0.751 0.811 h = walking ------------------------------------------------------- 0.032 0.835 0.794 0.791 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.888 0.921 a = climbing down 0.024 0.852 0.899 0.875 b = climbing up 0.000 0.993 0.863 0.924 c = jumping 0.011 0.942 0.975 0.958 d = lying 0.050 0.741 0.951 0.833 e = sitting 0.011 0.908 0.630 0.744 f = standing 0.004 0.979 0.999 0.989 g = running 0.019 0.900 0.912 0.906 h = walking ------------------------------------------------------- 0.017 0.901 0.894 0.892 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.844 0.791 0.817 a = climbing down 0.083 0.643 0.931 0.761 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.986 0.930 0.957 d = lying 0.101 0.541 0.963 0.693 e = sitting 0.015 0.832 0.413 0.552 f = standing 0.002 0.992 0.998 0.995 g = running 0.016 0.846 0.522 0.646 h = walking ------------------------------------------------------- 0.030 0.832 0.793 0.785 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.287 0.154 0.763 0.256 a = climbing down 0.004 0.867 0.160 0.271 b = climbing up 0.101 0.176 0.964 0.298 c = jumping 0.025 0.881 0.933 0.906 d = lying 0.021 0.890 0.937 0.913 e = sitting 0.018 0.884 0.786 0.832 f = standing 0.025 0.693 0.327 0.445 g = running 0.004 0.250 0.007 0.013 h = walking ------------------------------------------------------- 0.035 0.682 0.551 0.536 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.906 0.703 0.792 a = climbing down 0.064 0.666 0.849 0.746 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.978 0.877 0.924 d = lying 0.019 0.875 0.897 0.886 e = sitting 0.033 0.814 0.882 0.847 f = standing 0.000 0.998 0.998 0.998 g = running 0.029 0.828 0.767 0.796 h = walking ------------------------------------------------------- 0.021 0.874 0.864 0.865 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.886 0.776 0.827 a = climbing down 0.092 0.626 0.947 0.754 b = climbing up 0.000 0.990 0.752 0.855 c = jumping 0.017 0.660 0.173 0.274 d = lying 0.082 0.389 0.418 0.403 e = sitting 0.213 0.253 0.445 0.323 f = standing 0.011 0.940 0.978 0.959 g = running 0.010 0.915 0.589 0.717 h = walking ------------------------------------------------------- 0.059 0.685 0.620 0.615 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.112 0.561 0.922 0.697 a = climbing down 0.006 0.566 0.253 0.349 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.997 0.990 0.994 d = lying 0.016 0.932 0.964 0.948 e = sitting 0.004 0.978 0.923 0.950 f = standing 0.005 0.956 1.000 0.977 g = running 0.013 0.893 0.528 0.664 h = walking ------------------------------------------------------- 0.022 0.888 0.865 0.861 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.879 0.902 0.890 a = climbing down 0.047 0.743 0.877 0.805 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.058 0.743 0.980 0.846 d = lying 0.013 0.918 0.951 0.934 e = sitting 0.007 0.940 0.632 0.756 f = standing 0.002 0.992 0.941 0.966 g = running 0.017 0.894 0.759 0.821 h = walking ------------------------------------------------------- 0.022 0.879 0.865 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.077 0.532 0.575 0.552 a = climbing down 0.083 0.644 0.761 0.698 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.008 0.944 0.781 0.855 d = lying 0.061 0.653 0.983 0.785 e = sitting 0.027 0.778 0.724 0.750 f = standing 0.000 0.998 0.832 0.907 g = running 0.016 0.857 0.673 0.754 h = walking ------------------------------------------------------- 0.037 0.791 0.764 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.025 0.772 0.735 0.753 a = climbing down 0.036 0.705 0.625 0.662 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.035 0.702 0.559 0.623 d = lying 0.082 0.621 0.966 0.756 e = sitting 0.059 0.648 0.698 0.672 f = standing 0.003 0.985 0.734 0.841 g = running 0.062 0.689 0.808 0.744 h = walking ------------------------------------------------------- 0.039 0.759 0.736 0.736 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.051 0.624 0.622 0.623 a = climbing down 0.174 0.422 0.863 0.567 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.048 0.786 0.895 0.837 d = lying 0.022 0.821 0.689 0.749 e = sitting 0.062 0.638 0.626 0.632 f = standing 0.003 0.985 1.000 0.992 g = running 0.006 0.226 0.011 0.022 h = walking ------------------------------------------------------- 0.050 0.657 0.684 0.645 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.588 0.674 0.628 a = climbing down 0.038 0.769 0.736 0.752 b = climbing up 0.002 0.871 1.000 0.931 c = jumping 0.012 0.929 0.851 0.888 d = lying 0.025 0.796 0.718 0.755 e = sitting 0.062 0.675 0.812 0.737 f = standing 0.001 0.995 0.946 0.970 g = running 0.047 0.709 0.676 0.692 h = walking ------------------------------------------------------- 0.032 0.795 0.786 0.789 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.042 0.683 0.869 0.765 a = climbing down 0.042 0.769 0.503 0.608 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.041 0.614 0.426 0.503 d = lying 0.037 0.784 0.914 0.844 e = sitting 0.155 0.413 0.709 0.522 f = standing 0.026 0.853 0.982 0.913 g = running 0.012 0.909 0.731 0.810 h = walking ------------------------------------------------------- 0.049 0.730 0.694 0.685 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.985 0.653 0.786 a = climbing down 0.022 0.827 0.772 0.799 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.004 0.979 0.974 0.976 d = lying 0.036 0.782 0.885 0.830 e = sitting 0.029 0.833 0.841 0.837 f = standing 0.001 0.997 0.904 0.948 g = running 0.062 0.722 0.947 0.820 h = walking ------------------------------------------------------- 0.021 0.882 0.867 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.811 0.831 0.821 a = climbing down 0.026 0.752 0.753 0.753 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.049 0.761 0.769 0.765 d = lying 0.024 0.828 0.582 0.684 e = sitting 0.084 0.613 0.814 0.699 f = standing 0.005 0.977 1.000 0.988 g = running 0.015 0.921 0.911 0.916 h = walking ------------------------------------------------------- 0.031 0.821 0.811 0.810 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.896 0.561 0.690 a = climbing down 0.053 0.685 0.730 0.707 b = climbing up 0.000 1.000 0.744 0.853 c = jumping 0.009 0.952 0.960 0.956 d = lying 0.042 0.756 0.883 0.815 e = sitting 0.019 0.867 0.725 0.790 f = standing 0.006 0.966 0.995 0.980 g = running 0.064 0.697 0.872 0.775 h = walking ------------------------------------------------------- 0.028 0.838 0.826 0.824 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.046 0.658 0.760 0.705 a = climbing down 0.131 0.479 0.767 0.590 b = climbing up 0.000 0.969 0.772 0.860 c = jumping 0.002 0.989 0.983 0.986 d = lying 0.104 0.537 0.773 0.633 e = sitting 0.034 0.597 0.316 0.413 f = standing 0.004 0.978 0.996 0.987 g = running 0.007 0.909 0.389 0.544 h = walking ------------------------------------------------------- 0.043 0.757 0.715 0.706 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.794 0.527 0.633 a = climbing down 0.171 0.482 0.955 0.640 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.984 0.959 0.972 d = lying 0.074 0.601 0.860 0.707 e = sitting 0.021 0.773 0.470 0.584 f = standing 0.001 0.993 1.000 0.997 g = running 0.012 0.809 0.287 0.424 h = walking ------------------------------------------------------- 0.040 0.795 0.741 0.727 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.263 0.199 0.947 0.329 a = climbing down 0.004 0.874 0.168 0.282 b = climbing up 0.000 0.978 0.993 0.985 c = jumping 0.000 1.000 0.277 0.434 d = lying 0.135 0.563 0.994 0.719 e = sitting 0.129 0.233 0.244 0.238 f = standing 0.010 0.947 0.997 0.971 g = running 0.016 0.602 0.112 0.190 h = walking ------------------------------------------------------- 0.060 0.681 0.503 0.472 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.842 0.753 0.795 a = climbing down 0.112 0.542 0.848 0.661 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.017 0.874 0.656 0.749 d = lying 0.014 0.828 0.440 0.575 e = sitting 0.130 0.554 0.907 0.688 f = standing 0.000 0.999 0.967 0.983 g = running 0.019 0.824 0.508 0.629 h = walking ------------------------------------------------------- 0.044 0.786 0.736 0.734 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.625 0.746 a = climbing down 0.095 0.623 0.965 0.757 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.015 0.905 0.746 0.818 d = lying 0.049 0.388 0.247 0.302 e = sitting 0.133 0.431 0.624 0.510 f = standing 0.002 0.986 0.968 0.977 g = running 0.014 0.906 0.751 0.821 h = walking ------------------------------------------------------- 0.043 0.760 0.728 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.136 0.520 0.951 0.672 a = climbing down 0.008 0.589 0.392 0.471 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.009 0.960 0.933 0.946 d = lying 0.014 0.940 0.970 0.955 e = sitting 0.011 0.942 0.903 0.922 f = standing 0.007 0.939 1.000 0.968 g = running 0.008 0.905 0.374 0.529 h = walking ------------------------------------------------------- 0.027 0.873 0.833 0.824 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.915 0.931 0.923 a = climbing down 0.067 0.674 0.904 0.772 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.061 0.689 0.809 0.744 d = lying 0.022 0.868 0.967 0.915 e = sitting 0.032 0.759 0.621 0.683 f = standing 0.005 0.974 0.889 0.930 g = running 0.014 0.896 0.635 0.743 h = walking ------------------------------------------------------- 0.029 0.831 0.818 0.817 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.481 0.427 0.452 a = climbing down 0.101 0.647 0.924 0.761 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.033 0.790 0.770 0.780 d = lying 0.088 0.557 0.978 0.710 e = sitting 0.027 0.770 0.617 0.685 f = standing 0.000 1.000 0.676 0.807 g = running 0.015 0.840 0.562 0.673 h = walking ------------------------------------------------------- 0.045 0.750 0.711 0.710 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.027 0.743 0.659 0.699 a = climbing down 0.052 0.694 0.869 0.772 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.020 0.852 0.751 0.798 d = lying 0.075 0.642 0.975 0.774 e = sitting 0.034 0.790 0.818 0.804 f = standing 0.005 0.976 0.749 0.848 g = running 0.020 0.863 0.765 0.811 h = walking ------------------------------------------------------- 0.030 0.819 0.795 0.797 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.068 0.624 0.793 0.698 a = climbing down 0.133 0.383 0.563 0.456 b = climbing up 0.001 0.111 0.333 0.167 c = jumping 0.034 0.833 0.871 0.851 d = lying 0.021 0.871 0.979 0.922 e = sitting 0.020 0.862 0.717 0.783 f = standing 0.001 0.997 0.993 0.995 g = running 0.024 0.577 0.198 0.295 h = walking ------------------------------------------------------- 0.040 0.750 0.738 0.726 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.035 0.682 0.594 0.635 a = climbing down 0.049 0.726 0.789 0.756 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.021 0.846 0.681 0.755 d = lying 0.022 0.817 0.703 0.756 e = sitting 0.092 0.603 0.803 0.689 f = standing 0.002 0.991 0.953 0.972 g = running 0.023 0.873 0.900 0.886 h = walking ------------------------------------------------------- 0.034 0.802 0.791 0.792 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.797 0.795 0.796 a = climbing down 0.021 0.869 0.494 0.630 b = climbing up 0.000 1.000 0.052 0.098 c = jumping 0.038 0.644 0.519 0.574 d = lying 0.027 0.833 0.893 0.862 e = sitting 0.138 0.468 0.771 0.583 f = standing 0.025 0.859 0.964 0.909 g = running 0.038 0.803 0.933 0.863 h = walking ------------------------------------------------------- 0.042 0.768 0.734 0.724 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.019 0.834 0.769 0.800 a = climbing down 0.045 0.633 0.582 0.606 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.009 0.950 0.974 0.961 d = lying 0.040 0.755 0.833 0.792 e = sitting 0.040 0.785 0.865 0.823 f = standing 0.002 0.986 0.756 0.856 g = running 0.052 0.745 0.905 0.817 h = walking ------------------------------------------------------- 0.028 0.829 0.820 0.819 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.063 0.560 0.916 0.695 a = climbing down 0.009 0.816 0.311 0.451 b = climbing up 0.000 1.000 0.885 0.939 c = jumping 0.031 0.772 0.532 0.630 d = lying 0.042 0.779 0.751 0.764 e = sitting 0.096 0.577 0.816 0.676 f = standing 0.006 0.971 0.996 0.983 g = running 0.041 0.804 0.886 0.843 h = walking ------------------------------------------------------- 0.039 0.776 0.752 0.741 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.880 0.653 0.750 a = climbing down 0.064 0.695 0.851 0.765 b = climbing up 0.000 0.993 0.850 0.916 c = jumping 0.014 0.896 0.699 0.785 d = lying 0.037 0.778 0.909 0.838 e = sitting 0.058 0.678 0.724 0.700 f = standing 0.004 0.980 0.984 0.982 g = running 0.032 0.810 0.822 0.816 h = walking ------------------------------------------------------- 0.031 0.821 0.810 0.810 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.855 0.896 0.875 a = climbing down 0.016 0.886 0.812 0.848 b = climbing up 0.000 0.992 0.732 0.842 c = jumping 0.011 0.943 0.949 0.946 d = lying 0.036 0.726 0.647 0.684 e = sitting 0.060 0.678 0.741 0.708 f = standing 0.007 0.962 0.997 0.979 g = running 0.021 0.889 0.918 0.903 h = walking ------------------------------------------------------- 0.023 0.855 0.854 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.837 0.572 0.679 a = climbing down 0.142 0.518 0.969 0.675 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.004 0.974 0.849 0.907 d = lying 0.098 0.528 0.885 0.661 e = sitting 0.035 0.698 0.417 0.522 f = standing 0.006 0.968 0.998 0.983 g = running 0.005 0.932 0.427 0.586 h = walking ------------------------------------------------------- 0.039 0.798 0.737 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.285 0.175 0.878 0.292 a = climbing down 0.016 0.490 0.104 0.171 b = climbing up 0.146 0.134 0.994 0.235 c = jumping 0.002 0.990 0.905 0.945 d = lying 0.127 0.555 0.940 0.698 e = sitting 0.013 0.817 0.328 0.468 f = standing 0.013 0.364 0.043 0.076 g = running 0.016 0.020 0.002 0.003 h = walking ------------------------------------------------------- 0.049 0.503 0.432 0.385 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.042 0.668 0.702 0.685 a = climbing down 0.100 0.510 0.697 0.589 b = climbing up 0.002 0.824 0.455 0.586 c = jumping 0.078 0.605 0.662 0.632 d = lying 0.039 0.695 0.608 0.649 e = sitting 0.109 0.408 0.413 0.411 f = standing 0.004 0.974 0.870 0.919 g = running 0.030 0.796 0.653 0.717 h = walking ------------------------------------------------------- 0.056 0.672 0.653 0.658 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.002 0.981 0.769 0.862 a = climbing down 0.041 0.774 0.899 0.832 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.005 0.967 0.817 0.886 d = lying 0.095 0.383 0.368 0.375 e = sitting 0.129 0.314 0.381 0.344 f = standing 0.002 0.988 0.997 0.993 g = running 0.022 0.879 0.904 0.892 h = walking ------------------------------------------------------- 0.041 0.764 0.744 0.750 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.073 0.674 0.970 0.795 a = climbing down 0.008 0.600 0.387 0.471 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.999 0.987 0.993 d = lying 0.017 0.931 0.984 0.957 e = sitting 0.005 0.975 0.913 0.943 f = standing 0.002 0.984 1.000 0.992 g = running 0.004 0.976 0.705 0.819 h = walking ------------------------------------------------------- 0.015 0.922 0.907 0.906 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.784 0.972 0.868 a = climbing down 0.022 0.823 0.674 0.741 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.053 0.756 0.988 0.857 d = lying 0.042 0.775 0.975 0.864 e = sitting 0.004 0.967 0.667 0.790 f = standing 0.000 0.999 0.692 0.818 g = running 0.049 0.769 0.877 0.820 h = walking ------------------------------------------------------- 0.027 0.850 0.828 0.824 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.620 0.601 0.611 a = climbing down 0.102 0.631 0.889 0.738 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.948 0.810 0.874 d = lying 0.059 0.654 0.976 0.784 e = sitting 0.026 0.789 0.774 0.781 f = standing 0.001 0.997 0.804 0.890 g = running 0.007 0.918 0.553 0.690 h = walking ------------------------------------------------------- 0.035 0.812 0.777 0.779 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.024 0.796 0.801 0.799 a = climbing down 0.039 0.758 0.877 0.813 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.040 0.750 0.816 0.781 d = lying 0.052 0.719 0.937 0.814 e = sitting 0.034 0.760 0.694 0.725 f = standing 0.002 0.993 0.821 0.899 g = running 0.020 0.866 0.770 0.815 h = walking ------------------------------------------------------- 0.027 0.830 0.817 0.818 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.738 0.796 0.766 a = climbing down 0.100 0.451 0.592 0.512 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.007 0.959 0.948 0.954 d = lying 0.022 0.860 0.790 0.823 e = sitting 0.043 0.780 0.843 0.810 f = standing 0.001 0.995 0.999 0.997 g = running 0.037 0.643 0.422 0.509 h = walking ------------------------------------------------------- 0.032 0.795 0.787 0.786 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.837 0.461 0.594 a = climbing down 0.092 0.610 0.876 0.719 b = climbing up 0.002 0.906 0.977 0.940 c = jumping 0.010 0.929 0.805 0.863 d = lying 0.052 0.652 0.678 0.665 e = sitting 0.070 0.611 0.665 0.637 f = standing 0.001 0.996 0.938 0.966 g = running 0.030 0.828 0.826 0.827 h = walking ------------------------------------------------------- 0.037 0.790 0.769 0.769 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.817 0.846 a = climbing down 0.034 0.821 0.558 0.664 b = climbing up 0.000 1.000 0.293 0.453 c = jumping 0.050 0.596 0.563 0.579 d = lying 0.032 0.799 0.860 0.829 e = sitting 0.122 0.473 0.702 0.565 f = standing 0.019 0.888 0.981 0.932 g = running 0.031 0.829 0.874 0.851 h = walking ------------------------------------------------------- 0.042 0.764 0.741 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.949 0.796 0.866 a = climbing down 0.041 0.745 0.903 0.816 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.972 0.990 0.981 d = lying 0.034 0.785 0.731 0.757 e = sitting 0.050 0.732 0.818 0.773 f = standing 0.001 0.996 0.947 0.971 g = running 0.025 0.846 0.803 0.824 h = walking ------------------------------------------------------- 0.022 0.868 0.862 0.863 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.696 0.956 0.806 a = climbing down 0.025 0.726 0.656 0.689 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.007 0.955 0.775 0.856 d = lying 0.024 0.740 0.325 0.452 e = sitting 0.163 0.474 0.907 0.622 f = standing 0.003 0.983 0.988 0.986 g = running 0.012 0.930 0.811 0.866 h = walking ------------------------------------------------------- 0.036 0.811 0.765 0.760 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.927 0.737 0.821 a = climbing down 0.061 0.683 0.857 0.760 b = climbing up 0.000 0.992 0.819 0.897 c = jumping 0.005 0.974 0.954 0.964 d = lying 0.057 0.675 0.831 0.745 e = sitting 0.029 0.804 0.663 0.726 f = standing 0.005 0.974 0.993 0.983 g = running 0.027 0.826 0.772 0.798 h = walking ------------------------------------------------------- 0.026 0.846 0.834 0.835 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.836 0.785 0.810 a = climbing down 0.106 0.571 0.903 0.700 b = climbing up 0.000 0.980 0.805 0.884 c = jumping 0.001 0.993 0.987 0.990 d = lying 0.076 0.609 0.752 0.673 e = sitting 0.041 0.671 0.528 0.591 f = standing 0.004 0.978 0.997 0.988 g = running 0.005 0.945 0.503 0.657 h = walking ------------------------------------------------------- 0.034 0.814 0.782 0.780 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.708 0.654 0.680 a = climbing down 0.134 0.523 0.867 0.652 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.990 0.961 0.975 d = lying 0.109 0.532 0.949 0.681 e = sitting 0.011 0.789 0.267 0.398 f = standing 0.002 0.987 0.999 0.993 g = running 0.017 0.777 0.334 0.467 h = walking ------------------------------------------------------- 0.040 0.780 0.732 0.713 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.159 0.275 0.898 0.421 a = climbing down 0.007 0.894 0.319 0.470 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.000 1.000 0.538 0.700 d = lying 0.107 0.616 0.949 0.747 e = sitting 0.091 0.363 0.333 0.347 f = standing 0.020 0.899 1.000 0.947 g = running 0.005 0.962 0.625 0.757 h = walking ------------------------------------------------------- 0.043 0.773 0.656 0.660 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.821 0.838 0.829 a = climbing down 0.017 0.851 0.662 0.745 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.917 0.952 0.934 d = lying 0.051 0.696 0.807 0.748 e = sitting 0.025 0.828 0.684 0.749 f = standing 0.001 0.995 0.998 0.997 g = running 0.038 0.820 0.963 0.885 h = walking ------------------------------------------------------- 0.023 0.856 0.853 0.851 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.375 0.257 0.943 0.404 a = climbing down 0.012 0.886 0.511 0.648 b = climbing up 0.000 0.993 0.986 0.990 c = jumping 0.017 0.913 0.985 0.948 d = lying 0.060 0.423 0.360 0.389 e = sitting 0.066 0.463 0.383 0.419 f = standing 0.037 0.610 0.321 0.421 g = running 0.001 0.100 0.001 0.002 h = walking ------------------------------------------------------- 0.071 0.543 0.502 0.476 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.268 0.319 0.910 0.473 a = climbing down 0.012 0.757 0.277 0.406 b = climbing up 0.004 0.830 0.915 0.870 c = jumping 0.087 0.625 0.920 0.744 d = lying 0.001 0.996 0.990 0.993 e = sitting 0.013 0.868 0.490 0.626 f = standing 0.005 0.970 0.971 0.970 g = running 0.002 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.049 0.671 0.684 0.635 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.110 0.503 0.843 0.630 a = climbing down 0.070 0.657 0.896 0.758 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.956 0.910 0.932 d = lying 0.017 0.907 0.977 0.941 e = sitting 0.015 0.894 0.922 0.908 f = standing 0.003 0.987 0.923 0.954 g = running 0.015 0.609 0.128 0.212 h = walking ------------------------------------------------------- 0.030 0.802 0.794 0.766 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.618 0.213 0.316 a = climbing down 0.137 0.581 0.979 0.729 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.003 0.977 0.815 0.889 d = lying 0.072 0.613 0.987 0.757 e = sitting 0.025 0.828 0.817 0.823 f = standing 0.002 0.991 0.699 0.820 g = running 0.029 0.794 0.780 0.787 h = walking ------------------------------------------------------- 0.040 0.788 0.753 0.738 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.176 0.382 0.888 0.534 a = climbing down 0.021 0.835 0.763 0.797 b = climbing up 0.000 1.000 0.113 0.202 c = jumping 0.016 0.862 0.644 0.737 d = lying 0.069 0.630 0.904 0.743 e = sitting 0.063 0.616 0.717 0.663 f = standing 0.022 0.915 0.817 0.863 g = running 0.018 0.233 0.031 0.054 h = walking ------------------------------------------------------- 0.047 0.669 0.662 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.832 0.745 0.786 a = climbing down 0.079 0.587 0.783 0.671 b = climbing up 0.000 0.250 0.333 0.286 c = jumping 0.056 0.734 0.844 0.785 d = lying 0.017 0.891 0.964 0.926 e = sitting 0.028 0.784 0.594 0.676 f = standing 0.001 0.994 0.992 0.993 g = running 0.031 0.795 0.658 0.720 h = walking ------------------------------------------------------- 0.033 0.807 0.798 0.797 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.216 0.331 0.725 0.455 a = climbing down 0.041 0.671 0.506 0.577 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.022 0.838 0.847 0.842 d = lying 0.026 0.829 0.854 0.842 e = sitting 0.040 0.763 0.748 0.755 f = standing 0.001 0.995 0.958 0.976 g = running 0.018 0.413 0.077 0.130 h = walking ------------------------------------------------------- 0.048 0.707 0.683 0.668 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.628 0.605 0.616 a = climbing down 0.039 0.816 0.557 0.662 b = climbing up 0.000 0.994 0.972 0.983 c = jumping 0.052 0.652 0.695 0.673 d = lying 0.026 0.857 0.971 0.911 e = sitting 0.092 0.560 0.737 0.636 f = standing 0.014 0.875 0.624 0.728 g = running 0.066 0.687 0.926 0.789 h = walking ------------------------------------------------------- 0.045 0.746 0.726 0.723 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.864 0.706 0.777 a = climbing down 0.042 0.732 0.814 0.771 b = climbing up 0.000 1.000 0.930 0.964 c = jumping 0.022 0.888 0.966 0.925 d = lying 0.043 0.771 0.962 0.856 e = sitting 0.013 0.896 0.833 0.864 f = standing 0.002 0.990 0.784 0.875 g = running 0.039 0.795 0.853 0.823 h = walking ------------------------------------------------------- 0.023 0.859 0.849 0.849 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.507 0.789 0.617 a = climbing down 0.015 0.790 0.466 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.830 0.273 0.410 d = lying 0.018 0.900 0.836 0.867 e = sitting 0.146 0.491 0.890 0.633 f = standing 0.012 0.939 0.996 0.967 g = running 0.024 0.848 0.726 0.782 h = walking ------------------------------------------------------- 0.042 0.779 0.723 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.793 0.529 0.635 a = climbing down 0.028 0.812 0.690 0.746 b = climbing up 0.005 0.806 0.911 0.856 c = jumping 0.006 0.919 0.385 0.543 d = lying 0.027 0.850 0.925 0.886 e = sitting 0.095 0.540 0.858 0.663 f = standing 0.004 0.977 0.881 0.927 g = running 0.098 0.657 0.952 0.778 h = walking ------------------------------------------------------- 0.038 0.799 0.759 0.751 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.067 0.575 0.679 0.623 a = climbing down 0.132 0.519 0.933 0.667 b = climbing up 0.009 0.691 0.864 0.768 c = jumping 0.026 0.853 0.859 0.856 d = lying 0.064 0.638 0.759 0.693 e = sitting 0.052 0.618 0.505 0.556 f = standing 0.008 0.954 0.941 0.948 g = running 0.006 0.758 0.112 0.195 h = walking ------------------------------------------------------- 0.048 0.712 0.683 0.650 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.066 0.594 0.857 0.702 a = climbing down 0.056 0.689 0.861 0.765 b = climbing up 0.031 0.417 0.967 0.583 c = jumping 0.002 0.987 0.872 0.926 d = lying 0.078 0.707 0.950 0.811 e = sitting 0.030 0.752 0.539 0.628 f = standing 0.001 0.994 0.792 0.882 g = running 0.012 0.864 0.431 0.575 h = walking ------------------------------------------------------- 0.034 0.799 0.758 0.754 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.073 0.402 0.691 0.508 a = climbing down 0.004 0.935 0.377 0.537 b = climbing up 0.000 1.000 0.357 0.526 c = jumping 0.003 0.985 0.889 0.935 d = lying 0.038 0.814 0.988 0.893 e = sitting 0.011 0.927 0.825 0.873 f = standing 0.210 0.470 0.997 0.639 g = running 0.002 0.959 0.219 0.357 h = walking ------------------------------------------------------- 0.046 0.822 0.706 0.686 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.717 0.401 0.514 a = climbing down 0.116 0.523 0.818 0.638 b = climbing up 0.001 0.964 0.975 0.970 c = jumping 0.003 0.984 0.925 0.954 d = lying 0.011 0.881 0.586 0.704 e = sitting 0.072 0.670 0.923 0.776 f = standing 0.000 0.997 0.950 0.973 g = running 0.068 0.594 0.537 0.564 h = walking ------------------------------------------------------- 0.041 0.774 0.748 0.744 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.290 0.311 0.966 0.470 a = climbing down 0.005 0.916 0.327 0.482 b = climbing up 0.004 0.812 0.949 0.875 c = jumping 0.046 0.794 1.000 0.885 d = lying 0.084 0.410 0.368 0.388 e = sitting 0.058 0.466 0.354 0.402 f = standing 0.016 0.907 0.865 0.885 g = running 0.003 0.500 0.017 0.032 h = walking ------------------------------------------------------- 0.064 0.634 0.558 0.518 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.177 0.427 0.939 0.587 a = climbing down 0.027 0.741 0.574 0.647 b = climbing up 0.004 0.830 0.969 0.894 c = jumping 0.021 0.884 0.992 0.935 d = lying 0.001 0.996 0.970 0.983 e = sitting 0.006 0.960 0.863 0.909 f = standing 0.001 0.992 0.969 0.980 g = running 0.006 0.858 0.197 0.321 h = walking ------------------------------------------------------- 0.030 0.849 0.787 0.772 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.036 0.748 0.868 0.804 a = climbing down 0.050 0.726 0.878 0.795 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.975 0.987 0.981 d = lying 0.025 0.860 0.937 0.897 e = sitting 0.010 0.924 0.871 0.897 f = standing 0.001 0.996 0.938 0.966 g = running 0.014 0.896 0.657 0.758 h = walking ------------------------------------------------------- 0.018 0.887 0.878 0.878 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.609 0.382 0.469 a = climbing down 0.232 0.457 0.983 0.624 b = climbing up 0.001 0.934 0.962 0.948 c = jumping 0.007 0.952 0.859 0.903 d = lying 0.077 0.587 0.934 0.721 e = sitting 0.056 0.585 0.609 0.597 f = standing 0.001 0.993 0.470 0.638 g = running 0.025 0.458 0.143 0.218 h = walking ------------------------------------------------------- 0.062 0.688 0.625 0.603 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.164 0.384 0.860 0.531 a = climbing down 0.034 0.776 0.846 0.810 b = climbing up 0.000 1.000 0.450 0.621 c = jumping 0.027 0.812 0.777 0.794 d = lying 0.130 0.447 0.802 0.574 e = sitting 0.059 0.505 0.421 0.459 f = standing 0.014 0.939 0.705 0.806 g = running 0.007 0.247 0.014 0.026 h = walking ------------------------------------------------------- 0.052 0.629 0.616 0.585 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.773 0.780 0.777 a = climbing down 0.068 0.625 0.831 0.713 b = climbing up 0.000 0.992 0.963 0.977 c = jumping 0.033 0.827 0.928 0.875 d = lying 0.028 0.859 0.962 0.908 e = sitting 0.013 0.895 0.666 0.764 f = standing 0.002 0.991 0.999 0.995 g = running 0.017 0.870 0.637 0.736 h = walking ------------------------------------------------------- 0.025 0.847 0.836 0.834 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.086 0.583 0.801 0.675 a = climbing down 0.020 0.848 0.651 0.737 b = climbing up 0.004 0.833 0.988 0.904 c = jumping 0.007 0.947 0.941 0.944 d = lying 0.041 0.747 0.800 0.772 e = sitting 0.036 0.773 0.760 0.767 f = standing 0.001 0.993 0.919 0.955 g = running 0.047 0.683 0.622 0.651 h = walking ------------------------------------------------------- 0.032 0.804 0.790 0.792 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.344 0.105 0.161 a = climbing down 0.245 0.383 0.504 0.436 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.121 0.484 0.805 0.604 d = lying 0.053 0.733 0.922 0.817 e = sitting 0.044 0.536 0.319 0.400 f = standing 0.044 0.767 0.930 0.841 g = running 0.007 0.787 0.170 0.280 h = walking ------------------------------------------------------- 0.093 0.580 0.562 0.525 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.678 0.801 a = climbing down 0.054 0.693 0.886 0.778 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.048 0.782 0.931 0.850 e = sitting 0.018 0.858 0.842 0.850 f = standing 0.003 0.985 0.804 0.886 g = running 0.028 0.844 0.844 0.844 h = walking ------------------------------------------------------- 0.022 0.876 0.860 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.719 0.845 0.777 a = climbing down 0.020 0.752 0.606 0.671 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.003 0.978 0.686 0.806 d = lying 0.028 0.830 0.688 0.752 e = sitting 0.104 0.579 0.890 0.702 f = standing 0.013 0.938 0.993 0.964 g = running 0.013 0.929 0.874 0.901 h = walking ------------------------------------------------------- 0.029 0.837 0.811 0.813 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.908 0.635 0.747 a = climbing down 0.036 0.733 0.632 0.679 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.004 0.976 0.883 0.927 d = lying 0.040 0.803 0.910 0.853 e = sitting 0.025 0.794 0.739 0.765 f = standing 0.003 0.985 0.970 0.977 g = running 0.084 0.684 0.928 0.787 h = walking ------------------------------------------------------- 0.029 0.842 0.830 0.829 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.797 0.815 a = climbing down 0.030 0.807 0.807 0.807 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.052 0.759 0.921 0.832 e = sitting 0.016 0.861 0.669 0.753 f = standing 0.003 0.982 0.999 0.990 g = running 0.024 0.873 0.885 0.879 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.874 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.785 0.629 0.699 a = climbing down 0.100 0.555 0.762 0.642 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.001 0.992 0.972 0.982 d = lying 0.065 0.700 0.827 0.758 e = sitting 0.005 0.876 0.246 0.384 f = standing 0.068 0.720 0.997 0.836 g = running 0.042 0.738 0.622 0.675 h = walking ------------------------------------------------------- 0.044 0.770 0.744 0.727 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.015 0.512 0.232 0.320 a = climbing down 0.010 0.912 0.654 0.761 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.002 0.990 0.925 0.956 d = lying 0.016 0.918 0.974 0.945 e = sitting 0.011 0.931 0.918 0.925 f = standing 0.097 0.665 0.999 0.799 g = running 0.007 0.965 0.941 0.953 h = walking ------------------------------------------------------- 0.023 0.874 0.866 0.858 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.674 0.602 0.636 a = climbing down 0.186 0.414 0.881 0.564 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.003 0.984 0.979 0.981 d = lying 0.033 0.797 0.783 0.790 e = sitting 0.037 0.771 0.806 0.788 f = standing 0.009 0.956 0.990 0.973 g = running 0.014 0.285 0.031 0.056 h = walking ------------------------------------------------------- 0.042 0.706 0.723 0.687 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.531 0.794 0.636 a = climbing down 0.064 0.712 0.917 0.802 b = climbing up 0.002 0.902 1.000 0.948 c = jumping 0.008 0.953 0.990 0.971 d = lying 0.069 0.472 0.350 0.402 e = sitting 0.106 0.384 0.471 0.423 f = standing 0.006 0.933 0.478 0.632 g = running 0.017 0.886 0.735 0.804 h = walking ------------------------------------------------------- 0.048 0.712 0.683 0.679 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.183 0.417 0.945 0.579 a = climbing down 0.011 0.871 0.545 0.670 b = climbing up 0.004 0.847 0.976 0.907 c = jumping 0.028 0.829 0.867 0.848 d = lying 0.001 0.993 0.958 0.975 e = sitting 0.027 0.845 0.828 0.836 f = standing 0.002 0.989 0.895 0.940 g = running 0.007 0.887 0.320 0.470 h = walking ------------------------------------------------------- 0.033 0.844 0.770 0.769 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.853 0.910 0.881 a = climbing down 0.049 0.729 0.873 0.795 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.005 0.973 0.966 0.970 d = lying 0.031 0.828 0.966 0.892 e = sitting 0.008 0.937 0.907 0.922 f = standing 0.001 0.994 0.874 0.930 g = running 0.016 0.892 0.723 0.799 h = walking ------------------------------------------------------- 0.017 0.895 0.886 0.887 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.042 0.560 0.338 0.422 a = climbing down 0.142 0.573 0.980 0.723 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.006 0.953 0.866 0.907 d = lying 0.080 0.583 0.980 0.731 e = sitting 0.018 0.862 0.771 0.814 f = standing 0.003 0.985 0.701 0.819 g = running 0.008 0.916 0.572 0.704 h = walking ------------------------------------------------------- 0.042 0.791 0.743 0.739 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.146 0.410 0.835 0.550 a = climbing down 0.048 0.726 0.910 0.808 b = climbing up 0.000 1.000 0.497 0.664 c = jumping 0.012 0.915 0.772 0.837 d = lying 0.054 0.682 0.906 0.778 e = sitting 0.046 0.683 0.700 0.691 f = standing 0.011 0.958 0.884 0.919 g = running 0.005 0.669 0.061 0.111 h = walking ------------------------------------------------------- 0.039 0.756 0.716 0.684 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.848 0.805 0.826 a = climbing down 0.088 0.527 0.706 0.604 b = climbing up 0.000 0.982 0.982 0.982 c = jumping 0.036 0.812 0.932 0.868 d = lying 0.021 0.883 0.914 0.898 e = sitting 0.020 0.854 0.696 0.767 f = standing 0.001 0.994 0.993 0.993 g = running 0.031 0.762 0.580 0.659 h = walking ------------------------------------------------------- 0.029 0.823 0.812 0.812 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.115 0.490 0.744 0.591 a = climbing down 0.035 0.747 0.644 0.692 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.018 0.872 0.921 0.896 d = lying 0.029 0.798 0.757 0.777 e = sitting 0.045 0.747 0.785 0.765 f = standing 0.002 0.991 0.942 0.966 g = running 0.017 0.839 0.562 0.673 h = walking ------------------------------------------------------- 0.035 0.796 0.773 0.776 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.747 0.768 0.757 a = climbing down 0.023 0.886 0.571 0.694 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.038 0.686 0.649 0.667 d = lying 0.028 0.848 0.923 0.884 e = sitting 0.099 0.561 0.799 0.659 f = standing 0.006 0.960 0.894 0.926 g = running 0.043 0.773 0.928 0.844 h = walking ------------------------------------------------------- 0.036 0.799 0.777 0.776 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.888 0.833 0.860 a = climbing down 0.048 0.713 0.889 0.792 b = climbing up 0.000 0.988 0.936 0.961 c = jumping 0.011 0.937 0.972 0.954 d = lying 0.044 0.798 0.955 0.869 e = sitting 0.012 0.905 0.861 0.883 f = standing 0.002 0.991 0.819 0.897 g = running 0.014 0.910 0.791 0.846 h = walking ------------------------------------------------------- 0.019 0.887 0.875 0.877 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.049 0.581 0.569 0.575 a = climbing down 0.088 0.529 0.769 0.627 b = climbing up 0.000 0.994 0.939 0.966 c = jumping 0.028 0.726 0.429 0.539 d = lying 0.043 0.671 0.456 0.543 e = sitting 0.172 0.394 0.717 0.508 f = standing 0.054 0.776 0.990 0.870 g = running 0.012 0.843 0.357 0.501 h = walking ------------------------------------------------------- 0.060 0.667 0.615 0.606 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.894 0.651 0.753 a = climbing down 0.038 0.780 0.753 0.766 b = climbing up 0.000 0.994 0.915 0.953 c = jumping 0.004 0.959 0.536 0.688 d = lying 0.046 0.762 0.919 0.833 e = sitting 0.066 0.593 0.739 0.658 f = standing 0.005 0.970 0.978 0.974 g = running 0.065 0.737 0.921 0.819 h = walking ------------------------------------------------------- 0.033 0.821 0.799 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.816 0.888 a = climbing down 0.035 0.798 0.912 0.851 b = climbing up 0.000 0.982 0.880 0.928 c = jumping 0.007 0.958 0.983 0.971 d = lying 0.049 0.749 0.892 0.815 e = sitting 0.019 0.849 0.659 0.742 f = standing 0.005 0.970 0.996 0.983 g = running 0.024 0.865 0.858 0.861 h = walking ------------------------------------------------------- 0.020 0.882 0.877 0.875 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.906 0.700 0.790 a = climbing down 0.058 0.697 0.903 0.787 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.993 0.960 0.976 d = lying 0.089 0.675 0.962 0.793 e = sitting 0.011 0.869 0.448 0.591 f = standing 0.004 0.979 0.998 0.988 g = running 0.026 0.845 0.776 0.809 h = walking ------------------------------------------------------- 0.029 0.852 0.832 0.825 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.146 0.177 0.455 0.255 a = climbing down 0.003 0.933 0.270 0.418 b = climbing up 0.000 1.000 0.897 0.946 c = jumping 0.002 0.988 0.949 0.968 d = lying 0.013 0.932 0.980 0.955 e = sitting 0.007 0.960 0.935 0.947 f = standing 0.086 0.688 1.000 0.815 g = running 0.000 0.996 0.528 0.690 h = walking ------------------------------------------------------- 0.027 0.870 0.770 0.776 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.814 0.679 0.741 a = climbing down 0.072 0.602 0.756 0.670 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.989 0.954 0.971 d = lying 0.016 0.890 0.901 0.895 e = sitting 0.020 0.875 0.899 0.887 f = standing 0.002 0.990 0.984 0.987 g = running 0.040 0.772 0.725 0.747 h = walking ------------------------------------------------------- 0.024 0.856 0.849 0.850 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.847 0.709 0.772 a = climbing down 0.072 0.711 0.943 0.811 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.015 0.918 0.963 0.940 d = lying 0.107 0.318 0.423 0.363 e = sitting 0.064 0.522 0.369 0.433 f = standing 0.001 0.991 0.926 0.958 g = running 0.022 0.855 0.751 0.800 h = walking ------------------------------------------------------- 0.041 0.754 0.742 0.741 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.211 0.365 0.868 0.514 a = climbing down 0.008 0.746 0.165 0.270 b = climbing up 0.009 0.703 1.000 0.826 c = jumping 0.002 0.987 0.976 0.981 d = lying 0.012 0.934 0.975 0.955 e = sitting 0.005 0.964 0.907 0.934 f = standing 0.004 0.980 0.942 0.961 g = running 0.019 0.792 0.407 0.538 h = walking ------------------------------------------------------- 0.034 0.833 0.763 0.753 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.031 0.770 0.859 0.812 a = climbing down 0.175 0.438 0.859 0.580 b = climbing up 0.027 0.444 0.994 0.614 c = jumping 0.049 0.766 0.930 0.840 d = lying 0.005 0.970 0.918 0.943 e = sitting 0.015 0.851 0.642 0.732 f = standing 0.009 0.951 0.831 0.887 g = running 0.005 0.664 0.057 0.106 h = walking ------------------------------------------------------- 0.040 0.769 0.724 0.691 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.645 0.182 0.284 a = climbing down 0.124 0.603 0.956 0.740 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.004 0.967 0.817 0.886 d = lying 0.072 0.609 0.963 0.746 e = sitting 0.033 0.752 0.769 0.760 f = standing 0.000 0.998 0.700 0.823 g = running 0.045 0.731 0.836 0.780 h = walking ------------------------------------------------------- 0.040 0.778 0.745 0.727 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.032 0.575 0.378 0.456 a = climbing down 0.184 0.405 0.916 0.562 b = climbing up 0.000 0.909 0.120 0.212 c = jumping 0.107 0.535 0.848 0.656 d = lying 0.066 0.649 0.892 0.751 e = sitting 0.043 0.597 0.372 0.459 f = standing 0.014 0.922 0.605 0.730 g = running 0.028 0.563 0.216 0.313 h = walking ------------------------------------------------------- 0.061 0.643 0.586 0.566 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.088 0.508 0.683 0.583 a = climbing down 0.119 0.490 0.785 0.603 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.015 0.920 0.939 0.929 d = lying 0.017 0.875 0.818 0.845 e = sitting 0.034 0.804 0.821 0.812 f = standing 0.004 0.980 1.000 0.990 g = running 0.015 0.685 0.172 0.274 h = walking ------------------------------------------------------- 0.037 0.658 0.652 0.630 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.060 0.591 0.587 0.589 a = climbing down 0.047 0.746 0.800 0.772 b = climbing up 0.052 0.280 1.000 0.438 c = jumping 0.011 0.922 0.923 0.923 d = lying 0.025 0.815 0.731 0.771 e = sitting 0.047 0.741 0.823 0.780 f = standing 0.002 0.988 0.667 0.796 g = running 0.053 0.660 0.629 0.644 h = walking ------------------------------------------------------- 0.035 0.776 0.739 0.747 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.531 0.586 0.557 a = climbing down 0.049 0.758 0.507 0.608 b = climbing up 0.000 1.000 0.893 0.943 c = jumping 0.052 0.650 0.675 0.662 d = lying 0.025 0.843 0.848 0.845 e = sitting 0.103 0.525 0.704 0.602 f = standing 0.023 0.868 0.963 0.913 g = running 0.024 0.849 0.865 0.857 h = walking ------------------------------------------------------- 0.045 0.738 0.726 0.723 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.802 0.863 a = climbing down 0.047 0.723 0.938 0.817 b = climbing up 0.030 0.409 0.994 0.580 c = jumping 0.011 0.939 0.998 0.968 d = lying 0.087 0.600 0.918 0.725 e = sitting 0.022 0.856 0.683 0.760 f = standing 0.000 0.999 0.601 0.751 g = running 0.013 0.910 0.802 0.852 h = walking ------------------------------------------------------- 0.025 0.854 0.807 0.810 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.066 0.612 0.891 0.726 a = climbing down 0.022 0.713 0.546 0.619 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.002 0.988 0.758 0.858 d = lying 0.035 0.821 0.817 0.819 e = sitting 0.062 0.713 0.892 0.792 f = standing 0.011 0.945 0.998 0.971 g = running 0.003 0.977 0.759 0.854 h = walking ------------------------------------------------------- 0.026 0.847 0.825 0.826 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.523 0.670 a = climbing down 0.031 0.699 0.468 0.561 b = climbing up 0.000 0.983 0.669 0.796 c = jumping 0.004 0.973 0.909 0.940 d = lying 0.043 0.769 0.908 0.833 e = sitting 0.023 0.841 0.743 0.789 f = standing 0.008 0.955 0.984 0.969 g = running 0.122 0.596 0.956 0.734 h = walking ------------------------------------------------------- 0.035 0.823 0.798 0.793 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.810 0.731 0.769 a = climbing down 0.046 0.745 0.816 0.778 b = climbing up 0.001 0.898 0.789 0.840 c = jumping 0.000 0.999 0.985 0.992 d = lying 0.095 0.570 0.820 0.672 e = sitting 0.029 0.686 0.399 0.505 f = standing 0.004 0.979 0.991 0.985 g = running 0.029 0.843 0.824 0.833 h = walking ------------------------------------------------------- 0.030 0.814 0.806 0.802 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.701 0.484 0.572 a = climbing down 0.159 0.475 0.935 0.630 b = climbing up 0.021 0.529 0.989 0.689 c = jumping 0.002 0.989 0.969 0.979 d = lying 0.088 0.651 0.874 0.746 e = sitting 0.025 0.683 0.377 0.486 f = standing 0.001 0.995 0.861 0.923 g = running 0.013 0.829 0.344 0.487 h = walking ------------------------------------------------------- 0.043 0.765 0.712 0.700 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.254 0.201 0.932 0.331 a = climbing down 0.005 0.930 0.406 0.565 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 0.997 0.632 0.774 d = lying 0.149 0.535 0.995 0.696 e = sitting 0.065 0.196 0.100 0.132 f = standing 0.013 0.936 0.998 0.966 g = running 0.006 0.220 0.009 0.017 h = walking ------------------------------------------------------- 0.051 0.613 0.558 0.520 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.782 0.639 0.703 a = climbing down 0.067 0.618 0.715 0.663 b = climbing up 0.000 0.993 0.937 0.964 c = jumping 0.017 0.910 0.991 0.949 d = lying 0.012 0.772 0.282 0.413 e = sitting 0.096 0.609 0.904 0.728 f = standing 0.001 0.992 0.974 0.983 g = running 0.053 0.733 0.747 0.740 h = walking ------------------------------------------------------- 0.038 0.782 0.768 0.755 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.063 0.554 0.604 0.578 a = climbing down 0.171 0.514 0.987 0.676 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.010 0.944 0.974 0.959 d = lying 0.059 0.400 0.338 0.367 e = sitting 0.077 0.588 0.587 0.587 f = standing 0.000 0.998 0.677 0.807 g = running 0.011 0.851 0.334 0.479 h = walking ------------------------------------------------------- 0.055 0.714 0.664 0.655 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.270 0.333 0.947 0.492 a = climbing down 0.005 0.851 0.209 0.336 b = climbing up 0.002 0.930 0.947 0.938 c = jumping 0.021 0.863 0.844 0.854 d = lying 0.009 0.949 0.986 0.967 e = sitting 0.025 0.854 0.825 0.839 f = standing 0.003 0.982 0.990 0.986 g = running 0.007 0.366 0.022 0.041 h = walking ------------------------------------------------------- 0.044 0.751 0.702 0.663 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.174 0.420 0.940 0.581 a = climbing down 0.040 0.630 0.442 0.520 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.005 0.970 0.918 0.943 d = lying 0.018 0.874 0.809 0.840 e = sitting 0.040 0.762 0.942 0.843 f = standing 0.008 0.953 0.796 0.868 g = running 0.007 0.916 0.410 0.566 h = walking ------------------------------------------------------- 0.036 0.811 0.745 0.746 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.066 0.505 0.426 0.462 a = climbing down 0.105 0.635 0.955 0.762 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.008 0.941 0.863 0.901 d = lying 0.094 0.543 0.980 0.699 e = sitting 0.019 0.851 0.733 0.788 f = standing 0.001 0.991 0.669 0.799 g = running 0.015 0.832 0.509 0.632 h = walking ------------------------------------------------------- 0.041 0.777 0.732 0.731 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.087 0.509 0.765 0.612 a = climbing down 0.040 0.731 0.807 0.767 b = climbing up 0.000 1.000 0.104 0.188 c = jumping 0.020 0.847 0.720 0.778 d = lying 0.043 0.750 0.937 0.833 e = sitting 0.043 0.752 0.789 0.770 f = standing 0.024 0.913 0.891 0.902 g = running 0.012 0.882 0.515 0.651 h = walking ------------------------------------------------------- 0.035 0.795 0.767 0.762 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.017 0.806 0.498 0.616 a = climbing down 0.146 0.398 0.670 0.499 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.016 0.909 0.860 0.884 d = lying 0.024 0.848 0.920 0.882 e = sitting 0.032 0.807 0.793 0.800 f = standing 0.000 0.999 0.963 0.981 g = running 0.071 0.518 0.414 0.460 h = walking ------------------------------------------------------- 0.042 0.763 0.736 0.739 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.115 0.494 0.760 0.599 a = climbing down 0.025 0.793 0.579 0.669 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.026 0.823 0.891 0.856 d = lying 0.024 0.825 0.750 0.786 e = sitting 0.050 0.726 0.759 0.742 f = standing 0.003 0.987 0.953 0.970 g = running 0.032 0.751 0.588 0.659 h = walking ------------------------------------------------------- 0.037 0.784 0.763 0.766 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.097 0.394 0.744 0.516 a = climbing down 0.023 0.860 0.417 0.561 b = climbing up 0.000 1.000 0.420 0.591 c = jumping 0.016 0.807 0.532 0.641 d = lying 0.029 0.836 0.925 0.878 e = sitting 0.130 0.502 0.833 0.627 f = standing 0.013 0.839 0.444 0.581 g = running 0.089 0.618 0.926 0.741 h = walking ------------------------------------------------------- 0.051 0.733 0.653 0.646 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.871 0.504 0.638 a = climbing down 0.104 0.519 0.856 0.646 b = climbing up 0.000 0.969 0.709 0.818 c = jumping 0.087 0.658 0.993 0.792 d = lying 0.033 0.686 0.504 0.581 e = sitting 0.089 0.498 0.498 0.498 f = standing 0.007 0.958 0.766 0.851 g = running 0.027 0.809 0.674 0.736 h = walking ------------------------------------------------------- 0.049 0.728 0.690 0.689 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.099 0.500 0.777 0.608 a = climbing down 0.019 0.749 0.471 0.578 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.014 0.816 0.359 0.499 d = lying 0.022 0.870 0.784 0.825 e = sitting 0.134 0.518 0.866 0.648 f = standing 0.021 0.896 0.998 0.944 g = running 0.011 0.924 0.701 0.797 h = walking ------------------------------------------------------- 0.043 0.772 0.722 0.718 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.042 0.692 0.768 0.728 a = climbing down 0.013 0.796 0.282 0.416 b = climbing up 0.000 0.991 0.639 0.777 c = jumping 0.052 0.727 0.832 0.776 d = lying 0.037 0.791 0.917 0.850 e = sitting 0.028 0.748 0.520 0.613 f = standing 0.009 0.951 0.976 0.963 g = running 0.126 0.570 0.891 0.695 h = walking ------------------------------------------------------- 0.044 0.759 0.737 0.719 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.961 0.788 0.866 a = climbing down 0.075 0.672 0.969 0.794 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.005 0.969 0.973 0.971 d = lying 0.069 0.580 0.645 0.611 e = sitting 0.054 0.622 0.536 0.576 f = standing 0.007 0.961 0.998 0.979 g = running 0.006 0.954 0.705 0.811 h = walking ------------------------------------------------------- 0.030 0.825 0.809 0.809 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.907 0.690 0.784 a = climbing down 0.071 0.652 0.920 0.763 b = climbing up 0.005 0.830 0.984 0.900 c = jumping 0.000 0.998 0.921 0.958 d = lying 0.099 0.642 0.920 0.757 e = sitting 0.024 0.763 0.437 0.556 f = standing 0.003 0.985 0.969 0.977 g = running 0.016 0.892 0.742 0.810 h = walking ------------------------------------------------------- 0.032 0.831 0.807 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.206 0.903 0.336 a = climbing down 0.004 0.904 0.237 0.376 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.001 0.993 0.960 0.977 d = lying 0.168 0.493 0.990 0.658 e = sitting 0.003 0.889 0.106 0.190 f = standing 0.023 0.888 0.992 0.937 g = running 0.010 0.315 0.023 0.042 h = walking ------------------------------------------------------- 0.048 0.709 0.581 0.523 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.045 0.505 0.323 0.394 a = climbing down 0.268 0.305 0.813 0.444 b = climbing up 0.108 0.165 0.988 0.282 c = jumping 0.002 0.989 0.806 0.888 d = lying 0.018 0.652 0.239 0.350 e = sitting 0.146 0.504 0.904 0.647 f = standing 0.004 0.748 0.072 0.131 g = running 0.016 0.435 0.063 0.110 h = walking ------------------------------------------------------- 0.068 0.589 0.462 0.416 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.037 0.706 0.692 0.699 a = climbing down 0.030 0.825 0.791 0.808 b = climbing up 0.001 0.944 0.993 0.968 c = jumping 0.014 0.906 0.811 0.856 d = lying 0.123 0.388 0.512 0.441 e = sitting 0.097 0.364 0.306 0.332 f = standing 0.000 0.999 0.773 0.871 g = running 0.048 0.773 0.975 0.862 h = walking ------------------------------------------------------- 0.049 0.714 0.698 0.700 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.197 0.404 0.954 0.567 a = climbing down 0.032 0.681 0.515 0.586 b = climbing up 0.010 0.679 1.000 0.809 c = jumping 0.005 0.968 0.982 0.975 d = lying 0.020 0.899 0.985 0.940 e = sitting 0.003 0.976 0.842 0.904 f = standing 0.002 0.991 0.935 0.962 g = running 0.004 0.826 0.101 0.180 h = walking ------------------------------------------------------- 0.033 0.831 0.760 0.734 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.895 0.885 a = climbing down 0.102 0.581 0.899 0.706 b = climbing up 0.008 0.740 0.995 0.848 c = jumping 0.005 0.972 0.981 0.976 d = lying 0.012 0.925 0.973 0.949 e = sitting 0.004 0.965 0.901 0.932 f = standing 0.003 0.984 0.931 0.957 g = running 0.013 0.869 0.459 0.601 h = walking ------------------------------------------------------- 0.021 0.882 0.858 0.855 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.721 0.540 0.618 a = climbing down 0.132 0.588 0.967 0.732 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.957 0.850 0.900 d = lying 0.060 0.640 0.919 0.755 e = sitting 0.030 0.759 0.731 0.745 f = standing 0.001 0.995 0.774 0.871 g = running 0.006 0.927 0.562 0.700 h = walking ------------------------------------------------------- 0.037 0.815 0.770 0.772 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.047 0.655 0.785 0.714 a = climbing down 0.042 0.748 0.910 0.821 b = climbing up 0.000 1.000 0.395 0.567 c = jumping 0.045 0.724 0.803 0.761 d = lying 0.053 0.709 0.929 0.804 e = sitting 0.038 0.725 0.612 0.664 f = standing 0.016 0.941 0.857 0.897 g = running 0.011 0.902 0.620 0.735 h = walking ------------------------------------------------------- 0.033 0.798 0.781 0.778 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.823 0.766 0.793 a = climbing down 0.115 0.447 0.699 0.545 b = climbing up 0.000 1.000 0.888 0.941 c = jumping 0.011 0.936 0.964 0.950 d = lying 0.028 0.828 0.755 0.789 e = sitting 0.050 0.733 0.781 0.756 f = standing 0.003 0.983 0.990 0.986 g = running 0.037 0.670 0.416 0.513 h = walking ------------------------------------------------------- 0.035 0.787 0.771 0.771 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.162 0.431 0.831 0.567 a = climbing down 0.014 0.854 0.533 0.657 b = climbing up 0.005 0.794 0.994 0.883 c = jumping 0.010 0.923 0.932 0.927 d = lying 0.050 0.708 0.674 0.691 e = sitting 0.062 0.642 0.707 0.673 f = standing 0.005 0.975 0.884 0.927 g = running 0.046 0.442 0.231 0.304 h = walking ------------------------------------------------------- 0.047 0.720 0.692 0.688 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.860 0.803 0.831 a = climbing down 0.029 0.860 0.576 0.690 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.043 0.676 0.685 0.681 d = lying 0.034 0.793 0.812 0.803 e = sitting 0.095 0.555 0.730 0.631 f = standing 0.007 0.954 0.977 0.966 g = running 0.051 0.738 0.899 0.811 h = walking ------------------------------------------------------- 0.039 0.785 0.768 0.767 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.799 0.862 a = climbing down 0.047 0.716 0.923 0.807 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.072 0.657 0.783 0.715 e = sitting 0.040 0.760 0.719 0.739 f = standing 0.001 0.994 0.833 0.906 g = running 0.016 0.894 0.789 0.838 h = walking ------------------------------------------------------- 0.027 0.849 0.835 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.045 0.691 0.907 0.785 a = climbing down 0.046 0.629 0.805 0.706 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.002 0.988 0.773 0.867 d = lying 0.041 0.634 0.367 0.465 e = sitting 0.151 0.526 0.854 0.652 f = standing 0.010 0.950 0.980 0.965 g = running 0.002 0.981 0.588 0.736 h = walking ------------------------------------------------------- 0.042 0.787 0.746 0.742 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.883 0.607 0.719 a = climbing down 0.084 0.584 0.790 0.672 b = climbing up 0.002 0.882 0.776 0.826 c = jumping 0.004 0.979 0.953 0.965 d = lying 0.093 0.612 0.941 0.742 e = sitting 0.011 0.881 0.451 0.597 f = standing 0.007 0.962 0.954 0.958 g = running 0.046 0.748 0.728 0.738 h = walking ------------------------------------------------------- 0.035 0.812 0.779 0.776 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.886 0.907 a = climbing down 0.029 0.834 0.902 0.867 b = climbing up 0.001 0.953 0.984 0.968 c = jumping 0.000 0.999 0.987 0.993 d = lying 0.082 0.651 0.897 0.755 e = sitting 0.019 0.794 0.470 0.590 f = standing 0.004 0.977 0.995 0.986 g = running 0.014 0.921 0.866 0.893 h = walking ------------------------------------------------------- 0.022 0.874 0.865 0.861 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.936 0.576 0.713 a = climbing down 0.099 0.584 0.890 0.705 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.989 0.971 0.980 d = lying 0.120 0.592 0.937 0.726 e = sitting 0.012 0.624 0.144 0.234 f = standing 0.005 0.973 0.999 0.986 g = running 0.031 0.806 0.664 0.728 h = walking ------------------------------------------------------- 0.040 0.790 0.767 0.744 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.245 0.173 0.776 0.283 a = climbing down 0.010 0.890 0.458 0.605 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.000 1.000 0.934 0.966 d = lying 0.107 0.621 0.966 0.756 e = sitting 0.014 0.775 0.327 0.460 f = standing 0.033 0.850 0.999 0.919 g = running 0.001 0.579 0.009 0.017 h = walking ------------------------------------------------------- 0.040 0.750 0.630 0.602 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.810 0.806 0.808 a = climbing down 0.027 0.773 0.633 0.696 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.009 0.950 0.978 0.963 d = lying 0.048 0.690 0.755 0.721 e = sitting 0.032 0.781 0.702 0.739 f = standing 0.003 0.985 0.989 0.987 g = running 0.044 0.798 0.912 0.851 h = walking ------------------------------------------------------- 0.026 0.837 0.837 0.835 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.248 0.342 0.930 0.500 a = climbing down 0.011 0.923 0.690 0.790 b = climbing up 0.011 0.592 0.912 0.718 c = jumping 0.036 0.834 0.977 0.900 d = lying 0.059 0.408 0.330 0.365 e = sitting 0.055 0.583 0.516 0.547 f = standing 0.015 0.908 0.799 0.850 g = running 0.003 0.154 0.003 0.007 h = walking ------------------------------------------------------- 0.054 0.610 0.616 0.580 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.073 0.618 0.864 0.721 a = climbing down 0.009 0.903 0.589 0.713 b = climbing up 0.000 0.981 0.944 0.962 c = jumping 0.013 0.933 0.992 0.962 d = lying 0.001 0.992 0.995 0.994 e = sitting 0.001 0.992 0.913 0.951 f = standing 0.003 0.985 0.997 0.991 g = running 0.025 0.852 0.810 0.830 h = walking ------------------------------------------------------- 0.016 0.905 0.891 0.891 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.149 0.436 0.962 0.600 a = climbing down 0.012 0.806 0.332 0.470 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.013 0.927 0.988 0.956 d = lying 0.032 0.796 0.785 0.790 e = sitting 0.013 0.911 0.809 0.857 f = standing 0.025 0.883 0.917 0.899 g = running 0.033 0.728 0.486 0.583 h = walking ------------------------------------------------------- 0.035 0.802 0.759 0.753 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.166 0.337 0.562 0.421 a = climbing down 0.078 0.626 0.680 0.652 b = climbing up 0.000 0.992 0.962 0.977 c = jumping 0.005 0.963 0.768 0.855 d = lying 0.052 0.725 0.988 0.836 e = sitting 0.035 0.738 0.788 0.762 f = standing 0.002 0.990 0.843 0.911 g = running 0.025 0.284 0.069 0.111 h = walking ------------------------------------------------------- 0.049 0.693 0.685 0.672 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.152 0.402 0.862 0.548 a = climbing down 0.023 0.815 0.718 0.763 b = climbing up 0.000 1.000 0.788 0.881 c = jumping 0.045 0.727 0.784 0.755 d = lying 0.063 0.659 0.926 0.770 e = sitting 0.042 0.681 0.619 0.649 f = standing 0.006 0.976 0.774 0.863 g = running 0.039 0.305 0.097 0.147 h = walking ------------------------------------------------------- 0.045 0.688 0.675 0.659 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.751 0.743 0.747 a = climbing down 0.099 0.489 0.656 0.560 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.010 0.948 0.927 0.937 d = lying 0.010 0.934 0.981 0.957 e = sitting 0.013 0.920 0.890 0.905 f = standing 0.001 0.996 0.998 0.997 g = running 0.047 0.664 0.494 0.567 h = walking ------------------------------------------------------- 0.027 0.713 0.711 0.709 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.061 0.639 0.766 0.697 a = climbing down 0.031 0.807 0.806 0.806 b = climbing up 0.007 0.744 0.994 0.851 c = jumping 0.010 0.939 0.865 0.900 d = lying 0.019 0.856 0.765 0.808 e = sitting 0.053 0.713 0.849 0.775 f = standing 0.001 0.992 0.933 0.962 g = running 0.027 0.806 0.683 0.739 h = walking ------------------------------------------------------- 0.027 0.829 0.818 0.820 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.773 0.927 0.843 a = climbing down 0.014 0.881 0.357 0.508 b = climbing up 0.000 1.000 0.062 0.116 c = jumping 0.039 0.633 0.487 0.551 d = lying 0.021 0.876 0.976 0.923 e = sitting 0.151 0.435 0.741 0.548 f = standing 0.021 0.871 0.939 0.904 g = running 0.064 0.694 0.911 0.788 h = walking ------------------------------------------------------- 0.046 0.755 0.707 0.688 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.720 0.816 a = climbing down 0.042 0.750 0.888 0.814 b = climbing up 0.000 1.000 0.731 0.845 c = jumping 0.017 0.913 0.998 0.954 d = lying 0.051 0.743 0.971 0.842 e = sitting 0.009 0.919 0.800 0.855 f = standing 0.007 0.962 0.793 0.869 g = running 0.030 0.839 0.860 0.849 h = walking ------------------------------------------------------- 0.022 0.874 0.860 0.860 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.215 0.338 0.933 0.496 a = climbing down 0.005 0.557 0.056 0.101 b = climbing up 0.118 0.150 0.981 0.260 c = jumping 0.023 0.826 0.584 0.684 d = lying 0.079 0.655 0.759 0.703 e = sitting 0.074 0.607 0.701 0.650 f = standing 0.002 0.967 0.266 0.417 g = running 0.014 0.795 0.287 0.421 h = walking ------------------------------------------------------- 0.055 0.695 0.526 0.515 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.040 0.596 0.447 0.511 a = climbing down 0.203 0.421 0.930 0.579 b = climbing up 0.006 0.741 0.728 0.734 c = jumping 0.007 0.954 0.920 0.937 d = lying 0.030 0.830 0.883 0.855 e = sitting 0.026 0.796 0.777 0.786 f = standing 0.008 0.945 0.770 0.849 g = running 0.014 0.799 0.274 0.409 h = walking ------------------------------------------------------- 0.045 0.771 0.710 0.703 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.798 0.769 0.783 a = climbing down 0.047 0.746 0.857 0.798 b = climbing up 0.000 0.990 0.837 0.907 c = jumping 0.001 0.995 0.986 0.990 d = lying 0.046 0.744 0.858 0.797 e = sitting 0.023 0.827 0.713 0.766 f = standing 0.003 0.984 0.999 0.991 g = running 0.017 0.901 0.803 0.849 h = walking ------------------------------------------------------- 0.021 0.867 0.862 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.759 0.739 0.749 a = climbing down 0.112 0.567 0.956 0.712 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.002 0.987 0.977 0.982 d = lying 0.068 0.729 0.972 0.833 e = sitting 0.007 0.916 0.511 0.656 f = standing 0.003 0.986 0.999 0.992 g = running 0.010 0.884 0.412 0.562 h = walking ------------------------------------------------------- 0.031 0.842 0.804 0.793 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.134 0.302 0.846 0.445 a = climbing down 0.001 0.960 0.227 0.367 b = climbing up 0.000 0.992 0.970 0.981 c = jumping 0.000 0.997 0.259 0.411 d = lying 0.022 0.887 0.983 0.933 e = sitting 0.138 0.512 0.911 0.656 f = standing 0.016 0.922 0.998 0.958 g = running 0.007 0.962 0.801 0.874 h = walking ------------------------------------------------------- 0.035 0.846 0.716 0.698 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.171 0.349 0.699 0.465 a = climbing down 0.079 0.597 0.760 0.669 b = climbing up 0.000 1.000 0.365 0.535 c = jumping 0.015 0.919 0.960 0.939 d = lying 0.009 0.874 0.422 0.569 e = sitting 0.082 0.646 0.930 0.763 f = standing 0.018 0.911 0.992 0.950 g = running 0.006 0.071 0.002 0.005 h = walking ------------------------------------------------------- 0.049 0.632 0.670 0.621 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.080 0.576 0.789 0.666 a = climbing down 0.101 0.641 0.983 0.776 b = climbing up 0.007 0.735 1.000 0.847 c = jumping 0.019 0.901 0.926 0.914 d = lying 0.068 0.314 0.254 0.281 e = sitting 0.091 0.430 0.463 0.446 f = standing 0.004 0.963 0.595 0.736 g = running 0.008 0.928 0.521 0.668 h = walking ------------------------------------------------------- 0.050 0.707 0.672 0.665 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.118 0.511 0.906 0.654 a = climbing down 0.006 0.903 0.464 0.613 b = climbing up 0.002 0.903 0.842 0.871 c = jumping 0.029 0.858 0.985 0.917 d = lying 0.001 0.997 0.986 0.991 e = sitting 0.002 0.986 0.829 0.901 f = standing 0.008 0.958 0.986 0.972 g = running 0.022 0.835 0.625 0.715 h = walking ------------------------------------------------------- 0.024 0.873 0.837 0.836 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.867 0.944 0.904 a = climbing down 0.027 0.825 0.860 0.842 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.917 0.877 0.897 d = lying 0.030 0.829 0.973 0.895 e = sitting 0.023 0.863 0.905 0.884 f = standing 0.000 1.000 0.858 0.923 g = running 0.015 0.912 0.827 0.867 h = walking ------------------------------------------------------- 0.017 0.896 0.890 0.891 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.486 0.217 0.300 a = climbing down 0.168 0.522 0.978 0.680 b = climbing up 0.000 0.985 0.906 0.944 c = jumping 0.023 0.833 0.716 0.770 d = lying 0.095 0.589 0.995 0.740 e = sitting 0.030 0.758 0.676 0.715 f = standing 0.002 0.985 0.647 0.781 g = running 0.011 0.881 0.538 0.668 h = walking ------------------------------------------------------- 0.051 0.737 0.688 0.676 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.152 0.394 0.800 0.528 a = climbing down 0.046 0.728 0.896 0.803 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.021 0.838 0.686 0.754 d = lying 0.044 0.721 0.879 0.792 e = sitting 0.046 0.696 0.739 0.717 f = standing 0.020 0.927 0.883 0.904 g = running 0.008 0.512 0.049 0.089 h = walking ------------------------------------------------------- 0.042 0.719 0.705 0.672 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.848 0.762 0.803 a = climbing down 0.114 0.470 0.708 0.565 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.064 0.718 0.865 0.785 d = lying 0.019 0.878 0.960 0.917 e = sitting 0.023 0.805 0.554 0.656 f = standing 0.001 0.997 0.995 0.996 g = running 0.032 0.746 0.512 0.608 h = walking ------------------------------------------------------- 0.034 0.683 0.669 0.666 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.657 0.782 0.714 a = climbing down 0.033 0.790 0.793 0.791 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.022 0.865 0.877 0.871 d = lying 0.016 0.880 0.797 0.836 e = sitting 0.047 0.741 0.801 0.770 f = standing 0.003 0.986 0.972 0.979 g = running 0.013 0.907 0.758 0.826 h = walking ------------------------------------------------------- 0.026 0.842 0.834 0.835 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.089 0.473 0.798 0.594 a = climbing down 0.013 0.933 0.579 0.714 b = climbing up 0.000 0.994 0.954 0.974 c = jumping 0.034 0.654 0.512 0.574 d = lying 0.032 0.827 0.968 0.892 e = sitting 0.107 0.530 0.773 0.629 f = standing 0.006 0.926 0.484 0.636 g = running 0.040 0.794 0.969 0.873 h = walking ------------------------------------------------------- 0.040 0.772 0.719 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.061 0.658 0.888 0.756 a = climbing down 0.020 0.762 0.454 0.569 b = climbing up 0.000 1.000 0.778 0.875 c = jumping 0.030 0.854 0.962 0.905 d = lying 0.074 0.668 0.979 0.794 e = sitting 0.011 0.870 0.585 0.700 f = standing 0.006 0.967 0.752 0.846 g = running 0.037 0.809 0.876 0.841 h = walking ------------------------------------------------------- 0.032 0.815 0.794 0.787 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.190 0.350 0.848 0.495 a = climbing down 0.009 0.855 0.448 0.588 b = climbing up 0.000 0.986 0.917 0.950 c = jumping 0.064 0.692 0.803 0.744 d = lying 0.032 0.808 0.712 0.757 e = sitting 0.052 0.662 0.651 0.657 f = standing 0.018 0.913 0.988 0.949 g = running 0.009 0.812 0.211 0.335 h = walking ------------------------------------------------------- 0.048 0.747 0.673 0.663 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.032 0.761 0.726 0.743 a = climbing down 0.033 0.801 0.763 0.782 b = climbing up 0.001 0.947 0.846 0.894 c = jumping 0.013 0.839 0.414 0.554 d = lying 0.011 0.925 0.888 0.906 e = sitting 0.105 0.510 0.850 0.638 f = standing 0.003 0.981 0.925 0.952 g = running 0.051 0.771 0.880 0.822 h = walking ------------------------------------------------------- 0.033 0.811 0.783 0.781 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.903 0.506 0.648 a = climbing down 0.147 0.495 0.946 0.649 b = climbing up 0.001 0.943 0.841 0.889 c = jumping 0.032 0.832 0.878 0.854 d = lying 0.068 0.623 0.768 0.688 e = sitting 0.040 0.621 0.393 0.482 f = standing 0.004 0.980 0.964 0.972 g = running 0.009 0.925 0.632 0.751 h = walking ------------------------------------------------------- 0.041 0.778 0.734 0.731 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.931 0.592 0.724 a = climbing down 0.157 0.459 0.927 0.614 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.009 0.949 0.922 0.935 d = lying 0.109 0.633 0.971 0.767 e = sitting 0.013 0.814 0.331 0.470 f = standing 0.004 0.976 0.998 0.987 g = running 0.011 0.838 0.325 0.468 h = walking ------------------------------------------------------- 0.043 0.803 0.736 0.718 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.074 0.276 0.400 0.326 a = climbing down 0.003 0.922 0.225 0.361 b = climbing up 0.000 1.000 0.958 0.978 c = jumping 0.003 0.985 0.916 0.949 d = lying 0.030 0.846 0.991 0.913 e = sitting 0.008 0.952 0.863 0.905 f = standing 0.082 0.693 1.000 0.819 g = running 0.011 0.947 0.939 0.943 h = walking ------------------------------------------------------- 0.026 0.853 0.815 0.801 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.792 0.643 0.710 a = climbing down 0.118 0.480 0.747 0.585 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.003 0.981 0.887 0.931 d = lying 0.013 0.852 0.531 0.654 e = sitting 0.088 0.629 0.933 0.751 f = standing 0.004 0.980 0.961 0.970 g = running 0.046 0.650 0.450 0.532 h = walking ------------------------------------------------------- 0.040 0.777 0.745 0.744 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.082 0.622 0.936 0.748 a = climbing down 0.070 0.686 0.871 0.768 b = climbing up 0.000 0.978 0.993 0.986 c = jumping 0.019 0.834 0.534 0.651 d = lying 0.059 0.450 0.303 0.362 e = sitting 0.170 0.312 0.542 0.396 f = standing 0.003 0.983 0.973 0.978 g = running 0.003 0.953 0.338 0.499 h = walking ------------------------------------------------------- 0.054 0.710 0.648 0.641 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.084 0.613 0.960 0.748 a = climbing down 0.007 0.909 0.567 0.698 b = climbing up 0.006 0.772 0.969 0.860 c = jumping 0.013 0.934 0.992 0.962 d = lying 0.002 0.989 0.979 0.984 e = sitting 0.004 0.973 0.909 0.939 f = standing 0.002 0.989 0.961 0.975 g = running 0.018 0.883 0.738 0.804 h = walking ------------------------------------------------------- 0.017 0.903 0.882 0.881 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.920 0.942 0.931 a = climbing down 0.026 0.821 0.804 0.812 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.022 0.881 0.992 0.934 d = lying 0.022 0.863 0.931 0.896 e = sitting 0.003 0.977 0.828 0.896 f = standing 0.004 0.977 0.916 0.946 g = running 0.030 0.840 0.863 0.851 h = walking ------------------------------------------------------- 0.016 0.902 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.617 0.611 0.614 a = climbing down 0.092 0.644 0.870 0.740 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.003 0.974 0.592 0.737 d = lying 0.062 0.696 0.982 0.814 e = sitting 0.057 0.633 0.783 0.700 f = standing 0.003 0.986 0.855 0.916 g = running 0.012 0.862 0.500 0.633 h = walking ------------------------------------------------------- 0.039 0.791 0.754 0.752 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.124 0.452 0.860 0.592 a = climbing down 0.027 0.818 0.863 0.840 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.049 0.727 0.852 0.784 d = lying 0.056 0.679 0.906 0.776 e = sitting 0.036 0.672 0.511 0.581 f = standing 0.002 0.992 0.838 0.909 g = running 0.018 0.705 0.248 0.367 h = walking ------------------------------------------------------- 0.037 0.759 0.725 0.713 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.736 0.718 0.727 a = climbing down 0.098 0.512 0.757 0.611 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.008 0.950 0.886 0.917 d = lying 0.029 0.847 0.925 0.884 e = sitting 0.022 0.867 0.839 0.853 f = standing 0.002 0.989 1.000 0.995 g = running 0.019 0.830 0.525 0.643 h = walking ------------------------------------------------------- 0.027 0.836 0.817 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.094 0.533 0.738 0.619 a = climbing down 0.060 0.693 0.865 0.770 b = climbing up 0.008 0.727 0.965 0.829 c = jumping 0.005 0.969 0.882 0.923 d = lying 0.042 0.738 0.802 0.769 e = sitting 0.043 0.745 0.793 0.769 f = standing 0.003 0.983 0.894 0.937 g = running 0.027 0.616 0.263 0.369 h = walking ------------------------------------------------------- 0.037 0.763 0.755 0.744 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.784 0.792 0.788 a = climbing down 0.026 0.864 0.545 0.668 b = climbing up 0.006 0.762 0.994 0.863 c = jumping 0.055 0.577 0.583 0.580 d = lying 0.028 0.844 0.955 0.896 e = sitting 0.096 0.542 0.721 0.619 f = standing 0.008 0.944 0.849 0.894 g = running 0.042 0.787 0.937 0.855 h = walking ------------------------------------------------------- 0.038 0.775 0.756 0.753 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.826 0.879 a = climbing down 0.039 0.764 0.924 0.837 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.004 0.975 0.997 0.986 d = lying 0.042 0.803 0.936 0.865 e = sitting 0.013 0.900 0.912 0.906 f = standing 0.002 0.989 0.830 0.902 g = running 0.016 0.900 0.834 0.865 h = walking ------------------------------------------------------- 0.017 0.902 0.893 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.057 0.644 0.893 0.749 a = climbing down 0.012 0.810 0.492 0.612 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.004 0.975 0.791 0.874 d = lying 0.017 0.893 0.707 0.789 e = sitting 0.086 0.631 0.923 0.750 f = standing 0.013 0.939 0.994 0.966 g = running 0.017 0.901 0.824 0.861 h = walking ------------------------------------------------------- 0.027 0.847 0.821 0.821 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.823 0.729 0.773 a = climbing down 0.168 0.452 0.875 0.597 b = climbing up 0.000 0.994 0.891 0.939 c = jumping 0.003 0.979 0.872 0.922 d = lying 0.046 0.775 0.958 0.857 e = sitting 0.020 0.819 0.684 0.745 f = standing 0.005 0.973 0.980 0.976 g = running 0.017 0.725 0.233 0.353 h = walking ------------------------------------------------------- 0.038 0.798 0.758 0.745 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.927 0.857 0.891 a = climbing down 0.032 0.816 0.896 0.854 b = climbing up 0.000 0.983 0.951 0.967 c = jumping 0.001 0.996 0.987 0.992 d = lying 0.059 0.736 0.959 0.833 e = sitting 0.009 0.916 0.610 0.733 f = standing 0.001 0.993 0.997 0.995 g = running 0.015 0.915 0.888 0.901 h = walking ------------------------------------------------------- 0.018 0.902 0.893 0.891 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.902 0.643 0.751 a = climbing down 0.097 0.602 0.944 0.736 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.989 0.959 0.974 d = lying 0.085 0.682 0.981 0.805 e = sitting 0.007 0.887 0.383 0.535 f = standing 0.002 0.990 0.998 0.994 g = running 0.021 0.854 0.631 0.726 h = walking ------------------------------------------------------- 0.032 0.846 0.811 0.802 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.086 0.276 0.490 0.353 a = climbing down 0.005 0.907 0.339 0.494 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 1.000 0.875 0.933 d = lying 0.017 0.915 0.986 0.949 e = sitting 0.019 0.880 0.918 0.899 f = standing 0.061 0.760 1.000 0.864 g = running 0.002 0.989 0.909 0.947 h = walking ------------------------------------------------------- 0.022 0.872 0.830 0.828 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.885 0.668 0.761 a = climbing down 0.091 0.582 0.864 0.695 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.011 0.937 0.935 0.936 d = lying 0.022 0.798 0.599 0.684 e = sitting 0.060 0.707 0.896 0.790 f = standing 0.009 0.954 0.974 0.964 g = running 0.032 0.776 0.574 0.660 h = walking ------------------------------------------------------- 0.032 0.814 0.796 0.794 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.767 0.778 a = climbing down 0.060 0.750 0.973 0.847 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.014 0.863 0.514 0.644 d = lying 0.070 0.370 0.346 0.358 e = sitting 0.154 0.417 0.580 0.485 f = standing 0.002 0.984 0.846 0.910 g = running 0.011 0.928 0.817 0.869 h = walking ------------------------------------------------------- 0.049 0.743 0.710 0.714 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.117 0.526 0.939 0.674 a = climbing down 0.012 0.841 0.475 0.607 b = climbing up 0.000 1.000 0.981 0.991 c = jumping 0.000 0.997 0.986 0.992 d = lying 0.005 0.974 0.988 0.981 e = sitting 0.003 0.980 0.971 0.975 f = standing 0.002 0.989 1.000 0.995 g = running 0.012 0.905 0.636 0.747 h = walking ------------------------------------------------------- 0.019 0.901 0.868 0.868 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.892 0.951 0.921 a = climbing down 0.022 0.846 0.790 0.817 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.025 0.866 0.991 0.924 d = lying 0.021 0.870 0.939 0.903 e = sitting 0.007 0.951 0.827 0.885 f = standing 0.000 0.998 0.891 0.941 g = running 0.027 0.859 0.901 0.880 h = walking ------------------------------------------------------- 0.016 0.903 0.899 0.899 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.124 0.479 0.763 0.588 a = climbing down 0.040 0.711 0.508 0.593 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.011 0.920 0.773 0.840 d = lying 0.088 0.608 0.977 0.750 e = sitting 0.057 0.617 0.732 0.669 f = standing 0.000 0.997 0.511 0.675 g = running 0.052 0.618 0.582 0.599 h = walking ------------------------------------------------------- 0.048 0.735 0.677 0.677 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.033 0.729 0.773 0.750 a = climbing down 0.024 0.827 0.821 0.824 b = climbing up 0.000 1.000 0.689 0.816 c = jumping 0.049 0.693 0.759 0.724 d = lying 0.060 0.692 0.966 0.806 e = sitting 0.037 0.741 0.637 0.685 f = standing 0.009 0.964 0.814 0.882 g = running 0.028 0.828 0.798 0.813 h = walking ------------------------------------------------------- 0.031 0.805 0.792 0.793 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.693 0.796 0.741 a = climbing down 0.094 0.455 0.545 0.496 b = climbing up 0.001 0.222 0.667 0.333 c = jumping 0.010 0.946 0.945 0.946 d = lying 0.011 0.922 0.930 0.926 e = sitting 0.019 0.890 0.880 0.885 f = standing 0.001 0.996 0.994 0.995 g = running 0.049 0.642 0.469 0.542 h = walking ------------------------------------------------------- 0.031 0.804 0.799 0.798 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.173 0.294 0.498 0.370 a = climbing down 0.052 0.586 0.464 0.518 b = climbing up 0.002 0.909 0.932 0.920 c = jumping 0.019 0.875 0.826 0.850 d = lying 0.044 0.654 0.562 0.604 e = sitting 0.090 0.534 0.647 0.585 f = standing 0.002 0.991 0.897 0.942 g = running 0.057 0.498 0.336 0.401 h = walking ------------------------------------------------------- 0.058 0.653 0.620 0.628 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.805 0.772 0.788 a = climbing down 0.024 0.879 0.580 0.699 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.033 0.670 0.530 0.592 d = lying 0.034 0.804 0.921 0.859 e = sitting 0.116 0.517 0.739 0.609 f = standing 0.004 0.972 0.972 0.972 g = running 0.037 0.801 0.944 0.867 h = walking ------------------------------------------------------- 0.038 0.790 0.770 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.923 0.793 0.853 a = climbing down 0.028 0.811 0.911 0.858 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.005 0.973 0.991 0.982 d = lying 0.054 0.713 0.920 0.803 e = sitting 0.015 0.912 0.850 0.880 f = standing 0.001 0.994 0.838 0.909 g = running 0.022 0.872 0.877 0.874 h = walking ------------------------------------------------------- 0.017 0.896 0.884 0.886 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.162 0.408 0.967 0.574 a = climbing down 0.003 0.300 0.013 0.025 b = climbing up 0.000 0.990 0.611 0.756 c = jumping 0.002 0.989 0.780 0.872 d = lying 0.027 0.816 0.614 0.701 e = sitting 0.105 0.593 0.894 0.713 f = standing 0.011 0.943 0.999 0.970 g = running 0.011 0.909 0.584 0.711 h = walking ------------------------------------------------------- 0.040 0.760 0.720 0.701 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.693 0.774 a = climbing down 0.055 0.708 0.882 0.786 b = climbing up 0.000 1.000 0.698 0.822 c = jumping 0.004 0.974 0.971 0.973 d = lying 0.026 0.837 0.864 0.850 e = sitting 0.022 0.862 0.836 0.849 f = standing 0.008 0.956 0.989 0.973 g = running 0.026 0.856 0.819 0.837 h = walking ------------------------------------------------------- 0.021 0.873 0.867 0.867 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.856 0.881 0.868 a = climbing down 0.034 0.813 0.904 0.856 b = climbing up 0.000 0.991 0.911 0.949 c = jumping 0.000 0.997 0.985 0.991 d = lying 0.086 0.606 0.860 0.711 e = sitting 0.022 0.757 0.440 0.556 f = standing 0.002 0.991 0.998 0.995 g = running 0.011 0.937 0.841 0.886 h = walking ------------------------------------------------------- 0.023 0.861 0.851 0.847 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.088 0.370 0.457 0.409 a = climbing down 0.166 0.403 0.730 0.519 b = climbing up 0.045 0.345 0.973 0.509 c = jumping 0.004 0.979 0.949 0.964 d = lying 0.033 0.698 0.406 0.513 e = sitting 0.094 0.474 0.588 0.525 f = standing 0.058 0.684 0.709 0.696 g = running 0.011 0.521 0.061 0.110 h = walking ------------------------------------------------------- 0.060 0.601 0.563 0.536 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.102 0.323 0.708 0.444 a = climbing down 0.003 0.920 0.241 0.382 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 0.999 0.731 0.844 d = lying 0.146 0.540 0.995 0.700 e = sitting 0.045 0.308 0.127 0.180 f = standing 0.040 0.829 1.000 0.907 g = running 0.013 0.933 0.875 0.903 h = walking ------------------------------------------------------- 0.043 0.744 0.694 0.669 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.043 0.709 0.794 0.749 a = climbing down 0.065 0.635 0.778 0.699 b = climbing up 0.001 0.957 0.981 0.969 c = jumping 0.008 0.951 0.877 0.913 d = lying 0.012 0.814 0.361 0.500 e = sitting 0.108 0.597 0.919 0.723 f = standing 0.013 0.934 0.986 0.960 g = running 0.015 0.886 0.606 0.720 h = walking ------------------------------------------------------- 0.036 0.800 0.772 0.764 Weighted Avg. Run: 2 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.684 0.788 a = climbing down 0.062 0.649 0.754 0.698 b = climbing up 0.000 1.000 0.796 0.886 c = jumping 0.009 0.948 0.976 0.962 d = lying 0.117 0.492 0.554 0.521 e = sitting 0.083 0.297 0.230 0.260 f = standing 0.007 0.962 0.991 0.976 g = running 0.044 0.760 0.812 0.785 h = walking ------------------------------------------------------- 0.048 0.719 0.721 0.716 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.039 0.793 0.919 0.852 a = climbing down 0.137 0.136 0.688 0.227 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.042 0.766 0.660 0.709 d = lying 0.084 0.690 0.883 0.774 e = sitting 0.038 0.786 0.662 0.719 f = standing 0.002 0.986 0.998 0.992 g = running 0.003 0.936 0.185 0.309 h = walking ------------------------------------------------------- 0.039 0.800 0.694 0.692 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.939 0.933 a = climbing down 0.073 0.656 0.884 0.753 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.018 0.904 0.963 0.932 d = lying 0.039 0.772 0.826 0.798 e = sitting 0.028 0.783 0.741 0.761 f = standing 0.001 0.997 0.901 0.946 g = running 0.013 0.906 0.655 0.760 h = walking ------------------------------------------------------- 0.024 0.858 0.844 0.845 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.737 0.690 0.713 a = climbing down 0.160 0.520 0.949 0.671 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.981 0.877 0.926 d = lying 0.117 0.459 0.849 0.596 e = sitting 0.036 0.655 0.482 0.555 f = standing 0.001 0.995 0.753 0.858 g = running 0.006 0.685 0.096 0.168 h = walking ------------------------------------------------------- 0.048 0.748 0.687 0.668 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.140 0.433 0.944 0.593 a = climbing down 0.032 0.778 0.740 0.758 b = climbing up 0.000 0.992 0.828 0.903 c = jumping 0.042 0.735 0.748 0.741 d = lying 0.070 0.635 0.907 0.747 e = sitting 0.044 0.617 0.489 0.546 f = standing 0.005 0.983 0.859 0.917 g = running 0.013 0.630 0.136 0.224 h = walking ------------------------------------------------------- 0.041 0.731 0.696 0.677 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.735 0.894 0.806 a = climbing down 0.056 0.658 0.731 0.692 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.032 0.816 0.822 0.819 d = lying 0.024 0.851 0.864 0.858 e = sitting 0.050 0.708 0.687 0.697 f = standing 0.000 0.998 1.000 0.999 g = running 0.020 0.816 0.580 0.678 h = walking ------------------------------------------------------- 0.031 0.807 0.804 0.802 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.136 0.352 0.566 0.435 a = climbing down 0.066 0.650 0.735 0.690 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.042 0.743 0.849 0.793 d = lying 0.077 0.495 0.513 0.504 e = sitting 0.077 0.520 0.464 0.490 f = standing 0.001 0.993 0.953 0.973 g = running 0.024 0.642 0.255 0.365 h = walking ------------------------------------------------------- 0.056 0.652 0.633 0.626 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.089 0.499 0.952 0.654 a = climbing down 0.145 0.530 0.540 0.535 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.085 0.546 0.660 0.598 d = lying 0.055 0.626 0.878 0.731 e = sitting 0.094 0.399 0.373 0.386 f = standing 0.038 0.810 0.957 0.877 g = running 0.001 0.500 0.007 0.013 h = walking ------------------------------------------------------- 0.077 0.566 0.570 0.513 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.898 0.708 0.792 a = climbing down 0.188 0.427 0.945 0.588 b = climbing up 0.000 1.000 0.509 0.674 c = jumping 0.009 0.948 0.967 0.958 d = lying 0.077 0.627 0.787 0.698 e = sitting 0.044 0.698 0.623 0.658 f = standing 0.013 0.940 0.875 0.906 g = running 0.001 0.812 0.022 0.043 h = walking ------------------------------------------------------- 0.046 0.776 0.706 0.672 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.008 0.900 0.795 0.844 a = climbing down 0.117 0.495 0.919 0.643 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.055 0.512 0.314 0.389 d = lying 0.089 0.539 0.538 0.538 e = sitting 0.137 0.416 0.602 0.492 f = standing 0.002 0.989 0.967 0.978 g = running 0.002 0.978 0.478 0.642 h = walking ------------------------------------------------------- 0.056 0.699 0.646 0.645 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.856 0.593 0.701 a = climbing down 0.036 0.595 0.314 0.411 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.005 0.948 0.451 0.611 d = lying 0.115 0.446 0.646 0.527 e = sitting 0.107 0.475 0.552 0.511 f = standing 0.004 0.977 0.968 0.973 g = running 0.135 0.533 0.935 0.679 h = walking ------------------------------------------------------- 0.058 0.699 0.643 0.638 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.806 0.822 0.814 a = climbing down 0.109 0.525 0.794 0.632 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.010 0.946 0.979 0.962 d = lying 0.114 0.523 0.826 0.640 e = sitting 0.028 0.623 0.271 0.378 f = standing 0.003 0.982 1.000 0.991 g = running 0.012 0.881 0.480 0.621 h = walking ------------------------------------------------------- 0.040 0.769 0.739 0.727 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.878 0.592 0.708 a = climbing down 0.186 0.460 0.858 0.599 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.001 0.992 0.857 0.920 d = lying 0.135 0.411 0.782 0.539 e = sitting 0.040 0.503 0.196 0.282 f = standing 0.011 0.941 1.000 0.969 g = running 0.024 0.626 0.251 0.358 h = walking ------------------------------------------------------- 0.056 0.693 0.650 0.630 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.232 0.214 0.934 0.349 a = climbing down 0.027 0.698 0.408 0.515 b = climbing up 0.000 1.000 0.935 0.967 c = jumping 0.017 0.917 0.982 0.948 d = lying 0.092 0.583 0.724 0.646 e = sitting 0.049 0.610 0.422 0.499 f = standing 0.008 0.956 0.994 0.974 g = running 0.005 0.362 0.013 0.026 h = walking ------------------------------------------------------- 0.044 0.660 0.615 0.586 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.837 0.771 0.803 a = climbing down 0.074 0.645 0.812 0.719 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.029 0.854 0.921 0.887 d = lying 0.043 0.739 0.726 0.733 e = sitting 0.051 0.658 0.611 0.633 f = standing 0.001 0.996 0.991 0.994 g = running 0.023 0.832 0.675 0.745 h = walking ------------------------------------------------------- 0.033 0.801 0.796 0.796 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.805 0.839 0.822 a = climbing down 0.138 0.505 0.907 0.649 b = climbing up 0.000 0.977 0.857 0.913 c = jumping 0.029 0.855 0.970 0.909 d = lying 0.096 0.502 0.482 0.492 e = sitting 0.082 0.346 0.303 0.323 f = standing 0.006 0.966 0.988 0.977 g = running 0.005 0.884 0.226 0.360 h = walking ------------------------------------------------------- 0.054 0.703 0.672 0.650 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.053 0.739 0.951 0.832 a = climbing down 0.029 0.392 0.602 0.475 b = climbing up 0.000 0.987 0.980 0.984 c = jumping 0.095 0.711 0.988 0.827 d = lying 0.001 0.997 0.989 0.993 e = sitting 0.004 0.961 0.541 0.692 f = standing 0.001 0.994 0.998 0.996 g = running 0.007 0.955 0.659 0.780 h = walking ------------------------------------------------------- 0.029 0.875 0.839 0.835 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.948 0.942 a = climbing down 0.077 0.641 0.913 0.753 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.883 0.968 0.923 d = lying 0.038 0.790 0.927 0.853 e = sitting 0.014 0.904 0.794 0.845 f = standing 0.001 0.994 0.866 0.926 g = running 0.009 0.929 0.606 0.734 h = walking ------------------------------------------------------- 0.023 0.876 0.855 0.854 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.037 0.760 0.754 0.757 a = climbing down 0.095 0.633 0.908 0.746 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.964 0.760 0.850 d = lying 0.060 0.652 0.969 0.779 e = sitting 0.037 0.733 0.718 0.726 f = standing 0.000 0.998 0.846 0.916 g = running 0.013 0.852 0.503 0.633 h = walking ------------------------------------------------------- 0.033 0.818 0.786 0.786 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.152 0.388 0.786 0.519 a = climbing down 0.059 0.619 0.693 0.654 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.038 0.774 0.790 0.782 d = lying 0.059 0.623 0.763 0.686 e = sitting 0.074 0.509 0.539 0.524 f = standing 0.002 0.988 0.672 0.800 g = running 0.043 0.383 0.153 0.219 h = walking ------------------------------------------------------- 0.052 0.658 0.625 0.619 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.760 0.895 0.822 a = climbing down 0.074 0.585 0.719 0.645 b = climbing up 0.000 0.983 0.959 0.971 c = jumping 0.076 0.663 0.827 0.736 d = lying 0.026 0.856 0.967 0.908 e = sitting 0.026 0.761 0.473 0.583 f = standing 0.001 0.996 0.993 0.995 g = running 0.023 0.771 0.492 0.601 h = walking ------------------------------------------------------- 0.036 0.780 0.772 0.764 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.105 0.386 0.526 0.445 a = climbing down 0.061 0.616 0.610 0.613 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.006 0.951 0.623 0.753 d = lying 0.045 0.714 0.805 0.757 e = sitting 0.091 0.582 0.739 0.651 f = standing 0.001 0.995 0.967 0.981 g = running 0.042 0.672 0.505 0.577 h = walking ------------------------------------------------------- 0.046 0.726 0.696 0.701 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.842 0.901 0.871 a = climbing down 0.097 0.611 0.514 0.558 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.126 0.466 0.743 0.573 d = lying 0.020 0.834 0.955 0.890 e = sitting 0.083 0.481 0.472 0.476 f = standing 0.025 0.864 0.956 0.908 g = running 0.020 0.830 0.543 0.657 h = walking ------------------------------------------------------- 0.049 0.616 0.636 0.617 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.971 0.624 0.760 a = climbing down 0.043 0.722 0.805 0.761 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.020 0.898 0.976 0.935 d = lying 0.016 0.911 0.933 0.922 e = sitting 0.017 0.856 0.806 0.831 f = standing 0.001 0.997 0.946 0.971 g = running 0.037 0.818 0.963 0.884 h = walking ------------------------------------------------------- 0.018 0.891 0.883 0.881 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.691 0.852 0.763 a = climbing down 0.018 0.714 0.370 0.488 b = climbing up 0.000 1.000 0.597 0.747 c = jumping 0.050 0.706 0.654 0.679 d = lying 0.021 0.709 0.267 0.388 e = sitting 0.154 0.477 0.868 0.616 f = standing 0.013 0.939 0.982 0.960 g = running 0.053 0.777 0.946 0.853 h = walking ------------------------------------------------------- 0.048 0.731 0.705 0.685 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.702 0.803 a = climbing down 0.049 0.748 0.806 0.776 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.012 0.733 0.200 0.315 d = lying 0.051 0.734 0.935 0.823 e = sitting 0.116 0.451 0.707 0.551 f = standing 0.002 0.989 0.982 0.985 g = running 0.048 0.763 0.881 0.818 h = walking ------------------------------------------------------- 0.038 0.778 0.753 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.749 0.803 a = climbing down 0.062 0.678 0.864 0.760 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.011 0.935 0.894 0.914 d = lying 0.060 0.705 0.944 0.807 e = sitting 0.020 0.837 0.602 0.701 f = standing 0.006 0.969 0.999 0.984 g = running 0.016 0.900 0.782 0.837 h = walking ------------------------------------------------------- 0.026 0.850 0.836 0.835 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.903 0.702 0.790 a = climbing down 0.148 0.509 0.897 0.649 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.985 0.913 0.948 d = lying 0.099 0.545 0.958 0.695 e = sitting 0.016 0.824 0.419 0.556 f = standing 0.001 0.993 1.000 0.997 g = running 0.017 0.755 0.306 0.436 h = walking ------------------------------------------------------- 0.039 0.802 0.746 0.735 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.170 0.221 0.707 0.337 a = climbing down 0.006 0.872 0.291 0.436 b = climbing up 0.006 0.795 0.983 0.879 c = jumping 0.047 0.794 0.940 0.861 d = lying 0.013 0.928 0.955 0.941 e = sitting 0.013 0.902 0.688 0.780 f = standing 0.039 0.818 1.000 0.900 g = running 0.005 0.948 0.447 0.607 h = walking ------------------------------------------------------- 0.030 0.834 0.730 0.735 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.004 0.938 0.543 0.687 a = climbing down 0.211 0.419 0.970 0.585 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.011 0.930 0.811 0.866 d = lying 0.020 0.836 0.611 0.706 e = sitting 0.092 0.594 0.847 0.698 f = standing 0.001 0.993 0.988 0.991 g = running 0.006 0.604 0.057 0.104 h = walking ------------------------------------------------------- 0.047 0.765 0.701 0.673 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.949 0.736 0.829 a = climbing down 0.085 0.649 0.949 0.771 b = climbing up 0.000 1.000 0.633 0.775 c = jumping 0.013 0.849 0.372 0.517 d = lying 0.075 0.353 0.323 0.337 e = sitting 0.195 0.274 0.451 0.341 f = standing 0.012 0.938 0.993 0.965 g = running 0.012 0.920 0.730 0.814 h = walking ------------------------------------------------------- 0.054 0.724 0.658 0.665 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.032 0.826 0.947 0.882 a = climbing down 0.023 0.408 0.511 0.453 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.044 0.830 0.908 0.867 d = lying 0.016 0.928 0.975 0.951 e = sitting 0.021 0.878 0.726 0.795 f = standing 0.003 0.975 1.000 0.987 g = running 0.014 0.922 0.779 0.845 h = walking ------------------------------------------------------- 0.022 0.876 0.870 0.870 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.950 0.945 a = climbing down 0.060 0.699 0.918 0.794 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.047 0.755 0.870 0.808 d = lying 0.025 0.857 0.962 0.906 e = sitting 0.025 0.819 0.694 0.751 f = standing 0.003 0.986 0.887 0.934 g = running 0.011 0.923 0.679 0.782 h = walking ------------------------------------------------------- 0.024 0.860 0.847 0.846 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.053 0.652 0.649 0.650 a = climbing down 0.088 0.656 0.931 0.770 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.010 0.930 0.838 0.882 d = lying 0.091 0.555 0.980 0.709 e = sitting 0.020 0.832 0.707 0.764 f = standing 0.000 0.998 0.723 0.839 g = running 0.024 0.710 0.403 0.514 h = walking ------------------------------------------------------- 0.037 0.786 0.749 0.747 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.101 0.524 0.934 0.672 a = climbing down 0.013 0.880 0.628 0.733 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.051 0.677 0.711 0.694 d = lying 0.081 0.622 0.969 0.757 e = sitting 0.043 0.679 0.602 0.638 f = standing 0.004 0.979 0.708 0.822 g = running 0.048 0.589 0.414 0.487 h = walking ------------------------------------------------------- 0.042 0.740 0.701 0.700 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.080 0.605 0.855 0.708 a = climbing down 0.086 0.462 0.505 0.483 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.060 0.712 0.756 0.733 d = lying 0.028 0.834 0.971 0.897 e = sitting 0.042 0.695 0.552 0.615 f = standing 0.000 1.000 0.982 0.991 g = running 0.032 0.652 0.368 0.471 h = walking ------------------------------------------------------- 0.041 0.620 0.624 0.612 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.695 0.665 0.680 a = climbing down 0.114 0.529 0.808 0.640 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.029 0.832 0.751 0.790 d = lying 0.025 0.802 0.717 0.757 e = sitting 0.082 0.604 0.741 0.665 f = standing 0.002 0.992 0.961 0.976 g = running 0.029 0.678 0.366 0.475 h = walking ------------------------------------------------------- 0.044 0.746 0.727 0.724 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.114 0.468 0.924 0.622 a = climbing down 0.086 0.612 0.461 0.526 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.072 0.570 0.600 0.585 d = lying 0.018 0.842 0.914 0.877 e = sitting 0.116 0.459 0.608 0.523 f = standing 0.040 0.797 0.963 0.872 g = running 0.017 0.618 0.157 0.251 h = walking ------------------------------------------------------- 0.058 0.546 0.578 0.532 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.695 0.802 a = climbing down 0.026 0.765 0.647 0.701 b = climbing up 0.000 0.977 0.989 0.983 c = jumping 0.007 0.950 0.804 0.871 d = lying 0.030 0.802 0.855 0.828 e = sitting 0.061 0.703 0.865 0.776 f = standing 0.002 0.989 0.891 0.937 g = running 0.068 0.693 0.922 0.791 h = walking ------------------------------------------------------- 0.028 0.845 0.826 0.828 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.533 0.798 0.639 a = climbing down 0.005 0.689 0.087 0.155 b = climbing up 0.000 1.000 0.529 0.692 c = jumping 0.096 0.564 0.623 0.592 d = lying 0.023 0.850 0.678 0.754 e = sitting 0.099 0.449 0.501 0.474 f = standing 0.016 0.923 0.999 0.960 g = running 0.066 0.738 0.978 0.841 h = walking ------------------------------------------------------- 0.052 0.700 0.685 0.659 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.819 0.586 0.683 a = climbing down 0.064 0.654 0.710 0.680 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.018 0.819 0.465 0.594 d = lying 0.040 0.749 0.831 0.788 e = sitting 0.111 0.509 0.687 0.585 f = standing 0.006 0.968 0.994 0.981 g = running 0.057 0.700 0.802 0.747 h = walking ------------------------------------------------------- 0.044 0.751 0.730 0.728 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.028 0.741 0.619 0.675 a = climbing down 0.200 0.418 0.950 0.581 b = climbing up 0.000 1.000 0.798 0.887 c = jumping 0.008 0.951 0.882 0.916 d = lying 0.092 0.551 0.752 0.636 e = sitting 0.055 0.573 0.429 0.490 f = standing 0.009 0.950 0.999 0.974 g = running 0.001 0.737 0.012 0.023 h = walking ------------------------------------------------------- 0.052 0.717 0.660 0.616 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.578 0.716 a = climbing down 0.194 0.432 0.946 0.593 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.994 0.808 0.891 d = lying 0.119 0.476 0.882 0.619 e = sitting 0.049 0.600 0.353 0.445 f = standing 0.003 0.983 1.000 0.991 g = running 0.008 0.723 0.129 0.219 h = walking ------------------------------------------------------- 0.050 0.748 0.671 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.030 0.483 0.413 0.445 a = climbing down 0.005 0.889 0.286 0.433 b = climbing up 0.001 0.928 0.613 0.738 c = jumping 0.020 0.889 0.815 0.850 d = lying 0.091 0.636 0.948 0.761 e = sitting 0.033 0.681 0.388 0.494 f = standing 0.132 0.573 0.999 0.728 g = running 0.076 0.643 0.648 0.646 h = walking ------------------------------------------------------- 0.057 0.705 0.669 0.646 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.798 0.815 a = climbing down 0.099 0.585 0.845 0.692 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.091 0.648 0.828 0.727 d = lying 0.012 0.789 0.325 0.461 e = sitting 0.115 0.437 0.513 0.472 f = standing 0.000 0.998 0.986 0.991 g = running 0.015 0.860 0.529 0.655 h = walking ------------------------------------------------------- 0.052 0.735 0.702 0.695 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.790 0.868 a = climbing down 0.038 0.761 0.755 0.758 b = climbing up 0.000 1.000 0.774 0.872 c = jumping 0.009 0.656 0.089 0.157 d = lying 0.098 0.467 0.525 0.494 e = sitting 0.230 0.192 0.347 0.247 f = standing 0.007 0.960 0.995 0.977 g = running 0.048 0.774 0.906 0.835 h = walking ------------------------------------------------------- 0.060 0.684 0.627 0.617 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.107 0.591 0.979 0.737 a = climbing down 0.093 0.146 0.516 0.228 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.997 0.980 0.989 d = lying 0.014 0.927 0.889 0.908 e = sitting 0.026 0.880 0.934 0.906 f = standing 0.000 1.000 1.000 1.000 g = running 0.002 0.826 0.052 0.097 h = walking ------------------------------------------------------- 0.025 0.855 0.782 0.748 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.975 0.897 0.934 a = climbing down 0.031 0.793 0.777 0.785 b = climbing up 0.000 0.995 0.995 0.995 c = jumping 0.041 0.801 0.992 0.886 d = lying 0.031 0.759 0.635 0.691 e = sitting 0.051 0.670 0.622 0.645 f = standing 0.007 0.964 0.942 0.953 g = running 0.035 0.827 0.894 0.859 h = walking ------------------------------------------------------- 0.028 0.829 0.829 0.826 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.042 0.721 0.704 0.712 a = climbing down 0.143 0.530 0.887 0.663 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.953 0.787 0.862 d = lying 0.089 0.524 0.842 0.646 e = sitting 0.047 0.613 0.578 0.595 f = standing 0.000 0.999 0.795 0.886 g = running 0.007 0.840 0.256 0.393 h = walking ------------------------------------------------------- 0.044 0.769 0.710 0.705 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.137 0.440 0.932 0.598 a = climbing down 0.013 0.837 0.470 0.602 b = climbing up 0.000 1.000 0.795 0.886 c = jumping 0.037 0.690 0.553 0.614 d = lying 0.046 0.546 0.396 0.459 e = sitting 0.164 0.397 0.705 0.508 f = standing 0.013 0.945 0.763 0.844 g = running 0.051 0.498 0.297 0.372 h = walking ------------------------------------------------------- 0.058 0.661 0.597 0.599 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.728 0.438 0.547 a = climbing down 0.182 0.416 0.930 0.575 b = climbing up 0.109 0.102 0.779 0.181 c = jumping 0.052 0.694 0.635 0.663 d = lying 0.156 0.383 0.596 0.466 e = sitting 0.079 0.255 0.151 0.190 f = standing 0.007 0.895 0.291 0.439 g = running 0.005 0.873 0.222 0.354 h = walking ------------------------------------------------------- 0.070 0.601 0.459 0.453 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.031 0.742 0.707 0.724 a = climbing down 0.041 0.697 0.590 0.639 b = climbing up 0.002 0.900 0.984 0.940 c = jumping 0.010 0.945 0.859 0.900 d = lying 0.054 0.610 0.602 0.606 e = sitting 0.079 0.567 0.643 0.603 f = standing 0.001 0.996 0.960 0.978 g = running 0.081 0.602 0.722 0.657 h = walking ------------------------------------------------------- 0.040 0.753 0.743 0.746 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.037 0.716 0.889 0.793 a = climbing down 0.170 0.490 0.578 0.530 b = climbing up 0.000 1.000 0.022 0.044 c = jumping 0.082 0.565 0.575 0.570 d = lying 0.027 0.741 0.768 0.754 e = sitting 0.145 0.339 0.474 0.395 f = standing 0.025 0.857 0.973 0.912 g = running 0.016 0.447 0.075 0.128 h = walking ------------------------------------------------------- 0.082 0.579 0.579 0.547 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.779 0.865 a = climbing down 0.029 0.823 0.927 0.872 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.003 0.980 0.982 0.981 d = lying 0.055 0.693 0.746 0.718 e = sitting 0.048 0.701 0.693 0.697 f = standing 0.001 0.995 0.941 0.967 g = running 0.015 0.910 0.946 0.928 h = walking ------------------------------------------------------- 0.021 0.872 0.867 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.856 0.908 0.881 a = climbing down 0.058 0.607 0.867 0.714 b = climbing up 0.000 1.000 0.557 0.716 c = jumping 0.005 0.970 0.736 0.837 d = lying 0.046 0.575 0.322 0.413 e = sitting 0.164 0.451 0.825 0.583 f = standing 0.014 0.934 0.980 0.957 g = running 0.004 0.968 0.696 0.810 h = walking ------------------------------------------------------- 0.041 0.784 0.737 0.737 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.921 0.549 0.688 a = climbing down 0.064 0.616 0.672 0.643 b = climbing up 0.000 1.000 0.731 0.845 c = jumping 0.008 0.956 0.927 0.942 d = lying 0.071 0.630 0.849 0.723 e = sitting 0.029 0.781 0.576 0.663 f = standing 0.007 0.960 0.998 0.979 g = running 0.070 0.659 0.821 0.731 h = walking ------------------------------------------------------- 0.035 0.799 0.778 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.030 0.749 0.779 0.764 a = climbing down 0.116 0.512 0.778 0.618 b = climbing up 0.000 0.991 0.878 0.931 c = jumping 0.000 0.998 0.986 0.992 d = lying 0.116 0.555 0.920 0.693 e = sitting 0.014 0.749 0.271 0.398 f = standing 0.003 0.985 0.999 0.992 g = running 0.012 0.879 0.465 0.608 h = walking ------------------------------------------------------- 0.039 0.791 0.747 0.734 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.936 0.533 0.679 a = climbing down 0.217 0.461 0.939 0.618 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.985 0.963 0.974 d = lying 0.118 0.490 0.890 0.632 e = sitting 0.017 0.576 0.150 0.238 f = standing 0.004 0.978 1.000 0.989 g = running 0.013 0.579 0.101 0.171 h = walking ------------------------------------------------------- 0.055 0.724 0.679 0.635 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.157 0.284 0.917 0.434 a = climbing down 0.103 0.393 0.420 0.406 b = climbing up 0.002 0.888 1.000 0.941 c = jumping 0.000 0.997 0.761 0.863 d = lying 0.074 0.680 0.853 0.757 e = sitting 0.070 0.554 0.550 0.552 f = standing 0.003 0.986 0.997 0.992 g = running 0.001 0.938 0.106 0.191 h = walking ------------------------------------------------------- 0.046 0.746 0.636 0.618 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.840 0.863 a = climbing down 0.046 0.741 0.876 0.803 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.025 0.871 0.974 0.920 d = lying 0.055 0.653 0.609 0.630 e = sitting 0.058 0.649 0.625 0.637 f = standing 0.000 0.999 0.991 0.995 g = running 0.010 0.931 0.813 0.868 h = walking ------------------------------------------------------- 0.029 0.823 0.822 0.821 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.015 0.856 0.725 0.785 a = climbing down 0.072 0.659 0.891 0.758 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.014 0.841 0.405 0.547 d = lying 0.050 0.623 0.454 0.525 e = sitting 0.191 0.336 0.626 0.437 f = standing 0.003 0.984 0.920 0.951 g = running 0.017 0.893 0.815 0.852 h = walking ------------------------------------------------------- 0.050 0.749 0.688 0.695 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.033 0.821 0.973 0.890 a = climbing down 0.039 0.317 0.602 0.416 b = climbing up 0.000 0.981 0.987 0.984 c = jumping 0.008 0.969 0.969 0.969 d = lying 0.019 0.915 0.984 0.948 e = sitting 0.006 0.966 0.877 0.919 f = standing 0.003 0.975 0.995 0.985 g = running 0.006 0.963 0.681 0.798 h = walking ------------------------------------------------------- 0.013 0.920 0.898 0.902 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.964 0.976 0.970 a = climbing down 0.031 0.814 0.899 0.854 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.024 0.869 0.955 0.910 d = lying 0.041 0.776 0.938 0.849 e = sitting 0.010 0.930 0.769 0.842 f = standing 0.004 0.978 0.864 0.917 g = running 0.014 0.921 0.854 0.886 h = walking ------------------------------------------------------- 0.018 0.897 0.890 0.890 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.062 0.614 0.651 0.632 a = climbing down 0.119 0.586 0.942 0.722 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.035 0.809 0.881 0.843 d = lying 0.111 0.498 0.955 0.655 e = sitting 0.012 0.805 0.359 0.497 f = standing 0.001 0.996 0.739 0.849 g = running 0.009 0.814 0.261 0.396 h = walking ------------------------------------------------------- 0.045 0.759 0.697 0.681 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.052 0.666 0.899 0.766 a = climbing down 0.027 0.807 0.867 0.836 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.028 0.818 0.835 0.826 d = lying 0.087 0.594 0.930 0.725 e = sitting 0.032 0.778 0.765 0.771 f = standing 0.002 0.992 0.693 0.816 g = running 0.016 0.865 0.619 0.722 h = walking ------------------------------------------------------- 0.030 0.820 0.785 0.787 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.777 0.907 0.837 a = climbing down 0.077 0.518 0.582 0.548 b = climbing up 0.001 0.960 0.984 0.972 c = jumping 0.029 0.855 0.893 0.873 d = lying 0.014 0.892 0.753 0.817 e = sitting 0.057 0.703 0.764 0.732 f = standing 0.001 0.997 0.996 0.996 g = running 0.039 0.660 0.492 0.564 h = walking ------------------------------------------------------- 0.034 0.785 0.782 0.780 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.019 0.801 0.617 0.697 a = climbing down 0.127 0.535 0.905 0.672 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.022 0.850 0.738 0.790 d = lying 0.043 0.690 0.671 0.680 e = sitting 0.085 0.588 0.702 0.640 f = standing 0.001 0.993 0.953 0.973 g = running 0.021 0.776 0.413 0.539 h = walking ------------------------------------------------------- 0.044 0.758 0.726 0.724 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.801 0.806 0.804 a = climbing down 0.106 0.528 0.395 0.452 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.055 0.584 0.565 0.574 d = lying 0.031 0.688 0.662 0.675 e = sitting 0.115 0.530 0.789 0.634 f = standing 0.055 0.740 0.941 0.829 g = running 0.054 0.650 0.553 0.597 h = walking ------------------------------------------------------- 0.055 0.565 0.589 0.571 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.894 0.886 0.890 a = climbing down 0.039 0.750 0.904 0.820 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.009 0.951 0.976 0.964 d = lying 0.038 0.780 0.801 0.790 e = sitting 0.035 0.786 0.775 0.781 f = standing 0.000 0.999 0.955 0.976 g = running 0.013 0.906 0.775 0.835 h = walking ------------------------------------------------------- 0.020 0.876 0.872 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.682 0.880 0.768 a = climbing down 0.021 0.764 0.556 0.643 b = climbing up 0.000 1.000 0.694 0.819 c = jumping 0.034 0.797 0.682 0.735 d = lying 0.034 0.547 0.214 0.308 e = sitting 0.163 0.460 0.866 0.601 f = standing 0.018 0.915 0.983 0.948 g = running 0.029 0.851 0.859 0.855 h = walking ------------------------------------------------------- 0.046 0.730 0.712 0.696 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.783 0.836 a = climbing down 0.051 0.728 0.816 0.769 b = climbing up 0.000 0.992 0.812 0.893 c = jumping 0.005 0.963 0.657 0.781 d = lying 0.057 0.651 0.757 0.700 e = sitting 0.081 0.612 0.729 0.665 f = standing 0.005 0.972 0.995 0.983 g = running 0.029 0.819 0.819 0.819 h = walking ------------------------------------------------------- 0.033 0.813 0.794 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.845 0.893 a = climbing down 0.047 0.749 0.928 0.829 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.005 0.970 0.983 0.976 d = lying 0.083 0.625 0.919 0.744 e = sitting 0.014 0.856 0.474 0.610 f = standing 0.004 0.979 1.000 0.990 g = running 0.011 0.931 0.817 0.870 h = walking ------------------------------------------------------- 0.023 0.873 0.853 0.849 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.654 0.769 a = climbing down 0.163 0.475 0.914 0.625 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.993 0.849 0.916 d = lying 0.125 0.436 0.777 0.558 e = sitting 0.042 0.528 0.247 0.336 f = standing 0.028 0.869 1.000 0.930 g = running 0.013 0.757 0.236 0.360 h = walking ------------------------------------------------------- 0.050 0.725 0.672 0.652 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.171 0.243 0.809 0.373 a = climbing down 0.017 0.665 0.215 0.325 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.005 0.972 0.981 0.977 d = lying 0.101 0.623 0.941 0.750 e = sitting 0.013 0.858 0.423 0.567 f = standing 0.017 0.910 0.994 0.950 g = running 0.017 0.857 0.499 0.631 h = walking ------------------------------------------------------- 0.036 0.787 0.696 0.692 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.835 0.869 a = climbing down 0.037 0.774 0.858 0.814 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.030 0.846 0.937 0.889 d = lying 0.037 0.732 0.710 0.721 e = sitting 0.048 0.738 0.681 0.708 f = standing 0.001 0.996 0.999 0.998 g = running 0.016 0.902 0.868 0.885 h = walking ------------------------------------------------------- 0.025 0.846 0.847 0.845 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.151 0.381 0.774 0.510 a = climbing down 0.080 0.561 0.605 0.582 b = climbing up 0.000 1.000 0.707 0.829 c = jumping 0.008 0.958 0.980 0.969 d = lying 0.102 0.478 0.478 0.478 e = sitting 0.092 0.264 0.232 0.247 f = standing 0.029 0.827 0.814 0.820 g = running 0.006 0.877 0.266 0.408 h = walking ------------------------------------------------------- 0.062 0.644 0.594 0.587 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.828 0.904 0.864 a = climbing down 0.057 0.680 0.871 0.763 b = climbing up 0.004 0.858 0.988 0.918 c = jumping 0.103 0.599 0.949 0.735 d = lying 0.002 0.986 0.960 0.973 e = sitting 0.014 0.840 0.408 0.549 f = standing 0.001 0.996 0.974 0.985 g = running 0.011 0.917 0.652 0.762 h = walking ------------------------------------------------------- 0.028 0.842 0.813 0.805 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.897 0.916 0.906 a = climbing down 0.063 0.684 0.905 0.779 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.982 0.971 0.976 d = lying 0.041 0.786 0.944 0.858 e = sitting 0.011 0.910 0.843 0.875 f = standing 0.001 0.996 0.886 0.938 g = running 0.011 0.918 0.667 0.772 h = walking ------------------------------------------------------- 0.019 0.890 0.875 0.876 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.588 0.708 a = climbing down 0.141 0.560 0.988 0.715 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.002 0.989 0.857 0.918 d = lying 0.082 0.577 0.957 0.720 e = sitting 0.023 0.815 0.717 0.763 f = standing 0.002 0.990 0.774 0.869 g = running 0.016 0.787 0.402 0.532 h = walking ------------------------------------------------------- 0.037 0.819 0.760 0.759 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.189 0.384 0.970 0.550 a = climbing down 0.009 0.911 0.631 0.745 b = climbing up 0.000 0.977 0.854 0.912 c = jumping 0.023 0.848 0.799 0.823 d = lying 0.060 0.660 0.912 0.766 e = sitting 0.037 0.699 0.604 0.648 f = standing 0.007 0.974 0.895 0.933 g = running 0.022 0.191 0.030 0.052 h = walking ------------------------------------------------------- 0.041 0.698 0.694 0.667 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.860 0.871 0.866 a = climbing down 0.051 0.696 0.835 0.759 b = climbing up 0.000 0.994 0.970 0.982 c = jumping 0.052 0.743 0.876 0.804 d = lying 0.026 0.857 0.969 0.909 e = sitting 0.019 0.839 0.579 0.685 f = standing 0.001 0.995 0.992 0.993 g = running 0.018 0.874 0.731 0.797 h = walking ------------------------------------------------------- 0.025 0.845 0.839 0.836 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.058 0.691 0.918 0.789 a = climbing down 0.026 0.815 0.718 0.763 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.019 0.862 0.879 0.871 d = lying 0.041 0.754 0.821 0.786 e = sitting 0.040 0.747 0.676 0.710 f = standing 0.006 0.972 0.982 0.977 g = running 0.016 0.881 0.730 0.799 h = walking ------------------------------------------------------- 0.028 0.828 0.822 0.821 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.107 0.299 0.495 0.373 a = climbing down 0.083 0.687 0.586 0.632 b = climbing up 0.001 0.895 0.435 0.586 c = jumping 0.076 0.592 0.738 0.657 d = lying 0.028 0.768 0.898 0.828 e = sitting 0.093 0.530 0.617 0.570 f = standing 0.031 0.613 0.294 0.398 g = running 0.040 0.749 0.707 0.728 h = walking ------------------------------------------------------- 0.065 0.629 0.605 0.602 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.759 0.850 a = climbing down 0.048 0.713 0.876 0.786 b = climbing up 0.001 0.958 0.936 0.947 c = jumping 0.013 0.930 0.981 0.955 d = lying 0.054 0.765 0.955 0.850 e = sitting 0.012 0.890 0.776 0.829 f = standing 0.002 0.990 0.802 0.886 g = running 0.022 0.875 0.873 0.874 h = walking ------------------------------------------------------- 0.021 0.881 0.866 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.008 0.893 0.588 0.709 a = climbing down 0.045 0.694 0.849 0.764 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.020 0.818 0.502 0.622 d = lying 0.028 0.723 0.394 0.510 e = sitting 0.181 0.414 0.810 0.548 f = standing 0.035 0.841 0.980 0.905 g = running 0.014 0.920 0.844 0.881 h = walking ------------------------------------------------------- 0.046 0.767 0.714 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.031 0.676 0.517 0.586 a = climbing down 0.033 0.755 0.589 0.662 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.003 0.953 0.356 0.519 d = lying 0.046 0.775 0.903 0.834 e = sitting 0.099 0.506 0.788 0.616 f = standing 0.002 0.985 0.825 0.898 g = running 0.108 0.633 0.956 0.762 h = walking ------------------------------------------------------- 0.045 0.769 0.722 0.713 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.854 0.793 0.823 a = climbing down 0.063 0.681 0.893 0.773 b = climbing up 0.000 0.982 0.918 0.949 c = jumping 0.008 0.956 0.972 0.964 d = lying 0.062 0.719 0.926 0.809 e = sitting 0.016 0.858 0.586 0.696 f = standing 0.005 0.972 0.997 0.985 g = running 0.010 0.928 0.714 0.807 h = walking ------------------------------------------------------- 0.025 0.859 0.844 0.842 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.909 0.702 0.792 a = climbing down 0.097 0.569 0.826 0.674 b = climbing up 0.000 0.995 0.963 0.979 c = jumping 0.000 0.997 0.921 0.957 d = lying 0.089 0.669 0.917 0.774 e = sitting 0.023 0.775 0.468 0.584 f = standing 0.004 0.979 0.998 0.989 g = running 0.036 0.746 0.578 0.651 h = walking ------------------------------------------------------- 0.038 0.804 0.782 0.778 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.081 0.366 0.677 0.475 a = climbing down 0.145 0.348 0.530 0.420 b = climbing up 0.000 0.994 0.924 0.957 c = jumping 0.002 0.987 0.950 0.968 d = lying 0.015 0.922 0.959 0.940 e = sitting 0.012 0.930 0.921 0.925 f = standing 0.042 0.818 0.998 0.899 g = running 0.003 0.837 0.064 0.119 h = walking ------------------------------------------------------- 0.035 0.795 0.735 0.703 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.850 0.726 0.783 a = climbing down 0.129 0.512 0.890 0.650 b = climbing up 0.000 1.000 0.902 0.948 c = jumping 0.006 0.965 0.939 0.951 d = lying 0.026 0.815 0.703 0.755 e = sitting 0.052 0.712 0.836 0.769 f = standing 0.003 0.982 0.980 0.981 g = running 0.013 0.843 0.409 0.551 h = walking ------------------------------------------------------- 0.033 0.822 0.786 0.784 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.639 0.778 0.702 a = climbing down 0.050 0.758 0.900 0.823 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.007 0.962 0.977 0.969 d = lying 0.106 0.294 0.366 0.326 e = sitting 0.078 0.479 0.368 0.416 f = standing 0.003 0.978 0.709 0.822 g = running 0.018 0.898 0.899 0.898 h = walking ------------------------------------------------------- 0.042 0.739 0.726 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.047 0.721 0.898 0.800 a = climbing down 0.056 0.644 0.726 0.682 b = climbing up 0.000 0.988 0.982 0.985 c = jumping 0.064 0.653 0.745 0.696 d = lying 0.016 0.898 0.869 0.883 e = sitting 0.060 0.631 0.564 0.595 f = standing 0.003 0.982 0.997 0.989 g = running 0.026 0.794 0.557 0.655 h = walking ------------------------------------------------------- 0.037 0.770 0.765 0.762 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.059 0.658 0.871 0.750 a = climbing down 0.040 0.718 0.670 0.693 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.012 0.929 0.939 0.934 d = lying 0.016 0.899 0.912 0.905 e = sitting 0.013 0.906 0.896 0.901 f = standing 0.013 0.940 0.928 0.934 g = running 0.027 0.823 0.675 0.742 h = walking ------------------------------------------------------- 0.024 0.850 0.844 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.761 0.605 0.674 a = climbing down 0.086 0.676 0.986 0.802 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.027 0.838 0.918 0.876 d = lying 0.100 0.531 0.976 0.688 e = sitting 0.012 0.876 0.584 0.701 f = standing 0.005 0.973 0.657 0.785 g = running 0.005 0.950 0.696 0.803 h = walking ------------------------------------------------------- 0.035 0.820 0.769 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.150 0.427 0.952 0.590 a = climbing down 0.011 0.907 0.696 0.788 b = climbing up 0.000 1.000 0.173 0.296 c = jumping 0.034 0.756 0.693 0.723 d = lying 0.058 0.690 0.946 0.798 e = sitting 0.046 0.675 0.633 0.653 f = standing 0.023 0.914 0.868 0.890 g = running 0.021 0.614 0.200 0.301 h = walking ------------------------------------------------------- 0.043 0.741 0.700 0.685 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.684 0.872 0.767 a = climbing down 0.052 0.663 0.715 0.688 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.037 0.797 0.802 0.800 d = lying 0.013 0.911 0.909 0.910 e = sitting 0.046 0.727 0.727 0.727 f = standing 0.002 0.988 0.991 0.990 g = running 0.028 0.788 0.559 0.654 h = walking ------------------------------------------------------- 0.030 0.695 0.697 0.692 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.123 0.495 0.852 0.626 a = climbing down 0.074 0.631 0.779 0.697 b = climbing up 0.000 1.000 0.857 0.923 c = jumping 0.057 0.651 0.767 0.704 d = lying 0.045 0.735 0.820 0.775 e = sitting 0.051 0.625 0.488 0.548 f = standing 0.006 0.969 0.963 0.966 g = running 0.013 0.418 0.056 0.099 h = walking ------------------------------------------------------- 0.049 0.665 0.680 0.644 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.149 0.355 0.889 0.507 a = climbing down 0.061 0.718 0.503 0.591 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.061 0.667 0.804 0.729 d = lying 0.029 0.763 0.911 0.831 e = sitting 0.072 0.577 0.572 0.575 f = standing 0.048 0.728 0.785 0.756 g = running 0.012 0.803 0.300 0.437 h = walking ------------------------------------------------------- 0.054 0.576 0.595 0.553 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.748 0.846 a = climbing down 0.026 0.800 0.794 0.797 b = climbing up 0.000 1.000 0.697 0.822 c = jumping 0.012 0.929 0.985 0.956 d = lying 0.076 0.636 0.943 0.760 e = sitting 0.020 0.875 0.749 0.807 f = standing 0.008 0.957 0.738 0.833 g = running 0.044 0.782 0.954 0.859 h = walking ------------------------------------------------------- 0.025 0.861 0.837 0.838 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.014 0.872 0.796 0.832 a = climbing down 0.060 0.649 0.918 0.760 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.050 0.636 0.499 0.559 d = lying 0.039 0.743 0.598 0.663 e = sitting 0.137 0.435 0.624 0.513 f = standing 0.007 0.961 0.998 0.979 g = running 0.006 0.955 0.707 0.812 h = walking ------------------------------------------------------- 0.043 0.759 0.730 0.734 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.861 0.490 0.624 a = climbing down 0.036 0.718 0.525 0.607 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.003 0.965 0.476 0.637 d = lying 0.039 0.772 0.844 0.806 e = sitting 0.103 0.548 0.777 0.643 f = standing 0.005 0.972 0.970 0.971 g = running 0.124 0.581 0.923 0.713 h = walking ------------------------------------------------------- 0.047 0.774 0.727 0.722 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.096 0.484 0.689 0.568 a = climbing down 0.135 0.490 0.828 0.616 b = climbing up 0.000 1.000 0.614 0.761 c = jumping 0.001 0.994 0.944 0.968 d = lying 0.094 0.552 0.776 0.645 e = sitting 0.040 0.639 0.420 0.507 f = standing 0.019 0.902 1.000 0.948 g = running 0.006 0.304 0.014 0.027 h = walking ------------------------------------------------------- 0.051 0.639 0.661 0.614 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.585 0.725 a = climbing down 0.163 0.451 0.942 0.610 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.001 0.995 0.899 0.945 d = lying 0.125 0.588 0.875 0.703 e = sitting 0.039 0.609 0.325 0.424 f = standing 0.004 0.977 0.991 0.984 g = running 0.012 0.804 0.272 0.406 h = walking ------------------------------------------------------- 0.050 0.761 0.702 0.685 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.170 0.289 0.926 0.441 a = climbing down 0.093 0.330 0.319 0.325 b = climbing up 0.000 0.994 0.964 0.979 c = jumping 0.013 0.932 0.969 0.951 d = lying 0.154 0.515 0.993 0.679 e = sitting 0.004 0.859 0.116 0.205 f = standing 0.013 0.932 0.991 0.960 g = running 0.011 0.127 0.008 0.015 h = walking ------------------------------------------------------- 0.052 0.607 0.594 0.524 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.740 0.588 0.655 a = climbing down 0.105 0.561 0.805 0.662 b = climbing up 0.000 1.000 0.738 0.849 c = jumping 0.013 0.929 0.921 0.925 d = lying 0.013 0.720 0.234 0.354 e = sitting 0.118 0.538 0.861 0.662 f = standing 0.008 0.956 0.990 0.972 g = running 0.027 0.804 0.619 0.700 h = walking ------------------------------------------------------- 0.043 0.761 0.732 0.720 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.057 0.625 0.800 0.702 a = climbing down 0.031 0.803 0.765 0.783 b = climbing up 0.000 1.000 0.883 0.938 c = jumping 0.014 0.922 0.968 0.944 d = lying 0.131 0.399 0.557 0.465 e = sitting 0.060 0.395 0.207 0.272 f = standing 0.017 0.875 0.701 0.779 g = running 0.042 0.789 0.910 0.845 h = walking ------------------------------------------------------- 0.048 0.695 0.696 0.686 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.083 0.618 0.966 0.754 a = climbing down 0.110 0.484 0.735 0.583 b = climbing up 0.001 0.936 1.000 0.967 c = jumping 0.006 0.964 0.992 0.978 d = lying 0.006 0.959 0.885 0.920 e = sitting 0.019 0.888 0.925 0.906 f = standing 0.001 0.995 0.991 0.993 g = running 0.004 0.841 0.126 0.219 h = walking ------------------------------------------------------- 0.029 0.837 0.798 0.768 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.917 0.927 a = climbing down 0.044 0.756 0.888 0.817 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.004 0.974 0.986 0.980 d = lying 0.012 0.920 0.858 0.888 e = sitting 0.021 0.854 0.905 0.879 f = standing 0.002 0.992 0.979 0.986 g = running 0.016 0.906 0.803 0.851 h = walking ------------------------------------------------------- 0.014 0.912 0.908 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.847 0.666 0.745 a = climbing down 0.159 0.519 0.951 0.672 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.006 0.957 0.867 0.910 d = lying 0.126 0.412 0.766 0.536 e = sitting 0.044 0.560 0.435 0.490 f = standing 0.001 0.995 0.708 0.827 g = running 0.007 0.841 0.274 0.413 h = walking ------------------------------------------------------- 0.047 0.768 0.685 0.685 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.139 0.439 0.947 0.600 a = climbing down 0.031 0.782 0.797 0.789 b = climbing up 0.000 1.000 0.114 0.204 c = jumping 0.053 0.689 0.797 0.739 d = lying 0.052 0.710 0.895 0.792 e = sitting 0.036 0.700 0.554 0.618 f = standing 0.029 0.896 0.867 0.882 g = running 0.003 0.871 0.133 0.231 h = walking ------------------------------------------------------- 0.043 0.758 0.699 0.670 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.018 0.860 0.889 0.874 a = climbing down 0.057 0.673 0.866 0.757 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.015 0.916 0.952 0.934 d = lying 0.022 0.866 0.892 0.879 e = sitting 0.025 0.849 0.788 0.817 f = standing 0.002 0.989 1.000 0.994 g = running 0.017 0.877 0.667 0.758 h = walking ------------------------------------------------------- 0.021 0.871 0.864 0.864 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.138 0.235 0.311 0.267 a = climbing down 0.076 0.636 0.855 0.729 b = climbing up 0.003 0.887 0.965 0.924 c = jumping 0.012 0.908 0.875 0.891 d = lying 0.065 0.536 0.392 0.453 e = sitting 0.135 0.397 0.562 0.465 f = standing 0.001 0.993 0.859 0.921 g = running 0.053 0.280 0.130 0.177 h = walking ------------------------------------------------------- 0.065 0.589 0.581 0.574 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.731 0.916 0.813 a = climbing down 0.156 0.564 0.655 0.606 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.049 0.690 0.714 0.702 d = lying 0.040 0.693 0.879 0.775 e = sitting 0.102 0.520 0.643 0.575 f = standing 0.025 0.865 0.975 0.917 g = running 0.005 0.832 0.138 0.237 h = walking ------------------------------------------------------- 0.051 0.612 0.615 0.578 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.935 0.791 0.857 a = climbing down 0.175 0.433 0.963 0.597 b = climbing up 0.056 0.262 0.989 0.414 c = jumping 0.007 0.957 0.996 0.976 d = lying 0.126 0.499 0.746 0.598 e = sitting 0.052 0.596 0.424 0.496 f = standing 0.002 0.986 0.500 0.663 g = running 0.003 0.765 0.053 0.099 h = walking ------------------------------------------------------- 0.051 0.734 0.624 0.598 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.844 0.895 a = climbing down 0.071 0.572 0.969 0.719 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.001 0.991 0.779 0.872 d = lying 0.058 0.487 0.299 0.370 e = sitting 0.158 0.489 0.768 0.598 f = standing 0.007 0.965 0.978 0.972 g = running 0.001 0.995 0.662 0.795 h = walking ------------------------------------------------------- 0.043 0.785 0.743 0.743 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.658 0.776 a = climbing down 0.040 0.582 0.384 0.463 b = climbing up 0.000 1.000 0.736 0.848 c = jumping 0.003 0.982 0.910 0.945 d = lying 0.072 0.640 0.685 0.662 e = sitting 0.069 0.587 0.585 0.586 f = standing 0.007 0.961 0.997 0.979 g = running 0.105 0.609 0.912 0.730 h = walking ------------------------------------------------------- 0.044 0.758 0.744 0.740 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.060 0.618 0.872 0.723 a = climbing down 0.075 0.584 0.678 0.627 b = climbing up 0.000 0.967 0.724 0.828 c = jumping 0.001 0.995 0.985 0.990 d = lying 0.104 0.612 0.827 0.704 e = sitting 0.032 0.607 0.334 0.431 f = standing 0.007 0.960 0.997 0.978 g = running 0.009 0.919 0.546 0.685 h = walking ------------------------------------------------------- 0.040 0.770 0.751 0.743 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.920 0.553 0.691 a = climbing down 0.203 0.433 0.862 0.577 b = climbing up 0.000 0.995 0.964 0.979 c = jumping 0.002 0.989 0.969 0.979 d = lying 0.130 0.564 0.927 0.701 e = sitting 0.016 0.447 0.094 0.155 f = standing 0.002 0.991 0.998 0.994 g = running 0.023 0.572 0.164 0.255 h = walking ------------------------------------------------------- 0.058 0.701 0.677 0.635 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.100 0.346 0.787 0.481 a = climbing down 0.153 0.346 0.517 0.415 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.000 0.997 0.916 0.955 d = lying 0.066 0.699 0.829 0.759 e = sitting 0.043 0.676 0.584 0.627 f = standing 0.030 0.866 0.998 0.927 g = running 0.000 0.917 0.017 0.034 h = walking ------------------------------------------------------- 0.048 0.744 0.656 0.615 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.796 0.876 0.834 a = climbing down 0.079 0.610 0.829 0.702 b = climbing up 0.000 1.000 0.629 0.772 c = jumping 0.016 0.912 0.991 0.950 d = lying 0.056 0.630 0.565 0.596 e = sitting 0.064 0.628 0.665 0.646 f = standing 0.009 0.953 0.973 0.963 g = running 0.005 0.957 0.578 0.721 h = walking ------------------------------------------------------- 0.035 0.795 0.778 0.775 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.066 0.514 0.597 0.552 a = climbing down 0.181 0.458 0.933 0.615 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.013 0.927 0.989 0.957 d = lying 0.098 0.450 0.458 0.454 e = sitting 0.092 0.451 0.411 0.430 f = standing 0.000 0.997 0.620 0.764 g = running 0.005 0.881 0.225 0.359 h = walking ------------------------------------------------------- 0.064 0.678 0.609 0.597 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.136 0.490 0.961 0.649 a = climbing down 0.065 0.628 0.818 0.711 b = climbing up 0.004 0.849 0.964 0.903 c = jumping 0.017 0.896 0.895 0.896 d = lying 0.020 0.891 0.990 0.938 e = sitting 0.014 0.915 0.816 0.863 f = standing 0.002 0.989 0.974 0.981 g = running 0.002 0.630 0.014 0.028 h = walking ------------------------------------------------------- 0.032 0.791 0.774 0.726 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.885 0.949 0.916 a = climbing down 0.030 0.808 0.812 0.810 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.010 0.942 0.956 0.949 d = lying 0.022 0.857 0.859 0.858 e = sitting 0.022 0.848 0.904 0.875 f = standing 0.008 0.962 0.903 0.932 g = running 0.020 0.886 0.839 0.862 h = walking ------------------------------------------------------- 0.017 0.891 0.890 0.890 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.778 0.628 0.695 a = climbing down 0.117 0.597 0.972 0.740 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.005 0.962 0.886 0.922 d = lying 0.103 0.499 0.896 0.641 e = sitting 0.026 0.787 0.686 0.733 f = standing 0.002 0.990 0.691 0.814 g = running 0.007 0.911 0.476 0.625 h = walking ------------------------------------------------------- 0.038 0.812 0.748 0.752 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.086 0.545 0.908 0.681 a = climbing down 0.024 0.829 0.871 0.849 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.015 0.891 0.811 0.849 d = lying 0.052 0.724 0.927 0.813 e = sitting 0.036 0.764 0.807 0.785 f = standing 0.008 0.972 0.846 0.905 g = running 0.012 0.860 0.433 0.576 h = walking ------------------------------------------------------- 0.028 0.828 0.796 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.030 0.792 0.885 0.836 a = climbing down 0.068 0.576 0.686 0.626 b = climbing up 0.000 0.988 0.952 0.969 c = jumping 0.024 0.866 0.949 0.906 d = lying 0.015 0.879 0.713 0.787 e = sitting 0.052 0.751 0.797 0.773 f = standing 0.002 0.988 0.982 0.985 g = running 0.032 0.773 0.605 0.679 h = walking ------------------------------------------------------- 0.031 0.813 0.807 0.806 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.110 0.512 0.847 0.639 a = climbing down 0.054 0.691 0.783 0.735 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.025 0.822 0.887 0.853 d = lying 0.037 0.777 0.713 0.744 e = sitting 0.060 0.654 0.683 0.668 f = standing 0.008 0.961 0.949 0.955 g = running 0.024 0.506 0.157 0.239 h = walking ------------------------------------------------------- 0.042 0.721 0.723 0.704 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.737 0.944 0.827 a = climbing down 0.077 0.696 0.563 0.622 b = climbing up 0.000 1.000 0.569 0.725 c = jumping 0.038 0.716 0.678 0.697 d = lying 0.026 0.744 0.717 0.730 e = sitting 0.118 0.533 0.772 0.630 f = standing 0.021 0.885 0.953 0.918 g = running 0.030 0.761 0.567 0.650 h = walking ------------------------------------------------------- 0.053 0.725 0.712 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.792 0.871 a = climbing down 0.053 0.685 0.908 0.781 b = climbing up 0.000 1.000 0.950 0.975 c = jumping 0.008 0.953 0.987 0.970 d = lying 0.075 0.636 0.757 0.691 e = sitting 0.048 0.723 0.722 0.723 f = standing 0.001 0.993 0.794 0.882 g = running 0.014 0.905 0.822 0.862 h = walking ------------------------------------------------------- 0.028 0.845 0.825 0.829 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.811 0.847 0.829 a = climbing down 0.095 0.524 0.902 0.663 b = climbing up 0.001 0.962 0.947 0.955 c = jumping 0.023 0.837 0.696 0.760 d = lying 0.037 0.559 0.258 0.353 e = sitting 0.166 0.465 0.752 0.574 f = standing 0.030 0.860 0.992 0.921 g = running 0.001 0.984 0.363 0.531 h = walking ------------------------------------------------------- 0.053 0.728 0.677 0.660 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.828 0.735 0.778 a = climbing down 0.031 0.785 0.632 0.700 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.001 0.989 0.689 0.812 d = lying 0.050 0.682 0.726 0.704 e = sitting 0.082 0.597 0.738 0.660 f = standing 0.005 0.972 0.992 0.982 g = running 0.070 0.713 0.904 0.797 h = walking ------------------------------------------------------- 0.037 0.799 0.780 0.781 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.782 0.865 a = climbing down 0.048 0.745 0.911 0.820 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.985 0.986 0.985 d = lying 0.072 0.656 0.825 0.731 e = sitting 0.030 0.748 0.539 0.627 f = standing 0.002 0.986 1.000 0.993 g = running 0.017 0.903 0.860 0.881 h = walking ------------------------------------------------------- 0.024 0.859 0.850 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.907 0.573 0.702 a = climbing down 0.147 0.467 0.870 0.608 b = climbing up 0.006 0.784 0.984 0.873 c = jumping 0.000 0.998 0.809 0.894 d = lying 0.144 0.543 0.884 0.673 e = sitting 0.039 0.301 0.094 0.144 f = standing 0.016 0.912 0.954 0.932 g = running 0.022 0.799 0.481 0.601 h = walking ------------------------------------------------------- 0.054 0.695 0.675 0.651 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.138 0.283 0.763 0.413 a = climbing down 0.050 0.469 0.298 0.364 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.002 0.987 0.981 0.984 d = lying 0.101 0.638 0.948 0.763 e = sitting 0.010 0.892 0.440 0.589 f = standing 0.032 0.849 0.990 0.914 g = running 0.006 0.934 0.431 0.590 h = walking ------------------------------------------------------- 0.040 0.774 0.700 0.694 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.813 0.843 a = climbing down 0.039 0.749 0.795 0.771 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.006 0.966 0.961 0.964 d = lying 0.036 0.738 0.708 0.722 e = sitting 0.045 0.734 0.767 0.750 f = standing 0.003 0.986 0.992 0.989 g = running 0.026 0.860 0.871 0.865 h = walking ------------------------------------------------------- 0.023 0.854 0.853 0.853 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.095 0.545 0.886 0.675 a = climbing down 0.129 0.568 0.939 0.708 b = climbing up 0.008 0.718 0.986 0.831 c = jumping 0.010 0.945 0.952 0.949 d = lying 0.077 0.309 0.273 0.290 e = sitting 0.092 0.409 0.418 0.413 f = standing 0.005 0.970 0.820 0.889 g = running 0.001 0.934 0.060 0.113 h = walking ------------------------------------------------------- 0.054 0.697 0.637 0.594 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.036 0.776 0.932 0.847 a = climbing down 0.011 0.906 0.799 0.849 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.115 0.607 0.975 0.748 d = lying 0.001 0.993 0.990 0.992 e = sitting 0.005 0.924 0.346 0.503 f = standing 0.003 0.983 1.000 0.992 g = running 0.024 0.855 0.799 0.826 h = walking ------------------------------------------------------- 0.028 0.865 0.833 0.822 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.914 0.920 0.917 a = climbing down 0.070 0.663 0.934 0.775 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.010 0.942 0.972 0.957 d = lying 0.029 0.841 0.977 0.904 e = sitting 0.005 0.964 0.927 0.945 f = standing 0.002 0.991 0.861 0.922 g = running 0.011 0.910 0.603 0.725 h = walking ------------------------------------------------------- 0.018 0.897 0.881 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.010 0.904 0.604 0.724 a = climbing down 0.068 0.706 0.944 0.808 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.006 0.952 0.776 0.855 d = lying 0.068 0.669 0.991 0.799 e = sitting 0.031 0.782 0.820 0.801 f = standing 0.001 0.995 0.754 0.858 g = running 0.029 0.805 0.824 0.814 h = walking ------------------------------------------------------- 0.028 0.844 0.814 0.814 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.188 0.391 0.976 0.558 a = climbing down 0.003 0.964 0.598 0.738 b = climbing up 0.000 1.000 0.437 0.608 c = jumping 0.019 0.846 0.688 0.759 d = lying 0.044 0.704 0.803 0.750 e = sitting 0.044 0.701 0.727 0.714 f = standing 0.046 0.852 0.908 0.879 g = running 0.026 0.291 0.060 0.100 h = walking ------------------------------------------------------- 0.049 0.697 0.678 0.653 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.097 0.568 0.879 0.690 a = climbing down 0.088 0.492 0.595 0.538 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.079 0.600 0.633 0.616 d = lying 0.017 0.887 0.964 0.924 e = sitting 0.063 0.560 0.478 0.516 f = standing 0.005 0.975 0.993 0.984 g = running 0.014 0.797 0.301 0.437 h = walking ------------------------------------------------------- 0.045 0.610 0.605 0.588 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.082 0.593 0.886 0.710 a = climbing down 0.053 0.688 0.749 0.717 b = climbing up 0.000 0.981 0.981 0.981 c = jumping 0.016 0.866 0.593 0.704 d = lying 0.024 0.817 0.741 0.777 e = sitting 0.102 0.558 0.774 0.648 f = standing 0.008 0.963 0.981 0.972 g = running 0.005 0.945 0.477 0.634 h = walking ------------------------------------------------------- 0.039 0.789 0.749 0.748 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.097 0.504 0.925 0.653 a = climbing down 0.113 0.588 0.531 0.558 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.042 0.562 0.361 0.440 d = lying 0.023 0.812 0.969 0.883 e = sitting 0.134 0.491 0.771 0.600 f = standing 0.066 0.694 0.923 0.792 g = running 0.003 0.737 0.045 0.085 h = walking ------------------------------------------------------- 0.060 0.548 0.566 0.501 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.723 0.820 a = climbing down 0.025 0.828 0.855 0.842 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.018 0.907 0.975 0.940 d = lying 0.042 0.776 0.965 0.860 e = sitting 0.013 0.894 0.837 0.864 f = standing 0.002 0.992 0.811 0.892 g = running 0.034 0.835 0.964 0.895 h = walking ------------------------------------------------------- 0.019 0.891 0.881 0.880 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.768 0.838 0.802 a = climbing down 0.008 0.857 0.373 0.520 b = climbing up 0.000 0.994 0.975 0.984 c = jumping 0.011 0.923 0.760 0.834 d = lying 0.015 0.886 0.620 0.730 e = sitting 0.104 0.578 0.897 0.703 f = standing 0.008 0.959 0.997 0.978 g = running 0.063 0.734 0.942 0.825 h = walking ------------------------------------------------------- 0.034 0.823 0.793 0.786 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.079 0.475 0.519 0.496 a = climbing down 0.142 0.515 0.864 0.645 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.025 0.664 0.308 0.421 d = lying 0.025 0.827 0.756 0.790 e = sitting 0.135 0.399 0.697 0.508 f = standing 0.007 0.960 0.989 0.975 g = running 0.011 0.811 0.248 0.380 h = walking ------------------------------------------------------- 0.056 0.688 0.630 0.614 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.904 0.707 0.794 a = climbing down 0.103 0.584 0.942 0.721 b = climbing up 0.000 1.000 0.858 0.924 c = jumping 0.014 0.919 0.893 0.906 d = lying 0.046 0.738 0.875 0.801 e = sitting 0.034 0.766 0.658 0.708 f = standing 0.004 0.980 0.998 0.989 g = running 0.006 0.944 0.599 0.733 h = walking ------------------------------------------------------- 0.029 0.842 0.812 0.813 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.845 0.661 0.742 a = climbing down 0.161 0.459 0.944 0.618 b = climbing up 0.000 1.000 0.777 0.875 c = jumping 0.001 0.997 0.933 0.964 d = lying 0.085 0.687 0.940 0.794 e = sitting 0.019 0.818 0.512 0.630 f = standing 0.010 0.946 0.999 0.972 g = running 0.007 0.829 0.204 0.327 h = walking ------------------------------------------------------- 0.041 0.805 0.745 0.726 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.049 0.522 0.754 0.617 a = climbing down 0.197 0.308 0.603 0.408 b = climbing up 0.000 0.993 0.869 0.927 c = jumping 0.010 0.943 0.902 0.922 d = lying 0.036 0.817 0.958 0.882 e = sitting 0.009 0.939 0.803 0.866 f = standing 0.020 0.903 0.991 0.945 g = running 0.010 0.410 0.032 0.059 h = walking ------------------------------------------------------- 0.041 0.718 0.710 0.676 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.814 0.708 0.757 a = climbing down 0.201 0.408 0.888 0.560 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.025 0.870 0.925 0.897 d = lying 0.024 0.808 0.694 0.747 e = sitting 0.049 0.723 0.806 0.762 f = standing 0.000 0.997 0.931 0.963 g = running 0.006 0.617 0.057 0.105 h = walking ------------------------------------------------------- 0.044 0.756 0.717 0.687 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.105 0.521 0.918 0.665 a = climbing down 0.098 0.590 0.807 0.682 b = climbing up 0.004 0.776 0.708 0.740 c = jumping 0.015 0.888 0.663 0.759 d = lying 0.085 0.390 0.336 0.361 e = sitting 0.148 0.229 0.299 0.259 f = standing 0.006 0.965 0.904 0.934 g = running 0.013 0.740 0.208 0.325 h = walking ------------------------------------------------------- 0.062 0.637 0.589 0.578 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.755 0.959 0.845 a = climbing down 0.076 0.601 0.834 0.699 b = climbing up 0.007 0.744 0.975 0.844 c = jumping 0.008 0.959 0.994 0.976 d = lying 0.001 0.995 0.988 0.992 e = sitting 0.003 0.982 0.948 0.965 f = standing 0.001 0.995 0.954 0.974 g = running 0.006 0.929 0.448 0.605 h = walking ------------------------------------------------------- 0.017 0.896 0.873 0.868 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.885 0.949 0.916 a = climbing down 0.031 0.802 0.838 0.820 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.887 0.988 0.935 d = lying 0.038 0.792 0.918 0.851 e = sitting 0.019 0.872 0.807 0.838 f = standing 0.000 0.999 0.841 0.913 g = running 0.018 0.896 0.820 0.856 h = walking ------------------------------------------------------- 0.019 0.884 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.859 0.738 0.794 a = climbing down 0.124 0.581 0.973 0.728 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.004 0.967 0.773 0.859 d = lying 0.053 0.728 0.970 0.832 e = sitting 0.034 0.724 0.714 0.719 f = standing 0.001 0.993 0.884 0.936 g = running 0.005 0.911 0.380 0.537 h = walking ------------------------------------------------------- 0.033 0.836 0.792 0.788 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.142 0.441 0.940 0.600 a = climbing down 0.012 0.887 0.659 0.756 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.038 0.765 0.815 0.789 d = lying 0.052 0.698 0.909 0.790 e = sitting 0.041 0.684 0.612 0.646 f = standing 0.001 0.996 0.853 0.919 g = running 0.046 0.384 0.164 0.230 h = walking ------------------------------------------------------- 0.040 0.728 0.709 0.697 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.869 0.875 a = climbing down 0.062 0.650 0.838 0.732 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.038 0.817 0.953 0.880 d = lying 0.018 0.894 0.967 0.929 e = sitting 0.012 0.908 0.677 0.776 f = standing 0.001 0.994 1.000 0.997 g = running 0.021 0.851 0.667 0.748 h = walking ------------------------------------------------------- 0.023 0.865 0.855 0.854 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.066 0.643 0.874 0.741 a = climbing down 0.018 0.838 0.617 0.711 b = climbing up 0.001 0.939 0.982 0.960 c = jumping 0.008 0.952 0.879 0.914 d = lying 0.038 0.758 0.808 0.782 e = sitting 0.046 0.713 0.728 0.721 f = standing 0.002 0.991 0.975 0.983 g = running 0.045 0.717 0.690 0.703 h = walking ------------------------------------------------------- 0.029 0.816 0.805 0.806 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.945 0.860 a = climbing down 0.068 0.711 0.556 0.624 b = climbing up 0.000 1.000 0.028 0.054 c = jumping 0.043 0.653 0.548 0.596 d = lying 0.028 0.779 0.979 0.868 e = sitting 0.119 0.508 0.736 0.601 f = standing 0.040 0.796 0.966 0.873 g = running 0.015 0.877 0.612 0.721 h = walking ------------------------------------------------------- 0.051 0.731 0.712 0.700 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.731 0.840 a = climbing down 0.035 0.787 0.927 0.851 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.003 0.980 0.998 0.989 d = lying 0.042 0.798 0.913 0.851 e = sitting 0.022 0.838 0.891 0.864 f = standing 0.002 0.990 0.821 0.898 g = running 0.018 0.904 0.949 0.926 h = walking ------------------------------------------------------- 0.017 0.904 0.893 0.893 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.059 0.648 0.936 0.765 a = climbing down 0.089 0.435 0.676 0.529 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.000 0.999 0.681 0.810 d = lying 0.041 0.778 0.748 0.762 e = sitting 0.084 0.631 0.891 0.739 f = standing 0.002 0.988 0.990 0.989 g = running 0.000 0.994 0.382 0.552 h = walking ------------------------------------------------------- 0.033 0.821 0.756 0.754 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.830 0.697 0.758 a = climbing down 0.036 0.769 0.774 0.771 b = climbing up 0.000 0.993 0.851 0.916 c = jumping 0.004 0.972 0.913 0.942 d = lying 0.029 0.849 0.916 0.881 e = sitting 0.022 0.822 0.785 0.803 f = standing 0.005 0.970 0.928 0.949 g = running 0.053 0.769 0.908 0.833 h = walking ------------------------------------------------------- 0.024 0.859 0.855 0.855 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.356 0.522 a = climbing down 0.241 0.393 0.997 0.564 b = climbing up 0.001 0.967 0.967 0.967 c = jumping 0.005 0.968 0.844 0.902 d = lying 0.091 0.648 0.934 0.765 e = sitting 0.037 0.621 0.391 0.479 f = standing 0.006 0.967 0.997 0.981 g = running 0.005 0.595 0.041 0.076 h = walking ------------------------------------------------------- 0.054 0.737 0.667 0.624 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.938 0.645 0.764 a = climbing down 0.173 0.466 0.922 0.619 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.001 0.994 0.938 0.965 d = lying 0.102 0.636 0.968 0.768 e = sitting 0.013 0.761 0.290 0.420 f = standing 0.007 0.962 0.998 0.980 g = running 0.017 0.739 0.247 0.370 h = walking ------------------------------------------------------- 0.046 0.784 0.729 0.705 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.429 0.853 0.571 a = climbing down 0.184 0.261 0.430 0.325 b = climbing up 0.002 0.888 1.000 0.941 c = jumping 0.001 0.995 0.794 0.883 d = lying 0.010 0.946 0.972 0.959 e = sitting 0.034 0.818 0.971 0.888 f = standing 0.013 0.936 0.998 0.966 g = running 0.004 0.802 0.075 0.138 h = walking ------------------------------------------------------- 0.038 0.786 0.714 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.918 0.754 0.828 a = climbing down 0.096 0.595 0.939 0.728 b = climbing up 0.000 1.000 0.937 0.968 c = jumping 0.012 0.931 0.969 0.950 d = lying 0.027 0.826 0.753 0.788 e = sitting 0.036 0.787 0.844 0.814 f = standing 0.002 0.987 0.976 0.982 g = running 0.007 0.938 0.600 0.732 h = walking ------------------------------------------------------- 0.025 0.862 0.837 0.837 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.109 0.470 0.797 0.591 a = climbing down 0.065 0.705 0.909 0.794 b = climbing up 0.010 0.659 1.000 0.795 c = jumping 0.029 0.859 0.993 0.921 d = lying 0.076 0.492 0.404 0.444 e = sitting 0.083 0.439 0.451 0.445 f = standing 0.003 0.955 0.317 0.476 g = running 0.013 0.906 0.741 0.815 h = walking ------------------------------------------------------- 0.050 0.703 0.663 0.649 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.066 0.659 0.956 0.780 a = climbing down 0.029 0.792 0.828 0.810 b = climbing up 0.008 0.731 0.970 0.833 c = jumping 0.032 0.850 0.987 0.914 d = lying 0.001 0.993 0.983 0.988 e = sitting 0.003 0.981 0.815 0.891 f = standing 0.002 0.988 0.950 0.968 g = running 0.011 0.896 0.552 0.684 h = walking ------------------------------------------------------- 0.019 0.885 0.867 0.864 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.901 0.917 0.909 a = climbing down 0.040 0.745 0.783 0.764 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.025 0.862 0.970 0.913 d = lying 0.037 0.795 0.975 0.876 e = sitting 0.007 0.946 0.803 0.869 f = standing 0.004 0.975 0.841 0.903 g = running 0.029 0.828 0.770 0.798 h = walking ------------------------------------------------------- 0.021 0.871 0.865 0.865 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.105 0.253 0.232 0.242 a = climbing down 0.164 0.486 0.896 0.630 b = climbing up 0.007 0.675 0.946 0.788 c = jumping 0.006 0.948 0.679 0.791 d = lying 0.110 0.505 0.777 0.612 e = sitting 0.104 0.442 0.605 0.511 f = standing 0.002 0.983 0.528 0.687 g = running 0.025 0.079 0.015 0.025 h = walking ------------------------------------------------------- 0.069 0.563 0.546 0.521 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.143 0.429 0.877 0.577 a = climbing down 0.036 0.773 0.892 0.828 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.015 0.896 0.787 0.838 d = lying 0.057 0.680 0.941 0.790 e = sitting 0.038 0.733 0.735 0.734 f = standing 0.001 0.994 0.862 0.924 g = running 0.014 0.412 0.057 0.101 h = walking ------------------------------------------------------- 0.036 0.737 0.731 0.701 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.010 0.913 0.811 0.859 a = climbing down 0.137 0.450 0.803 0.577 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.068 0.691 0.873 0.772 d = lying 0.016 0.904 0.932 0.918 e = sitting 0.028 0.764 0.527 0.624 f = standing 0.001 0.994 0.982 0.988 g = running 0.021 0.737 0.346 0.471 h = walking ------------------------------------------------------- 0.038 0.789 0.756 0.751 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.761 0.793 0.777 a = climbing down 0.042 0.764 0.871 0.814 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.017 0.889 0.865 0.877 d = lying 0.026 0.824 0.813 0.818 e = sitting 0.049 0.722 0.759 0.740 f = standing 0.005 0.975 0.975 0.975 g = running 0.010 0.931 0.785 0.852 h = walking ------------------------------------------------------- 0.025 0.848 0.842 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.819 0.861 0.839 a = climbing down 0.115 0.618 0.611 0.615 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.016 0.754 0.357 0.484 d = lying 0.027 0.779 0.913 0.841 e = sitting 0.138 0.524 0.897 0.661 f = standing 0.012 0.930 0.976 0.952 g = running 0.023 0.783 0.469 0.586 h = walking ------------------------------------------------------- 0.058 0.732 0.707 0.697 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.899 0.887 a = climbing down 0.029 0.803 0.873 0.836 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.010 0.945 0.982 0.963 d = lying 0.048 0.785 0.953 0.861 e = sitting 0.011 0.909 0.860 0.884 f = standing 0.003 0.986 0.812 0.890 g = running 0.013 0.918 0.847 0.881 h = walking ------------------------------------------------------- 0.018 0.896 0.888 0.889 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.025 0.817 0.915 0.863 a = climbing down 0.006 0.921 0.595 0.723 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.009 0.943 0.853 0.896 d = lying 0.025 0.822 0.622 0.708 e = sitting 0.080 0.640 0.903 0.749 f = standing 0.010 0.947 0.986 0.967 g = running 0.037 0.821 0.915 0.866 h = walking ------------------------------------------------------- 0.027 0.850 0.834 0.832 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.029 0.774 0.732 0.752 a = climbing down 0.050 0.753 0.867 0.806 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.003 0.958 0.462 0.623 d = lying 0.034 0.814 0.929 0.868 e = sitting 0.085 0.544 0.787 0.643 f = standing 0.005 0.974 0.934 0.954 g = running 0.024 0.874 0.837 0.855 h = walking ------------------------------------------------------- 0.030 0.828 0.801 0.798 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.964 0.860 0.909 a = climbing down 0.038 0.788 0.932 0.854 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.007 0.957 0.968 0.962 d = lying 0.047 0.774 0.955 0.855 e = sitting 0.011 0.907 0.673 0.772 f = standing 0.004 0.976 0.998 0.987 g = running 0.012 0.928 0.860 0.893 h = walking ------------------------------------------------------- 0.017 0.902 0.894 0.893 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.944 0.729 0.823 a = climbing down 0.197 0.413 0.939 0.573 b = climbing up 0.000 0.989 0.473 0.640 c = jumping 0.002 0.985 0.839 0.906 d = lying 0.132 0.583 0.953 0.723 e = sitting 0.030 0.439 0.138 0.210 f = standing 0.014 0.922 0.997 0.958 g = running 0.010 0.703 0.131 0.221 h = walking ------------------------------------------------------- 0.055 0.712 0.665 0.622 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.288 0.137 0.663 0.227 a = climbing down 0.004 0.849 0.138 0.237 b = climbing up 0.000 0.994 0.933 0.963 c = jumping 0.000 0.999 0.900 0.947 d = lying 0.018 0.908 0.933 0.920 e = sitting 0.022 0.880 0.928 0.903 f = standing 0.035 0.843 0.996 0.913 g = running 0.001 0.828 0.018 0.036 h = walking ------------------------------------------------------- 0.031 0.839 0.664 0.641 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.923 0.785 0.848 a = climbing down 0.076 0.627 0.875 0.730 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.009 0.950 0.958 0.954 d = lying 0.022 0.835 0.793 0.813 e = sitting 0.034 0.801 0.872 0.835 f = standing 0.002 0.989 0.939 0.963 g = running 0.023 0.846 0.681 0.755 h = walking ------------------------------------------------------- 0.024 0.862 0.848 0.850 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.035 0.731 0.783 0.756 a = climbing down 0.069 0.695 0.919 0.792 b = climbing up 0.000 0.991 0.781 0.873 c = jumping 0.022 0.887 0.953 0.919 d = lying 0.077 0.371 0.382 0.376 e = sitting 0.067 0.644 0.575 0.607 f = standing 0.013 0.922 0.871 0.896 g = running 0.013 0.902 0.666 0.766 h = walking ------------------------------------------------------- 0.041 0.754 0.745 0.744 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.034 0.792 0.955 0.866 a = climbing down 0.011 0.893 0.690 0.778 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.995 0.987 0.991 d = lying 0.011 0.936 0.992 0.964 e = sitting 0.002 0.984 0.928 0.955 f = standing 0.001 0.992 1.000 0.996 g = running 0.027 0.855 0.869 0.862 h = walking ------------------------------------------------------- 0.012 0.927 0.924 0.923 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.782 0.865 a = climbing down 0.064 0.684 0.923 0.786 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.034 0.822 0.976 0.892 d = lying 0.023 0.855 0.887 0.871 e = sitting 0.008 0.939 0.774 0.849 f = standing 0.022 0.897 0.891 0.894 g = running 0.027 0.816 0.656 0.728 h = walking ------------------------------------------------------- 0.026 0.856 0.844 0.843 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.013 0.891 0.689 0.777 a = climbing down 0.065 0.721 0.950 0.820 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.006 0.957 0.861 0.906 d = lying 0.070 0.665 0.983 0.794 e = sitting 0.025 0.787 0.728 0.756 f = standing 0.000 0.999 0.787 0.880 g = running 0.016 0.881 0.800 0.838 h = walking ------------------------------------------------------- 0.026 0.857 0.831 0.833 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.092 0.536 0.916 0.676 a = climbing down 0.009 0.904 0.613 0.731 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.052 0.682 0.750 0.714 d = lying 0.059 0.693 0.960 0.805 e = sitting 0.039 0.708 0.618 0.660 f = standing 0.004 0.981 0.797 0.879 g = running 0.052 0.608 0.470 0.530 h = walking ------------------------------------------------------- 0.038 0.761 0.731 0.731 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.068 0.605 0.784 0.683 a = climbing down 0.069 0.455 0.397 0.424 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.031 0.849 0.904 0.876 d = lying 0.016 0.893 0.914 0.903 e = sitting 0.030 0.807 0.734 0.769 f = standing 0.001 0.995 0.996 0.996 g = running 0.058 0.645 0.567 0.603 h = walking ------------------------------------------------------- 0.034 0.656 0.662 0.657 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.763 0.675 0.716 a = climbing down 0.067 0.620 0.711 0.663 b = climbing up 0.000 0.993 0.839 0.909 c = jumping 0.036 0.815 0.871 0.842 d = lying 0.023 0.771 0.543 0.637 e = sitting 0.074 0.589 0.679 0.631 f = standing 0.016 0.925 0.971 0.948 g = running 0.037 0.769 0.741 0.755 h = walking ------------------------------------------------------- 0.039 0.762 0.756 0.755 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.166 0.372 0.893 0.525 a = climbing down 0.064 0.642 0.386 0.482 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.070 0.565 0.583 0.574 d = lying 0.063 0.597 0.928 0.726 e = sitting 0.091 0.443 0.420 0.431 f = standing 0.040 0.794 0.968 0.873 g = running 0.018 0.601 0.158 0.250 h = walking ------------------------------------------------------- 0.064 0.502 0.542 0.483 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.745 0.843 a = climbing down 0.016 0.871 0.805 0.837 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.003 0.980 0.979 0.980 d = lying 0.061 0.674 0.888 0.767 e = sitting 0.027 0.858 0.858 0.858 f = standing 0.002 0.991 0.789 0.878 g = running 0.046 0.778 0.961 0.860 h = walking ------------------------------------------------------- 0.021 0.882 0.864 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.836 0.901 0.867 a = climbing down 0.008 0.903 0.708 0.794 b = climbing up 0.000 1.000 0.624 0.769 c = jumping 0.000 1.000 0.788 0.882 d = lying 0.028 0.681 0.310 0.426 e = sitting 0.159 0.497 0.918 0.645 f = standing 0.009 0.954 0.993 0.973 g = running 0.021 0.892 0.954 0.922 h = walking ------------------------------------------------------- 0.035 0.826 0.791 0.784 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.887 0.623 0.732 a = climbing down 0.034 0.706 0.544 0.615 b = climbing up 0.000 1.000 0.651 0.789 c = jumping 0.005 0.971 0.956 0.964 d = lying 0.033 0.803 0.847 0.824 e = sitting 0.027 0.828 0.796 0.812 f = standing 0.009 0.952 0.993 0.972 g = running 0.094 0.645 0.909 0.755 h = walking ------------------------------------------------------- 0.031 0.830 0.819 0.816 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.060 0.599 0.769 0.674 a = climbing down 0.077 0.626 0.785 0.696 b = climbing up 0.000 0.981 0.829 0.899 c = jumping 0.002 0.991 0.991 0.991 d = lying 0.095 0.591 0.884 0.709 e = sitting 0.018 0.770 0.389 0.516 f = standing 0.004 0.981 0.997 0.989 g = running 0.010 0.906 0.538 0.675 h = walking ------------------------------------------------------- 0.035 0.800 0.769 0.763 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.871 0.582 0.698 a = climbing down 0.198 0.426 0.959 0.591 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.987 0.957 0.972 d = lying 0.108 0.622 0.946 0.751 e = sitting 0.014 0.712 0.235 0.353 f = standing 0.002 0.991 1.000 0.995 g = running 0.004 0.879 0.171 0.286 h = walking ------------------------------------------------------- 0.047 0.793 0.710 0.676 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.370 0.655 0.473 a = climbing down 0.109 0.225 0.212 0.218 b = climbing up 0.000 0.985 0.993 0.989 c = jumping 0.000 1.000 0.907 0.951 d = lying 0.133 0.558 0.974 0.709 e = sitting 0.009 0.813 0.248 0.379 f = standing 0.041 0.823 0.997 0.901 g = running 0.037 0.702 0.404 0.513 h = walking ------------------------------------------------------- 0.053 0.686 0.647 0.626 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.834 0.790 0.812 a = climbing down 0.039 0.747 0.763 0.755 b = climbing up 0.000 1.000 0.893 0.944 c = jumping 0.016 0.909 0.947 0.928 d = lying 0.020 0.644 0.248 0.358 e = sitting 0.109 0.580 0.867 0.695 f = standing 0.003 0.986 0.978 0.982 g = running 0.035 0.817 0.847 0.832 h = walking ------------------------------------------------------- 0.034 0.796 0.792 0.778 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.741 0.715 0.728 a = climbing down 0.060 0.736 0.963 0.835 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.008 0.949 0.859 0.902 d = lying 0.062 0.353 0.282 0.313 e = sitting 0.110 0.519 0.612 0.562 f = standing 0.005 0.967 0.831 0.894 g = running 0.010 0.940 0.860 0.898 h = walking ------------------------------------------------------- 0.040 0.763 0.754 0.754 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.249 0.328 0.913 0.482 a = climbing down 0.006 0.862 0.291 0.435 b = climbing up 0.001 0.972 0.801 0.878 c = jumping 0.014 0.922 0.933 0.928 d = lying 0.010 0.941 0.964 0.953 e = sitting 0.011 0.932 0.872 0.901 f = standing 0.029 0.859 0.997 0.923 g = running 0.002 0.091 0.001 0.002 h = walking ------------------------------------------------------- 0.040 0.716 0.718 0.676 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.837 0.951 0.890 a = climbing down 0.042 0.734 0.767 0.750 b = climbing up 0.003 0.880 1.000 0.936 c = jumping 0.025 0.849 0.880 0.864 d = lying 0.037 0.796 0.971 0.875 e = sitting 0.020 0.864 0.802 0.831 f = standing 0.001 0.992 0.814 0.894 g = running 0.017 0.897 0.804 0.848 h = walking ------------------------------------------------------- 0.022 0.861 0.853 0.853 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.737 0.698 0.717 a = climbing down 0.058 0.740 0.949 0.831 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.857 0.868 0.862 d = lying 0.090 0.602 0.988 0.748 e = sitting 0.016 0.855 0.707 0.774 f = standing 0.000 0.998 0.671 0.803 g = running 0.015 0.873 0.675 0.762 h = walking ------------------------------------------------------- 0.032 0.824 0.791 0.791 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.069 0.612 0.893 0.726 a = climbing down 0.014 0.887 0.801 0.842 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.021 0.841 0.717 0.774 d = lying 0.078 0.627 0.956 0.757 e = sitting 0.033 0.781 0.791 0.786 f = standing 0.010 0.955 0.760 0.846 g = running 0.023 0.828 0.628 0.714 h = walking ------------------------------------------------------- 0.031 0.814 0.784 0.787 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.077 0.606 0.826 0.699 a = climbing down 0.098 0.442 0.542 0.487 b = climbing up 0.013 0.000 0.000 0.000 c = jumping 0.038 0.799 0.792 0.796 d = lying 0.020 0.821 0.630 0.713 e = sitting 0.091 0.551 0.665 0.603 f = standing 0.007 0.961 0.919 0.940 g = running 0.010 0.885 0.438 0.586 h = walking ------------------------------------------------------- 0.044 0.633 0.602 0.603 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.154 0.420 0.813 0.553 a = climbing down 0.042 0.656 0.506 0.571 b = climbing up 0.000 1.000 0.839 0.912 c = jumping 0.075 0.634 0.806 0.710 d = lying 0.048 0.698 0.755 0.725 e = sitting 0.057 0.494 0.333 0.398 f = standing 0.004 0.980 0.922 0.950 g = running 0.014 0.843 0.433 0.572 h = walking ------------------------------------------------------- 0.052 0.695 0.658 0.654 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.070 0.578 0.851 0.689 a = climbing down 0.129 0.596 0.629 0.612 b = climbing up 0.000 1.000 0.184 0.311 c = jumping 0.044 0.628 0.553 0.588 d = lying 0.027 0.766 0.855 0.808 e = sitting 0.122 0.520 0.756 0.616 f = standing 0.019 0.888 0.949 0.918 g = running 0.011 0.661 0.129 0.215 h = walking ------------------------------------------------------- 0.067 0.661 0.645 0.615 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.872 0.813 0.841 a = climbing down 0.088 0.577 0.927 0.711 b = climbing up 0.011 0.667 0.994 0.798 c = jumping 0.006 0.965 0.978 0.971 d = lying 0.050 0.707 0.839 0.767 e = sitting 0.032 0.825 0.861 0.843 f = standing 0.000 0.997 0.742 0.851 g = running 0.009 0.907 0.543 0.680 h = walking ------------------------------------------------------- 0.026 0.847 0.813 0.814 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.795 0.940 0.861 a = climbing down 0.011 0.853 0.557 0.674 b = climbing up 0.000 0.993 0.898 0.943 c = jumping 0.014 0.899 0.676 0.772 d = lying 0.028 0.751 0.452 0.564 e = sitting 0.144 0.497 0.854 0.628 f = standing 0.005 0.974 0.997 0.985 g = running 0.040 0.801 0.876 0.837 h = walking ------------------------------------------------------- 0.038 0.801 0.767 0.765 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.043 0.710 0.779 0.743 a = climbing down 0.031 0.807 0.744 0.774 b = climbing up 0.000 1.000 0.763 0.866 c = jumping 0.030 0.786 0.678 0.728 d = lying 0.014 0.866 0.619 0.722 e = sitting 0.108 0.518 0.730 0.606 f = standing 0.007 0.958 0.995 0.976 g = running 0.037 0.800 0.801 0.801 h = walking ------------------------------------------------------- 0.038 0.786 0.766 0.770 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.762 0.849 a = climbing down 0.066 0.688 0.950 0.798 b = climbing up 0.000 1.000 0.920 0.959 c = jumping 0.005 0.971 0.982 0.976 d = lying 0.069 0.630 0.803 0.706 e = sitting 0.032 0.773 0.591 0.670 f = standing 0.005 0.972 0.998 0.985 g = running 0.008 0.945 0.761 0.843 h = walking ------------------------------------------------------- 0.026 0.854 0.836 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.870 0.428 0.574 a = climbing down 0.203 0.391 0.905 0.546 b = climbing up 0.000 1.000 0.625 0.769 c = jumping 0.001 0.992 0.853 0.917 d = lying 0.136 0.562 0.901 0.692 e = sitting 0.043 0.496 0.238 0.321 f = standing 0.011 0.937 1.000 0.967 g = running 0.012 0.673 0.143 0.236 h = walking ------------------------------------------------------- 0.058 0.705 0.645 0.614 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.268 0.164 0.693 0.266 a = climbing down 0.005 0.685 0.080 0.143 b = climbing up 0.000 0.980 0.873 0.923 c = jumping 0.004 0.978 0.962 0.970 d = lying 0.133 0.545 0.975 0.699 e = sitting 0.005 0.913 0.272 0.419 f = standing 0.050 0.783 0.994 0.876 g = running 0.011 0.500 0.052 0.095 h = walking ------------------------------------------------------- 0.049 0.701 0.573 0.527 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.886 0.811 0.847 a = climbing down 0.055 0.681 0.810 0.740 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.022 0.879 0.929 0.903 d = lying 0.016 0.781 0.413 0.540 e = sitting 0.095 0.604 0.822 0.696 f = standing 0.001 0.993 0.959 0.976 g = running 0.026 0.845 0.780 0.811 h = walking ------------------------------------------------------- 0.032 0.817 0.802 0.799 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.836 0.851 0.843 a = climbing down 0.047 0.759 0.889 0.819 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.009 0.910 0.506 0.650 d = lying 0.098 0.432 0.480 0.455 e = sitting 0.160 0.341 0.441 0.384 f = standing 0.003 0.982 0.936 0.958 g = running 0.014 0.909 0.815 0.860 h = walking ------------------------------------------------------- 0.051 0.738 0.700 0.708 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.107 0.554 0.981 0.708 a = climbing down 0.040 0.716 0.753 0.734 b = climbing up 0.008 0.729 0.988 0.839 c = jumping 0.000 0.997 0.985 0.991 d = lying 0.025 0.866 0.984 0.921 e = sitting 0.003 0.978 0.844 0.906 f = standing 0.002 0.988 0.950 0.968 g = running 0.005 0.924 0.332 0.488 h = walking ------------------------------------------------------- 0.023 0.872 0.832 0.822 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.963 0.971 0.967 a = climbing down 0.017 0.879 0.841 0.859 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.017 0.907 0.990 0.947 d = lying 0.025 0.851 0.951 0.898 e = sitting 0.007 0.956 0.873 0.913 f = standing 0.002 0.988 0.893 0.938 g = running 0.023 0.882 0.914 0.898 h = walking ------------------------------------------------------- 0.013 0.921 0.918 0.918 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.539 0.198 0.289 a = climbing down 0.204 0.436 0.905 0.588 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.006 0.951 0.770 0.851 d = lying 0.111 0.547 0.926 0.688 e = sitting 0.037 0.693 0.683 0.688 f = standing 0.001 0.995 0.657 0.791 g = running 0.026 0.617 0.287 0.392 h = walking ------------------------------------------------------- 0.056 0.710 0.645 0.633 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.022 0.822 0.902 0.861 a = climbing down 0.013 0.886 0.743 0.808 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.036 0.777 0.857 0.815 d = lying 0.044 0.729 0.835 0.778 e = sitting 0.036 0.749 0.706 0.727 f = standing 0.016 0.939 0.834 0.883 g = running 0.038 0.793 0.864 0.827 h = walking ------------------------------------------------------- 0.028 0.829 0.822 0.823 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.807 0.852 0.829 a = climbing down 0.078 0.503 0.590 0.543 b = climbing up 0.000 0.977 0.955 0.966 c = jumping 0.025 0.869 0.919 0.893 d = lying 0.034 0.780 0.778 0.779 e = sitting 0.048 0.710 0.663 0.686 f = standing 0.003 0.983 0.998 0.990 g = running 0.053 0.657 0.543 0.595 h = walking ------------------------------------------------------- 0.036 0.770 0.770 0.768 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.005 0.663 0.067 0.122 a = climbing down 0.222 0.370 0.851 0.515 b = climbing up 0.028 0.416 0.971 0.582 c = jumping 0.009 0.935 0.815 0.871 d = lying 0.027 0.734 0.415 0.530 e = sitting 0.133 0.486 0.814 0.608 f = standing 0.007 0.957 0.749 0.840 g = running 0.064 0.278 0.151 0.196 h = walking ------------------------------------------------------- 0.064 0.639 0.570 0.544 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.841 0.870 0.855 a = climbing down 0.070 0.719 0.600 0.654 b = climbing up 0.000 1.000 0.241 0.389 c = jumping 0.044 0.614 0.519 0.562 d = lying 0.018 0.811 0.780 0.795 e = sitting 0.137 0.477 0.715 0.573 f = standing 0.030 0.840 0.979 0.904 g = running 0.030 0.797 0.665 0.725 h = walking ------------------------------------------------------- 0.054 0.726 0.706 0.704 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.845 0.887 a = climbing down 0.026 0.822 0.912 0.865 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.005 0.973 0.996 0.984 d = lying 0.072 0.650 0.757 0.700 e = sitting 0.047 0.736 0.738 0.737 f = standing 0.000 0.998 0.834 0.908 g = running 0.017 0.896 0.886 0.891 h = walking ------------------------------------------------------- 0.025 0.862 0.851 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.665 0.780 a = climbing down 0.075 0.542 0.909 0.679 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.005 0.967 0.796 0.873 d = lying 0.029 0.661 0.306 0.419 e = sitting 0.156 0.517 0.855 0.644 f = standing 0.013 0.937 0.997 0.966 g = running 0.010 0.932 0.717 0.810 h = walking ------------------------------------------------------- 0.041 0.797 0.750 0.746 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.038 0.689 0.684 0.687 a = climbing down 0.046 0.725 0.816 0.768 b = climbing up 0.000 1.000 0.782 0.877 c = jumping 0.003 0.981 0.951 0.966 d = lying 0.054 0.690 0.790 0.737 e = sitting 0.036 0.766 0.680 0.721 f = standing 0.008 0.945 0.818 0.877 g = running 0.037 0.812 0.871 0.841 h = walking ------------------------------------------------------- 0.030 0.815 0.807 0.809 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.843 0.814 0.828 a = climbing down 0.041 0.769 0.862 0.813 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.997 0.994 0.995 d = lying 0.086 0.644 0.899 0.751 e = sitting 0.017 0.795 0.441 0.567 f = standing 0.002 0.990 0.999 0.995 g = running 0.015 0.914 0.839 0.875 h = walking ------------------------------------------------------- 0.025 0.857 0.846 0.841 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.937 0.559 0.700 a = climbing down 0.183 0.429 0.881 0.577 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.990 0.951 0.970 d = lying 0.028 0.783 0.533 0.634 e = sitting 0.052 0.608 0.570 0.588 f = standing 0.074 0.703 0.998 0.825 g = running 0.022 0.695 0.258 0.376 h = walking ------------------------------------------------------- 0.051 0.739 0.686 0.673 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.333 0.689 0.449 a = climbing down 0.009 0.822 0.254 0.389 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 0.997 0.959 0.978 d = lying 0.070 0.713 0.951 0.815 e = sitting 0.014 0.862 0.554 0.674 f = standing 0.044 0.812 1.000 0.896 g = running 0.012 0.940 0.901 0.920 h = walking ------------------------------------------------------- 0.029 0.830 0.787 0.775 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.882 0.872 0.877 a = climbing down 0.032 0.801 0.878 0.837 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.014 0.921 0.952 0.936 d = lying 0.058 0.625 0.672 0.648 e = sitting 0.045 0.721 0.667 0.693 f = standing 0.001 0.994 0.976 0.985 g = running 0.007 0.958 0.892 0.924 h = walking ------------------------------------------------------- 0.023 0.854 0.851 0.852 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.089 0.557 0.838 0.669 a = climbing down 0.130 0.496 0.836 0.623 b = climbing up 0.004 0.826 0.939 0.879 c = jumping 0.018 0.905 0.992 0.947 d = lying 0.114 0.418 0.418 0.418 e = sitting 0.094 0.243 0.211 0.226 f = standing 0.006 0.960 0.875 0.916 g = running 0.007 0.415 0.028 0.053 h = walking ------------------------------------------------------- 0.063 0.581 0.601 0.556 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.130 0.517 0.874 0.649 a = climbing down 0.076 0.203 0.629 0.307 b = climbing up 0.000 0.993 0.954 0.973 c = jumping 0.067 0.513 0.340 0.409 d = lying 0.243 0.255 0.356 0.297 e = sitting 0.147 0.201 0.180 0.190 f = standing 0.001 0.989 0.989 0.989 g = running 0.003 0.866 0.100 0.179 h = walking ------------------------------------------------------- 0.103 0.525 0.436 0.412 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.831 0.921 0.874 a = climbing down 0.158 0.472 0.915 0.623 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.012 0.931 0.964 0.947 d = lying 0.048 0.748 0.895 0.815 e = sitting 0.016 0.862 0.742 0.797 f = standing 0.000 0.999 0.841 0.913 g = running 0.001 0.967 0.221 0.360 h = walking ------------------------------------------------------- 0.034 0.845 0.776 0.761 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.053 0.539 0.400 0.459 a = climbing down 0.128 0.579 0.903 0.705 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.988 0.803 0.886 d = lying 0.059 0.656 0.965 0.781 e = sitting 0.029 0.799 0.781 0.790 f = standing 0.002 0.992 0.811 0.893 g = running 0.017 0.823 0.549 0.658 h = walking ------------------------------------------------------- 0.040 0.783 0.752 0.751 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.120 0.458 0.832 0.591 a = climbing down 0.049 0.696 0.807 0.747 b = climbing up 0.000 1.000 0.662 0.797 c = jumping 0.017 0.852 0.593 0.699 d = lying 0.077 0.596 0.876 0.710 e = sitting 0.081 0.562 0.740 0.639 f = standing 0.006 0.975 0.743 0.843 g = running 0.023 0.595 0.198 0.297 h = walking ------------------------------------------------------- 0.045 0.718 0.672 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.683 0.738 0.709 a = climbing down 0.138 0.418 0.686 0.519 b = climbing up 0.000 0.982 0.893 0.936 c = jumping 0.045 0.752 0.781 0.766 d = lying 0.044 0.786 0.964 0.866 e = sitting 0.024 0.811 0.594 0.686 f = standing 0.006 0.969 0.997 0.983 g = running 0.033 0.327 0.103 0.156 h = walking ------------------------------------------------------- 0.045 0.697 0.708 0.686 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.080 0.391 0.395 0.393 a = climbing down 0.080 0.637 0.809 0.713 b = climbing up 0.000 0.977 1.000 0.988 c = jumping 0.041 0.752 0.880 0.811 d = lying 0.050 0.674 0.705 0.689 e = sitting 0.050 0.669 0.572 0.617 f = standing 0.000 0.998 0.901 0.947 g = running 0.051 0.622 0.493 0.550 h = walking ------------------------------------------------------- 0.047 0.699 0.695 0.693 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.838 0.771 0.803 a = climbing down 0.043 0.770 0.498 0.605 b = climbing up 0.000 1.000 0.571 0.727 c = jumping 0.074 0.594 0.750 0.663 d = lying 0.020 0.879 0.969 0.922 e = sitting 0.097 0.525 0.674 0.590 f = standing 0.016 0.907 0.970 0.937 g = running 0.022 0.866 0.860 0.863 h = walking ------------------------------------------------------- 0.041 0.771 0.756 0.753 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.953 0.667 0.785 a = climbing down 0.039 0.718 0.716 0.717 b = climbing up 0.000 0.988 0.947 0.967 c = jumping 0.014 0.924 0.969 0.946 d = lying 0.017 0.903 0.924 0.913 e = sitting 0.019 0.854 0.853 0.853 f = standing 0.002 0.990 0.928 0.958 g = running 0.058 0.727 0.906 0.807 h = walking ------------------------------------------------------- 0.021 0.876 0.867 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.056 0.515 0.683 0.587 a = climbing down 0.123 0.331 0.468 0.388 b = climbing up 0.000 1.000 0.597 0.747 c = jumping 0.003 0.933 0.250 0.395 d = lying 0.035 0.264 0.063 0.102 e = sitting 0.293 0.324 0.878 0.474 f = standing 0.024 0.889 0.982 0.933 g = running 0.027 0.725 0.372 0.492 h = walking ------------------------------------------------------- 0.074 0.596 0.513 0.483 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.854 0.596 0.702 a = climbing down 0.030 0.724 0.439 0.547 b = climbing up 0.003 0.860 0.963 0.909 c = jumping 0.004 0.922 0.307 0.460 d = lying 0.071 0.669 0.941 0.782 e = sitting 0.100 0.468 0.648 0.544 f = standing 0.002 0.990 0.941 0.965 g = running 0.134 0.539 0.895 0.673 h = walking ------------------------------------------------------- 0.049 0.748 0.690 0.677 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.907 0.316 0.469 a = climbing down 0.190 0.430 0.948 0.592 b = climbing up 0.145 0.124 0.940 0.219 c = jumping 0.001 0.992 0.936 0.963 d = lying 0.081 0.610 0.840 0.707 e = sitting 0.035 0.722 0.543 0.620 f = standing 0.002 0.871 0.062 0.116 g = running 0.038 0.504 0.215 0.301 h = walking ------------------------------------------------------- 0.050 0.708 0.554 0.528 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.829 0.767 0.797 a = climbing down 0.073 0.642 0.764 0.698 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.987 0.916 0.950 d = lying 0.084 0.584 0.954 0.724 e = sitting 0.015 0.856 0.498 0.630 f = standing 0.001 0.996 0.997 0.996 g = running 0.045 0.705 0.640 0.671 h = walking ------------------------------------------------------- 0.031 0.816 0.792 0.791 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.051 0.418 0.531 0.468 a = climbing down 0.193 0.391 0.827 0.531 b = climbing up 0.001 0.968 0.894 0.930 c = jumping 0.064 0.483 0.313 0.380 d = lying 0.079 0.383 0.272 0.318 e = sitting 0.128 0.556 0.920 0.693 f = standing 0.006 0.966 0.984 0.975 g = running 0.010 0.222 0.014 0.026 h = walking ------------------------------------------------------- 0.073 0.501 0.541 0.484 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.817 0.691 0.749 a = climbing down 0.145 0.475 0.838 0.607 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.941 0.923 0.932 d = lying 0.026 0.832 0.774 0.802 e = sitting 0.041 0.762 0.830 0.794 f = standing 0.000 0.999 0.995 0.997 g = running 0.020 0.728 0.303 0.428 h = walking ------------------------------------------------------- 0.035 0.804 0.775 0.769 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.303 0.038 0.068 a = climbing down 0.301 0.347 0.984 0.513 b = climbing up 0.000 0.993 0.897 0.943 c = jumping 0.041 0.816 0.970 0.887 d = lying 0.059 0.317 0.220 0.260 e = sitting 0.075 0.544 0.552 0.548 f = standing 0.003 0.983 0.833 0.902 g = running 0.010 0.755 0.165 0.271 h = walking ------------------------------------------------------- 0.069 0.614 0.568 0.525 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.225 0.397 0.932 0.557 a = climbing down 0.007 0.408 0.167 0.237 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.045 0.756 0.681 0.717 d = lying 0.014 0.941 0.959 0.950 e = sitting 0.072 0.671 0.714 0.692 f = standing 0.001 0.989 1.000 0.994 g = running 0.007 0.463 0.028 0.053 h = walking ------------------------------------------------------- 0.055 0.695 0.683 0.638 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.033 0.745 0.864 0.800 a = climbing down 0.126 0.533 0.892 0.667 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.057 0.741 0.939 0.829 d = lying 0.017 0.900 0.950 0.924 e = sitting 0.013 0.859 0.588 0.698 f = standing 0.001 0.993 0.913 0.951 g = running 0.012 0.810 0.278 0.414 h = walking ------------------------------------------------------- 0.035 0.809 0.775 0.759 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.255 0.331 0.829 0.473 a = climbing down 0.027 0.630 0.235 0.342 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.012 0.906 0.752 0.822 d = lying 0.105 0.516 0.973 0.674 e = sitting 0.038 0.693 0.565 0.623 f = standing 0.004 0.979 0.647 0.779 g = running 0.027 0.544 0.222 0.316 h = walking ------------------------------------------------------- 0.060 0.687 0.592 0.587 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.549 0.756 0.636 a = climbing down 0.035 0.704 0.559 0.623 b = climbing up 0.000 1.000 0.417 0.589 c = jumping 0.043 0.698 0.652 0.674 d = lying 0.072 0.632 0.904 0.744 e = sitting 0.061 0.582 0.558 0.570 f = standing 0.015 0.938 0.812 0.870 g = running 0.037 0.760 0.698 0.728 h = walking ------------------------------------------------------- 0.043 0.726 0.707 0.708 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.082 0.585 0.803 0.677 a = climbing down 0.065 0.566 0.576 0.571 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.047 0.732 0.686 0.708 d = lying 0.028 0.830 0.947 0.885 e = sitting 0.054 0.663 0.610 0.635 f = standing 0.001 0.997 1.000 0.998 g = running 0.027 0.755 0.510 0.609 h = walking ------------------------------------------------------- 0.042 0.743 0.737 0.734 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.047 0.565 0.470 0.513 a = climbing down 0.062 0.693 0.785 0.737 b = climbing up 0.001 0.948 0.992 0.969 c = jumping 0.022 0.832 0.762 0.795 d = lying 0.021 0.823 0.692 0.752 e = sitting 0.073 0.669 0.831 0.741 f = standing 0.002 0.992 0.948 0.970 g = running 0.046 0.724 0.726 0.725 h = walking ------------------------------------------------------- 0.038 0.769 0.764 0.763 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.616 0.460 0.527 a = climbing down 0.069 0.667 0.478 0.557 b = climbing up 0.000 1.000 0.316 0.481 c = jumping 0.057 0.673 0.794 0.728 d = lying 0.057 0.701 0.883 0.781 e = sitting 0.096 0.489 0.582 0.532 f = standing 0.020 0.886 0.964 0.923 g = running 0.028 0.831 0.845 0.838 h = walking ------------------------------------------------------- 0.052 0.704 0.700 0.691 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.971 0.508 0.667 a = climbing down 0.048 0.707 0.867 0.778 b = climbing up 0.000 0.994 0.920 0.955 c = jumping 0.012 0.930 0.971 0.950 d = lying 0.021 0.847 0.781 0.813 e = sitting 0.043 0.775 0.878 0.823 f = standing 0.002 0.990 0.911 0.949 g = running 0.057 0.714 0.849 0.776 h = walking ------------------------------------------------------- 0.025 0.857 0.840 0.838 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.848 0.540 0.660 a = climbing down 0.085 0.581 0.919 0.712 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.061 0.487 0.317 0.384 d = lying 0.034 0.796 0.670 0.728 e = sitting 0.145 0.431 0.677 0.527 f = standing 0.007 0.965 0.997 0.981 g = running 0.009 0.938 0.707 0.806 h = walking ------------------------------------------------------- 0.048 0.732 0.698 0.698 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.879 0.472 0.614 a = climbing down 0.037 0.713 0.530 0.608 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.005 0.940 0.455 0.613 d = lying 0.046 0.734 0.873 0.797 e = sitting 0.102 0.555 0.755 0.640 f = standing 0.003 0.982 0.987 0.984 g = running 0.122 0.559 0.923 0.696 h = walking ------------------------------------------------------- 0.046 0.771 0.722 0.715 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.085 0.543 0.776 0.639 a = climbing down 0.146 0.435 0.747 0.550 b = climbing up 0.000 1.000 0.506 0.672 c = jumping 0.017 0.912 0.961 0.936 d = lying 0.041 0.459 0.230 0.307 e = sitting 0.104 0.496 0.609 0.546 f = standing 0.051 0.778 0.997 0.874 g = running 0.002 0.429 0.007 0.015 h = walking ------------------------------------------------------- 0.060 0.595 0.615 0.556 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.051 0.645 0.757 0.696 a = climbing down 0.107 0.559 0.871 0.681 b = climbing up 0.000 0.989 0.995 0.992 c = jumping 0.002 0.987 0.891 0.937 d = lying 0.096 0.512 0.818 0.629 e = sitting 0.030 0.751 0.439 0.554 f = standing 0.014 0.931 0.998 0.964 g = running 0.009 0.865 0.350 0.499 h = walking ------------------------------------------------------- 0.039 0.774 0.731 0.720 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.253 0.201 0.921 0.330 a = climbing down 0.002 0.959 0.298 0.455 b = climbing up 0.000 0.988 0.994 0.991 c = jumping 0.003 0.981 0.910 0.944 d = lying 0.152 0.521 0.981 0.681 e = sitting 0.013 0.716 0.178 0.286 f = standing 0.002 0.988 0.996 0.992 g = running 0.030 0.093 0.015 0.026 h = walking ------------------------------------------------------- 0.047 0.669 0.590 0.552 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.851 0.513 0.640 a = climbing down 0.151 0.462 0.767 0.577 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.023 0.882 0.901 0.891 d = lying 0.026 0.696 0.404 0.511 e = sitting 0.095 0.573 0.773 0.658 f = standing 0.002 0.990 0.903 0.944 g = running 0.060 0.531 0.394 0.453 h = walking ------------------------------------------------------- 0.053 0.718 0.685 0.683 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.960 0.708 0.815 a = climbing down 0.039 0.745 0.734 0.740 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.014 0.925 0.968 0.946 d = lying 0.125 0.399 0.514 0.449 e = sitting 0.071 0.301 0.197 0.238 f = standing 0.003 0.981 0.999 0.990 g = running 0.058 0.733 0.893 0.805 h = walking ------------------------------------------------------- 0.044 0.728 0.729 0.723 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.125 0.538 0.921 0.679 a = climbing down 0.071 0.138 0.371 0.201 b = climbing up 0.000 0.981 1.000 0.990 c = jumping 0.003 0.985 0.990 0.987 d = lying 0.036 0.866 0.968 0.914 e = sitting 0.008 0.955 0.816 0.880 f = standing 0.000 0.997 0.995 0.996 g = running 0.004 0.890 0.147 0.252 h = walking ------------------------------------------------------- 0.029 0.855 0.781 0.761 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.020 0.839 0.914 0.875 a = climbing down 0.047 0.735 0.814 0.772 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.007 0.962 0.979 0.970 d = lying 0.025 0.819 0.723 0.768 e = sitting 0.033 0.767 0.793 0.780 f = standing 0.009 0.959 0.978 0.969 g = running 0.018 0.896 0.795 0.842 h = walking ------------------------------------------------------- 0.021 0.865 0.863 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.680 0.467 0.554 a = climbing down 0.115 0.604 0.892 0.720 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.006 0.954 0.849 0.898 d = lying 0.142 0.424 0.899 0.576 e = sitting 0.026 0.605 0.306 0.406 f = standing 0.002 0.992 0.724 0.837 g = running 0.028 0.760 0.610 0.677 h = walking ------------------------------------------------------- 0.046 0.749 0.693 0.693 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.057 0.633 0.857 0.729 a = climbing down 0.040 0.734 0.790 0.761 b = climbing up 0.000 1.000 0.715 0.834 c = jumping 0.045 0.716 0.766 0.740 d = lying 0.062 0.646 0.803 0.716 e = sitting 0.063 0.589 0.577 0.583 f = standing 0.010 0.959 0.812 0.879 g = running 0.017 0.859 0.607 0.712 h = walking ------------------------------------------------------- 0.037 0.764 0.744 0.746 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.071 0.601 0.836 0.699 a = climbing down 0.056 0.616 0.647 0.631 b = climbing up 0.000 0.975 0.951 0.963 c = jumping 0.013 0.928 0.926 0.927 d = lying 0.045 0.777 0.932 0.847 e = sitting 0.021 0.858 0.691 0.765 f = standing 0.001 0.993 0.998 0.995 g = running 0.019 0.806 0.513 0.627 h = walking ------------------------------------------------------- 0.029 0.815 0.803 0.800 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.570 0.548 0.558 a = climbing down 0.045 0.733 0.669 0.699 b = climbing up 0.018 0.472 1.000 0.642 c = jumping 0.009 0.933 0.919 0.926 d = lying 0.057 0.542 0.468 0.502 e = sitting 0.087 0.557 0.652 0.601 f = standing 0.001 0.996 0.847 0.916 g = running 0.088 0.543 0.621 0.579 h = walking ------------------------------------------------------- 0.047 0.704 0.688 0.691 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.070 0.527 0.879 0.659 a = climbing down 0.084 0.655 0.554 0.600 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.054 0.649 0.683 0.666 d = lying 0.054 0.688 0.791 0.736 e = sitting 0.085 0.530 0.607 0.566 f = standing 0.023 0.869 0.977 0.920 g = running 0.015 0.828 0.451 0.584 h = walking ------------------------------------------------------- 0.056 0.692 0.668 0.657 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.714 0.820 a = climbing down 0.060 0.687 0.901 0.779 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.041 0.742 0.713 0.728 e = sitting 0.056 0.681 0.733 0.706 f = standing 0.000 0.999 0.926 0.961 g = running 0.020 0.864 0.792 0.826 h = walking ------------------------------------------------------- 0.026 0.848 0.836 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.877 0.893 0.885 a = climbing down 0.110 0.465 0.923 0.618 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.002 0.984 0.733 0.840 d = lying 0.043 0.606 0.323 0.422 e = sitting 0.162 0.470 0.873 0.611 f = standing 0.003 0.985 0.978 0.981 g = running 0.001 0.985 0.425 0.593 h = walking ------------------------------------------------------- 0.043 0.790 0.710 0.706 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.942 0.568 0.709 a = climbing down 0.063 0.555 0.507 0.530 b = climbing up 0.001 0.972 0.856 0.910 c = jumping 0.004 0.976 0.882 0.927 d = lying 0.122 0.524 0.923 0.668 e = sitting 0.024 0.676 0.285 0.401 f = standing 0.004 0.979 0.987 0.983 g = running 0.103 0.573 0.828 0.677 h = walking ------------------------------------------------------- 0.044 0.755 0.719 0.709 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.040 0.702 0.809 0.751 a = climbing down 0.052 0.678 0.696 0.687 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.114 0.542 0.862 0.665 e = sitting 0.023 0.664 0.284 0.398 f = standing 0.002 0.988 0.998 0.993 g = running 0.017 0.896 0.785 0.837 h = walking ------------------------------------------------------- 0.033 0.799 0.785 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.025 0.765 0.677 0.719 a = climbing down 0.164 0.495 0.826 0.619 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.987 0.966 0.976 d = lying 0.120 0.483 0.883 0.625 e = sitting 0.012 0.571 0.106 0.179 f = standing 0.002 0.990 0.998 0.994 g = running 0.025 0.681 0.306 0.423 h = walking ------------------------------------------------------- 0.049 0.728 0.699 0.669 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.198 0.953 0.329 a = climbing down 0.009 0.897 0.448 0.597 b = climbing up 0.001 0.971 0.993 0.982 c = jumping 0.000 0.999 0.881 0.937 d = lying 0.062 0.713 0.856 0.778 e = sitting 0.044 0.684 0.616 0.648 f = standing 0.010 0.948 0.996 0.971 g = running 0.001 0.556 0.004 0.008 h = walking ------------------------------------------------------- 0.035 0.763 0.651 0.632 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.769 0.778 0.774 a = climbing down 0.046 0.680 0.650 0.664 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.018 0.907 0.993 0.948 d = lying 0.089 0.589 0.746 0.658 e = sitting 0.032 0.716 0.493 0.584 f = standing 0.001 0.997 0.936 0.965 g = running 0.039 0.785 0.817 0.801 h = walking ------------------------------------------------------- 0.035 0.788 0.783 0.781 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.793 0.634 0.705 a = climbing down 0.123 0.531 0.909 0.671 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.005 0.969 0.966 0.968 d = lying 0.090 0.491 0.485 0.488 e = sitting 0.089 0.400 0.390 0.395 f = standing 0.003 0.980 0.872 0.923 g = running 0.015 0.871 0.596 0.708 h = walking ------------------------------------------------------- 0.048 0.729 0.699 0.702 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.173 0.460 0.930 0.616 a = climbing down 0.058 0.140 0.306 0.192 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.020 0.890 0.793 0.839 d = lying 0.058 0.795 0.948 0.865 e = sitting 0.016 0.913 0.804 0.855 f = standing 0.000 1.000 0.997 0.998 g = running 0.001 0.700 0.013 0.025 h = walking ------------------------------------------------------- 0.043 0.775 0.717 0.673 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.117 0.490 0.992 0.655 a = climbing down 0.043 0.617 0.437 0.512 b = climbing up 0.000 1.000 0.842 0.914 c = jumping 0.026 0.857 0.914 0.885 d = lying 0.126 0.324 0.389 0.354 e = sitting 0.114 0.101 0.092 0.096 f = standing 0.004 0.975 0.791 0.873 g = running 0.010 0.920 0.610 0.734 h = walking ------------------------------------------------------- 0.055 0.657 0.614 0.617 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.072 0.458 0.411 0.433 a = climbing down 0.147 0.551 0.951 0.698 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.010 0.924 0.847 0.884 d = lying 0.099 0.525 0.966 0.680 e = sitting 0.018 0.853 0.632 0.726 f = standing 0.002 0.989 0.751 0.854 g = running 0.005 0.862 0.227 0.360 h = walking ------------------------------------------------------- 0.048 0.760 0.695 0.684 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.017 0.820 0.660 0.732 a = climbing down 0.092 0.574 0.934 0.711 b = climbing up 0.000 0.990 0.675 0.803 c = jumping 0.018 0.853 0.707 0.774 d = lying 0.037 0.770 0.903 0.831 e = sitting 0.054 0.682 0.779 0.727 f = standing 0.009 0.970 0.898 0.933 g = running 0.008 0.925 0.615 0.739 h = walking ------------------------------------------------------- 0.030 0.825 0.794 0.797 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.049 0.698 0.836 0.761 a = climbing down 0.093 0.453 0.535 0.490 b = climbing up 0.000 0.975 0.951 0.963 c = jumping 0.022 0.872 0.867 0.870 d = lying 0.028 0.819 0.767 0.792 e = sitting 0.059 0.685 0.718 0.701 f = standing 0.002 0.991 0.997 0.994 g = running 0.036 0.655 0.439 0.526 h = walking ------------------------------------------------------- 0.039 0.755 0.750 0.748 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.016 0.373 0.076 0.126 a = climbing down 0.250 0.377 0.915 0.534 b = climbing up 0.006 0.735 0.977 0.839 c = jumping 0.036 0.757 0.805 0.780 d = lying 0.050 0.544 0.415 0.471 e = sitting 0.103 0.572 0.678 0.620 f = standing 0.003 0.985 0.884 0.931 g = running 0.035 0.073 0.017 0.027 h = walking ------------------------------------------------------- 0.071 0.543 0.572 0.526 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.804 0.662 0.726 a = climbing down 0.031 0.841 0.560 0.672 b = climbing up 0.000 1.000 0.379 0.550 c = jumping 0.028 0.778 0.725 0.750 d = lying 0.028 0.799 0.729 0.762 e = sitting 0.128 0.507 0.822 0.627 f = standing 0.015 0.914 0.960 0.936 g = running 0.047 0.765 0.924 0.837 h = walking ------------------------------------------------------- 0.042 0.781 0.750 0.749 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.904 0.796 0.847 a = climbing down 0.061 0.644 0.844 0.730 b = climbing up 0.000 0.994 0.966 0.980 c = jumping 0.008 0.953 0.971 0.962 d = lying 0.028 0.826 0.792 0.809 e = sitting 0.041 0.772 0.828 0.799 f = standing 0.001 0.996 0.956 0.976 g = running 0.023 0.838 0.708 0.767 h = walking ------------------------------------------------------- 0.023 0.860 0.850 0.852 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.722 0.852 0.782 a = climbing down 0.051 0.670 0.800 0.729 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.032 0.716 0.451 0.554 d = lying 0.048 0.544 0.288 0.377 e = sitting 0.180 0.431 0.849 0.571 f = standing 0.012 0.942 0.982 0.962 g = running 0.004 0.970 0.724 0.829 h = walking ------------------------------------------------------- 0.048 0.728 0.693 0.686 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.830 0.693 0.755 a = climbing down 0.040 0.752 0.722 0.737 b = climbing up 0.000 0.993 0.912 0.951 c = jumping 0.004 0.966 0.637 0.768 d = lying 0.041 0.684 0.619 0.650 e = sitting 0.117 0.530 0.751 0.621 f = standing 0.003 0.983 0.993 0.988 g = running 0.056 0.712 0.842 0.772 h = walking ------------------------------------------------------- 0.040 0.786 0.759 0.763 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.950 0.845 0.895 a = climbing down 0.035 0.784 0.842 0.812 b = climbing up 0.000 0.994 0.935 0.963 c = jumping 0.003 0.981 0.984 0.982 d = lying 0.086 0.593 0.835 0.694 e = sitting 0.026 0.746 0.453 0.563 f = standing 0.003 0.986 0.999 0.992 g = running 0.028 0.853 0.880 0.866 h = walking ------------------------------------------------------- 0.025 0.848 0.839 0.835 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.865 0.684 0.764 a = climbing down 0.074 0.642 0.824 0.722 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.001 0.992 0.916 0.952 d = lying 0.133 0.454 0.893 0.602 e = sitting 0.022 0.683 0.242 0.357 f = standing 0.005 0.974 0.997 0.985 g = running 0.036 0.766 0.705 0.734 h = walking ------------------------------------------------------- 0.036 0.785 0.751 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.296 0.169 0.896 0.284 a = climbing down 0.003 0.927 0.204 0.334 b = climbing up 0.000 1.000 0.727 0.842 c = jumping 0.000 0.997 0.915 0.954 d = lying 0.146 0.528 0.930 0.674 e = sitting 0.023 0.635 0.222 0.328 f = standing 0.017 0.909 0.988 0.947 g = running 0.000 0.500 0.001 0.002 h = walking ------------------------------------------------------- 0.047 0.715 0.563 0.524 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.722 0.768 0.744 a = climbing down 0.030 0.738 0.562 0.638 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.964 0.958 0.961 d = lying 0.055 0.705 0.899 0.791 e = sitting 0.020 0.847 0.648 0.734 f = standing 0.001 0.996 0.998 0.997 g = running 0.045 0.781 0.905 0.839 h = walking ------------------------------------------------------- 0.026 0.837 0.833 0.829 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.021 0.841 0.802 0.821 a = climbing down 0.117 0.572 0.949 0.714 b = climbing up 0.002 0.912 0.918 0.915 c = jumping 0.025 0.877 0.951 0.913 d = lying 0.075 0.352 0.322 0.336 e = sitting 0.077 0.464 0.437 0.450 f = standing 0.007 0.962 0.977 0.969 g = running 0.012 0.863 0.396 0.543 h = walking ------------------------------------------------------- 0.045 0.728 0.709 0.698 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.061 0.672 0.805 0.732 a = climbing down 0.016 0.532 0.618 0.572 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.172 0.569 0.979 0.720 d = lying 0.001 0.995 0.995 0.995 e = sitting 0.004 0.880 0.158 0.268 f = standing 0.002 0.978 1.000 0.989 g = running 0.021 0.875 0.713 0.786 h = walking ------------------------------------------------------- 0.046 0.816 0.767 0.737 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.026 0.795 0.920 0.853 a = climbing down 0.052 0.709 0.849 0.773 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.027 0.851 0.897 0.874 d = lying 0.023 0.867 0.970 0.916 e = sitting 0.022 0.862 0.825 0.843 f = standing 0.000 0.998 0.889 0.941 g = running 0.016 0.885 0.657 0.754 h = walking ------------------------------------------------------- 0.022 0.864 0.856 0.855 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.115 0.380 0.466 0.419 a = climbing down 0.080 0.634 0.713 0.671 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.015 0.881 0.688 0.772 d = lying 0.059 0.655 0.980 0.785 e = sitting 0.047 0.694 0.746 0.719 f = standing 0.001 0.994 0.756 0.859 g = running 0.038 0.644 0.477 0.548 h = walking ------------------------------------------------------- 0.047 0.722 0.691 0.696 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.117 0.476 0.864 0.614 a = climbing down 0.035 0.747 0.745 0.746 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.018 0.865 0.739 0.797 d = lying 0.064 0.650 0.916 0.761 e = sitting 0.049 0.683 0.739 0.710 f = standing 0.003 0.987 0.814 0.892 g = running 0.036 0.516 0.221 0.309 h = walking ------------------------------------------------------- 0.039 0.739 0.717 0.708 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.664 0.814 0.732 a = climbing down 0.128 0.437 0.677 0.531 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.085 0.636 0.772 0.698 d = lying 0.022 0.867 0.982 0.921 e = sitting 0.033 0.701 0.456 0.552 f = standing 0.002 0.990 0.999 0.995 g = running 0.020 0.589 0.173 0.267 h = walking ------------------------------------------------------- 0.048 0.706 0.699 0.677 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.081 0.454 0.538 0.492 a = climbing down 0.080 0.599 0.721 0.654 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.024 0.846 0.741 0.790 d = lying 0.017 0.864 0.799 0.830 e = sitting 0.073 0.647 0.790 0.712 f = standing 0.001 0.997 0.964 0.980 g = running 0.031 0.726 0.486 0.582 h = walking ------------------------------------------------------- 0.041 0.751 0.734 0.736 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.765 0.809 0.787 a = climbing down 0.050 0.729 0.478 0.577 b = climbing up 0.000 1.000 0.281 0.439 c = jumping 0.069 0.550 0.589 0.569 d = lying 0.024 0.856 0.968 0.908 e = sitting 0.126 0.432 0.613 0.507 f = standing 0.018 0.889 0.914 0.901 g = running 0.033 0.801 0.795 0.798 h = walking ------------------------------------------------------- 0.049 0.724 0.704 0.702 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.050 0.681 0.831 0.748 a = climbing down 0.037 0.698 0.616 0.655 b = climbing up 0.000 0.989 0.550 0.707 c = jumping 0.037 0.819 0.905 0.860 d = lying 0.036 0.794 0.921 0.853 e = sitting 0.033 0.752 0.751 0.751 f = standing 0.012 0.936 0.737 0.825 g = running 0.048 0.732 0.742 0.737 h = walking ------------------------------------------------------- 0.034 0.790 0.782 0.780 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.535 0.709 0.610 a = climbing down 0.012 0.745 0.270 0.397 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.014 0.858 0.463 0.601 d = lying 0.018 0.901 0.833 0.866 e = sitting 0.116 0.557 0.897 0.687 f = standing 0.006 0.971 0.995 0.983 g = running 0.063 0.742 0.949 0.833 h = walking ------------------------------------------------------- 0.038 0.787 0.755 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.947 0.572 0.713 a = climbing down 0.064 0.722 0.919 0.808 b = climbing up 0.000 0.993 0.931 0.961 c = jumping 0.018 0.731 0.286 0.411 d = lying 0.026 0.843 0.938 0.888 e = sitting 0.115 0.475 0.766 0.587 f = standing 0.002 0.989 0.975 0.982 g = running 0.042 0.776 0.833 0.803 h = walking ------------------------------------------------------- 0.036 0.794 0.766 0.754 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.863 0.686 0.764 a = climbing down 0.196 0.413 0.914 0.569 b = climbing up 0.000 0.991 0.667 0.797 c = jumping 0.008 0.951 0.810 0.875 d = lying 0.080 0.624 0.887 0.732 e = sitting 0.044 0.658 0.507 0.572 f = standing 0.011 0.943 0.997 0.969 g = running 0.006 0.712 0.082 0.147 h = walking ------------------------------------------------------- 0.048 0.749 0.689 0.661 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.729 0.785 0.756 a = climbing down 0.090 0.623 0.944 0.751 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.976 0.921 0.948 d = lying 0.065 0.642 0.946 0.765 e = sitting 0.015 0.884 0.619 0.728 f = standing 0.002 0.991 0.998 0.995 g = running 0.008 0.900 0.421 0.574 h = walking ------------------------------------------------------- 0.028 0.842 0.808 0.801 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.265 0.175 0.811 0.288 a = climbing down 0.002 0.937 0.217 0.353 b = climbing up 0.000 1.000 0.131 0.232 c = jumping 0.020 0.879 0.726 0.795 d = lying 0.064 0.724 0.995 0.838 e = sitting 0.042 0.711 0.586 0.643 f = standing 0.035 0.837 0.999 0.911 g = running 0.022 0.376 0.062 0.106 h = walking ------------------------------------------------------- 0.045 0.701 0.596 0.573 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.762 0.687 0.723 a = climbing down 0.175 0.457 0.913 0.609 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.022 0.868 0.768 0.815 d = lying 0.012 0.879 0.577 0.697 e = sitting 0.095 0.601 0.873 0.712 f = standing 0.001 0.995 0.932 0.963 g = running 0.016 0.606 0.142 0.231 h = walking ------------------------------------------------------- 0.048 0.747 0.702 0.683 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.032 0.798 0.901 0.846 a = climbing down 0.050 0.728 0.842 0.781 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.019 0.845 0.589 0.694 d = lying 0.088 0.442 0.427 0.434 e = sitting 0.146 0.268 0.365 0.309 f = standing 0.003 0.985 0.999 0.992 g = running 0.016 0.889 0.692 0.779 h = walking ------------------------------------------------------- 0.048 0.723 0.694 0.701 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.063 0.698 0.933 0.799 a = climbing down 0.033 0.368 0.634 0.465 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.031 0.882 0.995 0.935 d = lying 0.002 0.990 0.971 0.981 e = sitting 0.007 0.960 0.837 0.894 f = standing 0.001 0.995 1.000 0.998 g = running 0.006 0.956 0.589 0.729 h = walking ------------------------------------------------------- 0.018 0.902 0.876 0.877 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.928 0.911 a = climbing down 0.032 0.798 0.840 0.819 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.024 0.876 0.986 0.927 d = lying 0.021 0.874 0.925 0.899 e = sitting 0.012 0.917 0.792 0.850 f = standing 0.000 0.998 0.946 0.971 g = running 0.019 0.893 0.843 0.867 h = walking ------------------------------------------------------- 0.016 0.899 0.897 0.896 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.059 0.599 0.580 0.589 a = climbing down 0.132 0.549 0.812 0.655 b = climbing up 0.000 0.968 0.984 0.976 c = jumping 0.006 0.956 0.769 0.852 d = lying 0.056 0.672 0.981 0.798 e = sitting 0.033 0.725 0.685 0.704 f = standing 0.001 0.997 0.833 0.907 g = running 0.016 0.802 0.453 0.579 h = walking ------------------------------------------------------- 0.042 0.774 0.739 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.126 0.427 0.787 0.553 a = climbing down 0.097 0.536 0.801 0.643 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.027 0.781 0.642 0.705 d = lying 0.061 0.651 0.868 0.744 e = sitting 0.051 0.638 0.630 0.634 f = standing 0.003 0.989 0.795 0.882 g = running 0.025 0.325 0.069 0.114 h = walking ------------------------------------------------------- 0.047 0.664 0.656 0.633 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.854 0.776 a = climbing down 0.076 0.566 0.703 0.627 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.013 0.929 0.910 0.919 d = lying 0.038 0.811 0.961 0.879 e = sitting 0.015 0.901 0.761 0.825 f = standing 0.001 0.997 0.999 0.998 g = running 0.020 0.793 0.483 0.601 h = walking ------------------------------------------------------- 0.027 0.832 0.821 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.042 0.664 0.656 0.660 a = climbing down 0.033 0.789 0.732 0.760 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.009 0.947 0.886 0.915 d = lying 0.032 0.760 0.732 0.746 e = sitting 0.056 0.694 0.782 0.735 f = standing 0.001 0.997 0.957 0.976 g = running 0.058 0.691 0.763 0.725 h = walking ------------------------------------------------------- 0.031 0.807 0.801 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.788 0.680 0.730 a = climbing down 0.075 0.655 0.508 0.572 b = climbing up 0.000 1.000 0.067 0.126 c = jumping 0.089 0.476 0.572 0.519 d = lying 0.060 0.703 0.962 0.812 e = sitting 0.101 0.372 0.384 0.378 f = standing 0.035 0.814 0.977 0.888 g = running 0.013 0.911 0.762 0.830 h = walking ------------------------------------------------------- 0.057 0.679 0.665 0.656 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.985 0.690 0.811 a = climbing down 0.037 0.763 0.853 0.805 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.004 0.977 0.997 0.987 d = lying 0.020 0.891 0.934 0.912 e = sitting 0.018 0.873 0.924 0.898 f = standing 0.002 0.993 0.902 0.945 g = running 0.035 0.821 0.933 0.874 h = walking ------------------------------------------------------- 0.016 0.907 0.899 0.899 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.745 0.910 0.819 a = climbing down 0.030 0.694 0.653 0.673 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.004 0.972 0.758 0.852 d = lying 0.022 0.861 0.649 0.740 e = sitting 0.102 0.596 0.918 0.723 f = standing 0.004 0.980 0.990 0.985 g = running 0.016 0.914 0.846 0.879 h = walking ------------------------------------------------------- 0.027 0.848 0.822 0.825 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.960 0.638 0.766 a = climbing down 0.062 0.692 0.843 0.760 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.006 0.967 0.934 0.950 d = lying 0.037 0.793 0.915 0.850 e = sitting 0.018 0.847 0.735 0.787 f = standing 0.004 0.981 0.992 0.987 g = running 0.044 0.771 0.829 0.799 h = walking ------------------------------------------------------- 0.024 0.863 0.851 0.850 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.779 0.864 0.819 a = climbing down 0.053 0.693 0.765 0.727 b = climbing up 0.000 0.973 0.894 0.932 c = jumping 0.002 0.992 0.982 0.987 d = lying 0.061 0.704 0.925 0.799 e = sitting 0.016 0.862 0.617 0.719 f = standing 0.003 0.985 0.997 0.991 g = running 0.019 0.877 0.721 0.791 h = walking ------------------------------------------------------- 0.024 0.853 0.842 0.841 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.022 0.812 0.785 0.798 a = climbing down 0.120 0.561 0.858 0.679 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.003 0.982 0.976 0.979 d = lying 0.065 0.631 0.861 0.728 e = sitting 0.008 0.893 0.416 0.567 f = standing 0.019 0.908 0.999 0.951 g = running 0.025 0.758 0.445 0.561 h = walking ------------------------------------------------------- 0.036 0.804 0.775 0.764 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.256 0.162 0.725 0.265 a = climbing down 0.005 0.910 0.329 0.483 b = climbing up 0.001 0.950 0.993 0.971 c = jumping 0.000 0.998 0.724 0.839 d = lying 0.020 0.900 0.962 0.930 e = sitting 0.044 0.777 0.965 0.861 f = standing 0.035 0.839 0.996 0.911 g = running 0.000 0.962 0.059 0.111 h = walking ------------------------------------------------------- 0.031 0.856 0.671 0.658 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.853 0.702 0.770 a = climbing down 0.066 0.658 0.833 0.735 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.921 0.943 0.932 d = lying 0.025 0.848 0.804 0.825 e = sitting 0.029 0.820 0.838 0.829 f = standing 0.000 0.998 0.993 0.996 g = running 0.026 0.833 0.748 0.788 h = walking ------------------------------------------------------- 0.024 0.855 0.849 0.849 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.060 0.656 0.827 0.732 a = climbing down 0.123 0.538 0.923 0.680 b = climbing up 0.003 0.866 0.966 0.913 c = jumping 0.027 0.867 0.982 0.921 d = lying 0.056 0.530 0.349 0.421 e = sitting 0.095 0.466 0.573 0.514 f = standing 0.006 0.965 0.890 0.926 g = running 0.009 0.789 0.184 0.299 h = walking ------------------------------------------------------- 0.050 0.698 0.673 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.127 0.539 0.951 0.688 a = climbing down 0.007 0.644 0.409 0.500 b = climbing up 0.001 0.962 0.987 0.974 c = jumping 0.052 0.816 0.987 0.893 d = lying 0.001 0.995 0.992 0.994 e = sitting 0.003 0.981 0.745 0.847 f = standing 0.001 0.989 0.990 0.990 g = running 0.005 0.950 0.447 0.608 h = walking ------------------------------------------------------- 0.029 0.878 0.833 0.827 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.943 0.917 a = climbing down 0.030 0.804 0.824 0.813 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.883 0.961 0.920 d = lying 0.030 0.827 0.954 0.886 e = sitting 0.011 0.924 0.843 0.882 f = standing 0.001 0.995 0.862 0.924 g = running 0.021 0.885 0.849 0.866 h = walking ------------------------------------------------------- 0.017 0.894 0.890 0.890 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.515 0.404 0.453 a = climbing down 0.119 0.603 0.932 0.732 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.019 0.870 0.752 0.807 d = lying 0.082 0.580 0.991 0.732 e = sitting 0.033 0.755 0.720 0.737 f = standing 0.001 0.995 0.649 0.785 g = running 0.010 0.894 0.614 0.728 h = walking ------------------------------------------------------- 0.044 0.765 0.722 0.720 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.061 0.584 0.697 0.636 a = climbing down 0.070 0.639 0.894 0.745 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.008 0.944 0.863 0.902 d = lying 0.042 0.740 0.930 0.824 e = sitting 0.022 0.844 0.846 0.845 f = standing 0.009 0.966 0.889 0.926 g = running 0.018 0.807 0.433 0.563 h = walking ------------------------------------------------------- 0.029 0.817 0.798 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.031 0.778 0.812 0.795 a = climbing down 0.113 0.414 0.556 0.475 b = climbing up 0.001 0.960 0.984 0.972 c = jumping 0.045 0.766 0.821 0.793 d = lying 0.020 0.878 0.868 0.873 e = sitting 0.042 0.740 0.687 0.712 f = standing 0.003 0.986 0.996 0.991 g = running 0.041 0.581 0.370 0.452 h = walking ------------------------------------------------------- 0.040 0.750 0.744 0.742 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.056 0.575 0.599 0.587 a = climbing down 0.050 0.729 0.828 0.775 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.016 0.896 0.809 0.850 d = lying 0.028 0.769 0.659 0.710 e = sitting 0.079 0.631 0.784 0.699 f = standing 0.003 0.987 0.962 0.974 g = running 0.014 0.906 0.763 0.828 h = walking ------------------------------------------------------- 0.033 0.800 0.788 0.790 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.037 0.711 0.886 0.789 a = climbing down 0.037 0.737 0.366 0.489 b = climbing up 0.000 1.000 0.046 0.088 c = jumping 0.099 0.477 0.687 0.563 d = lying 0.113 0.556 0.938 0.698 e = sitting 0.072 0.273 0.172 0.211 f = standing 0.022 0.875 0.975 0.922 g = running 0.037 0.782 0.789 0.786 h = walking ------------------------------------------------------- 0.056 0.648 0.639 0.610 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.017 0.864 0.850 0.857 a = climbing down 0.048 0.704 0.841 0.766 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.008 0.955 0.976 0.965 d = lying 0.011 0.936 0.918 0.927 e = sitting 0.019 0.861 0.923 0.891 f = standing 0.002 0.992 0.945 0.968 g = running 0.021 0.859 0.741 0.796 h = walking ------------------------------------------------------- 0.016 0.895 0.890 0.891 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.104 0.372 0.708 0.488 a = climbing down 0.007 0.534 0.063 0.113 b = climbing up 0.000 1.000 0.055 0.105 c = jumping 0.080 0.580 0.606 0.593 d = lying 0.009 0.809 0.180 0.295 e = sitting 0.191 0.371 0.705 0.486 f = standing 0.056 0.776 0.996 0.872 g = running 0.046 0.763 0.788 0.775 h = walking ------------------------------------------------------- 0.066 0.639 0.573 0.528 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.901 0.671 0.769 a = climbing down 0.077 0.686 0.942 0.794 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.003 0.947 0.295 0.450 d = lying 0.032 0.810 0.907 0.856 e = sitting 0.117 0.490 0.834 0.617 f = standing 0.001 0.992 0.983 0.988 g = running 0.017 0.883 0.750 0.811 h = walking ------------------------------------------------------- 0.034 0.828 0.776 0.766 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.873 0.914 a = climbing down 0.025 0.842 0.894 0.867 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.015 0.922 0.976 0.948 d = lying 0.054 0.724 0.941 0.818 e = sitting 0.011 0.897 0.587 0.710 f = standing 0.004 0.976 0.999 0.988 g = running 0.020 0.893 0.911 0.902 h = walking ------------------------------------------------------- 0.019 0.891 0.884 0.881 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.681 0.228 0.341 a = climbing down 0.191 0.435 0.913 0.590 b = climbing up 0.001 0.939 0.899 0.918 c = jumping 0.034 0.820 0.799 0.809 d = lying 0.047 0.602 0.570 0.586 e = sitting 0.046 0.620 0.409 0.493 f = standing 0.078 0.702 0.988 0.820 g = running 0.019 0.741 0.319 0.446 h = walking ------------------------------------------------------- 0.061 0.670 0.632 0.608 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.193 0.175 0.600 0.271 a = climbing down 0.006 0.851 0.216 0.344 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.003 0.985 0.932 0.957 d = lying 0.018 0.905 0.979 0.940 e = sitting 0.008 0.951 0.921 0.936 f = standing 0.043 0.803 1.000 0.891 g = running 0.006 0.933 0.429 0.588 h = walking ------------------------------------------------------- 0.025 0.863 0.748 0.755 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.851 0.655 0.740 a = climbing down 0.061 0.663 0.800 0.725 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.023 0.877 0.908 0.892 d = lying 0.031 0.777 0.742 0.759 e = sitting 0.045 0.730 0.733 0.732 f = standing 0.002 0.988 0.998 0.993 g = running 0.037 0.788 0.768 0.778 h = walking ------------------------------------------------------- 0.029 0.820 0.816 0.815 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.689 0.794 a = climbing down 0.117 0.575 0.970 0.722 b = climbing up 0.000 1.000 0.832 0.908 c = jumping 0.026 0.713 0.343 0.463 d = lying 0.064 0.396 0.333 0.362 e = sitting 0.181 0.321 0.530 0.400 f = standing 0.006 0.969 0.998 0.984 g = running 0.020 0.835 0.536 0.653 h = walking ------------------------------------------------------- 0.058 0.695 0.638 0.638 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.208 0.413 0.942 0.574 a = climbing down 0.012 0.287 0.167 0.211 b = climbing up 0.001 0.975 1.000 0.987 c = jumping 0.001 0.996 0.976 0.986 d = lying 0.017 0.927 0.961 0.944 e = sitting 0.004 0.977 0.916 0.946 f = standing 0.006 0.944 0.994 0.968 g = running 0.006 0.656 0.055 0.102 h = walking ------------------------------------------------------- 0.034 0.816 0.778 0.738 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.876 0.812 0.843 a = climbing down 0.107 0.568 0.899 0.696 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.091 0.649 0.984 0.782 d = lying 0.011 0.920 0.847 0.882 e = sitting 0.008 0.897 0.439 0.589 f = standing 0.010 0.952 0.942 0.947 g = running 0.023 0.790 0.472 0.591 h = walking ------------------------------------------------------- 0.037 0.812 0.774 0.765 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.106 0.472 0.620 0.536 a = climbing down 0.093 0.609 0.734 0.666 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.007 0.948 0.783 0.857 d = lying 0.052 0.684 0.978 0.805 e = sitting 0.028 0.779 0.767 0.773 f = standing 0.001 0.996 0.841 0.912 g = running 0.013 0.826 0.421 0.558 h = walking ------------------------------------------------------- 0.041 0.777 0.740 0.743 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.035 0.729 0.803 0.764 a = climbing down 0.023 0.773 0.572 0.658 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.063 0.629 0.725 0.674 d = lying 0.074 0.645 0.962 0.772 e = sitting 0.042 0.677 0.559 0.612 f = standing 0.002 0.989 0.733 0.842 g = running 0.067 0.666 0.778 0.718 h = walking ------------------------------------------------------- 0.040 0.758 0.734 0.734 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.628 0.767 0.690 a = climbing down 0.153 0.407 0.712 0.518 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.004 0.979 0.916 0.946 d = lying 0.018 0.886 0.930 0.908 e = sitting 0.021 0.883 0.905 0.894 f = standing 0.004 0.983 1.000 0.991 g = running 0.015 0.288 0.036 0.064 h = walking ------------------------------------------------------- 0.036 0.740 0.761 0.730 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.075 0.504 0.617 0.555 a = climbing down 0.054 0.700 0.741 0.720 b = climbing up 0.001 0.926 0.984 0.955 c = jumping 0.007 0.959 0.839 0.895 d = lying 0.037 0.744 0.779 0.761 e = sitting 0.057 0.685 0.777 0.728 f = standing 0.001 0.995 0.950 0.972 g = running 0.049 0.632 0.495 0.555 h = walking ------------------------------------------------------- 0.037 0.766 0.756 0.758 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.050 0.508 0.496 0.502 a = climbing down 0.105 0.512 0.398 0.448 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.054 0.553 0.440 0.490 d = lying 0.043 0.745 0.854 0.796 e = sitting 0.143 0.447 0.752 0.561 f = standing 0.045 0.768 0.972 0.858 g = running 0.015 0.857 0.565 0.681 h = walking ------------------------------------------------------- 0.057 0.549 0.560 0.542 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.993 0.650 0.786 a = climbing down 0.037 0.761 0.876 0.814 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.977 0.975 0.976 d = lying 0.032 0.795 0.839 0.817 e = sitting 0.034 0.811 0.870 0.839 f = standing 0.000 0.999 0.904 0.949 g = running 0.043 0.779 0.890 0.831 h = walking ------------------------------------------------------- 0.020 0.882 0.870 0.870 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.067 0.546 0.905 0.681 a = climbing down 0.071 0.311 0.307 0.309 b = climbing up 0.000 0.978 0.573 0.723 c = jumping 0.075 0.624 0.614 0.619 d = lying 0.039 0.752 0.591 0.662 e = sitting 0.087 0.589 0.755 0.661 f = standing 0.012 0.941 0.993 0.966 g = running 0.026 0.798 0.533 0.639 h = walking ------------------------------------------------------- 0.050 0.692 0.673 0.670 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.893 0.559 0.688 a = climbing down 0.048 0.707 0.737 0.721 b = climbing up 0.000 0.992 0.781 0.874 c = jumping 0.006 0.969 0.962 0.966 d = lying 0.047 0.738 0.908 0.814 e = sitting 0.015 0.893 0.713 0.793 f = standing 0.005 0.971 0.992 0.982 g = running 0.067 0.691 0.880 0.774 h = walking ------------------------------------------------------- 0.027 0.844 0.830 0.828 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.650 0.825 0.727 a = climbing down 0.061 0.653 0.730 0.689 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.001 0.997 0.991 0.994 d = lying 0.072 0.617 0.748 0.676 e = sitting 0.040 0.681 0.546 0.606 f = standing 0.003 0.983 0.998 0.990 g = running 0.009 0.937 0.677 0.786 h = walking ------------------------------------------------------- 0.031 0.808 0.793 0.794 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.037 0.672 0.622 0.646 a = climbing down 0.147 0.503 0.896 0.644 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.985 0.956 0.970 d = lying 0.060 0.621 0.754 0.681 e = sitting 0.038 0.709 0.602 0.651 f = standing 0.003 0.982 1.000 0.991 g = running 0.009 0.826 0.248 0.381 h = walking ------------------------------------------------------- 0.039 0.779 0.742 0.728 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.228 0.203 0.840 0.327 a = climbing down 0.001 0.946 0.111 0.199 b = climbing up 0.001 0.950 0.993 0.971 c = jumping 0.000 0.996 0.674 0.804 d = lying 0.141 0.551 0.993 0.708 e = sitting 0.054 0.362 0.192 0.251 f = standing 0.024 0.885 0.999 0.939 g = running 0.023 0.722 0.282 0.406 h = walking ------------------------------------------------------- 0.051 0.718 0.578 0.556 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.673 0.701 0.687 a = climbing down 0.117 0.465 0.651 0.543 b = climbing up 0.000 1.000 0.922 0.959 c = jumping 0.040 0.805 0.934 0.865 d = lying 0.016 0.794 0.413 0.543 e = sitting 0.084 0.619 0.771 0.687 f = standing 0.002 0.989 0.977 0.983 g = running 0.054 0.532 0.344 0.418 h = walking ------------------------------------------------------- 0.049 0.708 0.696 0.687 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.714 0.814 a = climbing down 0.134 0.540 0.968 0.694 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.022 0.786 0.419 0.547 d = lying 0.050 0.354 0.221 0.272 e = sitting 0.189 0.328 0.574 0.418 f = standing 0.002 0.987 0.982 0.985 g = running 0.016 0.851 0.494 0.625 h = walking ------------------------------------------------------- 0.058 0.705 0.639 0.639 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.171 0.463 0.952 0.623 a = climbing down 0.005 0.544 0.199 0.291 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.014 0.941 0.961 0.951 d = lying 0.013 0.945 0.972 0.958 e = sitting 0.007 0.963 0.880 0.920 f = standing 0.004 0.962 1.000 0.980 g = running 0.006 0.907 0.267 0.412 h = walking ------------------------------------------------------- 0.031 0.867 0.811 0.795 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.934 0.917 a = climbing down 0.031 0.812 0.869 0.840 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.064 0.682 0.822 0.745 d = lying 0.022 0.869 0.969 0.916 e = sitting 0.031 0.764 0.603 0.674 f = standing 0.004 0.980 0.888 0.932 g = running 0.017 0.901 0.831 0.865 h = walking ------------------------------------------------------- 0.025 0.849 0.844 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.117 0.421 0.573 0.485 a = climbing down 0.073 0.680 0.776 0.725 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.031 0.801 0.772 0.786 d = lying 0.087 0.560 0.984 0.714 e = sitting 0.027 0.778 0.634 0.698 f = standing 0.001 0.993 0.707 0.826 g = running 0.017 0.758 0.383 0.509 h = walking ------------------------------------------------------- 0.046 0.739 0.692 0.694 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.720 0.726 0.723 a = climbing down 0.051 0.698 0.867 0.774 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.025 0.814 0.724 0.766 d = lying 0.062 0.680 0.947 0.792 e = sitting 0.048 0.724 0.809 0.764 f = standing 0.005 0.975 0.743 0.843 g = running 0.020 0.861 0.717 0.783 h = walking ------------------------------------------------------- 0.031 0.807 0.786 0.788 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.064 0.647 0.819 0.723 a = climbing down 0.115 0.363 0.451 0.403 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.021 0.889 0.864 0.876 d = lying 0.019 0.878 0.951 0.913 e = sitting 0.027 0.832 0.786 0.808 f = standing 0.001 0.994 0.999 0.997 g = running 0.042 0.543 0.301 0.387 h = walking ------------------------------------------------------- 0.039 0.751 0.749 0.743 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.026 0.667 0.414 0.511 a = climbing down 0.081 0.632 0.846 0.724 b = climbing up 0.000 0.977 0.977 0.977 c = jumping 0.006 0.910 0.367 0.523 d = lying 0.056 0.661 0.775 0.713 e = sitting 0.125 0.498 0.715 0.587 f = standing 0.007 0.963 0.951 0.957 g = running 0.028 0.833 0.811 0.822 h = walking ------------------------------------------------------- 0.046 0.751 0.716 0.708 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.822 0.785 0.803 a = climbing down 0.026 0.844 0.500 0.628 b = climbing up 0.000 1.000 0.109 0.197 c = jumping 0.039 0.634 0.518 0.570 d = lying 0.026 0.838 0.910 0.873 e = sitting 0.138 0.463 0.756 0.574 f = standing 0.027 0.850 0.962 0.903 g = running 0.034 0.820 0.928 0.871 h = walking ------------------------------------------------------- 0.043 0.765 0.734 0.726 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.783 0.813 0.798 a = climbing down 0.049 0.678 0.771 0.722 b = climbing up 0.000 1.000 0.886 0.939 c = jumping 0.014 0.925 0.977 0.950 d = lying 0.020 0.855 0.789 0.821 e = sitting 0.035 0.805 0.864 0.834 f = standing 0.003 0.986 0.951 0.968 g = running 0.028 0.810 0.695 0.748 h = walking ------------------------------------------------------- 0.023 0.850 0.847 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.535 0.859 0.660 a = climbing down 0.006 0.750 0.137 0.232 b = climbing up 0.000 1.000 0.631 0.773 c = jumping 0.045 0.721 0.597 0.653 d = lying 0.021 0.862 0.682 0.762 e = sitting 0.107 0.544 0.790 0.644 f = standing 0.018 0.916 0.998 0.955 g = running 0.056 0.759 0.931 0.836 h = walking ------------------------------------------------------- 0.043 0.751 0.725 0.703 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.028 0.737 0.581 0.650 a = climbing down 0.072 0.666 0.838 0.742 b = climbing up 0.000 0.993 0.850 0.916 c = jumping 0.017 0.872 0.646 0.742 d = lying 0.015 0.821 0.490 0.614 e = sitting 0.132 0.510 0.821 0.629 f = standing 0.006 0.970 0.988 0.979 g = running 0.031 0.797 0.737 0.765 h = walking ------------------------------------------------------- 0.043 0.774 0.741 0.742 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.850 0.883 a = climbing down 0.123 0.529 0.917 0.671 b = climbing up 0.000 1.000 0.583 0.737 c = jumping 0.015 0.921 0.951 0.936 d = lying 0.069 0.591 0.675 0.631 e = sitting 0.050 0.645 0.538 0.587 f = standing 0.013 0.930 1.000 0.964 g = running 0.008 0.893 0.372 0.525 h = walking ------------------------------------------------------- 0.039 0.786 0.751 0.742 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.741 0.543 0.627 a = climbing down 0.139 0.496 0.872 0.632 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.008 0.951 0.806 0.873 d = lying 0.103 0.500 0.832 0.625 e = sitting 0.047 0.618 0.397 0.484 f = standing 0.014 0.928 0.998 0.961 g = running 0.013 0.829 0.386 0.527 h = walking ------------------------------------------------------- 0.046 0.744 0.698 0.691 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.148 0.267 0.782 0.399 a = climbing down 0.002 0.921 0.134 0.234 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.001 0.992 0.930 0.960 d = lying 0.162 0.506 0.989 0.669 e = sitting 0.006 0.796 0.138 0.235 f = standing 0.026 0.874 0.998 0.932 g = running 0.038 0.773 0.614 0.685 h = walking ------------------------------------------------------- 0.045 0.780 0.662 0.626 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.839 0.751 0.793 a = climbing down 0.156 0.441 0.825 0.575 b = climbing up 0.000 0.992 0.831 0.905 c = jumping 0.045 0.715 0.619 0.664 d = lying 0.010 0.812 0.304 0.442 e = sitting 0.149 0.492 0.795 0.608 f = standing 0.004 0.979 0.996 0.987 g = running 0.016 0.752 0.275 0.402 h = walking ------------------------------------------------------- 0.056 0.724 0.659 0.646 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.002 0.981 0.753 0.852 a = climbing down 0.056 0.714 0.891 0.793 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.011 0.839 0.321 0.464 d = lying 0.115 0.391 0.459 0.423 e = sitting 0.194 0.137 0.198 0.162 f = standing 0.004 0.979 0.998 0.989 g = running 0.025 0.862 0.883 0.873 h = walking ------------------------------------------------------- 0.056 0.710 0.649 0.657 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.160 0.487 0.980 0.651 a = climbing down 0.013 0.452 0.355 0.398 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.999 0.978 0.988 d = lying 0.013 0.944 0.974 0.959 e = sitting 0.009 0.953 0.937 0.945 f = standing 0.001 0.995 1.000 0.998 g = running 0.001 0.978 0.247 0.394 h = walking ------------------------------------------------------- 0.026 0.893 0.829 0.812 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.967 0.953 a = climbing down 0.019 0.863 0.773 0.816 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.033 0.830 0.985 0.901 d = lying 0.015 0.900 0.915 0.907 e = sitting 0.012 0.922 0.785 0.848 f = standing 0.002 0.990 0.941 0.965 g = running 0.032 0.842 0.913 0.876 h = walking ------------------------------------------------------- 0.017 0.901 0.897 0.897 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.084 0.554 0.686 0.613 a = climbing down 0.070 0.688 0.783 0.732 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.007 0.949 0.830 0.885 d = lying 0.066 0.627 0.964 0.760 e = sitting 0.030 0.766 0.777 0.771 f = standing 0.001 0.996 0.758 0.861 g = running 0.009 0.905 0.591 0.715 h = walking ------------------------------------------------------- 0.035 0.805 0.768 0.773 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.029 0.759 0.801 0.779 a = climbing down 0.051 0.703 0.869 0.777 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.055 0.671 0.762 0.714 d = lying 0.085 0.600 0.902 0.720 e = sitting 0.059 0.606 0.585 0.596 f = standing 0.002 0.991 0.652 0.786 g = running 0.019 0.857 0.678 0.757 h = walking ------------------------------------------------------- 0.038 0.772 0.738 0.740 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.724 0.817 0.768 a = climbing down 0.098 0.461 0.601 0.522 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.010 0.946 0.945 0.945 d = lying 0.026 0.830 0.764 0.796 e = sitting 0.048 0.750 0.802 0.775 f = standing 0.001 0.994 1.000 0.997 g = running 0.033 0.659 0.410 0.506 h = walking ------------------------------------------------------- 0.034 0.785 0.778 0.776 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.016 0.841 0.674 0.748 a = climbing down 0.042 0.765 0.829 0.795 b = climbing up 0.003 0.852 0.992 0.917 c = jumping 0.007 0.955 0.876 0.914 d = lying 0.037 0.708 0.636 0.670 e = sitting 0.072 0.639 0.777 0.701 f = standing 0.000 0.998 0.929 0.962 g = running 0.033 0.828 0.904 0.865 h = walking ------------------------------------------------------- 0.029 0.826 0.818 0.819 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.898 0.778 0.834 a = climbing down 0.041 0.787 0.542 0.642 b = climbing up 0.000 1.000 0.557 0.716 c = jumping 0.033 0.681 0.534 0.599 d = lying 0.022 0.850 0.828 0.839 e = sitting 0.133 0.486 0.807 0.606 f = standing 0.017 0.899 0.974 0.935 g = running 0.045 0.769 0.864 0.814 h = walking ------------------------------------------------------- 0.044 0.770 0.743 0.743 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.824 0.878 a = climbing down 0.025 0.819 0.854 0.836 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.972 0.975 0.974 d = lying 0.029 0.831 0.844 0.837 e = sitting 0.033 0.812 0.852 0.831 f = standing 0.000 1.000 0.941 0.970 g = running 0.026 0.852 0.905 0.877 h = walking ------------------------------------------------------- 0.017 0.896 0.892 0.893 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.861 0.887 0.874 a = climbing down 0.109 0.453 0.882 0.599 b = climbing up 0.000 1.000 0.678 0.808 c = jumping 0.005 0.968 0.738 0.838 d = lying 0.042 0.460 0.173 0.251 e = sitting 0.192 0.424 0.873 0.570 f = standing 0.010 0.950 0.986 0.968 g = running 0.004 0.952 0.421 0.584 h = walking ------------------------------------------------------- 0.048 0.744 0.674 0.660 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.697 0.801 a = climbing down 0.087 0.614 0.898 0.729 b = climbing up 0.000 0.992 0.812 0.893 c = jumping 0.004 0.977 0.936 0.956 d = lying 0.067 0.644 0.844 0.730 e = sitting 0.030 0.784 0.607 0.685 f = standing 0.005 0.975 0.991 0.983 g = running 0.019 0.853 0.679 0.756 h = walking ------------------------------------------------------- 0.029 0.836 0.812 0.813 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.876 0.872 a = climbing down 0.042 0.759 0.843 0.799 b = climbing up 0.000 0.991 0.911 0.949 c = jumping 0.000 0.997 0.987 0.992 d = lying 0.113 0.546 0.871 0.672 e = sitting 0.021 0.679 0.279 0.396 f = standing 0.002 0.991 0.998 0.995 g = running 0.014 0.916 0.833 0.873 h = walking ------------------------------------------------------- 0.028 0.833 0.820 0.810 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.912 0.619 0.738 a = climbing down 0.119 0.570 0.928 0.706 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.986 0.952 0.969 d = lying 0.099 0.540 0.892 0.673 e = sitting 0.016 0.727 0.275 0.399 f = standing 0.002 0.989 0.999 0.994 g = running 0.023 0.815 0.579 0.677 h = walking ------------------------------------------------------- 0.036 0.807 0.767 0.756 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.242 0.210 0.966 0.346 a = climbing down 0.004 0.918 0.261 0.407 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.000 1.000 0.189 0.318 d = lying 0.110 0.612 0.962 0.748 e = sitting 0.153 0.254 0.336 0.290 f = standing 0.004 0.980 0.999 0.989 g = running 0.007 0.893 0.265 0.408 h = walking ------------------------------------------------------- 0.055 0.758 0.535 0.523 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.728 0.838 0.780 a = climbing down 0.047 0.614 0.506 0.555 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.904 0.882 0.893 d = lying 0.050 0.688 0.759 0.722 e = sitting 0.044 0.735 0.681 0.707 f = standing 0.004 0.981 1.000 0.990 g = running 0.047 0.742 0.766 0.754 h = walking ------------------------------------------------------- 0.033 0.785 0.787 0.784 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.211 0.333 0.764 0.464 a = climbing down 0.081 0.666 0.873 0.756 b = climbing up 0.000 1.000 0.939 0.968 c = jumping 0.033 0.847 0.991 0.913 d = lying 0.082 0.359 0.372 0.366 e = sitting 0.052 0.527 0.389 0.448 f = standing 0.010 0.858 0.353 0.500 g = running 0.015 0.744 0.228 0.349 h = walking ------------------------------------------------------- 0.063 0.650 0.580 0.562 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.279 0.317 0.934 0.473 a = climbing down 0.002 0.919 0.184 0.306 b = climbing up 0.001 0.965 0.836 0.896 c = jumping 0.122 0.560 0.988 0.714 d = lying 0.001 0.993 0.991 0.992 e = sitting 0.002 0.968 0.284 0.439 f = standing 0.007 0.962 0.994 0.978 g = running 0.008 0.329 0.021 0.039 h = walking ------------------------------------------------------- 0.053 0.733 0.632 0.578 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.081 0.577 0.840 0.684 a = climbing down 0.112 0.559 0.956 0.706 b = climbing up 0.002 0.902 0.989 0.943 c = jumping 0.003 0.979 0.877 0.925 d = lying 0.023 0.878 0.977 0.925 e = sitting 0.019 0.865 0.910 0.887 f = standing 0.005 0.974 0.915 0.943 g = running 0.011 0.206 0.015 0.029 h = walking ------------------------------------------------------- 0.033 0.727 0.776 0.728 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.022 0.612 0.219 0.323 a = climbing down 0.132 0.587 0.969 0.731 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.003 0.975 0.823 0.892 d = lying 0.073 0.609 0.992 0.755 e = sitting 0.022 0.845 0.811 0.828 f = standing 0.001 0.992 0.695 0.817 g = running 0.030 0.798 0.815 0.807 h = walking ------------------------------------------------------- 0.039 0.790 0.756 0.742 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.176 0.382 0.888 0.534 a = climbing down 0.021 0.835 0.763 0.797 b = climbing up 0.000 1.000 0.113 0.202 c = jumping 0.016 0.862 0.644 0.737 d = lying 0.069 0.630 0.904 0.743 e = sitting 0.063 0.616 0.717 0.663 f = standing 0.022 0.915 0.817 0.863 g = running 0.018 0.233 0.031 0.054 h = walking ------------------------------------------------------- 0.047 0.669 0.662 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.073 0.622 0.830 0.712 a = climbing down 0.139 0.374 0.577 0.454 b = climbing up 0.004 0.100 1.000 0.182 c = jumping 0.052 0.738 0.795 0.765 d = lying 0.010 0.932 0.947 0.940 e = sitting 0.038 0.749 0.675 0.710 f = standing 0.000 1.000 0.949 0.974 g = running 0.022 0.630 0.206 0.311 h = walking ------------------------------------------------------- 0.045 0.730 0.707 0.697 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.227 0.374 0.924 0.533 a = climbing down 0.030 0.347 0.094 0.148 b = climbing up 0.141 0.125 1.000 0.223 c = jumping 0.014 0.886 0.813 0.848 d = lying 0.040 0.718 0.683 0.700 e = sitting 0.065 0.653 0.708 0.679 f = standing 0.065 0.255 0.108 0.152 g = running 0.013 0.483 0.074 0.128 h = walking ------------------------------------------------------- 0.066 0.507 0.471 0.431 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.051 0.505 0.606 0.551 a = climbing down 0.036 0.837 0.588 0.690 b = climbing up 0.000 0.994 0.972 0.983 c = jumping 0.081 0.569 0.768 0.653 d = lying 0.027 0.850 0.968 0.906 e = sitting 0.066 0.583 0.585 0.584 f = standing 0.017 0.830 0.527 0.645 g = running 0.062 0.697 0.911 0.790 h = walking ------------------------------------------------------- 0.046 0.728 0.706 0.703 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.037 0.743 0.809 0.775 a = climbing down 0.032 0.777 0.794 0.785 b = climbing up 0.000 0.993 0.854 0.918 c = jumping 0.018 0.902 0.962 0.931 d = lying 0.043 0.772 0.971 0.861 e = sitting 0.011 0.909 0.855 0.881 f = standing 0.004 0.980 0.787 0.873 g = running 0.024 0.855 0.800 0.827 h = walking ------------------------------------------------------- 0.022 0.862 0.852 0.853 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.213 0.336 0.890 0.488 a = climbing down 0.021 0.610 0.269 0.374 b = climbing up 0.000 1.000 0.541 0.702 c = jumping 0.026 0.470 0.130 0.204 d = lying 0.033 0.799 0.679 0.734 e = sitting 0.199 0.368 0.734 0.490 f = standing 0.015 0.925 0.984 0.954 g = running 0.004 0.914 0.212 0.344 h = walking ------------------------------------------------------- 0.065 0.662 0.554 0.528 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.896 0.461 0.609 a = climbing down 0.031 0.769 0.578 0.660 b = climbing up 0.001 0.958 0.941 0.949 c = jumping 0.002 0.957 0.309 0.468 d = lying 0.043 0.788 0.976 0.872 e = sitting 0.094 0.522 0.788 0.628 f = standing 0.002 0.992 0.988 0.990 g = running 0.125 0.599 0.948 0.734 h = walking ------------------------------------------------------- 0.043 0.795 0.740 0.723 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.713 0.802 a = climbing down 0.050 0.738 0.925 0.821 b = climbing up 0.000 0.987 0.852 0.915 c = jumping 0.009 0.952 0.957 0.955 d = lying 0.047 0.730 0.861 0.790 e = sitting 0.027 0.805 0.672 0.732 f = standing 0.008 0.954 0.997 0.975 g = running 0.019 0.885 0.819 0.851 h = walking ------------------------------------------------------- 0.023 0.861 0.853 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.778 0.803 0.791 a = climbing down 0.064 0.669 0.893 0.765 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.001 0.995 0.917 0.954 d = lying 0.064 0.742 0.938 0.829 e = sitting 0.022 0.823 0.607 0.699 f = standing 0.006 0.967 0.999 0.983 g = running 0.018 0.859 0.614 0.716 h = walking ------------------------------------------------------- 0.028 0.841 0.828 0.825 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.042 0.429 0.448 0.439 a = climbing down 0.004 0.936 0.418 0.578 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.003 0.986 0.900 0.941 d = lying 0.028 0.855 0.987 0.916 e = sitting 0.009 0.944 0.853 0.896 f = standing 0.198 0.485 0.999 0.653 g = running 0.008 0.919 0.435 0.590 h = walking ------------------------------------------------------- 0.042 0.828 0.750 0.746 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.038 0.647 0.497 0.562 a = climbing down 0.030 0.635 0.335 0.439 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.052 0.749 0.875 0.807 d = lying 0.077 0.531 0.609 0.567 e = sitting 0.066 0.421 0.306 0.354 f = standing 0.023 0.877 0.897 0.887 g = running 0.132 0.569 0.939 0.709 h = walking ------------------------------------------------------- 0.052 0.554 0.557 0.541 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.119 0.501 0.883 0.639 a = climbing down 0.128 0.552 0.884 0.679 b = climbing up 0.061 0.202 0.883 0.329 c = jumping 0.009 0.951 0.992 0.971 d = lying 0.112 0.374 0.419 0.395 e = sitting 0.084 0.272 0.218 0.242 f = standing 0.009 0.638 0.087 0.154 g = running 0.009 0.819 0.223 0.351 h = walking ------------------------------------------------------- 0.064 0.593 0.535 0.491 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.196 0.403 0.943 0.565 a = climbing down 0.026 0.731 0.516 0.605 b = climbing up 0.005 0.825 0.994 0.901 c = jumping 0.018 0.897 0.995 0.943 d = lying 0.001 0.995 0.973 0.984 e = sitting 0.004 0.970 0.879 0.922 f = standing 0.001 0.994 0.969 0.981 g = running 0.005 0.830 0.143 0.244 h = walking ------------------------------------------------------- 0.032 0.844 0.775 0.756 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.084 0.562 0.874 0.684 a = climbing down 0.033 0.757 0.681 0.717 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.010 0.943 0.989 0.966 d = lying 0.026 0.847 0.895 0.870 e = sitting 0.007 0.941 0.811 0.871 f = standing 0.013 0.938 0.947 0.942 g = running 0.017 0.872 0.610 0.718 h = walking ------------------------------------------------------- 0.024 0.852 0.834 0.835 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.733 0.358 0.481 a = climbing down 0.160 0.542 0.951 0.690 b = climbing up 0.000 0.992 0.962 0.977 c = jumping 0.003 0.977 0.845 0.906 d = lying 0.046 0.707 0.948 0.810 e = sitting 0.025 0.801 0.777 0.789 f = standing 0.001 0.994 0.836 0.908 g = running 0.021 0.800 0.564 0.661 h = walking ------------------------------------------------------- 0.040 0.804 0.764 0.759 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.145 0.423 0.894 0.575 a = climbing down 0.026 0.812 0.812 0.812 b = climbing up 0.000 1.000 0.490 0.658 c = jumping 0.036 0.764 0.759 0.762 d = lying 0.081 0.586 0.874 0.701 e = sitting 0.057 0.606 0.609 0.608 f = standing 0.013 0.944 0.724 0.820 g = running 0.021 0.520 0.128 0.206 h = walking ------------------------------------------------------- 0.046 0.702 0.668 0.650 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.029 0.742 0.671 0.705 a = climbing down 0.187 0.399 0.910 0.555 b = climbing up 0.000 0.984 0.940 0.962 c = jumping 0.017 0.896 0.855 0.875 d = lying 0.025 0.869 0.937 0.902 e = sitting 0.031 0.809 0.772 0.790 f = standing 0.004 0.977 0.998 0.988 g = running 0.005 0.140 0.005 0.010 h = walking ------------------------------------------------------- 0.038 0.704 0.739 0.700 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.065 0.599 0.649 0.623 a = climbing down 0.033 0.768 0.656 0.708 b = climbing up 0.028 0.434 0.994 0.604 c = jumping 0.008 0.939 0.940 0.939 d = lying 0.043 0.734 0.785 0.759 e = sitting 0.038 0.760 0.743 0.752 f = standing 0.001 0.993 0.787 0.878 g = running 0.060 0.662 0.724 0.692 h = walking ------------------------------------------------------- 0.034 0.779 0.758 0.763 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.868 0.692 0.770 a = climbing down 0.041 0.806 0.567 0.666 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.086 0.575 0.824 0.677 d = lying 0.029 0.843 0.988 0.910 e = sitting 0.051 0.661 0.623 0.642 f = standing 0.009 0.943 0.956 0.949 g = running 0.033 0.810 0.895 0.851 h = walking ------------------------------------------------------- 0.038 0.790 0.779 0.775 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.942 0.718 0.815 a = climbing down 0.096 0.579 0.949 0.719 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.009 0.948 0.994 0.970 d = lying 0.050 0.773 0.936 0.847 e = sitting 0.017 0.862 0.828 0.845 f = standing 0.001 0.997 0.799 0.887 g = running 0.013 0.894 0.599 0.717 h = walking ------------------------------------------------------- 0.025 0.868 0.835 0.836 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.694 0.814 0.749 a = climbing down 0.062 0.587 0.874 0.702 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.001 0.994 0.802 0.888 d = lying 0.023 0.757 0.357 0.485 e = sitting 0.155 0.479 0.887 0.622 f = standing 0.009 0.956 0.990 0.972 g = running 0.005 0.953 0.548 0.696 h = walking ------------------------------------------------------- 0.038 0.802 0.741 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.085 0.224 0.190 0.206 a = climbing down 0.264 0.350 0.908 0.505 b = climbing up 0.047 0.213 0.552 0.307 c = jumping 0.001 0.987 0.548 0.705 d = lying 0.060 0.639 0.592 0.615 e = sitting 0.129 0.405 0.670 0.505 f = standing 0.006 0.915 0.376 0.533 g = running 0.007 0.636 0.067 0.121 h = walking ------------------------------------------------------- 0.073 0.607 0.472 0.453 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.797 0.815 a = climbing down 0.030 0.807 0.807 0.807 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.052 0.759 0.921 0.832 e = sitting 0.016 0.861 0.669 0.753 f = standing 0.003 0.982 0.999 0.990 g = running 0.024 0.873 0.885 0.879 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.874 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.818 0.671 0.737 a = climbing down 0.073 0.605 0.686 0.643 b = climbing up 0.000 0.995 0.979 0.987 c = jumping 0.001 0.994 0.967 0.980 d = lying 0.081 0.664 0.866 0.752 e = sitting 0.008 0.827 0.278 0.416 f = standing 0.049 0.779 0.994 0.873 g = running 0.058 0.688 0.676 0.682 h = walking ------------------------------------------------------- 0.042 0.769 0.755 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.062 0.328 0.450 0.379 a = climbing down 0.091 0.516 0.641 0.572 b = climbing up 0.000 0.992 0.963 0.977 c = jumping 0.002 0.987 0.939 0.963 d = lying 0.014 0.927 0.976 0.951 e = sitting 0.007 0.955 0.924 0.939 f = standing 0.074 0.722 0.999 0.838 g = running 0.000 0.993 0.340 0.507 h = walking ------------------------------------------------------- 0.032 0.828 0.780 0.771 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.792 0.661 0.720 a = climbing down 0.163 0.440 0.853 0.580 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.010 0.945 0.990 0.967 d = lying 0.024 0.845 0.782 0.813 e = sitting 0.029 0.824 0.863 0.843 f = standing 0.003 0.985 0.994 0.990 g = running 0.023 0.599 0.188 0.287 h = walking ------------------------------------------------------- 0.036 0.785 0.763 0.748 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.531 0.794 0.636 a = climbing down 0.064 0.712 0.917 0.802 b = climbing up 0.002 0.902 1.000 0.948 c = jumping 0.008 0.953 0.990 0.971 d = lying 0.069 0.472 0.350 0.402 e = sitting 0.106 0.384 0.471 0.423 f = standing 0.006 0.933 0.478 0.632 g = running 0.017 0.886 0.735 0.804 h = walking ------------------------------------------------------- 0.048 0.712 0.683 0.679 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.186 0.405 0.916 0.562 a = climbing down 0.027 0.776 0.715 0.744 b = climbing up 0.020 0.498 0.933 0.650 c = jumping 0.065 0.708 0.995 0.828 d = lying 0.005 0.965 0.793 0.871 e = sitting 0.034 0.758 0.604 0.672 f = standing 0.002 0.985 0.791 0.878 g = running 0.009 0.661 0.096 0.168 h = walking ------------------------------------------------------- 0.043 0.756 0.694 0.672 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.036 0.777 0.922 0.843 a = climbing down 0.141 0.493 0.903 0.638 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.021 0.883 0.944 0.912 d = lying 0.057 0.720 0.956 0.821 e = sitting 0.008 0.906 0.580 0.707 f = standing 0.000 0.997 0.804 0.890 g = running 0.006 0.892 0.284 0.431 h = walking ------------------------------------------------------- 0.035 0.824 0.766 0.753 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.111 0.227 0.207 0.216 a = climbing down 0.189 0.502 0.983 0.665 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.001 0.990 0.791 0.879 d = lying 0.077 0.581 0.933 0.716 e = sitting 0.037 0.760 0.815 0.786 f = standing 0.002 0.986 0.598 0.744 g = running 0.004 0.767 0.099 0.176 h = walking ------------------------------------------------------- 0.060 0.707 0.637 0.611 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.131 0.440 0.846 0.579 a = climbing down 0.043 0.746 0.905 0.818 b = climbing up 0.000 0.960 0.159 0.273 c = jumping 0.012 0.903 0.712 0.796 d = lying 0.055 0.677 0.896 0.771 e = sitting 0.053 0.643 0.678 0.660 f = standing 0.022 0.924 0.900 0.912 g = running 0.008 0.769 0.152 0.254 h = walking ------------------------------------------------------- 0.040 0.761 0.716 0.691 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.879 0.798 0.836 a = climbing down 0.081 0.567 0.763 0.651 b = climbing up 0.001 0.970 0.988 0.979 c = jumping 0.027 0.849 0.907 0.877 d = lying 0.030 0.845 0.933 0.887 e = sitting 0.018 0.872 0.711 0.783 f = standing 0.001 0.994 0.989 0.991 g = running 0.027 0.802 0.641 0.713 h = walking ------------------------------------------------------- 0.027 0.839 0.828 0.829 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.022 0.813 0.655 0.726 a = climbing down 0.040 0.770 0.827 0.798 b = climbing up 0.001 0.939 0.966 0.952 c = jumping 0.028 0.827 0.970 0.893 d = lying 0.031 0.781 0.738 0.759 e = sitting 0.040 0.754 0.711 0.732 f = standing 0.006 0.972 0.935 0.953 g = running 0.031 0.827 0.921 0.871 h = walking ------------------------------------------------------- 0.027 0.828 0.828 0.826 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.104 0.378 0.736 0.500 a = climbing down 0.022 0.877 0.504 0.640 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.035 0.679 0.574 0.622 d = lying 0.020 0.886 0.927 0.906 e = sitting 0.110 0.560 0.883 0.685 f = standing 0.005 0.919 0.361 0.519 g = running 0.053 0.736 0.947 0.828 h = walking ------------------------------------------------------- 0.043 0.762 0.694 0.688 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.877 0.822 0.849 a = climbing down 0.048 0.709 0.873 0.782 b = climbing up 0.000 0.988 0.936 0.961 c = jumping 0.011 0.940 0.974 0.957 d = lying 0.043 0.801 0.954 0.871 e = sitting 0.011 0.910 0.876 0.893 f = standing 0.002 0.990 0.821 0.898 g = running 0.016 0.896 0.784 0.836 h = walking ------------------------------------------------------- 0.020 0.884 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.103 0.500 0.868 0.635 a = climbing down 0.038 0.684 0.650 0.667 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.009 0.906 0.492 0.638 d = lying 0.031 0.817 0.718 0.764 e = sitting 0.124 0.525 0.878 0.657 f = standing 0.018 0.911 0.982 0.945 g = running 0.013 0.845 0.375 0.519 h = walking ------------------------------------------------------- 0.043 0.766 0.708 0.701 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.708 0.676 0.691 a = climbing down 0.054 0.735 0.847 0.787 b = climbing up 0.001 0.955 0.966 0.961 c = jumping 0.002 0.970 0.416 0.583 d = lying 0.026 0.851 0.909 0.879 e = sitting 0.099 0.528 0.848 0.651 f = standing 0.001 0.994 0.838 0.909 g = running 0.037 0.819 0.852 0.835 h = walking ------------------------------------------------------- 0.034 0.816 0.779 0.776 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.805 0.866 a = climbing down 0.036 0.768 0.783 0.775 b = climbing up 0.011 0.683 0.978 0.804 c = jumping 0.010 0.945 0.966 0.955 d = lying 0.050 0.743 0.871 0.802 e = sitting 0.018 0.842 0.585 0.690 f = standing 0.016 0.912 0.929 0.920 g = running 0.033 0.835 0.924 0.877 h = walking ------------------------------------------------------- 0.024 0.850 0.845 0.842 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.901 0.723 0.802 a = climbing down 0.049 0.720 0.849 0.779 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.994 0.952 0.972 d = lying 0.096 0.657 0.956 0.779 e = sitting 0.012 0.858 0.424 0.567 f = standing 0.007 0.958 0.998 0.978 g = running 0.033 0.814 0.792 0.803 h = walking ------------------------------------------------------- 0.031 0.843 0.824 0.816 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.251 0.135 0.568 0.218 a = climbing down 0.003 0.930 0.287 0.439 b = climbing up 0.000 1.000 0.885 0.939 c = jumping 0.001 0.996 0.942 0.968 d = lying 0.021 0.896 0.964 0.929 e = sitting 0.009 0.946 0.910 0.927 f = standing 0.057 0.770 1.000 0.870 g = running 0.002 0.750 0.026 0.050 h = walking ------------------------------------------------------- 0.031 0.832 0.688 0.671 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.038 0.737 0.725 0.731 a = climbing down 0.073 0.553 0.628 0.588 b = climbing up 0.001 0.969 0.951 0.960 c = jumping 0.002 0.987 0.943 0.965 d = lying 0.028 0.825 0.940 0.879 e = sitting 0.016 0.890 0.824 0.856 f = standing 0.006 0.971 0.984 0.978 g = running 0.040 0.760 0.677 0.716 h = walking ------------------------------------------------------- 0.027 0.829 0.824 0.825 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.794 0.775 0.784 a = climbing down 0.055 0.757 0.906 0.825 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.017 0.908 0.963 0.935 d = lying 0.091 0.337 0.395 0.364 e = sitting 0.066 0.565 0.453 0.503 f = standing 0.002 0.985 0.888 0.934 g = running 0.023 0.857 0.803 0.829 h = walking ------------------------------------------------------- 0.038 0.761 0.757 0.756 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.292 0.309 0.933 0.464 a = climbing down 0.009 0.689 0.141 0.234 b = climbing up 0.000 1.000 0.981 0.991 c = jumping 0.007 0.958 0.975 0.966 d = lying 0.013 0.931 0.987 0.959 e = sitting 0.005 0.962 0.876 0.917 f = standing 0.001 0.996 1.000 0.998 g = running 0.003 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.041 0.731 0.737 0.691 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.215 0.336 0.894 0.489 a = climbing down 0.026 0.792 0.631 0.703 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.024 0.875 0.984 0.926 d = lying 0.031 0.827 0.933 0.877 e = sitting 0.008 0.933 0.804 0.864 f = standing 0.006 0.967 0.840 0.899 g = running 0.006 0.377 0.020 0.038 h = walking ------------------------------------------------------- 0.038 0.746 0.721 0.691 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.128 0.417 0.588 0.488 a = climbing down 0.094 0.635 0.826 0.718 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.002 0.986 0.829 0.901 d = lying 0.064 0.609 0.849 0.709 e = sitting 0.047 0.672 0.733 0.702 f = standing 0.001 0.997 0.697 0.821 g = running 0.024 0.610 0.257 0.361 h = walking ------------------------------------------------------- 0.048 0.730 0.689 0.688 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.146 0.401 0.862 0.547 a = climbing down 0.022 0.802 0.651 0.719 b = climbing up 0.000 1.000 0.162 0.278 c = jumping 0.043 0.716 0.752 0.733 d = lying 0.072 0.632 0.898 0.742 e = sitting 0.048 0.703 0.652 0.677 f = standing 0.020 0.915 0.762 0.831 g = running 0.021 0.675 0.257 0.372 h = walking ------------------------------------------------------- 0.046 0.725 0.674 0.667 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.657 0.719 0.687 a = climbing down 0.115 0.513 0.830 0.634 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.035 0.825 0.888 0.855 d = lying 0.007 0.945 0.814 0.875 e = sitting 0.045 0.744 0.759 0.751 f = standing 0.007 0.968 1.000 0.984 g = running 0.017 0.781 0.325 0.459 h = walking ------------------------------------------------------- 0.035 0.679 0.667 0.656 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.181 0.350 0.659 0.457 a = climbing down 0.053 0.674 0.630 0.651 b = climbing up 0.067 0.231 1.000 0.375 c = jumping 0.016 0.881 0.837 0.858 d = lying 0.044 0.702 0.682 0.692 e = sitting 0.062 0.642 0.686 0.663 f = standing 0.002 0.984 0.577 0.728 g = running 0.024 0.495 0.145 0.224 h = walking ------------------------------------------------------- 0.052 0.676 0.604 0.606 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.679 0.758 0.716 a = climbing down 0.035 0.825 0.550 0.660 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.034 0.733 0.660 0.695 d = lying 0.048 0.749 0.923 0.827 e = sitting 0.115 0.492 0.692 0.575 f = standing 0.003 0.979 0.968 0.973 g = running 0.016 0.892 0.865 0.878 h = walking ------------------------------------------------------- 0.040 0.779 0.756 0.757 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.910 0.663 0.767 a = climbing down 0.073 0.610 0.865 0.716 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.021 0.883 0.997 0.937 d = lying 0.063 0.669 0.885 0.762 e = sitting 0.022 0.870 0.789 0.828 f = standing 0.005 0.971 0.766 0.856 g = running 0.043 0.705 0.611 0.654 h = walking ------------------------------------------------------- 0.031 0.819 0.796 0.797 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.825 0.809 0.817 a = climbing down 0.123 0.430 0.917 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.003 0.978 0.720 0.829 d = lying 0.025 0.805 0.533 0.641 e = sitting 0.128 0.553 0.918 0.690 f = standing 0.003 0.985 0.998 0.992 g = running 0.006 0.902 0.306 0.457 h = walking ------------------------------------------------------- 0.038 0.810 0.730 0.724 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.907 0.554 0.688 a = climbing down 0.039 0.686 0.559 0.616 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.004 0.976 0.888 0.930 d = lying 0.059 0.692 0.837 0.758 e = sitting 0.036 0.753 0.663 0.705 f = standing 0.006 0.968 0.998 0.983 g = running 0.101 0.628 0.903 0.741 h = walking ------------------------------------------------------- 0.036 0.804 0.785 0.783 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.042 0.689 0.804 0.742 a = climbing down 0.039 0.770 0.794 0.782 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.063 0.624 0.682 0.652 e = sitting 0.050 0.650 0.602 0.625 f = standing 0.004 0.981 0.999 0.990 g = running 0.015 0.905 0.780 0.838 h = walking ------------------------------------------------------- 0.028 0.820 0.814 0.815 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.677 0.706 0.691 a = climbing down 0.115 0.536 0.872 0.664 b = climbing up 0.011 0.678 0.984 0.803 c = jumping 0.003 0.985 0.969 0.977 d = lying 0.081 0.666 0.868 0.754 e = sitting 0.023 0.728 0.430 0.541 f = standing 0.012 0.934 0.927 0.930 g = running 0.009 0.894 0.381 0.534 h = walking ------------------------------------------------------- 0.039 0.783 0.747 0.735 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.252 0.169 0.746 0.275 a = climbing down 0.002 0.960 0.374 0.538 b = climbing up 0.000 0.992 0.904 0.946 c = jumping 0.000 0.999 0.860 0.924 d = lying 0.147 0.535 0.976 0.691 e = sitting 0.024 0.439 0.118 0.186 f = standing 0.038 0.836 0.997 0.910 g = running 0.008 0.143 0.006 0.012 h = walking ------------------------------------------------------- 0.049 0.619 0.578 0.534 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.006 0.916 0.522 0.665 a = climbing down 0.071 0.619 0.760 0.682 b = climbing up 0.000 1.000 0.314 0.478 c = jumping 0.012 0.931 0.974 0.952 d = lying 0.024 0.617 0.269 0.374 e = sitting 0.104 0.568 0.831 0.675 f = standing 0.016 0.917 0.976 0.946 g = running 0.062 0.718 0.820 0.766 h = walking ------------------------------------------------------- 0.042 0.761 0.746 0.730 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.050 0.585 0.536 0.560 a = climbing down 0.085 0.674 0.954 0.790 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.006 0.963 0.979 0.971 d = lying 0.075 0.323 0.307 0.315 e = sitting 0.084 0.547 0.544 0.546 f = standing 0.000 0.998 0.687 0.813 g = running 0.020 0.890 0.855 0.872 h = walking ------------------------------------------------------- 0.044 0.736 0.724 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.056 0.612 0.625 0.618 a = climbing down 0.192 0.382 0.915 0.539 b = climbing up 0.004 0.849 0.964 0.903 c = jumping 0.061 0.470 0.343 0.397 d = lying 0.013 0.902 0.650 0.755 e = sitting 0.105 0.607 0.915 0.730 f = standing 0.001 0.994 0.817 0.897 g = running 0.015 0.128 0.013 0.023 h = walking ------------------------------------------------------- 0.058 0.599 0.611 0.575 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.811 0.918 0.861 a = climbing down 0.075 0.659 0.939 0.774 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.021 0.881 0.924 0.902 d = lying 0.015 0.910 0.978 0.943 e = sitting 0.012 0.903 0.841 0.871 f = standing 0.002 0.989 0.915 0.951 g = running 0.009 0.914 0.519 0.662 h = walking ------------------------------------------------------- 0.022 0.876 0.859 0.854 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.113 0.411 0.500 0.451 a = climbing down 0.115 0.607 0.926 0.733 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.005 0.961 0.855 0.905 d = lying 0.081 0.561 0.912 0.695 e = sitting 0.033 0.778 0.761 0.770 f = standing 0.001 0.995 0.595 0.744 g = running 0.011 0.781 0.275 0.407 h = walking ------------------------------------------------------- 0.049 0.749 0.690 0.684 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.143 0.401 0.814 0.538 a = climbing down 0.036 0.730 0.730 0.730 b = climbing up 0.000 1.000 0.092 0.169 c = jumping 0.018 0.863 0.742 0.798 d = lying 0.044 0.739 0.921 0.820 e = sitting 0.043 0.754 0.799 0.776 f = standing 0.022 0.918 0.880 0.899 g = running 0.007 0.868 0.262 0.402 h = walking ------------------------------------------------------- 0.039 0.784 0.726 0.715 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.838 0.667 0.743 a = climbing down 0.164 0.409 0.788 0.539 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.017 0.906 0.900 0.903 d = lying 0.020 0.872 0.957 0.912 e = sitting 0.018 0.878 0.786 0.830 f = standing 0.000 0.999 0.984 0.992 g = running 0.028 0.670 0.309 0.423 h = walking ------------------------------------------------------- 0.035 0.805 0.769 0.767 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.076 0.567 0.678 0.618 a = climbing down 0.040 0.740 0.691 0.715 b = climbing up 0.001 0.947 1.000 0.973 c = jumping 0.019 0.863 0.872 0.868 d = lying 0.022 0.835 0.734 0.781 e = sitting 0.054 0.723 0.813 0.766 f = standing 0.003 0.985 0.946 0.965 g = running 0.029 0.805 0.724 0.762 h = walking ------------------------------------------------------- 0.033 0.798 0.790 0.792 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.583 0.738 0.652 a = climbing down 0.038 0.834 0.570 0.677 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.035 0.719 0.714 0.717 d = lying 0.040 0.773 0.855 0.812 e = sitting 0.106 0.521 0.730 0.608 f = standing 0.018 0.872 0.800 0.834 g = running 0.023 0.857 0.869 0.863 h = walking ------------------------------------------------------- 0.042 0.762 0.738 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.861 0.755 0.805 a = climbing down 0.050 0.690 0.849 0.761 b = climbing up 0.000 1.000 0.926 0.961 c = jumping 0.009 0.950 0.979 0.964 d = lying 0.053 0.704 0.873 0.780 e = sitting 0.026 0.852 0.843 0.848 f = standing 0.002 0.989 0.813 0.893 g = running 0.025 0.842 0.775 0.808 h = walking ------------------------------------------------------- 0.023 0.856 0.843 0.846 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.085 0.551 0.814 0.657 a = climbing down 0.019 0.779 0.540 0.638 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.014 0.838 0.433 0.571 d = lying 0.021 0.868 0.735 0.796 e = sitting 0.126 0.541 0.897 0.675 f = standing 0.019 0.905 0.998 0.949 g = running 0.013 0.909 0.710 0.797 h = walking ------------------------------------------------------- 0.040 0.786 0.743 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.074 0.541 0.715 0.616 a = climbing down 0.092 0.623 0.861 0.723 b = climbing up 0.000 1.000 0.852 0.920 c = jumping 0.003 0.958 0.367 0.531 d = lying 0.032 0.751 0.631 0.686 e = sitting 0.157 0.458 0.825 0.589 f = standing 0.004 0.979 0.991 0.985 g = running 0.017 0.783 0.325 0.460 h = walking ------------------------------------------------------- 0.051 0.742 0.673 0.662 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.124 0.428 0.698 0.531 a = climbing down 0.091 0.607 0.890 0.722 b = climbing up 0.151 0.127 0.972 0.225 c = jumping 0.011 0.941 0.970 0.955 d = lying 0.019 0.694 0.296 0.415 e = sitting 0.109 0.559 0.833 0.669 f = standing 0.011 0.219 0.018 0.033 g = running 0.001 0.722 0.022 0.042 h = walking ------------------------------------------------------- 0.052 0.589 0.534 0.470 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.048 0.623 0.717 0.667 a = climbing down 0.082 0.589 0.819 0.685 b = climbing up 0.011 0.677 0.978 0.800 c = jumping 0.000 0.998 0.826 0.904 d = lying 0.028 0.757 0.456 0.569 e = sitting 0.117 0.552 0.817 0.659 f = standing 0.020 0.890 0.927 0.908 g = running 0.027 0.736 0.429 0.542 h = walking ------------------------------------------------------- 0.044 0.741 0.711 0.706 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.266 0.215 0.979 0.353 a = climbing down 0.002 0.934 0.238 0.380 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.000 0.999 0.948 0.973 d = lying 0.167 0.496 0.997 0.662 e = sitting 0.005 0.811 0.121 0.211 f = standing 0.003 0.983 0.993 0.988 g = running 0.003 0.804 0.070 0.129 h = walking ------------------------------------------------------- 0.044 0.800 0.596 0.551 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.762 0.655 0.704 a = climbing down 0.076 0.549 0.643 0.593 b = climbing up 0.006 0.786 0.976 0.871 c = jumping 0.009 0.948 0.950 0.949 d = lying 0.010 0.853 0.425 0.567 e = sitting 0.088 0.625 0.899 0.737 f = standing 0.002 0.991 0.941 0.965 g = running 0.051 0.731 0.724 0.728 h = walking ------------------------------------------------------- 0.037 0.786 0.766 0.762 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.796 0.769 0.782 a = climbing down 0.037 0.813 0.913 0.861 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.011 0.939 0.963 0.951 d = lying 0.065 0.507 0.442 0.472 e = sitting 0.084 0.570 0.613 0.591 f = standing 0.002 0.986 0.861 0.919 g = running 0.020 0.886 0.915 0.900 h = walking ------------------------------------------------------- 0.035 0.790 0.790 0.788 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.195 0.408 0.962 0.573 a = climbing down 0.010 0.851 0.451 0.589 b = climbing up 0.001 0.964 1.000 0.982 c = jumping 0.005 0.971 0.989 0.980 d = lying 0.015 0.923 0.986 0.953 e = sitting 0.003 0.982 0.874 0.925 f = standing 0.001 0.992 0.995 0.994 g = running 0.008 0.864 0.255 0.394 h = walking ------------------------------------------------------- 0.030 0.868 0.792 0.783 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.884 0.959 0.920 a = climbing down 0.045 0.753 0.879 0.811 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.012 0.934 0.984 0.958 d = lying 0.025 0.834 0.834 0.834 e = sitting 0.027 0.813 0.874 0.843 f = standing 0.001 0.997 0.832 0.907 g = running 0.012 0.926 0.811 0.865 h = walking ------------------------------------------------------- 0.018 0.887 0.880 0.881 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.690 0.676 0.683 a = climbing down 0.088 0.651 0.838 0.733 b = climbing up 0.000 1.000 0.902 0.949 c = jumping 0.005 0.960 0.834 0.892 d = lying 0.059 0.634 0.887 0.739 e = sitting 0.042 0.686 0.724 0.705 f = standing 0.003 0.987 0.798 0.883 g = running 0.007 0.934 0.696 0.797 h = walking ------------------------------------------------------- 0.034 0.812 0.782 0.788 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.040 0.687 0.781 0.731 a = climbing down 0.048 0.719 0.906 0.802 b = climbing up 0.000 1.000 0.395 0.567 c = jumping 0.036 0.766 0.815 0.789 d = lying 0.045 0.740 0.918 0.819 e = sitting 0.039 0.744 0.688 0.715 f = standing 0.015 0.942 0.860 0.900 g = running 0.013 0.889 0.632 0.739 h = walking ------------------------------------------------------- 0.031 0.808 0.793 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.806 0.718 0.759 a = climbing down 0.128 0.438 0.751 0.553 b = climbing up 0.000 0.992 0.940 0.966 c = jumping 0.013 0.927 0.961 0.944 d = lying 0.028 0.825 0.729 0.774 e = sitting 0.054 0.711 0.768 0.738 f = standing 0.004 0.981 0.992 0.986 g = running 0.034 0.652 0.348 0.454 h = walking ------------------------------------------------------- 0.037 0.777 0.756 0.753 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.801 0.729 0.763 a = climbing down 0.027 0.820 0.775 0.797 b = climbing up 0.031 0.399 0.988 0.568 c = jumping 0.010 0.928 0.928 0.928 d = lying 0.040 0.752 0.673 0.710 e = sitting 0.066 0.648 0.778 0.707 f = standing 0.002 0.989 0.737 0.845 g = running 0.040 0.782 0.907 0.840 h = walking ------------------------------------------------------- 0.030 0.812 0.787 0.792 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.074 0.412 0.594 0.486 a = climbing down 0.030 0.723 0.260 0.383 b = climbing up 0.001 0.960 0.977 0.969 c = jumping 0.033 0.679 0.526 0.593 d = lying 0.039 0.736 0.682 0.708 e = sitting 0.150 0.436 0.708 0.540 f = standing 0.008 0.911 0.512 0.656 g = running 0.147 0.512 0.961 0.668 h = walking ------------------------------------------------------- 0.064 0.655 0.583 0.570 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.771 0.846 a = climbing down 0.057 0.676 0.920 0.779 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.009 0.944 0.997 0.970 d = lying 0.067 0.669 0.768 0.715 e = sitting 0.043 0.752 0.746 0.749 f = standing 0.001 0.994 0.831 0.905 g = running 0.018 0.877 0.745 0.806 h = walking ------------------------------------------------------- 0.028 0.843 0.826 0.829 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.742 0.858 0.796 a = climbing down 0.035 0.699 0.825 0.757 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.002 0.987 0.776 0.869 d = lying 0.038 0.626 0.334 0.436 e = sitting 0.159 0.513 0.852 0.640 f = standing 0.015 0.925 0.981 0.952 g = running 0.003 0.980 0.714 0.826 h = walking ------------------------------------------------------- 0.042 0.790 0.757 0.753 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.855 0.776 0.813 a = climbing down 0.031 0.772 0.699 0.734 b = climbing up 0.000 1.000 0.741 0.851 c = jumping 0.004 0.979 0.939 0.959 d = lying 0.049 0.701 0.741 0.720 e = sitting 0.049 0.713 0.703 0.708 f = standing 0.007 0.963 0.995 0.979 g = running 0.051 0.761 0.875 0.814 h = walking ------------------------------------------------------- 0.029 0.826 0.823 0.823 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.898 0.824 0.859 a = climbing down 0.036 0.788 0.827 0.807 b = climbing up 0.001 0.929 0.959 0.944 c = jumping 0.000 0.999 0.986 0.992 d = lying 0.111 0.584 0.908 0.711 e = sitting 0.016 0.725 0.273 0.397 f = standing 0.003 0.985 0.991 0.988 g = running 0.030 0.842 0.857 0.849 h = walking ------------------------------------------------------- 0.030 0.834 0.822 0.809 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.936 0.613 0.741 a = climbing down 0.098 0.587 0.891 0.708 b = climbing up 0.000 0.995 0.979 0.987 c = jumping 0.002 0.989 0.971 0.980 d = lying 0.118 0.593 0.927 0.723 e = sitting 0.013 0.619 0.154 0.247 f = standing 0.006 0.967 0.998 0.982 g = running 0.029 0.811 0.651 0.722 h = walking ------------------------------------------------------- 0.040 0.790 0.769 0.747 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.284 0.139 0.693 0.231 a = climbing down 0.006 0.860 0.204 0.330 b = climbing up 0.115 0.131 0.956 0.231 c = jumping 0.000 0.999 0.953 0.975 d = lying 0.072 0.665 0.790 0.722 e = sitting 0.043 0.661 0.551 0.601 f = standing 0.042 0.568 0.290 0.384 g = running 0.001 0.200 0.001 0.002 h = walking ------------------------------------------------------- 0.044 0.610 0.482 0.474 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.779 0.846 a = climbing down 0.038 0.743 0.751 0.747 b = climbing up 0.000 1.000 0.673 0.805 c = jumping 0.009 0.947 0.965 0.956 d = lying 0.094 0.456 0.550 0.499 e = sitting 0.062 0.552 0.465 0.505 f = standing 0.008 0.959 0.948 0.953 g = running 0.046 0.785 0.880 0.830 h = walking ------------------------------------------------------- 0.036 0.778 0.771 0.772 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.165 0.440 0.934 0.598 a = climbing down 0.050 0.763 0.875 0.815 b = climbing up 0.005 0.789 0.985 0.877 c = jumping 0.016 0.903 0.812 0.855 d = lying 0.073 0.347 0.314 0.330 e = sitting 0.105 0.387 0.442 0.413 f = standing 0.004 0.976 0.932 0.954 g = running 0.002 0.659 0.024 0.047 h = walking ------------------------------------------------------- 0.053 0.668 0.633 0.592 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.203 0.380 0.904 0.535 a = climbing down 0.015 0.789 0.430 0.556 b = climbing up 0.000 0.993 0.938 0.965 c = jumping 0.016 0.918 0.992 0.954 d = lying 0.002 0.989 0.991 0.990 e = sitting 0.002 0.987 0.891 0.936 f = standing 0.002 0.987 0.999 0.993 g = running 0.010 0.779 0.201 0.319 h = walking ------------------------------------------------------- 0.031 0.848 0.781 0.769 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.856 0.822 a = climbing down 0.042 0.762 0.914 0.831 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.916 0.988 0.951 d = lying 0.018 0.895 0.978 0.935 e = sitting 0.003 0.979 0.893 0.934 f = standing 0.001 0.993 0.918 0.954 g = running 0.019 0.865 0.680 0.761 h = walking ------------------------------------------------------- 0.017 0.896 0.890 0.889 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.772 0.364 0.494 a = climbing down 0.111 0.617 0.928 0.741 b = climbing up 0.000 0.992 0.962 0.977 c = jumping 0.005 0.960 0.752 0.843 d = lying 0.038 0.782 0.989 0.873 e = sitting 0.032 0.766 0.833 0.798 f = standing 0.001 0.994 0.830 0.905 g = running 0.040 0.739 0.787 0.762 h = walking ------------------------------------------------------- 0.034 0.816 0.791 0.784 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.185 0.355 0.854 0.501 a = climbing down 0.015 0.843 0.562 0.675 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.053 0.677 0.729 0.702 d = lying 0.066 0.633 0.866 0.731 e = sitting 0.081 0.483 0.527 0.504 f = standing 0.004 0.983 0.682 0.805 g = running 0.047 0.196 0.065 0.097 h = walking ------------------------------------------------------- 0.054 0.638 0.604 0.593 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.822 0.729 0.773 a = climbing down 0.098 0.504 0.686 0.581 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.017 0.912 0.947 0.929 d = lying 0.013 0.916 0.970 0.943 e = sitting 0.011 0.927 0.832 0.877 f = standing 0.001 0.996 1.000 0.998 g = running 0.048 0.681 0.546 0.606 h = walking ------------------------------------------------------- 0.026 0.720 0.714 0.713 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.085 0.536 0.694 0.605 a = climbing down 0.057 0.698 0.811 0.750 b = climbing up 0.003 0.864 0.988 0.922 c = jumping 0.009 0.942 0.867 0.903 d = lying 0.018 0.868 0.806 0.836 e = sitting 0.048 0.737 0.858 0.793 f = standing 0.001 0.997 0.953 0.974 g = running 0.030 0.699 0.423 0.527 h = walking ------------------------------------------------------- 0.033 0.794 0.782 0.780 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.048 0.642 0.872 0.739 a = climbing down 0.010 0.918 0.368 0.525 b = climbing up 0.001 0.948 0.826 0.883 c = jumping 0.089 0.530 0.723 0.611 d = lying 0.046 0.767 0.988 0.864 e = sitting 0.083 0.446 0.423 0.434 f = standing 0.007 0.956 0.957 0.957 g = running 0.049 0.748 0.916 0.824 h = walking ------------------------------------------------------- 0.043 0.744 0.710 0.693 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.806 0.832 a = climbing down 0.018 0.858 0.762 0.807 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.007 0.962 0.978 0.970 d = lying 0.036 0.798 0.928 0.858 e = sitting 0.023 0.842 0.943 0.890 f = standing 0.003 0.983 0.795 0.879 g = running 0.039 0.811 0.928 0.866 h = walking ------------------------------------------------------- 0.019 0.884 0.877 0.876 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.047 0.683 0.858 0.760 a = climbing down 0.013 0.816 0.582 0.679 b = climbing up 0.001 0.975 0.987 0.981 c = jumping 0.002 0.986 0.762 0.860 d = lying 0.014 0.921 0.836 0.876 e = sitting 0.066 0.703 0.952 0.809 f = standing 0.006 0.969 0.998 0.983 g = running 0.023 0.876 0.850 0.863 h = walking ------------------------------------------------------- 0.023 0.867 0.851 0.851 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.852 0.544 0.664 a = climbing down 0.082 0.619 0.846 0.715 b = climbing up 0.000 0.987 0.929 0.957 c = jumping 0.012 0.927 0.896 0.911 d = lying 0.041 0.743 0.706 0.724 e = sitting 0.055 0.626 0.695 0.659 f = standing 0.002 0.991 0.983 0.987 g = running 0.033 0.824 0.794 0.809 h = walking ------------------------------------------------------- 0.032 0.809 0.795 0.795 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.030 0.748 0.764 0.756 a = climbing down 0.046 0.744 0.829 0.784 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.006 0.969 0.979 0.974 d = lying 0.041 0.754 0.818 0.785 e = sitting 0.032 0.780 0.716 0.747 f = standing 0.003 0.985 0.998 0.992 g = running 0.019 0.887 0.778 0.829 h = walking ------------------------------------------------------- 0.024 0.851 0.848 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.782 0.651 0.710 a = climbing down 0.111 0.570 0.959 0.715 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.003 0.985 0.976 0.980 d = lying 0.070 0.721 0.971 0.828 e = sitting 0.007 0.913 0.485 0.634 f = standing 0.002 0.987 0.998 0.993 g = running 0.013 0.876 0.497 0.634 h = walking ------------------------------------------------------- 0.032 0.842 0.805 0.797 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.185 0.220 0.759 0.341 a = climbing down 0.004 0.900 0.217 0.350 b = climbing up 0.000 0.985 0.985 0.985 c = jumping 0.000 1.000 0.239 0.386 d = lying 0.038 0.818 0.992 0.896 e = sitting 0.134 0.495 0.828 0.620 f = standing 0.032 0.857 0.997 0.922 g = running 0.008 0.931 0.493 0.645 h = walking ------------------------------------------------------- 0.043 0.805 0.642 0.629 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.848 0.535 0.656 a = climbing down 0.088 0.602 0.868 0.711 b = climbing up 0.000 1.000 0.881 0.936 c = jumping 0.012 0.930 0.939 0.934 d = lying 0.013 0.868 0.569 0.687 e = sitting 0.062 0.703 0.915 0.795 f = standing 0.003 0.984 0.989 0.986 g = running 0.046 0.733 0.672 0.701 h = walking ------------------------------------------------------- 0.033 0.816 0.796 0.792 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.100 0.523 0.795 0.631 a = climbing down 0.096 0.650 0.975 0.780 b = climbing up 0.006 0.777 0.993 0.872 c = jumping 0.021 0.890 0.912 0.901 d = lying 0.063 0.325 0.247 0.281 e = sitting 0.095 0.427 0.477 0.451 f = standing 0.005 0.944 0.517 0.668 g = running 0.008 0.927 0.521 0.667 h = walking ------------------------------------------------------- 0.052 0.699 0.658 0.650 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.089 0.585 0.918 0.715 a = climbing down 0.006 0.924 0.609 0.734 b = climbing up 0.000 0.993 0.915 0.953 c = jumping 0.024 0.876 0.968 0.920 d = lying 0.001 0.994 0.986 0.990 e = sitting 0.005 0.964 0.856 0.907 f = standing 0.009 0.951 0.999 0.974 g = running 0.020 0.852 0.663 0.746 h = walking ------------------------------------------------------- 0.020 0.887 0.865 0.865 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.039 0.670 0.606 0.636 a = climbing down 0.199 0.392 0.873 0.541 b = climbing up 0.001 0.941 1.000 0.970 c = jumping 0.025 0.853 0.892 0.872 d = lying 0.060 0.699 0.944 0.804 e = sitting 0.011 0.913 0.725 0.808 f = standing 0.001 0.995 0.839 0.910 g = running 0.003 0.811 0.059 0.110 h = walking ------------------------------------------------------- 0.044 0.781 0.704 0.675 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.561 0.381 0.454 a = climbing down 0.095 0.650 0.938 0.768 b = climbing up 0.000 0.992 0.852 0.917 c = jumping 0.028 0.815 0.777 0.796 d = lying 0.077 0.638 0.989 0.775 e = sitting 0.034 0.742 0.701 0.721 f = standing 0.003 0.982 0.671 0.797 g = running 0.024 0.802 0.686 0.740 h = walking ------------------------------------------------------- 0.042 0.758 0.736 0.730 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.403 0.842 0.545 a = climbing down 0.025 0.824 0.846 0.835 b = climbing up 0.000 1.000 0.788 0.881 c = jumping 0.007 0.949 0.803 0.870 d = lying 0.048 0.712 0.921 0.803 e = sitting 0.033 0.782 0.832 0.806 f = standing 0.010 0.964 0.880 0.920 g = running 0.016 0.562 0.114 0.190 h = walking ------------------------------------------------------- 0.035 0.772 0.743 0.724 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.770 0.801 0.785 a = climbing down 0.117 0.396 0.536 0.455 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.039 0.813 0.893 0.851 d = lying 0.016 0.900 0.983 0.940 e = sitting 0.016 0.883 0.711 0.788 f = standing 0.001 0.996 0.998 0.997 g = running 0.042 0.672 0.463 0.548 h = walking ------------------------------------------------------- 0.033 0.679 0.673 0.670 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.055 0.650 0.714 0.680 a = climbing down 0.051 0.722 0.840 0.777 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.017 0.893 0.866 0.879 d = lying 0.016 0.873 0.770 0.818 e = sitting 0.053 0.724 0.832 0.774 f = standing 0.003 0.984 0.971 0.978 g = running 0.008 0.935 0.715 0.810 h = walking ------------------------------------------------------- 0.028 0.836 0.824 0.826 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.743 0.793 0.768 a = climbing down 0.014 0.928 0.582 0.715 b = climbing up 0.000 0.994 0.902 0.946 c = jumping 0.027 0.691 0.475 0.563 d = lying 0.030 0.836 0.972 0.899 e = sitting 0.113 0.534 0.823 0.648 f = standing 0.007 0.951 0.920 0.936 g = running 0.038 0.799 0.958 0.871 h = walking ------------------------------------------------------- 0.034 0.805 0.778 0.774 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.194 0.400 0.976 0.568 a = climbing down 0.023 0.721 0.424 0.534 b = climbing up 0.011 0.663 0.977 0.790 c = jumping 0.035 0.836 0.984 0.904 d = lying 0.047 0.758 0.968 0.850 e = sitting 0.009 0.918 0.737 0.817 f = standing 0.001 0.993 0.726 0.839 g = running 0.012 0.678 0.147 0.241 h = walking ------------------------------------------------------- 0.040 0.772 0.709 0.688 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.217 0.333 0.897 0.486 a = climbing down 0.001 0.929 0.153 0.263 b = climbing up 0.001 0.969 0.987 0.978 c = jumping 0.018 0.850 0.586 0.694 d = lying 0.019 0.878 0.710 0.785 e = sitting 0.112 0.553 0.878 0.679 f = standing 0.010 0.948 0.989 0.968 g = running 0.016 0.755 0.270 0.398 h = walking ------------------------------------------------------- 0.049 0.770 0.654 0.639 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.031 0.715 0.567 0.632 a = climbing down 0.185 0.480 0.973 0.643 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.004 0.880 0.196 0.320 d = lying 0.028 0.838 0.905 0.871 e = sitting 0.129 0.458 0.847 0.595 f = standing 0.002 0.985 0.865 0.921 g = running 0.010 0.847 0.289 0.431 h = walking ------------------------------------------------------- 0.053 0.759 0.662 0.637 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.827 0.888 a = climbing down 0.044 0.766 0.936 0.842 b = climbing up 0.000 0.993 0.790 0.880 c = jumping 0.012 0.937 0.964 0.950 d = lying 0.053 0.713 0.895 0.794 e = sitting 0.021 0.831 0.616 0.707 f = standing 0.008 0.959 0.997 0.978 g = running 0.013 0.919 0.832 0.873 h = walking ------------------------------------------------------- 0.021 0.875 0.867 0.865 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.886 0.711 0.789 a = climbing down 0.080 0.632 0.955 0.761 b = climbing up 0.000 0.989 0.978 0.984 c = jumping 0.003 0.980 0.931 0.955 d = lying 0.094 0.668 0.974 0.792 e = sitting 0.013 0.850 0.438 0.578 f = standing 0.003 0.980 0.997 0.988 g = running 0.008 0.935 0.660 0.774 h = walking ------------------------------------------------------- 0.030 0.851 0.818 0.812 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.299 0.558 0.389 a = climbing down 0.002 0.936 0.229 0.368 b = climbing up 0.000 0.987 0.952 0.969 c = jumping 0.004 0.978 0.931 0.954 d = lying 0.027 0.859 0.993 0.921 e = sitting 0.005 0.971 0.869 0.917 f = standing 0.057 0.765 1.000 0.867 g = running 0.010 0.952 0.911 0.931 h = walking ------------------------------------------------------- 0.022 0.872 0.825 0.815 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.790 0.681 0.731 a = climbing down 0.045 0.665 0.617 0.640 b = climbing up 0.000 1.000 0.460 0.630 c = jumping 0.024 0.871 0.920 0.895 d = lying 0.018 0.807 0.535 0.643 e = sitting 0.075 0.636 0.817 0.715 f = standing 0.012 0.938 0.953 0.946 g = running 0.065 0.708 0.838 0.768 h = walking ------------------------------------------------------- 0.037 0.782 0.772 0.768 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.036 0.745 0.743 0.744 a = climbing down 0.064 0.723 0.942 0.818 b = climbing up 0.000 0.985 0.971 0.978 c = jumping 0.015 0.839 0.451 0.587 d = lying 0.063 0.473 0.356 0.406 e = sitting 0.180 0.296 0.530 0.380 f = standing 0.001 0.996 0.804 0.890 g = running 0.014 0.910 0.833 0.870 h = walking ------------------------------------------------------- 0.050 0.728 0.676 0.684 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.175 0.433 0.968 0.599 a = climbing down 0.012 0.839 0.462 0.596 b = climbing up 0.010 0.647 0.876 0.744 c = jumping 0.001 0.995 0.992 0.993 d = lying 0.000 0.999 0.980 0.990 e = sitting 0.003 0.979 0.991 0.985 f = standing 0.005 0.971 0.935 0.953 g = running 0.006 0.915 0.332 0.487 h = walking ------------------------------------------------------- 0.025 0.884 0.814 0.809 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.931 0.951 0.941 a = climbing down 0.018 0.870 0.806 0.837 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.899 0.992 0.944 d = lying 0.021 0.870 0.940 0.904 e = sitting 0.007 0.953 0.858 0.903 f = standing 0.001 0.994 0.916 0.953 g = running 0.029 0.853 0.906 0.879 h = walking ------------------------------------------------------- 0.014 0.914 0.912 0.911 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.048 0.624 0.534 0.575 a = climbing down 0.122 0.594 0.934 0.726 b = climbing up 0.000 0.992 0.947 0.969 c = jumping 0.007 0.948 0.782 0.857 d = lying 0.046 0.754 0.962 0.846 e = sitting 0.039 0.724 0.819 0.769 f = standing 0.001 0.992 0.634 0.774 g = running 0.005 0.959 0.751 0.842 h = walking ------------------------------------------------------- 0.038 0.811 0.771 0.772 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.091 0.504 0.779 0.612 a = climbing down 0.039 0.766 0.917 0.835 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.040 0.755 0.815 0.784 d = lying 0.042 0.742 0.914 0.819 e = sitting 0.044 0.677 0.643 0.660 f = standing 0.005 0.982 0.854 0.914 g = running 0.016 0.805 0.370 0.507 h = walking ------------------------------------------------------- 0.034 0.782 0.757 0.751 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.708 0.859 0.776 a = climbing down 0.085 0.451 0.516 0.481 b = climbing up 0.003 0.867 0.970 0.915 c = jumping 0.047 0.783 0.957 0.861 d = lying 0.075 0.681 0.920 0.783 e = sitting 0.019 0.726 0.295 0.420 f = standing 0.002 0.989 0.984 0.987 g = running 0.040 0.687 0.498 0.578 h = walking ------------------------------------------------------- 0.042 0.732 0.728 0.709 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.871 0.822 0.846 a = climbing down 0.022 0.866 0.891 0.879 b = climbing up 0.001 0.941 0.936 0.938 c = jumping 0.006 0.960 0.879 0.918 d = lying 0.032 0.786 0.800 0.793 e = sitting 0.046 0.738 0.830 0.782 f = standing 0.004 0.979 0.933 0.955 g = running 0.015 0.915 0.939 0.927 h = walking ------------------------------------------------------- 0.019 0.880 0.876 0.877 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.864 0.736 0.795 a = climbing down 0.037 0.829 0.611 0.704 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.032 0.668 0.495 0.569 d = lying 0.032 0.826 0.967 0.891 e = sitting 0.114 0.523 0.792 0.630 f = standing 0.011 0.932 0.972 0.952 g = running 0.025 0.856 0.884 0.870 h = walking ------------------------------------------------------- 0.038 0.793 0.776 0.774 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.027 0.793 0.830 0.811 a = climbing down 0.041 0.743 0.870 0.802 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.005 0.972 0.995 0.983 d = lying 0.043 0.798 0.920 0.855 e = sitting 0.021 0.846 0.892 0.869 f = standing 0.003 0.981 0.766 0.860 g = running 0.014 0.912 0.817 0.862 h = walking ------------------------------------------------------- 0.020 0.877 0.867 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.773 0.926 0.843 a = climbing down 0.017 0.797 0.666 0.726 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.990 0.816 0.894 d = lying 0.022 0.861 0.674 0.756 e = sitting 0.090 0.612 0.890 0.725 f = standing 0.010 0.952 0.994 0.972 g = running 0.015 0.913 0.846 0.878 h = walking ------------------------------------------------------- 0.025 0.858 0.838 0.839 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.043 0.660 0.630 0.644 a = climbing down 0.078 0.652 0.922 0.764 b = climbing up 0.002 0.918 0.897 0.907 c = jumping 0.011 0.933 0.945 0.939 d = lying 0.020 0.877 0.865 0.871 e = sitting 0.027 0.801 0.806 0.803 f = standing 0.003 0.980 0.749 0.849 g = running 0.019 0.897 0.819 0.856 h = walking ------------------------------------------------------- 0.027 0.840 0.825 0.826 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.943 0.739 0.829 a = climbing down 0.063 0.695 0.921 0.792 b = climbing up 0.000 1.000 0.715 0.834 c = jumping 0.002 0.991 0.976 0.983 d = lying 0.055 0.702 0.755 0.728 e = sitting 0.045 0.679 0.623 0.650 f = standing 0.015 0.923 0.999 0.959 g = running 0.017 0.889 0.731 0.803 h = walking ------------------------------------------------------- 0.029 0.835 0.826 0.825 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.920 0.585 0.715 a = climbing down 0.100 0.591 0.935 0.724 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.983 0.960 0.971 d = lying 0.083 0.685 0.972 0.803 e = sitting 0.008 0.869 0.385 0.534 f = standing 0.001 0.992 0.999 0.996 g = running 0.023 0.848 0.664 0.744 h = walking ------------------------------------------------------- 0.032 0.843 0.808 0.799 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.082 0.243 0.392 0.300 a = climbing down 0.002 0.951 0.300 0.457 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 1.000 0.886 0.939 d = lying 0.014 0.929 0.982 0.955 e = sitting 0.019 0.887 0.945 0.915 f = standing 0.073 0.726 1.000 0.841 g = running 0.003 0.984 0.939 0.961 h = walking ------------------------------------------------------- 0.022 0.873 0.829 0.823 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.764 0.824 a = climbing down 0.031 0.788 0.797 0.793 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.007 0.958 0.950 0.954 d = lying 0.020 0.851 0.774 0.811 e = sitting 0.036 0.804 0.907 0.852 f = standing 0.000 0.998 0.974 0.986 g = running 0.034 0.836 0.911 0.872 h = walking ------------------------------------------------------- 0.019 0.882 0.879 0.879 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.766 0.761 0.764 a = climbing down 0.030 0.846 0.891 0.868 b = climbing up 0.000 0.992 0.956 0.974 c = jumping 0.014 0.724 0.203 0.317 d = lying 0.099 0.284 0.333 0.307 e = sitting 0.214 0.278 0.434 0.339 f = standing 0.001 0.991 0.824 0.900 g = running 0.029 0.851 0.951 0.898 h = walking ------------------------------------------------------- 0.060 0.693 0.641 0.641 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.671 0.841 0.746 a = climbing down 0.073 0.552 0.685 0.612 b = climbing up 0.000 1.000 0.075 0.139 c = jumping 0.000 0.998 0.986 0.992 d = lying 0.003 0.983 0.975 0.979 e = sitting 0.006 0.960 0.982 0.971 f = standing 0.022 0.888 1.000 0.941 g = running 0.008 0.927 0.571 0.707 h = walking ------------------------------------------------------- 0.021 0.872 0.852 0.845 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.939 0.918 0.928 a = climbing down 0.017 0.877 0.820 0.847 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.026 0.861 0.988 0.920 d = lying 0.021 0.871 0.938 0.903 e = sitting 0.005 0.967 0.831 0.894 f = standing 0.005 0.972 0.894 0.932 g = running 0.031 0.847 0.921 0.882 h = walking ------------------------------------------------------- 0.016 0.907 0.903 0.903 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.702 0.545 0.614 a = climbing down 0.086 0.674 0.923 0.779 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.008 0.947 0.837 0.889 d = lying 0.052 0.726 0.985 0.836 e = sitting 0.022 0.819 0.805 0.812 f = standing 0.001 0.997 0.823 0.902 g = running 0.011 0.907 0.755 0.824 h = walking ------------------------------------------------------- 0.030 0.836 0.816 0.816 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.032 0.736 0.781 0.758 a = climbing down 0.028 0.807 0.864 0.834 b = climbing up 0.000 1.000 0.743 0.852 c = jumping 0.044 0.713 0.751 0.732 d = lying 0.060 0.691 0.965 0.805 e = sitting 0.038 0.745 0.661 0.701 f = standing 0.007 0.972 0.808 0.883 g = running 0.023 0.853 0.787 0.818 h = walking ------------------------------------------------------- 0.030 0.812 0.799 0.800 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.688 0.796 0.738 a = climbing down 0.146 0.410 0.701 0.518 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.014 0.928 0.933 0.930 d = lying 0.015 0.899 0.922 0.910 e = sitting 0.020 0.876 0.843 0.859 f = standing 0.003 0.985 1.000 0.992 g = running 0.024 0.569 0.174 0.267 h = walking ------------------------------------------------------- 0.034 0.669 0.671 0.652 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.269 0.330 0.919 0.486 a = climbing down 0.008 0.719 0.121 0.207 b = climbing up 0.039 0.335 0.981 0.499 c = jumping 0.019 0.872 0.812 0.841 d = lying 0.041 0.717 0.709 0.713 e = sitting 0.068 0.607 0.662 0.633 f = standing 0.005 0.970 0.744 0.842 g = running 0.021 0.471 0.110 0.178 h = walking ------------------------------------------------------- 0.057 0.675 0.588 0.563 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.805 0.772 0.788 a = climbing down 0.024 0.879 0.580 0.699 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.033 0.670 0.530 0.592 d = lying 0.034 0.804 0.921 0.859 e = sitting 0.116 0.517 0.739 0.609 f = standing 0.004 0.972 0.972 0.972 g = running 0.037 0.801 0.944 0.867 h = walking ------------------------------------------------------- 0.038 0.790 0.770 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.034 0.751 0.856 0.800 a = climbing down 0.043 0.715 0.814 0.761 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.006 0.966 0.970 0.968 d = lying 0.051 0.714 0.874 0.786 e = sitting 0.028 0.852 0.905 0.878 f = standing 0.003 0.982 0.787 0.874 g = running 0.021 0.849 0.670 0.749 h = walking ------------------------------------------------------- 0.024 0.850 0.838 0.838 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.657 0.892 0.757 a = climbing down 0.017 0.774 0.588 0.668 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.963 0.775 0.859 d = lying 0.019 0.873 0.677 0.763 e = sitting 0.090 0.637 0.928 0.755 f = standing 0.009 0.953 0.999 0.976 g = running 0.010 0.936 0.809 0.868 h = walking ------------------------------------------------------- 0.027 0.847 0.822 0.823 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.868 0.715 0.784 a = climbing down 0.052 0.717 0.876 0.789 b = climbing up 0.000 1.000 0.734 0.846 c = jumping 0.005 0.973 0.973 0.973 d = lying 0.022 0.854 0.838 0.846 e = sitting 0.026 0.847 0.859 0.853 f = standing 0.007 0.961 0.993 0.977 g = running 0.025 0.857 0.811 0.834 h = walking ------------------------------------------------------- 0.021 0.874 0.869 0.869 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.899 0.844 0.871 a = climbing down 0.045 0.771 0.906 0.833 b = climbing up 0.000 1.000 0.764 0.866 c = jumping 0.000 0.997 0.989 0.993 d = lying 0.060 0.654 0.742 0.695 e = sitting 0.042 0.691 0.604 0.645 f = standing 0.005 0.975 0.999 0.987 g = running 0.013 0.923 0.817 0.867 h = walking ------------------------------------------------------- 0.024 0.853 0.848 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.923 0.518 0.663 a = climbing down 0.116 0.549 0.925 0.689 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.989 0.953 0.971 d = lying 0.080 0.685 0.931 0.789 e = sitting 0.019 0.772 0.448 0.567 f = standing 0.003 0.986 0.999 0.992 g = running 0.021 0.843 0.594 0.697 h = walking ------------------------------------------------------- 0.035 0.825 0.789 0.783 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.299 0.182 0.972 0.307 a = climbing down 0.003 0.876 0.141 0.242 b = climbing up 0.000 0.990 0.748 0.852 c = jumping 0.000 0.975 0.065 0.121 d = lying 0.170 0.502 0.993 0.667 e = sitting 0.165 0.011 0.012 0.012 f = standing 0.013 0.938 0.999 0.968 g = running 0.006 0.027 0.001 0.002 h = walking ------------------------------------------------------- 0.070 0.537 0.414 0.343 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.055 0.651 0.789 0.714 a = climbing down 0.018 0.796 0.473 0.593 b = climbing up 0.000 1.000 0.937 0.968 c = jumping 0.010 0.941 0.913 0.927 d = lying 0.007 0.851 0.275 0.416 e = sitting 0.114 0.590 0.943 0.726 f = standing 0.008 0.956 0.990 0.972 g = running 0.062 0.719 0.823 0.767 h = walking ------------------------------------------------------- 0.039 0.794 0.765 0.748 Weighted Avg. Run: 3 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.919 0.666 0.772 a = climbing down 0.076 0.611 0.786 0.688 b = climbing up 0.000 1.000 0.776 0.874 c = jumping 0.010 0.944 0.975 0.959 d = lying 0.121 0.495 0.583 0.535 e = sitting 0.075 0.298 0.211 0.247 f = standing 0.007 0.962 0.993 0.977 g = running 0.036 0.785 0.757 0.771 h = walking ------------------------------------------------------- 0.049 0.716 0.717 0.711 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.046 0.772 0.949 0.851 a = climbing down 0.117 0.145 0.634 0.237 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.046 0.789 0.808 0.799 d = lying 0.018 0.918 0.978 0.947 e = sitting 0.035 0.813 0.734 0.772 f = standing 0.000 0.998 0.998 0.998 g = running 0.005 0.916 0.239 0.379 h = walking ------------------------------------------------------- 0.028 0.843 0.761 0.760 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.959 0.944 a = climbing down 0.089 0.618 0.918 0.738 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.017 0.907 0.958 0.932 d = lying 0.044 0.749 0.825 0.785 e = sitting 0.029 0.769 0.708 0.737 f = standing 0.001 0.995 0.901 0.946 g = running 0.007 0.941 0.559 0.701 h = walking ------------------------------------------------------- 0.026 0.854 0.831 0.830 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.744 0.628 0.681 a = climbing down 0.183 0.473 0.902 0.621 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.010 0.933 0.883 0.907 d = lying 0.139 0.428 0.896 0.580 e = sitting 0.020 0.689 0.315 0.433 f = standing 0.001 0.996 0.757 0.860 g = running 0.008 0.640 0.099 0.171 h = walking ------------------------------------------------------- 0.052 0.731 0.658 0.637 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.097 0.384 0.533 0.446 a = climbing down 0.210 0.401 0.937 0.562 b = climbing up 0.001 0.950 0.629 0.757 c = jumping 0.059 0.647 0.700 0.672 d = lying 0.053 0.682 0.848 0.756 e = sitting 0.071 0.511 0.511 0.511 f = standing 0.007 0.959 0.497 0.655 g = running 0.003 0.241 0.005 0.010 h = walking ------------------------------------------------------- 0.062 0.598 0.563 0.530 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.125 0.481 0.857 0.616 a = climbing down 0.020 0.592 0.201 0.301 b = climbing up 0.000 0.975 0.959 0.967 c = jumping 0.023 0.817 0.576 0.676 d = lying 0.048 0.755 0.909 0.825 e = sitting 0.075 0.621 0.691 0.654 f = standing 0.003 0.985 0.928 0.956 g = running 0.092 0.402 0.400 0.401 h = walking ------------------------------------------------------- 0.052 0.684 0.665 0.652 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.158 0.333 0.603 0.429 a = climbing down 0.079 0.620 0.773 0.688 b = climbing up 0.001 0.962 0.977 0.969 c = jumping 0.048 0.714 0.843 0.773 d = lying 0.067 0.541 0.542 0.542 e = sitting 0.075 0.527 0.467 0.495 f = standing 0.014 0.936 0.952 0.944 g = running 0.006 0.355 0.019 0.037 h = walking ------------------------------------------------------- 0.059 0.597 0.611 0.576 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.029 0.723 0.807 0.763 a = climbing down 0.190 0.487 0.596 0.536 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.058 0.648 0.696 0.671 d = lying 0.048 0.654 0.860 0.743 e = sitting 0.087 0.551 0.643 0.593 f = standing 0.029 0.847 0.972 0.905 g = running 0.016 0.335 0.047 0.082 h = walking ------------------------------------------------------- 0.078 0.594 0.620 0.577 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.892 0.639 0.745 a = climbing down 0.007 0.710 0.120 0.205 b = climbing up 0.005 0.795 0.954 0.868 c = jumping 0.014 0.638 0.154 0.248 d = lying 0.078 0.637 0.838 0.724 e = sitting 0.170 0.384 0.658 0.485 f = standing 0.003 0.985 0.748 0.851 g = running 0.164 0.495 0.997 0.662 h = walking ------------------------------------------------------- 0.062 0.686 0.611 0.577 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.004 0.937 0.731 0.821 a = climbing down 0.084 0.586 0.955 0.726 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.031 0.722 0.446 0.552 d = lying 0.049 0.479 0.234 0.315 e = sitting 0.202 0.387 0.789 0.519 f = standing 0.005 0.973 0.972 0.972 g = running 0.001 0.989 0.666 0.796 h = walking ------------------------------------------------------- 0.052 0.729 0.673 0.669 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.872 0.603 0.713 a = climbing down 0.037 0.612 0.344 0.440 b = climbing up 0.000 1.000 0.838 0.912 c = jumping 0.003 0.957 0.384 0.548 d = lying 0.063 0.605 0.679 0.640 e = sitting 0.144 0.454 0.678 0.544 f = standing 0.005 0.972 0.998 0.985 g = running 0.129 0.541 0.922 0.682 h = walking ------------------------------------------------------- 0.056 0.722 0.663 0.655 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.676 0.843 0.751 a = climbing down 0.142 0.391 0.604 0.475 b = climbing up 0.000 0.980 0.875 0.925 c = jumping 0.013 0.929 0.982 0.955 d = lying 0.096 0.510 0.664 0.577 e = sitting 0.055 0.524 0.361 0.428 f = standing 0.003 0.981 0.997 0.989 g = running 0.013 0.777 0.257 0.386 h = walking ------------------------------------------------------- 0.050 0.701 0.673 0.659 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.852 0.651 0.738 a = climbing down 0.177 0.471 0.855 0.607 b = climbing up 0.000 0.984 0.974 0.979 c = jumping 0.002 0.989 0.879 0.931 d = lying 0.158 0.390 0.840 0.533 e = sitting 0.035 0.503 0.171 0.256 f = standing 0.005 0.971 0.997 0.984 g = running 0.020 0.546 0.146 0.231 h = walking ------------------------------------------------------- 0.056 0.683 0.646 0.615 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.260 0.135 0.598 0.220 a = climbing down 0.006 0.849 0.216 0.344 b = climbing up 0.009 0.710 0.965 0.818 c = jumping 0.034 0.840 0.948 0.891 d = lying 0.082 0.656 0.878 0.751 e = sitting 0.028 0.710 0.374 0.490 f = standing 0.062 0.724 0.934 0.816 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.060 0.578 0.614 0.541 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.814 0.794 a = climbing down 0.092 0.587 0.795 0.676 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.026 0.865 0.930 0.897 d = lying 0.053 0.684 0.692 0.688 e = sitting 0.055 0.623 0.563 0.591 f = standing 0.001 0.996 0.990 0.993 g = running 0.012 0.890 0.558 0.686 h = walking ------------------------------------------------------- 0.037 0.784 0.771 0.769 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.812 0.886 0.847 a = climbing down 0.072 0.654 0.883 0.752 b = climbing up 0.000 0.977 0.884 0.929 c = jumping 0.020 0.879 0.811 0.844 d = lying 0.073 0.543 0.434 0.482 e = sitting 0.122 0.355 0.464 0.402 f = standing 0.005 0.970 0.986 0.978 g = running 0.008 0.929 0.609 0.736 h = walking ------------------------------------------------------- 0.045 0.742 0.719 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.167 0.476 0.958 0.636 a = climbing down 0.005 0.568 0.226 0.323 b = climbing up 0.000 0.981 0.993 0.987 c = jumping 0.112 0.676 0.987 0.802 d = lying 0.003 0.987 0.913 0.948 e = sitting 0.019 0.830 0.459 0.591 f = standing 0.001 0.995 0.995 0.995 g = running 0.008 0.886 0.281 0.427 h = walking ------------------------------------------------------- 0.050 0.801 0.735 0.712 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.945 0.944 a = climbing down 0.096 0.592 0.925 0.722 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.020 0.891 0.968 0.928 d = lying 0.038 0.797 0.945 0.864 e = sitting 0.013 0.914 0.819 0.864 f = standing 0.000 0.998 0.858 0.923 g = running 0.008 0.925 0.498 0.647 h = walking ------------------------------------------------------- 0.024 0.873 0.844 0.841 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.114 0.447 0.600 0.512 a = climbing down 0.081 0.639 0.799 0.710 b = climbing up 0.000 0.976 0.992 0.984 c = jumping 0.026 0.835 0.766 0.799 d = lying 0.053 0.677 0.949 0.790 e = sitting 0.047 0.662 0.648 0.655 f = standing 0.001 0.997 0.804 0.891 g = running 0.016 0.754 0.325 0.455 h = walking ------------------------------------------------------- 0.045 0.739 0.708 0.705 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.138 0.459 0.955 0.620 a = climbing down 0.018 0.845 0.704 0.768 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.026 0.839 0.824 0.831 d = lying 0.050 0.701 0.902 0.789 e = sitting 0.040 0.711 0.700 0.705 f = standing 0.002 0.993 0.873 0.929 g = running 0.036 0.383 0.129 0.194 h = walking ------------------------------------------------------- 0.037 0.737 0.728 0.711 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.775 0.885 0.826 a = climbing down 0.076 0.594 0.766 0.669 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.089 0.633 0.844 0.723 d = lying 0.029 0.843 0.968 0.901 e = sitting 0.023 0.752 0.392 0.516 f = standing 0.000 0.998 0.980 0.989 g = running 0.023 0.767 0.479 0.589 h = walking ------------------------------------------------------- 0.038 0.775 0.764 0.752 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.126 0.435 0.773 0.556 a = climbing down 0.062 0.598 0.575 0.586 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.027 0.855 0.883 0.868 d = lying 0.020 0.810 0.625 0.706 e = sitting 0.071 0.642 0.749 0.691 f = standing 0.002 0.989 0.983 0.986 g = running 0.030 0.610 0.271 0.375 h = walking ------------------------------------------------------- 0.044 0.725 0.706 0.699 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.770 0.943 0.848 a = climbing down 0.112 0.557 0.477 0.514 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.083 0.486 0.531 0.507 d = lying 0.019 0.840 0.974 0.902 e = sitting 0.131 0.436 0.622 0.513 f = standing 0.032 0.833 0.968 0.895 g = running 0.014 0.836 0.404 0.545 h = walking ------------------------------------------------------- 0.066 0.668 0.644 0.629 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.973 0.664 0.790 a = climbing down 0.035 0.732 0.691 0.711 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.016 0.913 0.961 0.937 d = lying 0.013 0.924 0.908 0.916 e = sitting 0.025 0.813 0.839 0.826 f = standing 0.003 0.984 0.950 0.967 g = running 0.070 0.680 0.870 0.763 h = walking ------------------------------------------------------- 0.023 0.869 0.858 0.858 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.040 0.665 0.898 0.765 a = climbing down 0.009 0.677 0.153 0.250 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.013 0.883 0.525 0.658 d = lying 0.024 0.545 0.149 0.234 e = sitting 0.234 0.379 0.881 0.530 f = standing 0.029 0.868 0.971 0.917 g = running 0.077 0.707 0.962 0.815 h = walking ------------------------------------------------------- 0.053 0.591 0.567 0.521 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.856 0.699 0.769 a = climbing down 0.064 0.684 0.772 0.725 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.010 0.727 0.160 0.262 d = lying 0.064 0.691 0.947 0.799 e = sitting 0.120 0.424 0.655 0.515 f = standing 0.002 0.991 0.990 0.990 g = running 0.038 0.788 0.806 0.797 h = walking ------------------------------------------------------- 0.042 0.753 0.727 0.707 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.829 0.737 0.780 a = climbing down 0.093 0.580 0.849 0.689 b = climbing up 0.000 1.000 0.786 0.880 c = jumping 0.020 0.889 0.910 0.900 d = lying 0.068 0.655 0.859 0.743 e = sitting 0.032 0.726 0.507 0.597 f = standing 0.006 0.966 0.999 0.982 g = running 0.010 0.915 0.619 0.739 h = walking ------------------------------------------------------- 0.034 0.805 0.783 0.781 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.870 0.772 0.818 a = climbing down 0.125 0.546 0.883 0.675 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.001 0.992 0.915 0.952 d = lying 0.106 0.529 0.965 0.684 e = sitting 0.015 0.819 0.375 0.514 f = standing 0.003 0.985 1.000 0.992 g = running 0.019 0.760 0.362 0.491 h = walking ------------------------------------------------------- 0.037 0.803 0.754 0.742 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.173 0.234 0.772 0.359 a = climbing down 0.084 0.352 0.306 0.328 b = climbing up 0.006 0.806 0.983 0.886 c = jumping 0.031 0.854 0.941 0.896 d = lying 0.011 0.939 0.958 0.949 e = sitting 0.013 0.915 0.787 0.846 f = standing 0.028 0.863 1.000 0.927 g = running 0.003 0.832 0.072 0.133 h = walking ------------------------------------------------------- 0.035 0.768 0.687 0.661 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.908 0.747 0.820 a = climbing down 0.164 0.472 0.933 0.627 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.902 0.921 0.912 d = lying 0.015 0.895 0.766 0.825 e = sitting 0.045 0.749 0.848 0.796 f = standing 0.000 0.998 0.996 0.997 g = running 0.007 0.829 0.185 0.302 h = walking ------------------------------------------------------- 0.035 0.829 0.777 0.761 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.744 0.837 a = climbing down 0.092 0.632 0.959 0.762 b = climbing up 0.000 1.000 0.660 0.795 c = jumping 0.013 0.874 0.485 0.624 d = lying 0.068 0.380 0.330 0.353 e = sitting 0.172 0.330 0.516 0.402 f = standing 0.010 0.947 0.997 0.971 g = running 0.010 0.926 0.679 0.783 h = walking ------------------------------------------------------- 0.050 0.740 0.681 0.688 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.013 0.920 0.946 0.933 a = climbing down 0.103 0.195 0.812 0.315 b = climbing up 0.000 1.000 0.954 0.977 c = jumping 0.047 0.826 0.943 0.881 d = lying 0.018 0.918 0.992 0.954 e = sitting 0.011 0.930 0.701 0.800 f = standing 0.001 0.989 1.000 0.994 g = running 0.005 0.952 0.428 0.591 h = walking ------------------------------------------------------- 0.020 0.896 0.822 0.832 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.774 0.720 0.746 a = climbing down 0.086 0.599 0.839 0.699 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.119 0.578 0.976 0.726 d = lying 0.024 0.838 0.800 0.819 e = sitting 0.021 0.670 0.261 0.376 f = standing 0.020 0.900 0.886 0.893 g = running 0.038 0.705 0.485 0.575 h = walking ------------------------------------------------------- 0.046 0.732 0.715 0.698 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.059 0.649 0.710 0.678 a = climbing down 0.064 0.714 0.891 0.793 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.912 0.852 0.881 d = lying 0.081 0.583 0.974 0.729 e = sitting 0.026 0.797 0.728 0.761 f = standing 0.001 0.996 0.724 0.839 g = running 0.016 0.830 0.538 0.653 h = walking ------------------------------------------------------- 0.034 0.806 0.772 0.774 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.098 0.489 0.788 0.603 a = climbing down 0.059 0.614 0.632 0.623 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.037 0.679 0.522 0.590 d = lying 0.083 0.609 0.945 0.741 e = sitting 0.072 0.591 0.691 0.637 f = standing 0.003 0.982 0.633 0.770 g = running 0.058 0.488 0.331 0.395 h = walking ------------------------------------------------------- 0.052 0.675 0.640 0.637 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.108 0.505 0.771 0.610 a = climbing down 0.110 0.396 0.497 0.441 b = climbing up 0.004 0.000 0.000 0.000 c = jumping 0.031 0.754 0.487 0.591 d = lying 0.052 0.693 0.807 0.745 e = sitting 0.112 0.480 0.603 0.535 f = standing 0.000 0.998 0.967 0.983 g = running 0.029 0.436 0.137 0.208 h = walking ------------------------------------------------------- 0.056 0.533 0.534 0.514 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.043 0.391 0.222 0.283 a = climbing down 0.166 0.397 0.692 0.505 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.039 0.716 0.518 0.601 d = lying 0.037 0.707 0.648 0.676 e = sitting 0.121 0.495 0.701 0.580 f = standing 0.001 0.995 0.928 0.960 g = running 0.098 0.134 0.090 0.107 h = walking ------------------------------------------------------- 0.070 0.570 0.565 0.553 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.732 0.765 0.748 a = climbing down 0.087 0.589 0.425 0.494 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.088 0.602 0.828 0.697 d = lying 0.007 0.907 0.712 0.797 e = sitting 0.121 0.390 0.480 0.431 f = standing 0.071 0.675 0.901 0.772 g = running 0.025 0.811 0.637 0.713 h = walking ------------------------------------------------------- 0.054 0.588 0.593 0.582 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.955 0.725 0.824 a = climbing down 0.037 0.744 0.810 0.776 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.942 0.934 0.938 d = lying 0.047 0.736 0.907 0.813 e = sitting 0.035 0.795 0.802 0.799 f = standing 0.000 0.998 0.841 0.913 g = running 0.039 0.793 0.885 0.836 h = walking ------------------------------------------------------- 0.023 0.864 0.851 0.853 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.786 0.852 0.818 a = climbing down 0.011 0.836 0.470 0.601 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.048 0.716 0.613 0.661 d = lying 0.030 0.819 0.701 0.755 e = sitting 0.101 0.539 0.730 0.620 f = standing 0.006 0.972 0.998 0.985 g = running 0.053 0.774 0.963 0.858 h = walking ------------------------------------------------------- 0.039 0.784 0.770 0.766 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.831 0.708 0.765 a = climbing down 0.131 0.542 0.903 0.677 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.017 0.852 0.542 0.663 d = lying 0.068 0.647 0.866 0.740 e = sitting 0.077 0.560 0.585 0.572 f = standing 0.007 0.962 0.999 0.980 g = running 0.014 0.815 0.378 0.517 h = walking ------------------------------------------------------- 0.047 0.751 0.714 0.706 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.832 0.656 0.733 a = climbing down 0.149 0.481 0.916 0.631 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.004 0.977 0.906 0.940 d = lying 0.072 0.611 0.757 0.676 e = sitting 0.052 0.648 0.560 0.601 f = standing 0.006 0.966 0.999 0.982 g = running 0.004 0.939 0.356 0.517 h = walking ------------------------------------------------------- 0.041 0.792 0.736 0.732 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.916 0.453 0.606 a = climbing down 0.260 0.372 0.985 0.540 b = climbing up 0.000 1.000 0.674 0.805 c = jumping 0.007 0.961 0.853 0.904 d = lying 0.126 0.451 0.843 0.587 e = sitting 0.035 0.509 0.174 0.260 f = standing 0.009 0.952 1.000 0.975 g = running 0.004 0.491 0.024 0.045 h = walking ------------------------------------------------------- 0.059 0.676 0.613 0.566 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.251 0.197 0.890 0.322 a = climbing down 0.008 0.841 0.306 0.449 b = climbing up 0.002 0.919 0.810 0.861 c = jumping 0.016 0.917 0.929 0.923 d = lying 0.135 0.552 0.992 0.709 e = sitting 0.010 0.790 0.201 0.320 f = standing 0.017 0.910 0.997 0.952 g = running 0.015 0.120 0.010 0.018 h = walking ------------------------------------------------------- 0.046 0.649 0.591 0.545 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.174 0.377 0.927 0.536 a = climbing down 0.078 0.510 0.491 0.500 b = climbing up 0.000 1.000 0.708 0.829 c = jumping 0.113 0.564 0.725 0.634 d = lying 0.047 0.655 0.630 0.642 e = sitting 0.070 0.475 0.367 0.414 f = standing 0.005 0.971 0.949 0.960 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.061 0.569 0.600 0.564 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.936 0.828 0.879 a = climbing down 0.034 0.775 0.736 0.755 b = climbing up 0.000 1.000 0.796 0.886 c = jumping 0.015 0.678 0.171 0.273 d = lying 0.081 0.511 0.518 0.514 e = sitting 0.212 0.257 0.465 0.331 f = standing 0.007 0.961 1.000 0.980 g = running 0.045 0.780 0.886 0.830 h = walking ------------------------------------------------------- 0.056 0.703 0.655 0.650 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.050 0.757 0.973 0.851 a = climbing down 0.099 0.136 0.511 0.215 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.001 0.995 0.987 0.991 d = lying 0.009 0.955 0.914 0.934 e = sitting 0.020 0.907 0.951 0.929 f = standing 0.001 0.992 0.998 0.995 g = running 0.005 0.919 0.289 0.440 h = walking ------------------------------------------------------- 0.016 0.902 0.831 0.832 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.954 0.953 a = climbing down 0.027 0.830 0.855 0.843 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.026 0.862 0.985 0.920 d = lying 0.023 0.854 0.858 0.856 e = sitting 0.023 0.847 0.772 0.808 f = standing 0.001 0.996 0.941 0.968 g = running 0.019 0.895 0.879 0.887 h = walking ------------------------------------------------------- 0.017 0.895 0.893 0.893 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.713 0.701 0.707 a = climbing down 0.145 0.510 0.834 0.633 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.950 0.832 0.887 d = lying 0.086 0.534 0.841 0.653 e = sitting 0.042 0.640 0.580 0.608 f = standing 0.000 0.999 0.802 0.890 g = running 0.010 0.792 0.264 0.396 h = walking ------------------------------------------------------- 0.044 0.763 0.710 0.707 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.047 0.687 0.902 0.780 a = climbing down 0.016 0.850 0.638 0.729 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.061 0.664 0.816 0.732 d = lying 0.052 0.714 0.918 0.803 e = sitting 0.039 0.700 0.589 0.640 f = standing 0.001 0.994 0.795 0.883 g = running 0.052 0.699 0.704 0.702 h = walking ------------------------------------------------------- 0.034 0.786 0.767 0.767 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.043 0.732 0.918 0.814 a = climbing down 0.062 0.611 0.696 0.651 b = climbing up 0.001 0.912 0.934 0.923 c = jumping 0.020 0.895 0.938 0.916 d = lying 0.023 0.865 0.900 0.882 e = sitting 0.026 0.842 0.766 0.802 f = standing 0.002 0.991 0.991 0.991 g = running 0.022 0.791 0.523 0.630 h = walking ------------------------------------------------------- 0.026 0.831 0.827 0.824 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.016 0.554 0.157 0.245 a = climbing down 0.251 0.372 0.933 0.532 b = climbing up 0.000 0.977 0.977 0.977 c = jumping 0.004 0.971 0.764 0.855 d = lying 0.106 0.500 0.757 0.602 e = sitting 0.068 0.488 0.403 0.442 f = standing 0.001 0.994 0.965 0.979 g = running 0.018 0.180 0.023 0.040 h = walking ------------------------------------------------------- 0.062 0.607 0.598 0.559 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.048 0.667 0.910 0.770 a = climbing down 0.114 0.596 0.594 0.595 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.057 0.581 0.429 0.494 d = lying 0.035 0.713 0.888 0.791 e = sitting 0.137 0.422 0.638 0.508 f = standing 0.029 0.841 0.977 0.904 g = running 0.016 0.775 0.317 0.450 h = walking ------------------------------------------------------- 0.067 0.655 0.630 0.611 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.973 0.719 0.827 a = climbing down 0.086 0.622 0.974 0.759 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.004 0.973 0.978 0.975 d = lying 0.050 0.704 0.723 0.713 e = sitting 0.054 0.684 0.707 0.695 f = standing 0.001 0.997 0.941 0.968 g = running 0.014 0.877 0.610 0.719 h = walking ------------------------------------------------------- 0.029 0.841 0.817 0.819 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.809 0.864 0.836 a = climbing down 0.035 0.694 0.779 0.734 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.004 0.976 0.816 0.889 d = lying 0.035 0.635 0.308 0.415 e = sitting 0.150 0.492 0.892 0.634 f = standing 0.004 0.982 0.980 0.981 g = running 0.005 0.970 0.865 0.914 h = walking ------------------------------------------------------- 0.033 0.813 0.783 0.779 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.959 0.582 0.724 a = climbing down 0.086 0.550 0.690 0.612 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.005 0.971 0.859 0.912 d = lying 0.079 0.549 0.675 0.605 e = sitting 0.067 0.605 0.564 0.584 f = standing 0.003 0.983 0.995 0.989 g = running 0.060 0.664 0.718 0.690 h = walking ------------------------------------------------------- 0.042 0.764 0.738 0.743 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.039 0.710 0.828 0.764 a = climbing down 0.066 0.634 0.722 0.675 b = climbing up 0.000 0.982 0.886 0.932 c = jumping 0.001 0.996 0.990 0.993 d = lying 0.116 0.552 0.910 0.688 e = sitting 0.015 0.731 0.264 0.387 f = standing 0.004 0.980 0.998 0.989 g = running 0.012 0.915 0.701 0.794 h = walking ------------------------------------------------------- 0.033 0.805 0.780 0.769 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.918 0.598 0.724 a = climbing down 0.210 0.465 0.921 0.618 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.984 0.968 0.976 d = lying 0.107 0.503 0.857 0.634 e = sitting 0.019 0.610 0.192 0.292 f = standing 0.005 0.972 1.000 0.986 g = running 0.013 0.628 0.128 0.213 h = walking ------------------------------------------------------- 0.053 0.735 0.690 0.653 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.230 0.216 0.936 0.351 a = climbing down 0.031 0.631 0.337 0.440 b = climbing up 0.001 0.943 0.985 0.964 c = jumping 0.001 0.995 0.759 0.861 d = lying 0.063 0.716 0.860 0.781 e = sitting 0.069 0.582 0.609 0.595 f = standing 0.007 0.965 1.000 0.982 g = running 0.002 0.938 0.117 0.208 h = walking ------------------------------------------------------- 0.039 0.781 0.636 0.629 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.835 0.862 a = climbing down 0.044 0.750 0.863 0.802 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.029 0.851 0.972 0.907 d = lying 0.055 0.643 0.586 0.613 e = sitting 0.061 0.632 0.603 0.617 f = standing 0.000 0.999 0.989 0.994 g = running 0.013 0.919 0.842 0.879 h = walking ------------------------------------------------------- 0.030 0.816 0.817 0.815 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.703 0.799 a = climbing down 0.096 0.609 0.960 0.745 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.011 0.922 0.724 0.811 d = lying 0.065 0.567 0.468 0.513 e = sitting 0.135 0.377 0.528 0.440 f = standing 0.005 0.971 0.962 0.966 g = running 0.008 0.937 0.673 0.783 h = walking ------------------------------------------------------- 0.045 0.763 0.719 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.051 0.752 0.973 0.848 a = climbing down 0.025 0.350 0.441 0.390 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.011 0.955 0.957 0.956 d = lying 0.011 0.948 0.981 0.964 e = sitting 0.009 0.952 0.896 0.923 f = standing 0.004 0.968 1.000 0.984 g = running 0.006 0.963 0.703 0.813 h = walking ------------------------------------------------------- 0.015 0.912 0.898 0.899 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.002 0.983 0.927 0.954 a = climbing down 0.038 0.771 0.846 0.807 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.018 0.894 0.922 0.908 d = lying 0.038 0.782 0.906 0.840 e = sitting 0.019 0.876 0.789 0.830 f = standing 0.010 0.950 0.882 0.914 g = running 0.026 0.857 0.827 0.842 h = walking ------------------------------------------------------- 0.021 0.875 0.871 0.871 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.673 0.627 0.649 a = climbing down 0.114 0.594 0.934 0.727 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.022 0.859 0.823 0.841 d = lying 0.095 0.535 0.945 0.683 e = sitting 0.025 0.761 0.576 0.655 f = standing 0.000 0.999 0.745 0.853 g = running 0.008 0.880 0.406 0.556 h = walking ------------------------------------------------------- 0.041 0.782 0.729 0.728 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.049 0.686 0.911 0.782 a = climbing down 0.020 0.848 0.848 0.848 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.034 0.793 0.849 0.820 d = lying 0.086 0.597 0.938 0.730 e = sitting 0.032 0.767 0.724 0.745 f = standing 0.002 0.992 0.698 0.819 g = running 0.018 0.858 0.662 0.747 h = walking ------------------------------------------------------- 0.029 0.822 0.789 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.772 0.826 0.798 a = climbing down 0.126 0.456 0.746 0.566 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.046 0.787 0.880 0.831 d = lying 0.015 0.893 0.774 0.829 e = sitting 0.052 0.696 0.683 0.690 f = standing 0.001 0.997 0.997 0.997 g = running 0.020 0.645 0.235 0.344 h = walking ------------------------------------------------------- 0.039 0.763 0.747 0.737 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.004 0.953 0.627 0.756 a = climbing down 0.154 0.490 0.917 0.638 b = climbing up 0.000 1.000 0.922 0.959 c = jumping 0.029 0.799 0.705 0.749 d = lying 0.067 0.617 0.763 0.682 e = sitting 0.071 0.555 0.516 0.535 f = standing 0.008 0.962 0.954 0.958 g = running 0.030 0.623 0.279 0.385 h = walking ------------------------------------------------------- 0.051 0.720 0.687 0.679 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.034 0.752 0.926 0.830 a = climbing down 0.106 0.590 0.510 0.547 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.054 0.563 0.504 0.532 d = lying 0.033 0.715 0.792 0.751 e = sitting 0.119 0.506 0.742 0.602 f = standing 0.032 0.834 0.975 0.899 g = running 0.033 0.704 0.431 0.535 h = walking ------------------------------------------------------- 0.064 0.663 0.654 0.638 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.883 0.903 a = climbing down 0.025 0.819 0.855 0.836 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.005 0.973 0.979 0.976 d = lying 0.031 0.824 0.877 0.850 e = sitting 0.022 0.862 0.838 0.850 f = standing 0.000 0.998 0.957 0.977 g = running 0.018 0.890 0.896 0.893 h = walking ------------------------------------------------------- 0.015 0.906 0.904 0.905 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.051 0.627 0.984 0.765 a = climbing down 0.059 0.452 0.392 0.420 b = climbing up 0.006 0.000 0.000 0.000 c = jumping 0.212 0.420 0.789 0.549 d = lying 0.077 0.215 0.109 0.145 e = sitting 0.058 0.399 0.241 0.300 f = standing 0.029 0.862 0.925 0.893 g = running 0.050 0.669 0.528 0.590 h = walking ------------------------------------------------------- 0.068 0.456 0.496 0.458 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.889 0.736 0.805 a = climbing down 0.048 0.731 0.787 0.758 b = climbing up 0.000 0.993 0.912 0.951 c = jumping 0.002 0.987 0.649 0.783 d = lying 0.049 0.657 0.666 0.662 e = sitting 0.100 0.577 0.782 0.664 f = standing 0.003 0.983 0.990 0.987 g = running 0.037 0.790 0.851 0.819 h = walking ------------------------------------------------------- 0.035 0.810 0.785 0.788 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.069 0.604 0.805 0.690 a = climbing down 0.182 0.418 0.864 0.563 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.018 0.901 0.943 0.921 d = lying 0.135 0.497 0.883 0.636 e = sitting 0.006 0.708 0.081 0.145 f = standing 0.011 0.926 0.794 0.855 g = running 0.006 0.880 0.225 0.358 h = walking ------------------------------------------------------- 0.053 0.617 0.574 0.521 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.478 0.637 a = climbing down 0.155 0.494 0.933 0.646 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.994 0.861 0.922 d = lying 0.131 0.441 0.835 0.577 e = sitting 0.037 0.473 0.173 0.253 f = standing 0.023 0.890 1.000 0.942 g = running 0.019 0.783 0.418 0.545 h = walking ------------------------------------------------------- 0.049 0.729 0.680 0.660 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.065 0.407 0.658 0.503 a = climbing down 0.004 0.876 0.201 0.327 b = climbing up 0.001 0.973 0.879 0.924 c = jumping 0.009 0.953 0.982 0.967 d = lying 0.060 0.727 0.897 0.803 e = sitting 0.016 0.879 0.633 0.736 f = standing 0.058 0.747 0.995 0.853 g = running 0.039 0.833 0.929 0.879 h = walking ------------------------------------------------------- 0.033 0.812 0.782 0.760 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.799 0.843 a = climbing down 0.041 0.737 0.787 0.761 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.039 0.808 0.938 0.868 d = lying 0.059 0.654 0.792 0.717 e = sitting 0.032 0.766 0.527 0.625 f = standing 0.002 0.991 0.999 0.995 g = running 0.028 0.839 0.851 0.845 h = walking ------------------------------------------------------- 0.029 0.819 0.816 0.812 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.138 0.420 0.835 0.559 a = climbing down 0.085 0.632 0.862 0.729 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.019 0.899 0.992 0.943 d = lying 0.099 0.478 0.461 0.470 e = sitting 0.086 0.331 0.301 0.315 f = standing 0.009 0.881 0.403 0.553 g = running 0.012 0.853 0.411 0.554 h = walking ------------------------------------------------------- 0.060 0.662 0.611 0.602 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.127 0.493 0.910 0.640 a = climbing down 0.015 0.838 0.544 0.660 b = climbing up 0.013 0.629 0.976 0.765 c = jumping 0.136 0.536 0.970 0.690 d = lying 0.003 0.980 0.898 0.937 e = sitting 0.019 0.670 0.215 0.326 f = standing 0.004 0.979 0.918 0.947 g = running 0.020 0.819 0.506 0.625 h = walking ------------------------------------------------------- 0.043 0.763 0.707 0.691 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.065 0.518 0.533 0.525 a = climbing down 0.120 0.456 0.665 0.541 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.025 0.867 0.963 0.913 d = lying 0.066 0.670 0.826 0.740 e = sitting 0.007 0.909 0.483 0.631 f = standing 0.030 0.861 0.897 0.878 g = running 0.028 0.753 0.451 0.564 h = walking ------------------------------------------------------- 0.046 0.734 0.707 0.703 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.535 0.670 a = climbing down 0.139 0.561 0.972 0.711 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.002 0.986 0.855 0.916 d = lying 0.084 0.573 0.961 0.718 e = sitting 0.022 0.821 0.695 0.753 f = standing 0.002 0.991 0.756 0.857 g = running 0.014 0.852 0.565 0.679 h = walking ------------------------------------------------------- 0.037 0.828 0.765 0.768 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.173 0.400 0.950 0.563 a = climbing down 0.014 0.882 0.774 0.824 b = climbing up 0.000 1.000 0.709 0.829 c = jumping 0.019 0.867 0.753 0.806 d = lying 0.060 0.659 0.900 0.761 e = sitting 0.046 0.663 0.637 0.650 f = standing 0.008 0.972 0.892 0.930 g = running 0.018 0.268 0.037 0.064 h = walking ------------------------------------------------------- 0.040 0.706 0.703 0.675 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.845 0.876 0.860 a = climbing down 0.048 0.707 0.817 0.758 b = climbing up 0.000 0.994 0.952 0.972 c = jumping 0.044 0.771 0.869 0.817 d = lying 0.025 0.857 0.961 0.906 e = sitting 0.021 0.837 0.628 0.718 f = standing 0.002 0.991 0.993 0.992 g = running 0.019 0.872 0.742 0.802 h = walking ------------------------------------------------------- 0.025 0.848 0.843 0.841 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.145 0.468 0.908 0.617 a = climbing down 0.022 0.816 0.599 0.691 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.019 0.866 0.911 0.888 d = lying 0.041 0.758 0.843 0.798 e = sitting 0.031 0.791 0.677 0.729 f = standing 0.006 0.972 0.979 0.976 g = running 0.023 0.693 0.313 0.431 h = walking ------------------------------------------------------- 0.037 0.782 0.751 0.744 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.695 0.269 0.387 a = climbing down 0.268 0.326 0.418 0.366 b = climbing up 0.000 1.000 0.203 0.338 c = jumping 0.084 0.578 0.768 0.659 d = lying 0.012 0.894 0.945 0.919 e = sitting 0.055 0.698 0.741 0.719 f = standing 0.108 0.480 0.603 0.535 g = running 0.053 0.143 0.053 0.077 h = walking ------------------------------------------------------- 0.107 0.508 0.517 0.491 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.701 0.812 a = climbing down 0.052 0.697 0.875 0.776 b = climbing up 0.001 0.955 0.994 0.974 c = jumping 0.010 0.943 0.978 0.960 d = lying 0.050 0.778 0.954 0.857 e = sitting 0.013 0.890 0.828 0.858 f = standing 0.001 0.992 0.801 0.886 g = running 0.023 0.867 0.877 0.872 h = walking ------------------------------------------------------- 0.021 0.882 0.867 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.836 0.860 a = climbing down 0.025 0.776 0.728 0.751 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.011 0.870 0.438 0.582 d = lying 0.027 0.818 0.649 0.724 e = sitting 0.150 0.474 0.856 0.610 f = standing 0.011 0.943 0.981 0.961 g = running 0.026 0.866 0.893 0.879 h = walking ------------------------------------------------------- 0.036 0.813 0.772 0.773 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.815 0.663 0.731 a = climbing down 0.025 0.779 0.503 0.611 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.003 0.952 0.331 0.492 d = lying 0.050 0.760 0.907 0.827 e = sitting 0.096 0.508 0.775 0.614 f = standing 0.003 0.985 0.936 0.960 g = running 0.109 0.630 0.952 0.758 h = walking ------------------------------------------------------- 0.043 0.785 0.738 0.726 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.037 0.704 0.686 0.695 a = climbing down 0.116 0.541 0.914 0.680 b = climbing up 0.001 0.976 0.880 0.925 c = jumping 0.012 0.933 0.966 0.949 d = lying 0.080 0.674 0.955 0.790 e = sitting 0.010 0.879 0.459 0.603 f = standing 0.006 0.964 0.997 0.980 g = running 0.009 0.881 0.364 0.515 h = walking ------------------------------------------------------- 0.037 0.808 0.766 0.751 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.857 0.708 0.775 a = climbing down 0.113 0.526 0.801 0.635 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 1.000 0.885 0.939 d = lying 0.116 0.616 0.948 0.747 e = sitting 0.023 0.679 0.285 0.401 f = standing 0.005 0.973 0.997 0.985 g = running 0.030 0.764 0.534 0.629 h = walking ------------------------------------------------------- 0.044 0.773 0.746 0.734 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.122 0.213 0.479 0.295 a = climbing down 0.118 0.325 0.389 0.354 b = climbing up 0.000 1.000 0.700 0.824 c = jumping 0.001 0.995 0.945 0.969 d = lying 0.103 0.637 0.973 0.770 e = sitting 0.008 0.900 0.441 0.592 f = standing 0.077 0.709 0.993 0.827 g = running 0.000 0.885 0.018 0.035 h = walking ------------------------------------------------------- 0.053 0.725 0.623 0.580 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.807 0.813 0.810 a = climbing down 0.118 0.514 0.820 0.632 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.015 0.916 0.943 0.929 d = lying 0.031 0.794 0.724 0.757 e = sitting 0.045 0.729 0.787 0.757 f = standing 0.004 0.975 0.945 0.960 g = running 0.010 0.890 0.449 0.597 h = walking ------------------------------------------------------- 0.034 0.814 0.784 0.783 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.217 0.315 0.808 0.453 a = climbing down 0.113 0.519 0.703 0.597 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.014 0.925 0.975 0.949 d = lying 0.052 0.357 0.240 0.287 e = sitting 0.089 0.540 0.535 0.538 f = standing 0.043 0.597 0.358 0.448 g = running 0.001 0.920 0.087 0.159 h = walking ------------------------------------------------------- 0.069 0.625 0.540 0.511 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.255 0.338 0.963 0.501 a = climbing down 0.005 0.918 0.397 0.554 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.037 0.688 0.509 0.585 d = lying 0.012 0.928 0.990 0.958 e = sitting 0.080 0.624 0.726 0.671 f = standing 0.002 0.991 0.998 0.995 g = running 0.002 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.049 0.686 0.696 0.657 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.058 0.670 0.906 0.770 a = climbing down 0.134 0.491 0.845 0.621 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.016 0.904 0.928 0.916 d = lying 0.024 0.869 0.984 0.923 e = sitting 0.013 0.907 0.918 0.912 f = standing 0.000 0.998 0.804 0.891 g = running 0.007 0.822 0.162 0.271 h = walking ------------------------------------------------------- 0.033 0.823 0.780 0.756 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.728 0.520 0.607 a = climbing down 0.094 0.642 0.924 0.758 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.003 0.976 0.895 0.934 d = lying 0.110 0.509 0.982 0.671 e = sitting 0.012 0.886 0.675 0.766 f = standing 0.001 0.996 0.643 0.782 g = running 0.032 0.759 0.687 0.721 h = walking ------------------------------------------------------- 0.036 0.807 0.753 0.756 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.151 0.424 0.946 0.586 a = climbing down 0.013 0.894 0.731 0.804 b = climbing up 0.000 1.000 0.306 0.469 c = jumping 0.032 0.771 0.710 0.739 d = lying 0.057 0.692 0.943 0.798 e = sitting 0.044 0.690 0.649 0.669 f = standing 0.020 0.926 0.867 0.895 g = running 0.017 0.649 0.184 0.287 h = walking ------------------------------------------------------- 0.041 0.751 0.708 0.693 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.049 0.683 0.733 0.707 a = climbing down 0.172 0.387 0.755 0.512 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.024 0.849 0.739 0.790 d = lying 0.010 0.912 0.737 0.815 e = sitting 0.084 0.622 0.819 0.707 f = standing 0.002 0.988 0.990 0.989 g = running 0.008 0.751 0.123 0.212 h = walking ------------------------------------------------------- 0.044 0.649 0.612 0.591 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.189 0.401 0.895 0.554 a = climbing down 0.036 0.713 0.544 0.617 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.025 0.812 0.788 0.799 d = lying 0.033 0.788 0.802 0.795 e = sitting 0.051 0.711 0.719 0.715 f = standing 0.016 0.925 0.964 0.944 g = running 0.010 0.368 0.037 0.067 h = walking ------------------------------------------------------- 0.048 0.690 0.687 0.656 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.037 0.456 0.339 0.389 a = climbing down 0.193 0.479 0.576 0.523 b = climbing up 0.000 1.000 0.136 0.239 c = jumping 0.064 0.640 0.744 0.688 d = lying 0.041 0.671 0.807 0.733 e = sitting 0.083 0.581 0.665 0.620 f = standing 0.041 0.543 0.293 0.381 g = running 0.101 0.381 0.368 0.374 h = walking ------------------------------------------------------- 0.093 0.537 0.534 0.520 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.709 0.790 a = climbing down 0.006 0.893 0.394 0.547 b = climbing up 0.001 0.969 0.897 0.932 c = jumping 0.038 0.810 0.986 0.889 d = lying 0.052 0.679 0.783 0.727 e = sitting 0.047 0.745 0.735 0.740 f = standing 0.003 0.984 0.707 0.823 g = running 0.112 0.592 0.984 0.739 h = walking ------------------------------------------------------- 0.038 0.807 0.768 0.762 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.007 0.928 0.757 0.834 a = climbing down 0.053 0.668 0.894 0.765 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.016 0.858 0.542 0.664 d = lying 0.038 0.791 0.772 0.781 e = sitting 0.101 0.576 0.817 0.676 f = standing 0.007 0.966 0.998 0.981 g = running 0.014 0.911 0.784 0.843 h = walking ------------------------------------------------------- 0.033 0.822 0.796 0.797 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.024 0.768 0.644 0.700 a = climbing down 0.040 0.749 0.671 0.708 b = climbing up 0.000 0.987 0.929 0.957 c = jumping 0.011 0.889 0.527 0.662 d = lying 0.059 0.691 0.856 0.764 e = sitting 0.082 0.565 0.669 0.613 f = standing 0.002 0.987 0.943 0.965 g = running 0.077 0.673 0.852 0.752 h = walking ------------------------------------------------------- 0.042 0.766 0.746 0.745 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.126 0.475 0.873 0.616 a = climbing down 0.096 0.556 0.763 0.643 b = climbing up 0.000 1.000 0.324 0.489 c = jumping 0.005 0.973 0.957 0.965 d = lying 0.108 0.533 0.831 0.650 e = sitting 0.022 0.706 0.311 0.432 f = standing 0.035 0.837 1.000 0.912 g = running 0.000 0.929 0.011 0.021 h = walking ------------------------------------------------------- 0.051 0.737 0.660 0.600 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.944 0.460 0.618 a = climbing down 0.161 0.442 0.901 0.593 b = climbing up 0.001 0.966 0.935 0.950 c = jumping 0.008 0.947 0.814 0.876 d = lying 0.145 0.538 0.827 0.652 e = sitting 0.061 0.401 0.217 0.281 f = standing 0.002 0.989 0.991 0.990 g = running 0.026 0.681 0.315 0.431 h = walking ------------------------------------------------------- 0.060 0.695 0.653 0.636 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.104 0.368 0.810 0.506 a = climbing down 0.004 0.913 0.288 0.437 b = climbing up 0.000 0.994 0.935 0.963 c = jumping 0.008 0.958 0.934 0.946 d = lying 0.130 0.555 0.983 0.710 e = sitting 0.010 0.842 0.274 0.414 f = standing 0.110 0.624 0.992 0.766 g = running 0.021 0.785 0.385 0.517 h = walking ------------------------------------------------------- 0.050 0.756 0.663 0.634 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.048 0.696 0.801 0.745 a = climbing down 0.090 0.583 0.754 0.658 b = climbing up 0.004 0.831 0.913 0.870 c = jumping 0.034 0.835 0.938 0.883 d = lying 0.024 0.734 0.473 0.575 e = sitting 0.071 0.620 0.724 0.668 f = standing 0.003 0.981 0.963 0.972 g = running 0.021 0.810 0.502 0.620 h = walking ------------------------------------------------------- 0.040 0.758 0.746 0.740 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.761 0.783 0.772 a = climbing down 0.018 0.873 0.728 0.794 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.005 0.969 0.960 0.965 d = lying 0.153 0.348 0.526 0.419 e = sitting 0.078 0.275 0.157 0.200 f = standing 0.002 0.986 0.872 0.925 g = running 0.051 0.766 0.974 0.858 h = walking ------------------------------------------------------- 0.047 0.713 0.711 0.704 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.071 0.647 0.939 0.766 a = climbing down 0.148 0.418 0.755 0.538 b = climbing up 0.004 0.820 0.851 0.835 c = jumping 0.004 0.978 0.965 0.972 d = lying 0.065 0.659 0.758 0.705 e = sitting 0.045 0.681 0.586 0.630 f = standing 0.005 0.975 0.975 0.975 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.043 0.647 0.729 0.678 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.896 0.917 0.906 a = climbing down 0.047 0.731 0.821 0.774 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.008 0.956 0.982 0.969 d = lying 0.012 0.912 0.771 0.836 e = sitting 0.032 0.791 0.886 0.836 f = standing 0.007 0.967 0.969 0.968 g = running 0.022 0.870 0.783 0.824 h = walking ------------------------------------------------------- 0.019 0.883 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.859 0.723 0.785 a = climbing down 0.166 0.508 0.954 0.663 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.006 0.958 0.873 0.914 d = lying 0.133 0.409 0.799 0.541 e = sitting 0.038 0.570 0.388 0.462 f = standing 0.001 0.995 0.714 0.831 g = running 0.006 0.791 0.163 0.271 h = walking ------------------------------------------------------- 0.048 0.763 0.679 0.670 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.083 0.542 0.853 0.663 a = climbing down 0.037 0.721 0.690 0.705 b = climbing up 0.000 1.000 0.281 0.439 c = jumping 0.056 0.683 0.817 0.744 d = lying 0.070 0.655 0.941 0.773 e = sitting 0.036 0.696 0.541 0.609 f = standing 0.016 0.935 0.760 0.839 g = running 0.041 0.638 0.428 0.513 h = walking ------------------------------------------------------- 0.043 0.728 0.705 0.699 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.801 0.812 0.807 a = climbing down 0.062 0.656 0.877 0.751 b = climbing up 0.000 0.977 0.940 0.958 c = jumping 0.010 0.944 0.946 0.945 d = lying 0.018 0.885 0.864 0.875 e = sitting 0.030 0.831 0.840 0.835 f = standing 0.002 0.992 0.998 0.995 g = running 0.014 0.897 0.664 0.763 h = walking ------------------------------------------------------- 0.021 0.870 0.860 0.860 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.009 0.906 0.616 0.733 a = climbing down 0.024 0.650 0.285 0.396 b = climbing up 0.021 0.491 0.977 0.654 c = jumping 0.012 0.909 0.928 0.919 d = lying 0.059 0.671 0.627 0.648 e = sitting 0.076 0.555 0.598 0.575 f = standing 0.004 0.978 0.839 0.903 g = running 0.146 0.503 0.930 0.653 h = walking ------------------------------------------------------- 0.047 0.735 0.696 0.691 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.838 0.844 0.841 a = climbing down 0.140 0.581 0.632 0.605 b = climbing up 0.000 1.000 0.141 0.248 c = jumping 0.037 0.733 0.670 0.700 d = lying 0.033 0.722 0.825 0.770 e = sitting 0.103 0.556 0.750 0.638 f = standing 0.039 0.804 0.972 0.880 g = running 0.014 0.802 0.325 0.463 h = walking ------------------------------------------------------- 0.065 0.705 0.684 0.669 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.716 0.823 a = climbing down 0.034 0.785 0.902 0.839 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.122 0.523 0.788 0.628 e = sitting 0.044 0.657 0.472 0.549 f = standing 0.000 0.998 0.785 0.879 g = running 0.023 0.869 0.931 0.899 h = walking ------------------------------------------------------- 0.033 0.823 0.798 0.799 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.002 0.973 0.644 0.775 a = climbing down 0.144 0.402 0.986 0.571 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.002 0.984 0.806 0.886 d = lying 0.058 0.433 0.242 0.310 e = sitting 0.164 0.475 0.753 0.583 f = standing 0.013 0.937 0.982 0.959 g = running 0.000 0.998 0.352 0.521 h = walking ------------------------------------------------------- 0.051 0.756 0.668 0.663 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.796 0.686 0.737 a = climbing down 0.027 0.695 0.420 0.524 b = climbing up 0.000 1.000 0.736 0.848 c = jumping 0.003 0.982 0.930 0.956 d = lying 0.090 0.608 0.746 0.670 e = sitting 0.053 0.605 0.487 0.540 f = standing 0.007 0.957 0.919 0.937 g = running 0.108 0.599 0.898 0.719 h = walking ------------------------------------------------------- 0.045 0.751 0.736 0.732 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.782 0.669 0.721 a = climbing down 0.109 0.568 0.918 0.702 b = climbing up 0.001 0.967 0.967 0.967 c = jumping 0.000 0.997 0.991 0.994 d = lying 0.105 0.631 0.900 0.742 e = sitting 0.019 0.727 0.330 0.454 f = standing 0.001 0.994 0.997 0.995 g = running 0.009 0.913 0.513 0.657 h = walking ------------------------------------------------------- 0.038 0.808 0.774 0.763 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.835 0.612 0.706 a = climbing down 0.164 0.479 0.841 0.611 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.002 0.989 0.979 0.984 d = lying 0.110 0.579 0.834 0.684 e = sitting 0.016 0.404 0.076 0.127 f = standing 0.034 0.834 0.998 0.909 g = running 0.024 0.727 0.342 0.465 h = walking ------------------------------------------------------- 0.054 0.698 0.691 0.656 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.051 0.539 0.885 0.670 a = climbing down 0.196 0.319 0.585 0.413 b = climbing up 0.003 0.856 0.970 0.910 c = jumping 0.002 0.991 0.950 0.970 d = lying 0.091 0.612 0.785 0.688 e = sitting 0.040 0.616 0.415 0.496 f = standing 0.024 0.886 0.980 0.930 g = running 0.004 0.463 0.015 0.029 h = walking ------------------------------------------------------- 0.054 0.653 0.644 0.599 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.824 0.824 0.824 a = climbing down 0.066 0.646 0.804 0.716 b = climbing up 0.000 1.000 0.893 0.944 c = jumping 0.013 0.926 0.990 0.957 d = lying 0.065 0.604 0.595 0.599 e = sitting 0.061 0.613 0.599 0.606 f = standing 0.003 0.983 0.988 0.985 g = running 0.015 0.890 0.686 0.774 h = walking ------------------------------------------------------- 0.034 0.793 0.787 0.787 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.067 0.553 0.712 0.623 a = climbing down 0.051 0.746 0.908 0.819 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.004 0.977 0.983 0.980 d = lying 0.092 0.467 0.460 0.463 e = sitting 0.094 0.479 0.468 0.473 f = standing 0.008 0.929 0.595 0.726 g = running 0.019 0.885 0.859 0.872 h = walking ------------------------------------------------------- 0.047 0.727 0.713 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.148 0.472 0.971 0.635 a = climbing down 0.030 0.767 0.744 0.755 b = climbing up 0.004 0.847 0.982 0.910 c = jumping 0.025 0.833 0.778 0.805 d = lying 0.030 0.840 0.973 0.902 e = sitting 0.035 0.788 0.714 0.749 f = standing 0.002 0.991 0.973 0.982 g = running 0.006 0.849 0.173 0.288 h = walking ------------------------------------------------------- 0.036 0.803 0.756 0.734 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.919 0.958 0.938 a = climbing down 0.040 0.775 0.881 0.825 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.008 0.950 0.964 0.957 d = lying 0.032 0.820 0.954 0.882 e = sitting 0.020 0.862 0.911 0.886 f = standing 0.002 0.990 0.810 0.891 g = running 0.012 0.925 0.798 0.856 h = walking ------------------------------------------------------- 0.017 0.899 0.892 0.892 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.701 0.639 0.669 a = climbing down 0.162 0.517 0.970 0.675 b = climbing up 0.000 0.993 0.973 0.983 c = jumping 0.010 0.927 0.884 0.905 d = lying 0.128 0.449 0.912 0.602 e = sitting 0.036 0.676 0.538 0.599 f = standing 0.001 0.996 0.582 0.734 g = running 0.004 0.797 0.118 0.206 h = walking ------------------------------------------------------- 0.050 0.753 0.665 0.646 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.568 0.846 0.680 a = climbing down 0.051 0.638 0.683 0.659 b = climbing up 0.000 1.000 0.178 0.302 c = jumping 0.016 0.870 0.697 0.774 d = lying 0.142 0.494 0.941 0.648 e = sitting 0.045 0.705 0.737 0.721 f = standing 0.018 0.904 0.554 0.687 g = running 0.036 0.670 0.449 0.538 h = walking ------------------------------------------------------- 0.049 0.725 0.668 0.665 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.629 0.797 0.703 a = climbing down 0.095 0.507 0.728 0.598 b = climbing up 0.000 0.981 0.946 0.963 c = jumping 0.023 0.871 0.955 0.911 d = lying 0.016 0.875 0.729 0.795 e = sitting 0.048 0.770 0.817 0.792 f = standing 0.001 0.993 0.977 0.985 g = running 0.021 0.762 0.362 0.491 h = walking ------------------------------------------------------- 0.035 0.789 0.770 0.764 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.091 0.525 0.743 0.615 a = climbing down 0.032 0.763 0.665 0.711 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.011 0.905 0.794 0.845 d = lying 0.038 0.757 0.648 0.699 e = sitting 0.088 0.595 0.773 0.673 f = standing 0.004 0.978 0.937 0.957 g = running 0.024 0.808 0.641 0.715 h = walking ------------------------------------------------------- 0.039 0.775 0.750 0.755 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.062 0.593 0.966 0.735 a = climbing down 0.071 0.713 0.563 0.629 b = climbing up 0.000 1.000 0.138 0.242 c = jumping 0.058 0.655 0.791 0.717 d = lying 0.034 0.670 0.661 0.665 e = sitting 0.085 0.557 0.611 0.583 f = standing 0.035 0.811 0.907 0.856 g = running 0.038 0.695 0.499 0.581 h = walking ------------------------------------------------------- 0.056 0.686 0.673 0.663 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.905 0.862 0.883 a = climbing down 0.035 0.761 0.881 0.816 b = climbing up 0.001 0.962 0.989 0.975 c = jumping 0.008 0.954 0.987 0.970 d = lying 0.073 0.660 0.812 0.728 e = sitting 0.038 0.769 0.732 0.750 f = standing 0.000 0.998 0.800 0.888 g = running 0.015 0.902 0.837 0.868 h = walking ------------------------------------------------------- 0.025 0.856 0.843 0.846 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.848 0.816 0.832 a = climbing down 0.071 0.585 0.860 0.696 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.030 0.794 0.677 0.731 d = lying 0.051 0.441 0.225 0.298 e = sitting 0.166 0.459 0.732 0.564 f = standing 0.018 0.910 0.980 0.944 g = running 0.010 0.911 0.579 0.708 h = walking ------------------------------------------------------- 0.052 0.711 0.689 0.681 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.890 0.660 0.758 a = climbing down 0.037 0.735 0.579 0.648 b = climbing up 0.000 1.000 0.773 0.872 c = jumping 0.000 1.000 0.616 0.762 d = lying 0.062 0.675 0.861 0.757 e = sitting 0.075 0.592 0.660 0.624 f = standing 0.008 0.954 0.995 0.974 g = running 0.093 0.649 0.897 0.753 h = walking ------------------------------------------------------- 0.041 0.785 0.757 0.756 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.749 0.839 a = climbing down 0.055 0.716 0.901 0.798 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.003 0.983 0.990 0.986 d = lying 0.117 0.570 0.931 0.707 e = sitting 0.011 0.800 0.273 0.407 f = standing 0.002 0.990 0.999 0.995 g = running 0.020 0.883 0.831 0.856 h = walking ------------------------------------------------------- 0.030 0.846 0.818 0.804 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.964 0.624 0.757 a = climbing down 0.119 0.534 0.923 0.676 b = climbing up 0.001 0.939 0.989 0.964 c = jumping 0.001 0.996 0.937 0.966 d = lying 0.151 0.544 0.929 0.686 e = sitting 0.019 0.567 0.142 0.227 f = standing 0.003 0.982 0.990 0.986 g = running 0.018 0.846 0.529 0.651 h = walking ------------------------------------------------------- 0.046 0.769 0.732 0.707 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.090 0.396 0.827 0.536 a = climbing down 0.095 0.379 0.393 0.386 b = climbing up 0.000 1.000 0.824 0.904 c = jumping 0.002 0.987 0.982 0.984 d = lying 0.099 0.648 0.963 0.775 e = sitting 0.006 0.932 0.456 0.612 f = standing 0.023 0.886 0.990 0.935 g = running 0.007 0.920 0.411 0.568 h = walking ------------------------------------------------------- 0.040 0.781 0.717 0.710 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.813 0.843 a = climbing down 0.039 0.749 0.795 0.771 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.006 0.966 0.961 0.964 d = lying 0.036 0.738 0.708 0.722 e = sitting 0.045 0.734 0.767 0.750 f = standing 0.003 0.986 0.992 0.989 g = running 0.026 0.860 0.871 0.865 h = walking ------------------------------------------------------- 0.023 0.854 0.853 0.853 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.084 0.571 0.863 0.687 a = climbing down 0.136 0.562 0.964 0.710 b = climbing up 0.005 0.715 0.667 0.690 c = jumping 0.014 0.925 0.933 0.929 d = lying 0.091 0.215 0.198 0.206 e = sitting 0.104 0.318 0.317 0.317 f = standing 0.009 0.931 0.637 0.756 g = running 0.001 0.977 0.290 0.447 h = walking ------------------------------------------------------- 0.058 0.674 0.615 0.599 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.046 0.732 0.936 0.822 a = climbing down 0.053 0.679 0.825 0.745 b = climbing up 0.002 0.900 0.982 0.939 c = jumping 0.152 0.539 0.977 0.695 d = lying 0.001 0.991 0.984 0.988 e = sitting 0.006 0.797 0.135 0.231 f = standing 0.003 0.986 0.985 0.985 g = running 0.018 0.836 0.504 0.629 h = walking ------------------------------------------------------- 0.039 0.799 0.759 0.726 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.872 0.910 0.891 a = climbing down 0.071 0.656 0.929 0.769 b = climbing up 0.001 0.972 1.000 0.986 c = jumping 0.012 0.928 0.971 0.949 d = lying 0.030 0.837 0.984 0.904 e = sitting 0.005 0.969 0.908 0.938 f = standing 0.001 0.994 0.856 0.920 g = running 0.007 0.937 0.593 0.726 h = walking ------------------------------------------------------- 0.019 0.894 0.875 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.455 0.310 0.369 a = climbing down 0.127 0.522 0.797 0.631 b = climbing up 0.000 0.991 0.713 0.829 c = jumping 0.046 0.759 0.899 0.823 d = lying 0.073 0.653 0.989 0.786 e = sitting 0.010 0.880 0.509 0.645 f = standing 0.002 0.987 0.503 0.666 g = running 0.072 0.594 0.719 0.650 h = walking ------------------------------------------------------- 0.052 0.712 0.666 0.656 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.170 0.406 0.938 0.567 a = climbing down 0.012 0.896 0.734 0.807 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.022 0.852 0.819 0.835 d = lying 0.055 0.691 0.956 0.802 e = sitting 0.026 0.792 0.706 0.747 f = standing 0.007 0.973 0.872 0.920 g = running 0.028 0.200 0.040 0.066 h = walking ------------------------------------------------------- 0.038 0.714 0.718 0.692 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.789 0.851 0.819 a = climbing down 0.062 0.622 0.716 0.666 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.088 0.647 0.853 0.736 d = lying 0.017 0.891 0.971 0.929 e = sitting 0.023 0.753 0.419 0.538 f = standing 0.001 0.993 0.987 0.990 g = running 0.032 0.794 0.664 0.723 h = walking ------------------------------------------------------- 0.032 0.686 0.683 0.675 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.082 0.592 0.879 0.708 a = climbing down 0.047 0.722 0.796 0.757 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.032 0.819 0.814 0.817 d = lying 0.017 0.874 0.805 0.838 e = sitting 0.058 0.679 0.731 0.704 f = standing 0.003 0.983 0.984 0.984 g = running 0.007 0.913 0.456 0.608 h = walking ------------------------------------------------------- 0.033 0.810 0.787 0.784 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.091 0.526 0.956 0.679 a = climbing down 0.037 0.841 0.638 0.725 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.037 0.595 0.369 0.455 d = lying 0.020 0.831 0.965 0.893 e = sitting 0.150 0.462 0.769 0.577 f = standing 0.028 0.834 0.858 0.846 g = running 0.010 0.895 0.486 0.630 h = walking ------------------------------------------------------- 0.047 0.623 0.630 0.601 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.795 0.723 0.757 a = climbing down 0.054 0.682 0.842 0.754 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.036 0.834 0.983 0.902 d = lying 0.045 0.763 0.966 0.852 e = sitting 0.010 0.900 0.699 0.787 f = standing 0.002 0.987 0.807 0.888 g = running 0.027 0.827 0.722 0.771 h = walking ------------------------------------------------------- 0.027 0.841 0.827 0.827 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.008 0.916 0.693 0.789 a = climbing down 0.040 0.694 0.748 0.720 b = climbing up 0.001 0.957 0.713 0.818 c = jumping 0.008 0.940 0.690 0.796 d = lying 0.012 0.897 0.573 0.699 e = sitting 0.127 0.536 0.922 0.678 f = standing 0.014 0.933 0.997 0.964 g = running 0.039 0.803 0.860 0.830 h = walking ------------------------------------------------------- 0.034 0.826 0.786 0.788 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.862 0.649 0.740 a = climbing down 0.046 0.770 0.878 0.821 b = climbing up 0.000 1.000 0.846 0.917 c = jumping 0.014 0.780 0.305 0.438 d = lying 0.022 0.875 0.934 0.903 e = sitting 0.110 0.482 0.796 0.600 f = standing 0.005 0.973 0.981 0.977 g = running 0.041 0.805 0.862 0.833 h = walking ------------------------------------------------------- 0.033 0.806 0.782 0.772 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.830 0.724 0.773 a = climbing down 0.097 0.600 0.948 0.735 b = climbing up 0.000 1.000 0.807 0.893 c = jumping 0.011 0.931 0.841 0.884 d = lying 0.047 0.731 0.864 0.792 e = sitting 0.046 0.708 0.662 0.684 f = standing 0.006 0.968 0.998 0.983 g = running 0.007 0.937 0.553 0.695 h = walking ------------------------------------------------------- 0.031 0.825 0.798 0.797 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.933 0.492 0.645 a = climbing down 0.224 0.390 0.986 0.559 b = climbing up 0.000 0.976 0.652 0.782 c = jumping 0.007 0.957 0.851 0.901 d = lying 0.075 0.699 0.877 0.778 e = sitting 0.046 0.660 0.533 0.590 f = standing 0.012 0.934 0.997 0.964 g = running 0.001 0.625 0.008 0.016 h = walking ------------------------------------------------------- 0.051 0.744 0.682 0.641 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.061 0.445 0.687 0.540 a = climbing down 0.005 0.921 0.368 0.526 b = climbing up 0.000 0.989 0.560 0.715 c = jumping 0.027 0.860 0.872 0.866 d = lying 0.036 0.821 0.990 0.898 e = sitting 0.012 0.910 0.710 0.798 f = standing 0.052 0.783 0.999 0.878 g = running 0.021 0.906 0.947 0.926 h = walking ------------------------------------------------------- 0.028 0.841 0.814 0.805 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.666 0.716 a = climbing down 0.202 0.414 0.916 0.570 b = climbing up 0.000 0.994 0.963 0.978 c = jumping 0.030 0.847 0.943 0.892 d = lying 0.017 0.785 0.434 0.559 e = sitting 0.086 0.588 0.774 0.668 f = standing 0.007 0.960 0.958 0.959 g = running 0.003 0.486 0.014 0.027 h = walking ------------------------------------------------------- 0.051 0.702 0.678 0.634 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.073 0.602 0.886 0.716 a = climbing down 0.076 0.653 0.822 0.728 b = climbing up 0.004 0.790 0.796 0.793 c = jumping 0.010 0.931 0.729 0.818 d = lying 0.102 0.384 0.390 0.387 e = sitting 0.136 0.232 0.280 0.254 f = standing 0.012 0.933 0.962 0.947 g = running 0.007 0.905 0.361 0.516 h = walking ------------------------------------------------------- 0.055 0.681 0.636 0.634 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.065 0.665 0.956 0.785 a = climbing down 0.049 0.698 0.831 0.759 b = climbing up 0.005 0.798 0.981 0.880 c = jumping 0.006 0.969 0.992 0.980 d = lying 0.003 0.982 0.930 0.955 e = sitting 0.012 0.924 0.947 0.935 f = standing 0.000 0.999 0.966 0.982 g = running 0.006 0.940 0.482 0.637 h = walking ------------------------------------------------------- 0.018 0.892 0.871 0.866 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.961 0.918 0.939 a = climbing down 0.038 0.783 0.924 0.848 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.006 0.961 0.985 0.973 d = lying 0.028 0.842 0.949 0.893 e = sitting 0.009 0.943 0.887 0.914 f = standing 0.000 0.998 0.916 0.955 g = running 0.011 0.930 0.831 0.878 h = walking ------------------------------------------------------- 0.013 0.922 0.916 0.917 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.015 0.864 0.648 0.740 a = climbing down 0.160 0.517 0.969 0.675 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.004 0.969 0.729 0.832 d = lying 0.047 0.753 0.967 0.847 e = sitting 0.040 0.699 0.740 0.719 f = standing 0.001 0.994 0.878 0.932 g = running 0.011 0.781 0.268 0.399 h = walking ------------------------------------------------------- 0.039 0.811 0.760 0.752 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.155 0.421 0.947 0.583 a = climbing down 0.013 0.887 0.700 0.782 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.045 0.735 0.826 0.778 d = lying 0.052 0.696 0.915 0.791 e = sitting 0.037 0.685 0.562 0.618 f = standing 0.002 0.994 0.854 0.918 g = running 0.037 0.312 0.095 0.146 h = walking ------------------------------------------------------- 0.041 0.710 0.700 0.680 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.805 0.885 0.843 a = climbing down 0.088 0.550 0.784 0.647 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.049 0.775 0.951 0.854 d = lying 0.020 0.888 0.971 0.928 e = sitting 0.010 0.917 0.609 0.732 f = standing 0.002 0.991 1.000 0.995 g = running 0.024 0.774 0.464 0.580 h = walking ------------------------------------------------------- 0.029 0.826 0.810 0.803 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.020 0.828 0.695 0.756 a = climbing down 0.047 0.706 0.721 0.714 b = climbing up 0.001 0.947 0.842 0.892 c = jumping 0.005 0.967 0.855 0.907 d = lying 0.048 0.720 0.839 0.775 e = sitting 0.044 0.707 0.678 0.692 f = standing 0.004 0.979 0.969 0.974 g = running 0.050 0.740 0.856 0.794 h = walking ------------------------------------------------------- 0.029 0.818 0.811 0.812 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.048 0.670 0.919 0.775 a = climbing down 0.090 0.588 0.424 0.493 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.077 0.520 0.572 0.545 d = lying 0.040 0.717 0.992 0.833 e = sitting 0.089 0.521 0.580 0.549 f = standing 0.044 0.782 0.966 0.864 g = running 0.037 0.685 0.466 0.554 h = walking ------------------------------------------------------- 0.053 0.560 0.615 0.577 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.928 0.568 0.704 a = climbing down 0.040 0.715 0.718 0.717 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.003 0.981 0.991 0.986 d = lying 0.038 0.802 0.840 0.821 e = sitting 0.044 0.725 0.904 0.805 f = standing 0.005 0.976 0.792 0.874 g = running 0.054 0.762 0.983 0.859 h = walking ------------------------------------------------------- 0.026 0.853 0.837 0.835 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.908 0.913 a = climbing down 0.014 0.828 0.688 0.751 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.990 0.816 0.894 d = lying 0.021 0.853 0.628 0.723 e = sitting 0.097 0.599 0.902 0.720 f = standing 0.004 0.978 0.991 0.984 g = running 0.028 0.866 0.942 0.903 h = walking ------------------------------------------------------- 0.025 0.869 0.848 0.850 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.829 0.683 0.749 a = climbing down 0.042 0.742 0.776 0.759 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.004 0.972 0.910 0.940 d = lying 0.033 0.833 0.913 0.871 e = sitting 0.022 0.821 0.770 0.795 f = standing 0.003 0.984 0.927 0.955 g = running 0.053 0.766 0.890 0.824 h = walking ------------------------------------------------------- 0.025 0.855 0.850 0.850 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.747 0.840 0.791 a = climbing down 0.055 0.702 0.829 0.760 b = climbing up 0.000 0.992 0.976 0.984 c = jumping 0.001 0.994 0.991 0.993 d = lying 0.068 0.712 0.937 0.809 e = sitting 0.012 0.884 0.575 0.696 f = standing 0.001 0.993 0.999 0.996 g = running 0.010 0.927 0.700 0.798 h = walking ------------------------------------------------------- 0.025 0.861 0.845 0.843 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.934 0.650 0.767 a = climbing down 0.160 0.492 0.943 0.647 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.002 0.988 0.981 0.985 d = lying 0.094 0.656 0.974 0.784 e = sitting 0.005 0.905 0.321 0.474 f = standing 0.003 0.984 0.998 0.991 g = running 0.015 0.806 0.329 0.467 h = walking ------------------------------------------------------- 0.041 0.822 0.758 0.739 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.100 0.333 0.746 0.461 a = climbing down 0.137 0.282 0.356 0.315 b = climbing up 0.001 0.957 0.985 0.971 c = jumping 0.000 1.000 0.716 0.834 d = lying 0.017 0.913 0.961 0.937 e = sitting 0.050 0.748 0.960 0.841 f = standing 0.022 0.896 0.998 0.944 g = running 0.001 0.977 0.234 0.377 h = walking ------------------------------------------------------- 0.038 0.795 0.708 0.700 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.864 0.716 0.783 a = climbing down 0.087 0.622 0.948 0.751 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.013 0.926 0.965 0.945 d = lying 0.031 0.801 0.757 0.779 e = sitting 0.035 0.783 0.807 0.795 f = standing 0.005 0.971 0.980 0.976 g = running 0.010 0.921 0.618 0.740 h = walking ------------------------------------------------------- 0.026 0.850 0.831 0.830 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.043 0.708 0.859 0.776 a = climbing down 0.130 0.557 0.957 0.704 b = climbing up 0.005 0.783 0.980 0.870 c = jumping 0.026 0.861 0.918 0.889 d = lying 0.078 0.463 0.369 0.411 e = sitting 0.108 0.331 0.371 0.350 f = standing 0.003 0.978 0.753 0.851 g = running 0.005 0.924 0.351 0.509 h = walking ------------------------------------------------------- 0.054 0.698 0.657 0.646 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.017 0.873 0.879 0.876 a = climbing down 0.149 0.458 0.957 0.620 b = climbing up 0.023 0.472 0.933 0.627 c = jumping 0.154 0.540 0.992 0.700 d = lying 0.001 0.992 0.991 0.991 e = sitting 0.001 0.947 0.124 0.219 f = standing 0.003 0.981 0.853 0.912 g = running 0.004 0.851 0.136 0.235 h = walking ------------------------------------------------------- 0.045 0.805 0.693 0.640 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.946 0.958 0.952 a = climbing down 0.030 0.809 0.867 0.837 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.012 0.930 0.972 0.951 d = lying 0.036 0.800 0.975 0.879 e = sitting 0.007 0.956 0.897 0.926 f = standing 0.001 0.996 0.840 0.911 g = running 0.018 0.895 0.839 0.866 h = walking ------------------------------------------------------- 0.015 0.910 0.904 0.905 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.601 0.314 0.413 a = climbing down 0.171 0.488 0.945 0.644 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.029 0.819 0.803 0.811 d = lying 0.072 0.657 0.956 0.778 e = sitting 0.032 0.727 0.627 0.674 f = standing 0.001 0.993 0.478 0.645 g = running 0.011 0.914 0.824 0.866 h = walking ------------------------------------------------------- 0.048 0.758 0.700 0.691 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.099 0.536 0.925 0.679 a = climbing down 0.017 0.874 0.842 0.858 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.028 0.829 0.842 0.836 d = lying 0.036 0.751 0.836 0.791 e = sitting 0.045 0.698 0.734 0.716 f = standing 0.010 0.963 0.880 0.919 g = running 0.014 0.835 0.413 0.552 h = walking ------------------------------------------------------- 0.031 0.811 0.783 0.780 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.823 0.859 0.841 a = climbing down 0.081 0.568 0.760 0.650 b = climbing up 0.001 0.965 0.965 0.965 c = jumping 0.066 0.705 0.902 0.791 d = lying 0.023 0.864 0.929 0.895 e = sitting 0.022 0.796 0.503 0.617 f = standing 0.001 0.993 0.991 0.992 g = running 0.030 0.754 0.526 0.620 h = walking ------------------------------------------------------- 0.034 0.796 0.785 0.779 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.731 0.713 0.722 a = climbing down 0.098 0.586 0.889 0.706 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.021 0.868 0.862 0.865 d = lying 0.027 0.813 0.785 0.798 e = sitting 0.053 0.700 0.736 0.717 f = standing 0.003 0.986 0.976 0.981 g = running 0.010 0.884 0.477 0.619 h = walking ------------------------------------------------------- 0.033 0.807 0.786 0.783 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.218 0.326 0.993 0.491 a = climbing down 0.066 0.714 0.536 0.612 b = climbing up 0.004 0.701 0.431 0.534 c = jumping 0.066 0.543 0.573 0.557 d = lying 0.106 0.465 0.894 0.612 e = sitting 0.082 0.372 0.288 0.325 f = standing 0.014 0.878 0.599 0.713 g = running 0.002 0.657 0.018 0.035 h = walking ------------------------------------------------------- 0.068 0.598 0.511 0.478 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.825 0.891 0.857 a = climbing down 0.031 0.767 0.771 0.769 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.033 0.838 0.981 0.904 d = lying 0.044 0.788 0.883 0.832 e = sitting 0.026 0.777 0.709 0.741 f = standing 0.003 0.985 0.816 0.892 g = running 0.019 0.883 0.822 0.851 h = walking ------------------------------------------------------- 0.024 0.850 0.844 0.844 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.792 0.903 0.844 a = climbing down 0.009 0.879 0.514 0.649 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.008 0.949 0.819 0.879 d = lying 0.024 0.837 0.658 0.737 e = sitting 0.082 0.634 0.901 0.744 f = standing 0.013 0.935 0.985 0.959 g = running 0.045 0.786 0.889 0.834 h = walking ------------------------------------------------------- 0.029 0.837 0.820 0.817 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.104 0.409 0.525 0.460 a = climbing down 0.070 0.689 0.887 0.775 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.001 0.970 0.271 0.423 d = lying 0.027 0.842 0.899 0.870 e = sitting 0.118 0.485 0.861 0.620 f = standing 0.002 0.975 0.423 0.590 g = running 0.042 0.802 0.861 0.830 h = walking ------------------------------------------------------- 0.048 0.761 0.683 0.669 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.812 0.873 a = climbing down 0.038 0.787 0.934 0.854 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.005 0.966 0.906 0.935 d = lying 0.057 0.731 0.926 0.817 e = sitting 0.027 0.791 0.623 0.697 f = standing 0.005 0.971 0.998 0.984 g = running 0.016 0.902 0.841 0.870 h = walking ------------------------------------------------------- 0.022 0.874 0.867 0.865 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.846 0.734 0.786 a = climbing down 0.177 0.444 0.955 0.606 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.004 0.975 0.923 0.949 d = lying 0.119 0.608 0.958 0.744 e = sitting 0.014 0.732 0.234 0.355 f = standing 0.009 0.951 0.999 0.975 g = running 0.007 0.758 0.119 0.205 h = walking ------------------------------------------------------- 0.048 0.764 0.704 0.661 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.187 0.230 0.810 0.358 a = climbing down 0.098 0.249 0.223 0.235 b = climbing up 0.000 0.994 0.952 0.972 c = jumping 0.003 0.985 0.969 0.977 d = lying 0.009 0.954 0.963 0.959 e = sitting 0.007 0.956 0.947 0.951 f = standing 0.020 0.906 1.000 0.951 g = running 0.001 0.816 0.031 0.059 h = walking ------------------------------------------------------- 0.031 0.793 0.706 0.677 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.761 0.836 a = climbing down 0.099 0.566 0.892 0.692 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.010 0.945 0.953 0.949 d = lying 0.019 0.853 0.783 0.817 e = sitting 0.034 0.809 0.903 0.854 f = standing 0.001 0.993 0.933 0.962 g = running 0.021 0.835 0.580 0.685 h = walking ------------------------------------------------------- 0.026 0.856 0.833 0.835 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.843 0.843 0.843 a = climbing down 0.042 0.792 0.931 0.856 b = climbing up 0.000 0.982 0.781 0.870 c = jumping 0.014 0.786 0.284 0.417 d = lying 0.099 0.334 0.415 0.370 e = sitting 0.192 0.335 0.460 0.387 f = standing 0.008 0.953 0.916 0.934 g = running 0.013 0.923 0.859 0.890 h = walking ------------------------------------------------------- 0.057 0.715 0.671 0.672 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.022 0.836 0.847 0.842 a = climbing down 0.024 0.774 0.600 0.676 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.011 0.944 0.976 0.959 d = lying 0.006 0.961 0.898 0.928 e = sitting 0.005 0.967 0.890 0.927 f = standing 0.021 0.898 1.000 0.946 g = running 0.047 0.773 0.888 0.827 h = walking ------------------------------------------------------- 0.019 0.884 0.883 0.881 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.885 0.894 0.889 a = climbing down 0.047 0.708 0.756 0.731 b = climbing up 0.048 0.302 0.983 0.462 c = jumping 0.040 0.799 0.991 0.885 d = lying 0.030 0.831 0.947 0.885 e = sitting 0.015 0.885 0.702 0.783 f = standing 0.005 0.962 0.581 0.724 g = running 0.035 0.796 0.739 0.766 h = walking ------------------------------------------------------- 0.027 0.830 0.793 0.796 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.513 0.167 0.252 a = climbing down 0.192 0.463 0.931 0.619 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.947 0.774 0.852 d = lying 0.081 0.630 0.982 0.767 e = sitting 0.032 0.739 0.723 0.731 f = standing 0.000 0.999 0.475 0.644 g = running 0.022 0.846 0.845 0.846 h = walking ------------------------------------------------------- 0.050 0.753 0.691 0.674 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.593 0.913 0.719 a = climbing down 0.007 0.922 0.625 0.745 b = climbing up 0.000 1.000 0.844 0.916 c = jumping 0.060 0.650 0.754 0.698 d = lying 0.062 0.680 0.950 0.793 e = sitting 0.040 0.683 0.560 0.615 f = standing 0.005 0.980 0.792 0.876 g = running 0.054 0.648 0.577 0.610 h = walking ------------------------------------------------------- 0.038 0.766 0.737 0.738 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.749 0.785 0.767 a = climbing down 0.069 0.607 0.737 0.666 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.007 0.961 0.902 0.931 d = lying 0.014 0.910 0.948 0.929 e = sitting 0.023 0.867 0.894 0.880 f = standing 0.001 0.994 0.999 0.997 g = running 0.033 0.772 0.609 0.681 h = walking ------------------------------------------------------- 0.023 0.732 0.734 0.731 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.258 0.326 0.921 0.481 a = climbing down 0.019 0.654 0.226 0.336 b = climbing up 0.004 0.846 0.988 0.911 c = jumping 0.016 0.902 0.813 0.856 d = lying 0.055 0.640 0.676 0.657 e = sitting 0.067 0.577 0.582 0.579 f = standing 0.006 0.967 0.948 0.957 g = running 0.015 0.360 0.049 0.087 h = walking ------------------------------------------------------- 0.055 0.656 0.616 0.587 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.104 0.484 0.888 0.627 a = climbing down 0.048 0.767 0.538 0.632 b = climbing up 0.000 1.000 0.028 0.055 c = jumping 0.041 0.656 0.497 0.566 d = lying 0.026 0.784 0.941 0.855 e = sitting 0.123 0.494 0.701 0.580 f = standing 0.042 0.786 0.965 0.866 g = running 0.013 0.838 0.413 0.553 h = walking ------------------------------------------------------- 0.055 0.703 0.658 0.644 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.695 0.812 a = climbing down 0.018 0.850 0.776 0.811 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.004 0.977 0.990 0.983 d = lying 0.081 0.622 0.937 0.748 e = sitting 0.017 0.895 0.748 0.815 f = standing 0.000 1.000 0.792 0.884 g = running 0.057 0.736 0.944 0.827 h = walking ------------------------------------------------------- 0.024 0.875 0.845 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.912 0.905 a = climbing down 0.014 0.850 0.800 0.824 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.002 0.988 0.776 0.869 d = lying 0.029 0.820 0.704 0.758 e = sitting 0.085 0.645 0.905 0.754 f = standing 0.003 0.983 0.997 0.990 g = running 0.016 0.913 0.915 0.914 h = walking ------------------------------------------------------- 0.023 0.877 0.861 0.863 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.033 0.668 0.520 0.585 a = climbing down 0.180 0.434 0.914 0.588 b = climbing up 0.000 1.000 0.604 0.753 c = jumping 0.009 0.948 0.931 0.939 d = lying 0.027 0.789 0.635 0.704 e = sitting 0.066 0.665 0.800 0.726 f = standing 0.012 0.937 1.000 0.968 g = running 0.013 0.693 0.161 0.262 h = walking ------------------------------------------------------- 0.046 0.746 0.705 0.684 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.080 0.553 0.859 0.673 a = climbing down 0.056 0.665 0.680 0.672 b = climbing up 0.000 0.967 0.724 0.828 c = jumping 0.000 0.997 0.993 0.995 d = lying 0.085 0.609 0.858 0.712 e = sitting 0.022 0.765 0.459 0.574 f = standing 0.006 0.968 0.997 0.982 g = running 0.008 0.928 0.568 0.705 h = walking ------------------------------------------------------- 0.033 0.805 0.774 0.771 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.534 0.686 a = climbing down 0.205 0.421 0.970 0.587 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.989 0.963 0.976 d = lying 0.097 0.637 0.908 0.749 e = sitting 0.020 0.695 0.321 0.439 f = standing 0.001 0.994 0.998 0.996 g = running 0.008 0.795 0.163 0.271 h = walking ------------------------------------------------------- 0.047 0.788 0.711 0.684 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.091 0.383 0.823 0.522 a = climbing down 0.006 0.832 0.197 0.319 b = climbing up 0.001 0.964 0.978 0.971 c = jumping 0.000 0.996 0.423 0.594 d = lying 0.107 0.616 0.991 0.760 e = sitting 0.109 0.335 0.344 0.340 f = standing 0.028 0.872 0.998 0.931 g = running 0.025 0.887 0.905 0.896 h = walking ------------------------------------------------------- 0.046 0.749 0.680 0.657 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.787 0.801 0.794 a = climbing down 0.070 0.623 0.764 0.687 b = climbing up 0.000 1.000 0.491 0.658 c = jumping 0.015 0.916 0.961 0.938 d = lying 0.015 0.746 0.309 0.437 e = sitting 0.099 0.612 0.898 0.728 f = standing 0.013 0.935 0.987 0.960 g = running 0.028 0.808 0.642 0.715 h = walking ------------------------------------------------------- 0.038 0.784 0.769 0.757 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.057 0.623 0.761 0.685 a = climbing down 0.050 0.771 0.965 0.857 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.008 0.946 0.804 0.869 d = lying 0.076 0.310 0.282 0.295 e = sitting 0.120 0.468 0.545 0.504 f = standing 0.003 0.976 0.668 0.793 g = running 0.009 0.944 0.904 0.924 h = walking ------------------------------------------------------- 0.044 0.744 0.721 0.724 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.273 0.325 0.987 0.489 a = climbing down 0.003 0.885 0.205 0.333 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.010 0.932 0.721 0.813 d = lying 0.009 0.944 0.931 0.937 e = sitting 0.051 0.763 0.909 0.829 f = standing 0.008 0.955 1.000 0.977 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.044 0.726 0.716 0.670 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.022 0.847 0.975 0.907 a = climbing down 0.067 0.640 0.793 0.708 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.027 0.828 0.800 0.814 d = lying 0.038 0.789 0.962 0.867 e = sitting 0.032 0.802 0.802 0.802 f = standing 0.005 0.970 0.833 0.896 g = running 0.019 0.858 0.604 0.709 h = walking ------------------------------------------------------- 0.028 0.830 0.819 0.817 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.718 0.718 0.718 a = climbing down 0.055 0.748 0.949 0.837 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.017 0.889 0.858 0.873 d = lying 0.101 0.574 0.991 0.727 e = sitting 0.013 0.873 0.672 0.760 f = standing 0.001 0.993 0.665 0.797 g = running 0.008 0.925 0.705 0.800 h = walking ------------------------------------------------------- 0.032 0.832 0.791 0.793 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.153 0.419 0.910 0.574 a = climbing down 0.033 0.689 0.533 0.601 b = climbing up 0.000 1.000 0.601 0.751 c = jumping 0.052 0.695 0.790 0.739 d = lying 0.073 0.636 0.933 0.756 e = sitting 0.048 0.653 0.593 0.622 f = standing 0.009 0.954 0.692 0.802 g = running 0.055 0.155 0.058 0.084 h = walking ------------------------------------------------------- 0.053 0.634 0.629 0.608 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.700 0.850 0.768 a = climbing down 0.050 0.567 0.457 0.506 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.052 0.768 0.901 0.829 d = lying 0.032 0.794 0.878 0.834 e = sitting 0.032 0.737 0.528 0.615 f = standing 0.001 0.993 0.992 0.992 g = running 0.060 0.668 0.656 0.662 h = walking ------------------------------------------------------- 0.035 0.653 0.658 0.651 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.801 0.811 0.806 a = climbing down 0.076 0.639 0.861 0.734 b = climbing up 0.000 1.000 0.888 0.941 c = jumping 0.019 0.862 0.741 0.797 d = lying 0.022 0.835 0.754 0.792 e = sitting 0.074 0.643 0.798 0.712 f = standing 0.006 0.968 0.964 0.966 g = running 0.013 0.884 0.587 0.706 h = walking ------------------------------------------------------- 0.033 0.813 0.794 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.071 0.590 0.906 0.714 a = climbing down 0.039 0.820 0.586 0.684 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.064 0.575 0.641 0.606 d = lying 0.035 0.720 0.883 0.793 e = sitting 0.102 0.489 0.554 0.519 f = standing 0.031 0.803 0.778 0.791 g = running 0.022 0.855 0.749 0.799 h = walking ------------------------------------------------------- 0.050 0.715 0.687 0.682 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.822 0.873 a = climbing down 0.022 0.819 0.768 0.793 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.008 0.957 0.979 0.968 d = lying 0.060 0.692 0.941 0.797 e = sitting 0.015 0.909 0.826 0.865 f = standing 0.000 0.998 0.798 0.887 g = running 0.033 0.830 0.961 0.891 h = walking ------------------------------------------------------- 0.019 0.887 0.873 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.078 0.586 0.916 0.715 a = climbing down 0.002 0.917 0.225 0.361 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.052 0.691 0.624 0.656 d = lying 0.036 0.828 0.930 0.876 e = sitting 0.064 0.611 0.601 0.606 f = standing 0.009 0.955 0.998 0.976 g = running 0.057 0.711 0.769 0.739 h = walking ------------------------------------------------------- 0.042 0.764 0.744 0.726 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.026 0.792 0.715 0.752 a = climbing down 0.073 0.688 0.929 0.791 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.003 0.976 0.686 0.806 d = lying 0.032 0.794 0.814 0.804 e = sitting 0.073 0.633 0.798 0.706 f = standing 0.006 0.965 0.930 0.947 g = running 0.013 0.911 0.741 0.817 h = walking ------------------------------------------------------- 0.031 0.829 0.805 0.808 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.913 0.792 0.848 a = climbing down 0.097 0.600 0.950 0.736 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.008 0.954 0.976 0.965 d = lying 0.100 0.557 0.865 0.677 e = sitting 0.024 0.761 0.401 0.525 f = standing 0.004 0.978 0.998 0.988 g = running 0.003 0.972 0.568 0.717 h = walking ------------------------------------------------------- 0.033 0.829 0.787 0.781 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.977 0.615 0.755 a = climbing down 0.151 0.481 0.965 0.642 b = climbing up 0.004 0.863 0.989 0.922 c = jumping 0.000 1.000 0.886 0.940 d = lying 0.122 0.600 0.947 0.734 e = sitting 0.029 0.658 0.315 0.426 f = standing 0.002 0.991 0.976 0.983 g = running 0.007 0.904 0.349 0.504 h = walking ------------------------------------------------------- 0.045 0.797 0.730 0.715 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.212 0.232 0.841 0.363 a = climbing down 0.078 0.172 0.113 0.137 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.003 0.982 0.976 0.979 d = lying 0.140 0.536 0.991 0.696 e = sitting 0.005 0.914 0.250 0.393 f = standing 0.017 0.916 0.994 0.953 g = running 0.009 0.412 0.032 0.060 h = walking ------------------------------------------------------- 0.050 0.648 0.586 0.536 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.820 0.705 0.758 a = climbing down 0.170 0.445 0.943 0.604 b = climbing up 0.000 1.000 0.651 0.789 c = jumping 0.018 0.896 0.908 0.902 d = lying 0.009 0.737 0.189 0.301 e = sitting 0.124 0.558 0.891 0.687 f = standing 0.010 0.944 0.959 0.952 g = running 0.010 0.750 0.172 0.280 h = walking ------------------------------------------------------- 0.050 0.747 0.686 0.650 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.032 0.729 0.725 0.727 a = climbing down 0.033 0.817 0.883 0.849 b = climbing up 0.000 0.993 0.971 0.982 c = jumping 0.011 0.898 0.581 0.705 d = lying 0.085 0.475 0.494 0.484 e = sitting 0.142 0.409 0.522 0.459 f = standing 0.002 0.988 0.807 0.888 g = running 0.027 0.861 0.975 0.915 h = walking ------------------------------------------------------- 0.048 0.743 0.716 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.114 0.536 0.969 0.690 a = climbing down 0.096 0.508 0.742 0.603 b = climbing up 0.016 0.565 0.975 0.715 c = jumping 0.001 0.993 0.978 0.985 d = lying 0.019 0.895 0.977 0.934 e = sitting 0.003 0.980 0.883 0.929 f = standing 0.005 0.972 0.897 0.933 g = running 0.002 0.133 0.002 0.003 h = walking ------------------------------------------------------- 0.030 0.722 0.774 0.726 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.963 0.968 a = climbing down 0.018 0.871 0.826 0.848 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.017 0.904 0.991 0.945 d = lying 0.026 0.843 0.951 0.894 e = sitting 0.006 0.959 0.861 0.907 f = standing 0.002 0.989 0.892 0.938 g = running 0.026 0.865 0.914 0.889 h = walking ------------------------------------------------------- 0.014 0.918 0.914 0.914 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.745 0.681 0.712 a = climbing down 0.104 0.611 0.939 0.740 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.008 0.946 0.835 0.887 d = lying 0.057 0.706 0.940 0.806 e = sitting 0.032 0.750 0.765 0.757 f = standing 0.001 0.997 0.803 0.889 g = running 0.004 0.945 0.523 0.674 h = walking ------------------------------------------------------- 0.032 0.830 0.793 0.793 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.028 0.784 0.874 0.827 a = climbing down 0.019 0.856 0.829 0.842 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.044 0.742 0.867 0.800 d = lying 0.050 0.720 0.912 0.804 e = sitting 0.035 0.744 0.668 0.704 f = standing 0.003 0.987 0.802 0.885 g = running 0.029 0.826 0.797 0.811 h = walking ------------------------------------------------------- 0.027 0.830 0.818 0.819 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.080 0.583 0.916 0.712 a = climbing down 0.056 0.572 0.560 0.566 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.008 0.949 0.877 0.912 d = lying 0.019 0.881 0.878 0.879 e = sitting 0.039 0.795 0.848 0.821 f = standing 0.006 0.972 1.000 0.986 g = running 0.014 0.878 0.538 0.667 h = walking ------------------------------------------------------- 0.028 0.825 0.806 0.805 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.783 0.853 a = climbing down 0.039 0.783 0.924 0.847 b = climbing up 0.003 0.871 0.947 0.908 c = jumping 0.006 0.956 0.851 0.901 d = lying 0.040 0.768 0.741 0.754 e = sitting 0.063 0.653 0.768 0.706 f = standing 0.002 0.988 0.944 0.966 g = running 0.016 0.900 0.886 0.893 h = walking ------------------------------------------------------- 0.024 0.858 0.848 0.850 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.775 0.911 0.838 a = climbing down 0.046 0.793 0.588 0.675 b = climbing up 0.000 1.000 0.282 0.439 c = jumping 0.047 0.619 0.572 0.594 d = lying 0.029 0.738 0.790 0.763 e = sitting 0.120 0.493 0.667 0.567 f = standing 0.022 0.877 0.972 0.922 g = running 0.035 0.788 0.745 0.766 h = walking ------------------------------------------------------- 0.048 0.736 0.719 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.897 0.924 a = climbing down 0.015 0.877 0.802 0.838 b = climbing up 0.000 0.983 0.989 0.986 c = jumping 0.004 0.974 0.995 0.984 d = lying 0.090 0.637 0.895 0.744 e = sitting 0.022 0.834 0.636 0.722 f = standing 0.000 0.998 0.832 0.907 g = running 0.026 0.860 0.963 0.909 h = walking ------------------------------------------------------- 0.023 0.877 0.860 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.912 0.899 0.906 a = climbing down 0.019 0.800 0.799 0.799 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.005 0.969 0.820 0.888 d = lying 0.042 0.574 0.312 0.404 e = sitting 0.149 0.518 0.824 0.636 f = standing 0.009 0.953 0.988 0.970 g = running 0.016 0.909 0.884 0.896 h = walking ------------------------------------------------------- 0.038 0.803 0.787 0.782 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.053 0.632 0.741 0.682 a = climbing down 0.033 0.736 0.625 0.676 b = climbing up 0.001 0.957 0.897 0.926 c = jumping 0.004 0.975 0.907 0.939 d = lying 0.046 0.680 0.633 0.656 e = sitting 0.054 0.678 0.660 0.669 f = standing 0.033 0.841 0.994 0.911 g = running 0.033 0.816 0.810 0.813 h = walking ------------------------------------------------------- 0.035 0.779 0.777 0.776 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.882 0.910 0.896 a = climbing down 0.034 0.809 0.889 0.847 b = climbing up 0.000 1.000 0.943 0.971 c = jumping 0.000 0.997 0.996 0.997 d = lying 0.073 0.685 0.923 0.787 e = sitting 0.014 0.854 0.519 0.646 f = standing 0.005 0.974 0.999 0.986 g = running 0.010 0.938 0.828 0.879 h = walking ------------------------------------------------------- 0.021 0.882 0.871 0.868 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.956 0.598 0.736 a = climbing down 0.165 0.470 0.935 0.626 b = climbing up 0.000 0.995 0.984 0.989 c = jumping 0.002 0.991 0.963 0.977 d = lying 0.124 0.587 0.948 0.725 e = sitting 0.012 0.595 0.118 0.198 f = standing 0.003 0.983 0.999 0.991 g = running 0.013 0.849 0.368 0.514 h = walking ------------------------------------------------------- 0.046 0.780 0.726 0.697 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.062 0.419 0.672 0.516 a = climbing down 0.195 0.295 0.522 0.377 b = climbing up 0.001 0.912 0.689 0.785 c = jumping 0.000 1.000 0.942 0.970 d = lying 0.068 0.656 0.705 0.680 e = sitting 0.063 0.587 0.577 0.582 f = standing 0.037 0.836 0.991 0.907 g = running 0.004 0.341 0.011 0.021 h = walking ------------------------------------------------------- 0.056 0.618 0.625 0.587 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.936 0.837 0.883 a = climbing down 0.036 0.782 0.881 0.829 b = climbing up 0.000 0.993 0.925 0.958 c = jumping 0.013 0.930 0.958 0.944 d = lying 0.038 0.698 0.612 0.652 e = sitting 0.054 0.715 0.779 0.746 f = standing 0.002 0.989 0.979 0.984 g = running 0.016 0.911 0.891 0.901 h = walking ------------------------------------------------------- 0.023 0.859 0.857 0.856 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.073 0.613 0.870 0.719 a = climbing down 0.122 0.518 0.858 0.646 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.020 0.895 0.986 0.938 d = lying 0.091 0.478 0.423 0.449 e = sitting 0.093 0.329 0.319 0.324 f = standing 0.006 0.967 0.988 0.978 g = running 0.006 0.684 0.076 0.137 h = walking ------------------------------------------------------- 0.056 0.654 0.645 0.605 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.187 0.438 0.915 0.592 a = climbing down 0.038 0.302 0.532 0.385 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.047 0.788 0.840 0.813 d = lying 0.002 0.990 0.946 0.968 e = sitting 0.043 0.786 0.763 0.775 f = standing 0.001 0.989 0.994 0.991 g = running 0.002 0.718 0.025 0.049 h = walking ------------------------------------------------------- 0.043 0.776 0.723 0.680 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.764 0.913 0.832 a = climbing down 0.096 0.576 0.844 0.685 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.008 0.952 0.959 0.955 d = lying 0.045 0.767 0.916 0.835 e = sitting 0.017 0.867 0.809 0.837 f = standing 0.000 0.998 0.853 0.920 g = running 0.009 0.910 0.480 0.628 h = walking ------------------------------------------------------- 0.027 0.849 0.820 0.818 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.470 0.410 0.438 a = climbing down 0.141 0.559 0.914 0.694 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.981 0.815 0.890 d = lying 0.065 0.632 0.971 0.766 e = sitting 0.028 0.797 0.739 0.767 f = standing 0.002 0.990 0.837 0.907 g = running 0.017 0.674 0.249 0.364 h = walking ------------------------------------------------------- 0.046 0.748 0.719 0.707 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.125 0.451 0.842 0.588 a = climbing down 0.033 0.754 0.733 0.743 b = climbing up 0.000 1.000 0.695 0.820 c = jumping 0.021 0.840 0.685 0.755 d = lying 0.057 0.660 0.863 0.748 e = sitting 0.069 0.589 0.705 0.642 f = standing 0.006 0.975 0.845 0.906 g = running 0.032 0.532 0.211 0.302 h = walking ------------------------------------------------------- 0.042 0.724 0.697 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.093 0.554 0.855 0.672 a = climbing down 0.071 0.536 0.568 0.551 b = climbing up 0.000 0.983 0.975 0.979 c = jumping 0.024 0.844 0.743 0.791 d = lying 0.047 0.779 0.981 0.868 e = sitting 0.033 0.781 0.678 0.726 f = standing 0.002 0.990 0.998 0.994 g = running 0.021 0.709 0.324 0.445 h = walking ------------------------------------------------------- 0.038 0.760 0.747 0.737 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.184 0.319 0.663 0.431 a = climbing down 0.031 0.744 0.526 0.617 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.013 0.904 0.845 0.873 d = lying 0.044 0.682 0.654 0.667 e = sitting 0.071 0.650 0.736 0.690 f = standing 0.000 0.998 0.940 0.968 g = running 0.039 0.500 0.231 0.316 h = walking ------------------------------------------------------- 0.049 0.706 0.666 0.669 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.843 0.743 0.790 a = climbing down 0.059 0.702 0.484 0.573 b = climbing up 0.000 1.000 0.056 0.107 c = jumping 0.061 0.629 0.717 0.670 d = lying 0.024 0.858 0.942 0.898 e = sitting 0.120 0.464 0.652 0.542 f = standing 0.035 0.817 0.972 0.888 g = running 0.019 0.874 0.788 0.829 h = walking ------------------------------------------------------- 0.049 0.738 0.719 0.712 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.935 0.689 0.793 a = climbing down 0.053 0.689 0.848 0.760 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.013 0.926 0.967 0.946 d = lying 0.012 0.930 0.877 0.903 e = sitting 0.030 0.790 0.880 0.832 f = standing 0.001 0.996 0.930 0.962 g = running 0.032 0.818 0.834 0.826 h = walking ------------------------------------------------------- 0.019 0.882 0.872 0.873 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.059 0.533 0.778 0.633 a = climbing down 0.020 0.714 0.395 0.508 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.079 0.389 0.278 0.324 d = lying 0.029 0.765 0.463 0.576 e = sitting 0.181 0.375 0.676 0.482 f = standing 0.018 0.916 0.987 0.950 g = running 0.025 0.875 0.897 0.885 h = walking ------------------------------------------------------- 0.056 0.677 0.646 0.640 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.891 0.548 0.678 a = climbing down 0.028 0.783 0.563 0.655 b = climbing up 0.001 0.962 0.950 0.956 c = jumping 0.005 0.927 0.413 0.571 d = lying 0.059 0.699 0.896 0.786 e = sitting 0.093 0.506 0.701 0.588 f = standing 0.002 0.991 0.971 0.981 g = running 0.122 0.566 0.906 0.697 h = walking ------------------------------------------------------- 0.044 0.777 0.725 0.720 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.840 0.670 0.746 a = climbing down 0.054 0.674 0.735 0.703 b = climbing up 0.001 0.966 0.857 0.909 c = jumping 0.002 0.991 0.955 0.973 d = lying 0.081 0.641 0.955 0.767 e = sitting 0.012 0.874 0.505 0.640 f = standing 0.004 0.977 0.995 0.986 g = running 0.045 0.771 0.835 0.802 h = walking ------------------------------------------------------- 0.029 0.833 0.814 0.811 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.039 0.719 0.817 0.765 a = climbing down 0.062 0.670 0.739 0.703 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.977 0.921 0.948 d = lying 0.086 0.577 0.946 0.717 e = sitting 0.016 0.853 0.505 0.634 f = standing 0.004 0.981 0.997 0.989 g = running 0.039 0.701 0.551 0.617 h = walking ------------------------------------------------------- 0.032 0.803 0.782 0.779 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.192 0.892 0.316 a = climbing down 0.005 0.910 0.341 0.496 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.001 0.993 0.929 0.960 d = lying 0.014 0.928 0.964 0.946 e = sitting 0.011 0.938 0.954 0.946 f = standing 0.022 0.889 0.996 0.940 g = running 0.001 0.583 0.005 0.011 h = walking ------------------------------------------------------- 0.025 0.827 0.713 0.690 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.899 0.619 0.733 a = climbing down 0.166 0.464 0.915 0.616 b = climbing up 0.001 0.933 0.987 0.959 c = jumping 0.006 0.962 0.921 0.941 d = lying 0.019 0.886 0.894 0.890 e = sitting 0.028 0.832 0.879 0.855 f = standing 0.000 0.999 0.936 0.966 g = running 0.020 0.681 0.250 0.366 h = walking ------------------------------------------------------- 0.034 0.823 0.784 0.776 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.010 0.903 0.651 0.757 a = climbing down 0.194 0.450 0.978 0.617 b = climbing up 0.000 1.000 0.583 0.737 c = jumping 0.012 0.937 0.974 0.955 d = lying 0.072 0.348 0.310 0.328 e = sitting 0.084 0.495 0.511 0.503 f = standing 0.011 0.941 0.987 0.964 g = running 0.006 0.839 0.157 0.264 h = walking ------------------------------------------------------- 0.053 0.724 0.663 0.640 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.203 0.395 0.834 0.536 a = climbing down 0.029 0.161 0.183 0.171 b = climbing up 0.013 0.664 0.993 0.796 c = jumping 0.055 0.681 0.571 0.621 d = lying 0.019 0.922 0.985 0.953 e = sitting 0.085 0.607 0.643 0.624 f = standing 0.003 0.973 0.877 0.923 g = running 0.007 0.752 0.096 0.171 h = walking ------------------------------------------------------- 0.058 0.701 0.644 0.615 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.051 0.674 0.938 0.784 a = climbing down 0.101 0.567 0.820 0.670 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.037 0.816 0.934 0.871 d = lying 0.016 0.906 0.941 0.923 e = sitting 0.017 0.857 0.722 0.784 f = standing 0.000 0.998 0.921 0.958 g = running 0.002 0.971 0.389 0.556 h = walking ------------------------------------------------------- 0.029 0.845 0.806 0.799 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.070 0.469 0.410 0.438 a = climbing down 0.108 0.611 0.875 0.719 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.003 0.974 0.785 0.869 d = lying 0.094 0.544 0.980 0.699 e = sitting 0.031 0.770 0.677 0.721 f = standing 0.001 0.994 0.726 0.839 g = running 0.012 0.875 0.591 0.706 h = walking ------------------------------------------------------- 0.043 0.769 0.723 0.726 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.165 0.379 0.850 0.524 a = climbing down 0.025 0.749 0.508 0.606 b = climbing up 0.000 1.000 0.530 0.693 c = jumping 0.032 0.728 0.571 0.640 d = lying 0.046 0.711 0.827 0.764 e = sitting 0.080 0.585 0.735 0.651 f = standing 0.021 0.916 0.822 0.866 g = running 0.020 0.704 0.288 0.409 h = walking ------------------------------------------------------- 0.049 0.715 0.659 0.657 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.078 0.597 0.803 0.685 a = climbing down 0.108 0.422 0.538 0.473 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.042 0.770 0.750 0.760 d = lying 0.018 0.884 0.959 0.920 e = sitting 0.045 0.725 0.685 0.704 f = standing 0.001 0.996 0.999 0.998 g = running 0.027 0.644 0.292 0.402 h = walking ------------------------------------------------------- 0.043 0.732 0.724 0.715 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.198 0.315 0.704 0.435 a = climbing down 0.042 0.511 0.250 0.335 b = climbing up 0.134 0.109 1.000 0.197 c = jumping 0.022 0.835 0.799 0.816 d = lying 0.044 0.669 0.611 0.639 e = sitting 0.073 0.628 0.694 0.659 f = standing 0.007 0.842 0.174 0.288 g = running 0.048 0.527 0.316 0.395 h = walking ------------------------------------------------------- 0.059 0.619 0.491 0.491 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.788 0.657 0.716 a = climbing down 0.057 0.712 0.490 0.580 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.041 0.720 0.720 0.720 d = lying 0.038 0.790 0.948 0.862 e = sitting 0.106 0.514 0.706 0.595 f = standing 0.030 0.833 0.946 0.886 g = running 0.040 0.766 0.803 0.784 h = walking ------------------------------------------------------- 0.049 0.732 0.720 0.708 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.944 0.443 0.603 a = climbing down 0.134 0.483 0.939 0.638 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.011 0.938 0.956 0.947 d = lying 0.030 0.788 0.755 0.771 e = sitting 0.049 0.741 0.836 0.785 f = standing 0.002 0.992 0.915 0.952 g = running 0.032 0.695 0.441 0.539 h = walking ------------------------------------------------------- 0.034 0.814 0.772 0.770 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.035 0.657 0.759 0.704 a = climbing down 0.090 0.521 0.766 0.620 b = climbing up 0.000 0.993 0.949 0.971 c = jumping 0.070 0.475 0.347 0.401 d = lying 0.046 0.699 0.541 0.610 e = sitting 0.144 0.429 0.667 0.522 f = standing 0.003 0.986 0.996 0.991 g = running 0.005 0.955 0.569 0.713 h = walking ------------------------------------------------------- 0.053 0.697 0.659 0.660 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.881 0.495 0.634 a = climbing down 0.036 0.708 0.500 0.586 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.009 0.906 0.488 0.635 d = lying 0.048 0.726 0.881 0.796 e = sitting 0.092 0.573 0.731 0.643 f = standing 0.004 0.978 0.986 0.982 g = running 0.126 0.549 0.919 0.688 h = walking ------------------------------------------------------- 0.046 0.765 0.722 0.716 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.719 0.435 0.542 a = climbing down 0.238 0.341 0.813 0.480 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.018 0.905 0.958 0.931 d = lying 0.108 0.527 0.805 0.637 e = sitting 0.028 0.637 0.288 0.397 f = standing 0.022 0.888 0.997 0.939 g = running 0.018 0.306 0.043 0.076 h = walking ------------------------------------------------------- 0.057 0.540 0.542 0.500 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.070 0.584 0.813 0.680 a = climbing down 0.096 0.574 0.833 0.680 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.001 0.996 0.881 0.935 d = lying 0.100 0.517 0.871 0.649 e = sitting 0.034 0.757 0.511 0.610 f = standing 0.004 0.979 0.993 0.986 g = running 0.003 0.937 0.231 0.370 h = walking ------------------------------------------------------- 0.038 0.790 0.731 0.715 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.200 0.932 0.329 a = climbing down 0.004 0.910 0.286 0.436 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.002 0.988 0.919 0.953 d = lying 0.151 0.525 0.989 0.686 e = sitting 0.010 0.770 0.187 0.301 f = standing 0.003 0.986 0.996 0.991 g = running 0.025 0.082 0.011 0.019 h = walking ------------------------------------------------------- 0.046 0.670 0.592 0.553 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.811 0.477 0.600 a = climbing down 0.230 0.415 0.964 0.580 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.033 0.838 0.917 0.876 d = lying 0.038 0.566 0.339 0.424 e = sitting 0.100 0.527 0.673 0.591 f = standing 0.001 0.995 0.931 0.962 g = running 0.004 0.464 0.022 0.042 h = walking ------------------------------------------------------- 0.060 0.667 0.640 0.598 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.847 0.815 0.831 a = climbing down 0.017 0.847 0.615 0.712 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.019 0.902 0.961 0.930 d = lying 0.103 0.434 0.491 0.461 e = sitting 0.073 0.404 0.316 0.355 f = standing 0.007 0.962 0.996 0.979 g = running 0.066 0.706 0.894 0.789 h = walking ------------------------------------------------------- 0.043 0.737 0.737 0.732 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.147 0.505 0.945 0.658 a = climbing down 0.065 0.165 0.419 0.236 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.960 0.976 0.968 d = lying 0.020 0.918 0.935 0.927 e = sitting 0.017 0.911 0.870 0.890 f = standing 0.001 0.995 1.000 0.998 g = running 0.001 0.905 0.061 0.114 h = walking ------------------------------------------------------- 0.031 0.853 0.771 0.736 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.915 0.856 a = climbing down 0.073 0.644 0.824 0.723 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.013 0.931 0.979 0.954 d = lying 0.034 0.749 0.633 0.686 e = sitting 0.057 0.632 0.721 0.674 f = standing 0.000 1.000 0.947 0.973 g = running 0.011 0.916 0.648 0.759 h = walking ------------------------------------------------------- 0.028 0.829 0.815 0.815 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.655 0.545 0.595 a = climbing down 0.130 0.574 0.895 0.700 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.003 0.981 0.834 0.902 d = lying 0.111 0.478 0.871 0.617 e = sitting 0.036 0.655 0.523 0.581 f = standing 0.002 0.991 0.750 0.854 g = running 0.015 0.802 0.417 0.549 h = walking ------------------------------------------------------- 0.046 0.760 0.705 0.708 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.051 0.643 0.792 0.710 a = climbing down 0.039 0.717 0.710 0.714 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.049 0.681 0.706 0.693 d = lying 0.068 0.661 0.937 0.775 e = sitting 0.049 0.629 0.532 0.576 f = standing 0.010 0.958 0.818 0.882 g = running 0.034 0.760 0.640 0.695 h = walking ------------------------------------------------------- 0.038 0.752 0.739 0.739 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.084 0.568 0.862 0.685 a = climbing down 0.047 0.628 0.567 0.596 b = climbing up 0.001 0.944 0.975 0.960 c = jumping 0.012 0.934 0.926 0.930 d = lying 0.045 0.766 0.879 0.819 e = sitting 0.031 0.802 0.691 0.742 f = standing 0.001 0.995 0.995 0.995 g = running 0.015 0.852 0.562 0.677 h = walking ------------------------------------------------------- 0.030 0.810 0.795 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.014 0.751 0.325 0.454 a = climbing down 0.159 0.501 0.863 0.634 b = climbing up 0.024 0.406 1.000 0.578 c = jumping 0.022 0.853 0.907 0.879 d = lying 0.064 0.490 0.424 0.454 e = sitting 0.092 0.504 0.560 0.530 f = standing 0.001 0.994 0.814 0.895 g = running 0.038 0.670 0.454 0.541 h = walking ------------------------------------------------------- 0.057 0.681 0.642 0.637 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.023 0.735 0.726 0.730 a = climbing down 0.053 0.781 0.662 0.717 b = climbing up 0.000 1.000 0.153 0.265 c = jumping 0.037 0.736 0.692 0.713 d = lying 0.030 0.803 0.819 0.811 e = sitting 0.095 0.554 0.745 0.636 f = standing 0.025 0.863 0.983 0.919 g = running 0.017 0.889 0.832 0.860 h = walking ------------------------------------------------------- 0.041 0.774 0.761 0.757 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.962 0.488 0.647 a = climbing down 0.049 0.612 0.529 0.567 b = climbing up 0.000 0.994 0.943 0.968 c = jumping 0.016 0.910 0.993 0.950 d = lying 0.075 0.606 0.694 0.647 e = sitting 0.061 0.641 0.669 0.655 f = standing 0.001 0.992 0.771 0.868 g = running 0.087 0.648 0.979 0.780 h = walking ------------------------------------------------------- 0.040 0.777 0.749 0.746 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.572 0.911 0.703 a = climbing down 0.122 0.316 0.544 0.400 b = climbing up 0.090 0.106 0.421 0.169 c = jumping 0.004 0.970 0.725 0.830 d = lying 0.034 0.367 0.094 0.150 e = sitting 0.219 0.397 0.878 0.547 f = standing 0.020 0.817 0.455 0.585 g = running 0.008 0.847 0.227 0.358 h = walking ------------------------------------------------------- 0.061 0.625 0.503 0.488 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.882 0.592 0.708 a = climbing down 0.033 0.622 0.352 0.449 b = climbing up 0.000 1.000 0.731 0.845 c = jumping 0.004 0.977 0.871 0.921 d = lying 0.109 0.551 0.920 0.689 e = sitting 0.028 0.694 0.359 0.473 f = standing 0.007 0.965 0.997 0.981 g = running 0.135 0.529 0.901 0.667 h = walking ------------------------------------------------------- 0.045 0.756 0.719 0.707 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.743 0.809 0.774 a = climbing down 0.045 0.722 0.747 0.735 b = climbing up 0.000 0.991 0.911 0.949 c = jumping 0.001 0.997 0.985 0.991 d = lying 0.103 0.549 0.803 0.652 e = sitting 0.036 0.606 0.349 0.443 f = standing 0.003 0.987 0.998 0.992 g = running 0.018 0.891 0.795 0.840 h = walking ------------------------------------------------------- 0.032 0.801 0.794 0.789 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.025 0.756 0.649 0.698 a = climbing down 0.130 0.522 0.730 0.609 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.988 0.963 0.976 d = lying 0.045 0.617 0.577 0.597 e = sitting 0.052 0.622 0.571 0.595 f = standing 0.019 0.910 1.000 0.953 g = running 0.048 0.604 0.425 0.499 h = walking ------------------------------------------------------- 0.046 0.729 0.724 0.721 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.266 0.196 0.970 0.326 a = climbing down 0.006 0.918 0.409 0.566 b = climbing up 0.001 0.971 0.993 0.982 c = jumping 0.001 0.996 0.816 0.897 d = lying 0.052 0.746 0.845 0.792 e = sitting 0.058 0.643 0.680 0.661 f = standing 0.008 0.958 0.996 0.977 g = running 0.001 0.143 0.001 0.002 h = walking ------------------------------------------------------- 0.035 0.696 0.642 0.624 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.757 0.792 0.774 a = climbing down 0.064 0.635 0.739 0.683 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.015 0.920 0.992 0.955 d = lying 0.060 0.634 0.603 0.618 e = sitting 0.056 0.673 0.702 0.687 f = standing 0.001 0.997 0.937 0.966 g = running 0.017 0.878 0.721 0.792 h = walking ------------------------------------------------------- 0.033 0.797 0.791 0.792 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.696 0.765 a = climbing down 0.185 0.447 0.976 0.613 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.008 0.953 0.984 0.969 d = lying 0.030 0.684 0.356 0.468 e = sitting 0.109 0.524 0.786 0.629 f = standing 0.001 0.993 0.908 0.948 g = running 0.005 0.843 0.158 0.266 h = walking ------------------------------------------------------- 0.048 0.766 0.693 0.669 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.198 0.431 0.944 0.592 a = climbing down 0.018 0.352 0.312 0.330 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.880 0.808 0.843 d = lying 0.036 0.864 0.974 0.916 e = sitting 0.025 0.866 0.797 0.830 f = standing 0.001 0.995 1.000 0.998 g = running 0.002 0.902 0.100 0.180 h = walking ------------------------------------------------------- 0.043 0.816 0.741 0.708 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.834 0.943 0.885 a = climbing down 0.051 0.717 0.819 0.765 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.013 0.924 0.947 0.935 d = lying 0.034 0.797 0.869 0.832 e = sitting 0.023 0.833 0.812 0.822 f = standing 0.001 0.995 0.889 0.939 g = running 0.013 0.917 0.766 0.835 h = walking ------------------------------------------------------- 0.021 0.871 0.864 0.865 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.076 0.434 0.392 0.412 a = climbing down 0.143 0.558 0.953 0.704 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.930 0.846 0.886 d = lying 0.096 0.525 0.939 0.673 e = sitting 0.019 0.861 0.707 0.776 f = standing 0.000 0.998 0.682 0.810 g = running 0.003 0.945 0.339 0.499 h = walking ------------------------------------------------------- 0.047 0.772 0.700 0.697 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.704 0.733 0.718 a = climbing down 0.071 0.630 0.917 0.747 b = climbing up 0.000 0.991 0.709 0.826 c = jumping 0.017 0.870 0.757 0.809 d = lying 0.043 0.747 0.925 0.826 e = sitting 0.046 0.712 0.761 0.736 f = standing 0.007 0.977 0.895 0.934 g = running 0.008 0.924 0.572 0.706 h = walking ------------------------------------------------------- 0.028 0.824 0.800 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.695 0.817 0.751 a = climbing down 0.093 0.479 0.597 0.531 b = climbing up 0.000 0.973 0.893 0.932 c = jumping 0.022 0.879 0.933 0.905 d = lying 0.025 0.812 0.662 0.729 e = sitting 0.065 0.673 0.746 0.708 f = standing 0.003 0.987 0.997 0.992 g = running 0.034 0.647 0.401 0.495 h = walking ------------------------------------------------------- 0.039 0.754 0.749 0.745 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.083 0.485 0.610 0.540 a = climbing down 0.067 0.645 0.739 0.689 b = climbing up 0.001 0.941 0.992 0.966 c = jumping 0.024 0.833 0.850 0.841 d = lying 0.066 0.551 0.570 0.560 e = sitting 0.077 0.625 0.629 0.627 f = standing 0.002 0.990 0.931 0.959 g = running 0.043 0.602 0.396 0.478 h = walking ------------------------------------------------------- 0.050 0.692 0.687 0.685 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.024 0.764 0.873 0.815 a = climbing down 0.043 0.777 0.514 0.619 b = climbing up 0.000 1.000 0.293 0.453 c = jumping 0.039 0.699 0.681 0.690 d = lying 0.049 0.723 0.832 0.774 e = sitting 0.105 0.522 0.715 0.603 f = standing 0.020 0.883 0.949 0.915 g = running 0.032 0.808 0.807 0.807 h = walking ------------------------------------------------------- 0.045 0.748 0.732 0.727 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.032 0.772 0.868 0.817 a = climbing down 0.153 0.435 0.898 0.586 b = climbing up 0.000 0.992 0.691 0.815 c = jumping 0.008 0.955 0.964 0.959 d = lying 0.056 0.595 0.488 0.536 e = sitting 0.088 0.603 0.804 0.689 f = standing 0.014 0.932 0.847 0.887 g = running 0.004 0.386 0.014 0.028 h = walking ------------------------------------------------------- 0.046 0.688 0.692 0.652 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.058 0.550 0.819 0.658 a = climbing down 0.034 0.654 0.490 0.560 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.042 0.683 0.497 0.575 d = lying 0.051 0.580 0.352 0.438 e = sitting 0.153 0.464 0.826 0.594 f = standing 0.019 0.908 0.979 0.942 g = running 0.020 0.880 0.760 0.815 h = walking ------------------------------------------------------- 0.051 0.697 0.674 0.667 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.913 0.499 0.645 a = climbing down 0.108 0.568 0.834 0.675 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.002 0.976 0.445 0.611 d = lying 0.074 0.602 0.783 0.680 e = sitting 0.116 0.479 0.607 0.536 f = standing 0.005 0.970 0.977 0.973 g = running 0.036 0.771 0.727 0.748 h = walking ------------------------------------------------------- 0.049 0.759 0.702 0.702 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.945 0.891 0.917 a = climbing down 0.029 0.825 0.915 0.868 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.003 0.982 0.984 0.983 d = lying 0.073 0.639 0.856 0.731 e = sitting 0.024 0.793 0.544 0.645 f = standing 0.004 0.979 1.000 0.990 g = running 0.013 0.924 0.871 0.897 h = walking ------------------------------------------------------- 0.021 0.876 0.868 0.866 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.826 0.698 0.756 a = climbing down 0.076 0.638 0.823 0.719 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.992 0.918 0.954 d = lying 0.130 0.463 0.899 0.611 e = sitting 0.021 0.704 0.260 0.380 f = standing 0.003 0.984 0.998 0.991 g = running 0.034 0.771 0.683 0.725 h = walking ------------------------------------------------------- 0.036 0.787 0.753 0.743 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.298 0.164 0.873 0.276 a = climbing down 0.003 0.905 0.172 0.289 b = climbing up 0.080 0.211 0.982 0.348 c = jumping 0.007 0.962 0.941 0.952 d = lying 0.128 0.551 0.899 0.683 e = sitting 0.025 0.660 0.268 0.381 f = standing 0.015 0.836 0.449 0.584 g = running 0.001 0.125 0.001 0.002 h = walking ------------------------------------------------------- 0.047 0.623 0.490 0.462 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.794 0.749 0.771 a = climbing down 0.033 0.742 0.625 0.678 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.980 0.949 0.964 d = lying 0.059 0.695 0.913 0.789 e = sitting 0.020 0.846 0.642 0.730 f = standing 0.000 0.999 0.993 0.996 g = running 0.049 0.769 0.909 0.833 h = walking ------------------------------------------------------- 0.025 0.845 0.838 0.836 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.788 0.759 0.773 a = climbing down 0.157 0.501 0.961 0.659 b = climbing up 0.000 0.982 0.762 0.858 c = jumping 0.032 0.784 0.610 0.686 d = lying 0.070 0.295 0.232 0.260 e = sitting 0.141 0.319 0.431 0.367 f = standing 0.008 0.957 0.996 0.976 g = running 0.004 0.921 0.253 0.397 h = walking ------------------------------------------------------- 0.059 0.680 0.618 0.606 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.090 0.609 0.900 0.726 a = climbing down 0.010 0.591 0.473 0.525 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.086 0.724 0.978 0.832 d = lying 0.001 0.994 0.988 0.991 e = sitting 0.006 0.952 0.575 0.717 f = standing 0.003 0.969 1.000 0.984 g = running 0.012 0.913 0.602 0.725 h = walking ------------------------------------------------------- 0.032 0.856 0.824 0.819 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.085 0.550 0.944 0.695 a = climbing down 0.033 0.741 0.636 0.684 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.038 0.808 0.941 0.869 d = lying 0.023 0.868 0.980 0.921 e = sitting 0.011 0.921 0.754 0.829 f = standing 0.000 0.999 0.883 0.937 g = running 0.014 0.892 0.617 0.729 h = walking ------------------------------------------------------- 0.025 0.847 0.821 0.821 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.074 0.459 0.416 0.437 a = climbing down 0.090 0.634 0.806 0.710 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.017 0.871 0.707 0.780 d = lying 0.062 0.644 0.985 0.779 e = sitting 0.043 0.711 0.728 0.720 f = standing 0.001 0.995 0.758 0.860 g = running 0.030 0.765 0.668 0.713 h = walking ------------------------------------------------------- 0.043 0.748 0.725 0.726 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.168 0.383 0.845 0.527 a = climbing down 0.031 0.755 0.699 0.726 b = climbing up 0.000 1.000 0.815 0.898 c = jumping 0.018 0.811 0.498 0.617 d = lying 0.056 0.683 0.929 0.787 e = sitting 0.079 0.587 0.791 0.674 f = standing 0.005 0.981 0.813 0.889 g = running 0.035 0.147 0.034 0.056 h = walking ------------------------------------------------------- 0.047 0.658 0.655 0.631 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.051 0.695 0.806 0.746 a = climbing down 0.105 0.454 0.595 0.515 b = climbing up 0.000 0.600 1.000 0.750 c = jumping 0.087 0.635 0.790 0.704 d = lying 0.021 0.869 0.969 0.917 e = sitting 0.034 0.689 0.434 0.533 f = standing 0.001 0.997 0.997 0.997 g = running 0.038 0.606 0.351 0.445 h = walking ------------------------------------------------------- 0.047 0.714 0.710 0.700 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.084 0.494 0.663 0.566 a = climbing down 0.075 0.621 0.741 0.675 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.028 0.829 0.759 0.793 d = lying 0.013 0.889 0.767 0.824 e = sitting 0.072 0.650 0.792 0.714 f = standing 0.001 0.996 0.967 0.981 g = running 0.016 0.836 0.473 0.604 h = walking ------------------------------------------------------- 0.039 0.775 0.749 0.751 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.879 0.802 0.839 a = climbing down 0.030 0.838 0.544 0.660 b = climbing up 0.000 1.000 0.056 0.106 c = jumping 0.074 0.515 0.552 0.533 d = lying 0.028 0.838 0.975 0.901 e = sitting 0.122 0.441 0.618 0.515 f = standing 0.027 0.846 0.963 0.901 g = running 0.019 0.884 0.894 0.889 h = walking ------------------------------------------------------- 0.043 0.759 0.731 0.726 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.674 0.777 a = climbing down 0.037 0.751 0.804 0.777 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.022 0.888 0.943 0.915 d = lying 0.020 0.881 0.974 0.925 e = sitting 0.017 0.860 0.805 0.832 f = standing 0.003 0.984 0.904 0.942 g = running 0.046 0.771 0.895 0.828 h = walking ------------------------------------------------------- 0.021 0.874 0.867 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.076 0.467 0.760 0.579 a = climbing down 0.010 0.611 0.125 0.208 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.019 0.809 0.444 0.573 d = lying 0.019 0.888 0.767 0.823 e = sitting 0.128 0.526 0.877 0.658 f = standing 0.006 0.969 0.995 0.982 g = running 0.058 0.756 0.935 0.836 h = walking ------------------------------------------------------- 0.042 0.754 0.724 0.701 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.035 0.745 0.725 0.735 a = climbing down 0.100 0.620 0.906 0.736 b = climbing up 0.006 0.520 0.319 0.395 c = jumping 0.032 0.706 0.455 0.554 d = lying 0.049 0.742 0.925 0.823 e = sitting 0.065 0.498 0.474 0.486 f = standing 0.009 0.951 0.947 0.949 g = running 0.014 0.894 0.694 0.782 h = walking ------------------------------------------------------- 0.042 0.741 0.732 0.725 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.854 0.767 0.808 a = climbing down 0.062 0.686 0.899 0.778 b = climbing up 0.000 1.000 0.696 0.821 c = jumping 0.019 0.889 0.858 0.873 d = lying 0.058 0.688 0.850 0.761 e = sitting 0.042 0.695 0.576 0.630 f = standing 0.009 0.953 0.997 0.975 g = running 0.013 0.913 0.733 0.813 h = walking ------------------------------------------------------- 0.030 0.820 0.810 0.809 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.809 0.682 0.740 a = climbing down 0.126 0.545 0.959 0.695 b = climbing up 0.000 0.989 0.995 0.992 c = jumping 0.006 0.968 0.892 0.929 d = lying 0.077 0.607 0.965 0.746 e = sitting 0.018 0.838 0.520 0.642 f = standing 0.001 0.994 0.996 0.995 g = running 0.008 0.893 0.395 0.548 h = walking ------------------------------------------------------- 0.033 0.827 0.776 0.769 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.200 0.193 0.693 0.302 a = climbing down 0.003 0.896 0.180 0.300 b = climbing up 0.000 0.994 0.976 0.985 c = jumping 0.019 0.895 0.842 0.868 d = lying 0.035 0.827 0.986 0.900 e = sitting 0.017 0.889 0.774 0.827 f = standing 0.045 0.797 1.000 0.887 g = running 0.015 0.830 0.346 0.488 h = walking ------------------------------------------------------- 0.034 0.815 0.698 0.696 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.761 0.624 0.686 a = climbing down 0.214 0.397 0.876 0.546 b = climbing up 0.003 0.854 0.877 0.865 c = jumping 0.041 0.761 0.715 0.737 d = lying 0.021 0.840 0.730 0.781 e = sitting 0.067 0.655 0.777 0.711 f = standing 0.000 1.000 0.869 0.930 g = running 0.018 0.318 0.048 0.084 h = walking ------------------------------------------------------- 0.054 0.679 0.665 0.642 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.023 0.844 0.893 0.868 a = climbing down 0.039 0.772 0.835 0.803 b = climbing up 0.001 0.944 0.869 0.905 c = jumping 0.016 0.891 0.745 0.812 d = lying 0.075 0.436 0.355 0.391 e = sitting 0.133 0.351 0.489 0.409 f = standing 0.005 0.972 0.992 0.982 g = running 0.017 0.890 0.778 0.830 h = walking ------------------------------------------------------- 0.042 0.749 0.732 0.737 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.062 0.700 0.936 0.801 a = climbing down 0.032 0.389 0.667 0.491 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.010 0.957 0.992 0.974 d = lying 0.001 0.995 0.967 0.981 e = sitting 0.008 0.957 0.944 0.950 f = standing 0.001 0.995 0.997 0.996 g = running 0.006 0.951 0.587 0.726 h = walking ------------------------------------------------------- 0.014 0.916 0.893 0.893 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.750 0.885 0.812 a = climbing down 0.067 0.659 0.857 0.745 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.058 0.741 0.986 0.846 d = lying 0.020 0.875 0.920 0.897 e = sitting 0.009 0.912 0.583 0.712 f = standing 0.000 0.999 0.944 0.971 g = running 0.015 0.878 0.592 0.707 h = walking ------------------------------------------------------- 0.027 0.845 0.824 0.820 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.112 0.460 0.626 0.530 a = climbing down 0.113 0.549 0.694 0.613 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.002 0.979 0.662 0.790 d = lying 0.056 0.666 0.963 0.787 e = sitting 0.049 0.658 0.734 0.694 f = standing 0.001 0.995 0.817 0.897 g = running 0.025 0.627 0.286 0.393 h = walking ------------------------------------------------------- 0.049 0.728 0.690 0.689 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.088 0.553 0.912 0.689 a = climbing down 0.043 0.693 0.685 0.689 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.060 0.670 0.797 0.728 d = lying 0.058 0.666 0.880 0.758 e = sitting 0.049 0.597 0.510 0.550 f = standing 0.002 0.991 0.805 0.888 g = running 0.041 0.574 0.314 0.406 h = walking ------------------------------------------------------- 0.042 0.716 0.701 0.693 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.682 0.808 0.740 a = climbing down 0.115 0.481 0.758 0.589 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.074 0.700 0.948 0.805 d = lying 0.055 0.746 0.966 0.842 e = sitting 0.010 0.843 0.295 0.437 f = standing 0.002 0.991 0.999 0.995 g = running 0.018 0.638 0.204 0.309 h = walking ------------------------------------------------------- 0.043 0.743 0.721 0.688 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.077 0.505 0.627 0.560 a = climbing down 0.048 0.677 0.608 0.641 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.021 0.881 0.876 0.879 d = lying 0.030 0.751 0.640 0.691 e = sitting 0.064 0.646 0.724 0.683 f = standing 0.010 0.950 0.961 0.955 g = running 0.079 0.500 0.460 0.479 h = walking ------------------------------------------------------- 0.045 0.719 0.715 0.715 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.060 0.623 0.974 0.760 a = climbing down 0.028 0.819 0.456 0.586 b = climbing up 0.000 1.000 0.230 0.374 c = jumping 0.088 0.526 0.692 0.597 d = lying 0.059 0.706 0.945 0.808 e = sitting 0.114 0.316 0.337 0.326 f = standing 0.019 0.891 0.982 0.934 g = running 0.006 0.946 0.648 0.769 h = walking ------------------------------------------------------- 0.049 0.714 0.675 0.667 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.747 0.848 a = climbing down 0.050 0.693 0.801 0.743 b = climbing up 0.000 1.000 0.865 0.928 c = jumping 0.005 0.972 0.997 0.984 d = lying 0.023 0.883 0.968 0.924 e = sitting 0.015 0.882 0.865 0.873 f = standing 0.004 0.983 0.904 0.942 g = running 0.042 0.770 0.817 0.793 h = walking ------------------------------------------------------- 0.019 0.888 0.879 0.880 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.778 0.782 0.780 a = climbing down 0.140 0.379 0.826 0.519 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.020 0.757 0.342 0.471 d = lying 0.136 0.581 0.902 0.707 e = sitting 0.027 0.826 0.784 0.804 f = standing 0.003 0.984 0.985 0.984 g = running 0.006 0.899 0.284 0.431 h = walking ------------------------------------------------------- 0.047 0.769 0.694 0.679 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.848 0.575 0.685 a = climbing down 0.164 0.475 0.898 0.622 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.009 0.946 0.922 0.934 d = lying 0.054 0.722 0.910 0.805 e = sitting 0.019 0.818 0.616 0.702 f = standing 0.006 0.968 0.988 0.978 g = running 0.021 0.728 0.310 0.435 h = walking ------------------------------------------------------- 0.040 0.794 0.753 0.745 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.776 0.867 0.819 a = climbing down 0.033 0.776 0.733 0.754 b = climbing up 0.000 0.974 0.902 0.937 c = jumping 0.001 0.993 0.990 0.992 d = lying 0.053 0.735 0.937 0.824 e = sitting 0.012 0.896 0.659 0.759 f = standing 0.002 0.992 0.997 0.994 g = running 0.021 0.884 0.857 0.870 h = walking ------------------------------------------------------- 0.020 0.875 0.869 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.833 0.771 0.801 a = climbing down 0.101 0.597 0.843 0.699 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.977 0.983 d = lying 0.087 0.588 0.965 0.731 e = sitting 0.007 0.903 0.427 0.580 f = standing 0.001 0.997 0.999 0.998 g = running 0.025 0.771 0.483 0.594 h = walking ------------------------------------------------------- 0.032 0.825 0.790 0.783 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.140 0.620 0.229 a = climbing down 0.001 0.965 0.255 0.404 b = climbing up 0.000 0.985 0.993 0.989 c = jumping 0.000 0.999 0.708 0.829 d = lying 0.012 0.938 0.967 0.952 e = sitting 0.052 0.748 0.979 0.848 f = standing 0.053 0.774 0.999 0.873 g = running 0.000 0.976 0.062 0.117 h = walking ------------------------------------------------------- 0.034 0.857 0.656 0.641 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.830 0.723 0.773 a = climbing down 0.135 0.495 0.862 0.629 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.916 0.970 0.942 d = lying 0.025 0.846 0.817 0.831 e = sitting 0.025 0.843 0.823 0.833 f = standing 0.001 0.995 0.995 0.995 g = running 0.014 0.804 0.342 0.479 h = walking ------------------------------------------------------- 0.031 0.828 0.798 0.792 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.765 0.845 a = climbing down 0.102 0.591 0.953 0.730 b = climbing up 0.000 0.979 0.959 0.969 c = jumping 0.014 0.918 0.895 0.906 d = lying 0.057 0.523 0.341 0.413 e = sitting 0.122 0.398 0.560 0.465 f = standing 0.004 0.978 0.980 0.979 g = running 0.011 0.905 0.585 0.711 h = walking ------------------------------------------------------- 0.043 0.759 0.727 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.107 0.580 0.952 0.721 a = climbing down 0.006 0.702 0.495 0.580 b = climbing up 0.000 0.987 0.974 0.980 c = jumping 0.027 0.893 0.987 0.938 d = lying 0.002 0.992 0.985 0.988 e = sitting 0.005 0.974 0.861 0.914 f = standing 0.002 0.984 0.997 0.991 g = running 0.006 0.944 0.524 0.674 h = walking ------------------------------------------------------- 0.022 0.898 0.867 0.864 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.945 0.884 a = climbing down 0.041 0.729 0.731 0.730 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.028 0.855 0.964 0.906 d = lying 0.031 0.806 0.857 0.831 e = sitting 0.013 0.910 0.796 0.849 f = standing 0.013 0.931 0.865 0.897 g = running 0.026 0.853 0.794 0.822 h = walking ------------------------------------------------------- 0.024 0.853 0.850 0.850 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.096 0.459 0.539 0.496 a = climbing down 0.103 0.631 0.906 0.744 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.008 0.934 0.664 0.776 d = lying 0.097 0.540 0.991 0.699 e = sitting 0.037 0.748 0.763 0.755 f = standing 0.002 0.990 0.654 0.787 g = running 0.006 0.899 0.374 0.528 h = walking ------------------------------------------------------- 0.046 0.766 0.699 0.697 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.081 0.519 0.710 0.599 a = climbing down 0.100 0.564 0.932 0.703 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.008 0.921 0.563 0.699 d = lying 0.060 0.653 0.875 0.748 e = sitting 0.079 0.569 0.733 0.641 f = standing 0.001 0.995 0.826 0.902 g = running 0.010 0.816 0.260 0.394 h = walking ------------------------------------------------------- 0.041 0.762 0.702 0.692 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.041 0.728 0.819 0.771 a = climbing down 0.132 0.389 0.586 0.467 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.020 0.871 0.766 0.815 d = lying 0.031 0.839 0.967 0.898 e = sitting 0.031 0.816 0.782 0.799 f = standing 0.000 0.998 0.998 0.998 g = running 0.033 0.516 0.224 0.313 h = walking ------------------------------------------------------- 0.038 0.756 0.749 0.741 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.026 0.749 0.610 0.673 a = climbing down 0.083 0.633 0.881 0.737 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.015 0.903 0.835 0.867 d = lying 0.030 0.785 0.783 0.784 e = sitting 0.056 0.704 0.771 0.736 f = standing 0.001 0.996 0.963 0.979 g = running 0.018 0.867 0.681 0.763 h = walking ------------------------------------------------------- 0.032 0.816 0.802 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.847 0.818 0.832 a = climbing down 0.026 0.832 0.446 0.581 b = climbing up 0.000 1.000 0.408 0.580 c = jumping 0.051 0.575 0.525 0.549 d = lying 0.039 0.791 0.971 0.872 e = sitting 0.134 0.448 0.689 0.543 f = standing 0.017 0.902 0.961 0.931 g = running 0.033 0.825 0.915 0.868 h = walking ------------------------------------------------------- 0.043 0.758 0.729 0.723 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.884 0.845 0.864 a = climbing down 0.030 0.774 0.749 0.762 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.015 0.922 0.965 0.943 d = lying 0.011 0.936 0.918 0.927 e = sitting 0.021 0.847 0.884 0.865 f = standing 0.000 0.999 0.939 0.968 g = running 0.032 0.825 0.887 0.855 h = walking ------------------------------------------------------- 0.016 0.895 0.894 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.142 0.363 0.934 0.523 a = climbing down 0.007 0.726 0.140 0.235 b = climbing up 0.001 0.954 0.807 0.874 c = jumping 0.011 0.869 0.385 0.534 d = lying 0.029 0.712 0.350 0.469 e = sitting 0.214 0.412 0.941 0.573 f = standing 0.008 0.961 0.971 0.966 g = running 0.021 0.856 0.659 0.745 h = walking ------------------------------------------------------- 0.053 0.738 0.621 0.605 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.669 0.784 a = climbing down 0.071 0.707 0.959 0.814 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.004 0.946 0.418 0.580 d = lying 0.033 0.812 0.932 0.868 e = sitting 0.096 0.529 0.794 0.635 f = standing 0.001 0.992 0.985 0.989 g = running 0.020 0.873 0.790 0.830 h = walking ------------------------------------------------------- 0.031 0.840 0.801 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.888 0.921 a = climbing down 0.024 0.852 0.899 0.875 b = climbing up 0.000 0.993 0.863 0.924 c = jumping 0.011 0.942 0.975 0.958 d = lying 0.050 0.741 0.951 0.833 e = sitting 0.011 0.908 0.630 0.744 f = standing 0.004 0.979 0.999 0.989 g = running 0.019 0.900 0.912 0.906 h = walking ------------------------------------------------------- 0.017 0.901 0.894 0.892 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.876 0.676 0.763 a = climbing down 0.083 0.639 0.907 0.749 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.005 0.974 0.931 0.952 d = lying 0.097 0.550 0.954 0.697 e = sitting 0.013 0.859 0.418 0.562 f = standing 0.003 0.986 0.998 0.992 g = running 0.022 0.833 0.661 0.737 h = walking ------------------------------------------------------- 0.030 0.835 0.797 0.792 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.253 0.142 0.612 0.230 a = climbing down 0.006 0.857 0.232 0.365 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.005 0.975 0.934 0.954 d = lying 0.016 0.914 0.975 0.943 e = sitting 0.009 0.948 0.921 0.934 f = standing 0.038 0.822 1.000 0.902 g = running 0.004 0.873 0.121 0.213 h = walking ------------------------------------------------------- 0.028 0.853 0.697 0.692 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.884 0.702 0.782 a = climbing down 0.056 0.687 0.822 0.748 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.944 0.888 0.915 d = lying 0.016 0.878 0.757 0.813 e = sitting 0.050 0.744 0.883 0.807 f = standing 0.000 0.998 0.998 0.998 g = running 0.032 0.815 0.798 0.807 h = walking ------------------------------------------------------- 0.024 0.858 0.849 0.850 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.053 0.691 0.841 0.759 a = climbing down 0.008 0.780 0.172 0.282 b = climbing up 0.000 0.991 0.774 0.869 c = jumping 0.027 0.822 0.658 0.731 d = lying 0.070 0.385 0.349 0.366 e = sitting 0.125 0.401 0.518 0.452 f = standing 0.004 0.975 0.906 0.939 g = running 0.129 0.573 0.935 0.710 h = walking ------------------------------------------------------- 0.058 0.680 0.642 0.623 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.140 0.512 0.946 0.664 a = climbing down 0.029 0.269 0.355 0.306 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.983 0.978 0.981 d = lying 0.015 0.917 0.735 0.816 e = sitting 0.063 0.741 0.911 0.817 f = standing 0.000 0.998 1.000 0.999 g = running 0.005 0.912 0.262 0.407 h = walking ------------------------------------------------------- 0.035 0.836 0.778 0.764 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.086 0.534 0.904 0.671 a = climbing down 0.101 0.565 0.841 0.676 b = climbing up 0.000 1.000 0.023 0.044 c = jumping 0.053 0.757 0.968 0.849 d = lying 0.025 0.794 0.622 0.697 e = sitting 0.072 0.583 0.624 0.603 f = standing 0.011 0.937 0.842 0.887 g = running 0.006 0.876 0.220 0.351 h = walking ------------------------------------------------------- 0.046 0.744 0.691 0.665 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.089 0.517 0.622 0.565 a = climbing down 0.075 0.644 0.684 0.663 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.009 0.934 0.786 0.853 d = lying 0.063 0.644 0.981 0.778 e = sitting 0.030 0.749 0.694 0.720 f = standing 0.001 0.997 0.793 0.883 g = running 0.017 0.860 0.726 0.787 h = walking ------------------------------------------------------- 0.038 0.784 0.754 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.050 0.654 0.826 0.730 a = climbing down 0.023 0.793 0.624 0.699 b = climbing up 0.000 1.000 0.768 0.869 c = jumping 0.088 0.564 0.771 0.651 d = lying 0.096 0.576 0.937 0.713 e = sitting 0.040 0.573 0.339 0.426 f = standing 0.005 0.974 0.688 0.806 g = running 0.053 0.688 0.688 0.688 h = walking ------------------------------------------------------- 0.045 0.722 0.690 0.686 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.066 0.619 0.800 0.698 a = climbing down 0.103 0.446 0.564 0.498 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.980 0.919 0.949 d = lying 0.016 0.896 0.963 0.928 e = sitting 0.015 0.911 0.908 0.910 f = standing 0.001 0.997 1.000 0.998 g = running 0.035 0.597 0.311 0.409 h = walking ------------------------------------------------------- 0.031 0.796 0.791 0.784 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.005 0.915 0.416 0.572 a = climbing down 0.146 0.514 0.910 0.657 b = climbing up 0.007 0.681 1.000 0.810 c = jumping 0.015 0.871 0.551 0.675 d = lying 0.018 0.793 0.506 0.618 e = sitting 0.141 0.493 0.860 0.627 f = standing 0.005 0.972 0.917 0.944 g = running 0.021 0.814 0.534 0.645 h = walking ------------------------------------------------------- 0.050 0.768 0.691 0.690 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.067 0.590 0.923 0.720 a = climbing down 0.020 0.859 0.427 0.571 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.043 0.579 0.391 0.467 d = lying 0.067 0.487 0.430 0.457 e = sitting 0.218 0.282 0.555 0.374 f = standing 0.032 0.826 0.982 0.897 g = running 0.019 0.866 0.739 0.798 h = walking ------------------------------------------------------- 0.058 0.561 0.556 0.535 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.929 0.385 0.544 a = climbing down 0.088 0.543 0.773 0.638 b = climbing up 0.000 1.000 0.736 0.848 c = jumping 0.038 0.816 0.997 0.898 d = lying 0.069 0.587 0.666 0.624 e = sitting 0.062 0.618 0.597 0.608 f = standing 0.007 0.963 0.764 0.852 g = running 0.061 0.670 0.735 0.701 h = walking ------------------------------------------------------- 0.044 0.749 0.716 0.713 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.019 0.802 0.857 0.829 a = climbing down 0.032 0.717 0.793 0.753 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.027 0.847 0.738 0.789 d = lying 0.020 0.881 0.753 0.812 e = sitting 0.082 0.619 0.815 0.704 f = standing 0.005 0.976 1.000 0.988 g = running 0.008 0.952 0.856 0.901 h = walking ------------------------------------------------------- 0.026 0.846 0.832 0.835 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.923 0.552 0.691 a = climbing down 0.091 0.581 0.800 0.673 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.008 0.956 0.957 0.956 d = lying 0.046 0.736 0.872 0.798 e = sitting 0.020 0.856 0.708 0.775 f = standing 0.004 0.981 0.997 0.989 g = running 0.049 0.708 0.694 0.701 h = walking ------------------------------------------------------- 0.031 0.827 0.807 0.808 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.073 0.589 0.905 0.714 a = climbing down 0.036 0.741 0.661 0.699 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.001 0.994 0.988 0.991 d = lying 0.078 0.584 0.709 0.641 e = sitting 0.048 0.628 0.514 0.565 f = standing 0.003 0.983 0.999 0.991 g = running 0.009 0.931 0.674 0.782 h = walking ------------------------------------------------------- 0.032 0.801 0.782 0.783 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.789 0.478 0.596 a = climbing down 0.159 0.489 0.917 0.638 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.986 0.929 0.956 d = lying 0.014 0.781 0.394 0.524 e = sitting 0.091 0.604 0.899 0.723 f = standing 0.001 0.993 1.000 0.997 g = running 0.017 0.789 0.359 0.493 h = walking ------------------------------------------------------- 0.042 0.791 0.740 0.728 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.227 0.205 0.844 0.329 a = climbing down 0.003 0.838 0.103 0.183 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.000 1.000 0.531 0.693 d = lying 0.119 0.589 0.981 0.736 e = sitting 0.085 0.374 0.316 0.343 f = standing 0.022 0.891 0.994 0.939 g = running 0.023 0.742 0.301 0.428 h = walking ------------------------------------------------------- 0.052 0.716 0.572 0.557 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.096 0.478 0.734 0.579 a = climbing down 0.120 0.515 0.817 0.632 b = climbing up 0.000 1.000 0.695 0.820 c = jumping 0.041 0.798 0.930 0.859 d = lying 0.014 0.852 0.530 0.654 e = sitting 0.063 0.690 0.793 0.738 f = standing 0.007 0.961 0.979 0.970 g = running 0.011 0.493 0.063 0.111 h = walking ------------------------------------------------------- 0.047 0.701 0.694 0.658 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.577 0.721 a = climbing down 0.099 0.613 0.966 0.750 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.017 0.868 0.579 0.695 d = lying 0.053 0.406 0.291 0.339 e = sitting 0.157 0.375 0.584 0.457 f = standing 0.005 0.974 0.986 0.980 g = running 0.013 0.919 0.783 0.846 h = walking ------------------------------------------------------- 0.047 0.751 0.701 0.705 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.126 0.536 0.937 0.682 a = climbing down 0.013 0.414 0.296 0.345 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.012 0.950 0.949 0.950 d = lying 0.014 0.940 0.977 0.958 e = sitting 0.008 0.958 0.889 0.922 f = standing 0.005 0.954 1.000 0.977 g = running 0.008 0.923 0.434 0.590 h = walking ------------------------------------------------------- 0.025 0.875 0.841 0.835 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.950 0.945 a = climbing down 0.036 0.790 0.869 0.828 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.062 0.687 0.820 0.748 d = lying 0.030 0.833 0.991 0.905 e = sitting 0.029 0.773 0.602 0.677 f = standing 0.000 0.999 0.846 0.916 g = running 0.025 0.862 0.809 0.834 h = walking ------------------------------------------------------- 0.026 0.845 0.838 0.837 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.180 0.336 0.612 0.434 a = climbing down 0.112 0.498 0.555 0.525 b = climbing up 0.000 1.000 0.702 0.825 c = jumping 0.032 0.762 0.639 0.695 d = lying 0.136 0.451 0.991 0.620 e = sitting 0.038 0.618 0.418 0.499 f = standing 0.006 0.953 0.495 0.652 g = running 0.001 0.973 0.312 0.472 h = walking ------------------------------------------------------- 0.067 0.680 0.561 0.565 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.049 0.627 0.680 0.653 a = climbing down 0.065 0.638 0.840 0.725 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.016 0.865 0.666 0.752 d = lying 0.071 0.627 0.865 0.727 e = sitting 0.055 0.693 0.799 0.742 f = standing 0.013 0.944 0.757 0.840 g = running 0.016 0.868 0.641 0.737 h = walking ------------------------------------------------------- 0.036 0.781 0.751 0.755 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.074 0.619 0.842 0.713 a = climbing down 0.100 0.382 0.424 0.402 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.031 0.848 0.870 0.859 d = lying 0.030 0.816 0.923 0.866 e = sitting 0.030 0.796 0.677 0.732 f = standing 0.002 0.992 0.999 0.996 g = running 0.042 0.565 0.328 0.415 h = walking ------------------------------------------------------- 0.041 0.733 0.733 0.725 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.045 0.612 0.563 0.587 a = climbing down 0.052 0.699 0.734 0.716 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.015 0.866 0.573 0.690 d = lying 0.020 0.821 0.648 0.724 e = sitting 0.118 0.556 0.850 0.672 f = standing 0.004 0.982 0.954 0.968 g = running 0.023 0.870 0.886 0.878 h = walking ------------------------------------------------------- 0.038 0.785 0.762 0.763 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.023 0.779 0.769 0.774 a = climbing down 0.026 0.837 0.468 0.600 b = climbing up 0.000 1.000 0.224 0.366 c = jumping 0.041 0.635 0.545 0.587 d = lying 0.033 0.804 0.910 0.854 e = sitting 0.133 0.456 0.708 0.555 f = standing 0.023 0.871 0.967 0.916 g = running 0.040 0.793 0.924 0.853 h = walking ------------------------------------------------------- 0.044 0.753 0.725 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.878 0.785 0.829 a = climbing down 0.031 0.768 0.774 0.771 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.007 0.960 0.975 0.967 d = lying 0.020 0.868 0.899 0.883 e = sitting 0.021 0.879 0.882 0.881 f = standing 0.000 0.999 0.953 0.975 g = running 0.037 0.796 0.864 0.829 h = walking ------------------------------------------------------- 0.017 0.889 0.887 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.184 0.314 0.964 0.474 a = climbing down 0.002 0.835 0.083 0.151 b = climbing up 0.000 1.000 0.376 0.546 c = jumping 0.139 0.420 0.511 0.461 d = lying 0.046 0.709 0.578 0.637 e = sitting 0.092 0.412 0.399 0.405 f = standing 0.017 0.919 0.993 0.955 g = running 0.019 0.827 0.485 0.611 h = walking ------------------------------------------------------- 0.064 0.662 0.565 0.554 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.097 0.560 0.909 0.693 a = climbing down 0.015 0.843 0.464 0.598 b = climbing up 0.000 1.000 0.600 0.750 c = jumping 0.032 0.722 0.476 0.574 d = lying 0.049 0.631 0.576 0.602 e = sitting 0.140 0.414 0.591 0.487 f = standing 0.010 0.948 0.991 0.969 g = running 0.050 0.685 0.652 0.669 h = walking ------------------------------------------------------- 0.053 0.700 0.661 0.660 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.758 0.847 a = climbing down 0.102 0.588 0.970 0.732 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.013 0.932 0.955 0.943 d = lying 0.092 0.561 0.792 0.657 e = sitting 0.031 0.681 0.396 0.501 f = standing 0.004 0.978 1.000 0.989 g = running 0.004 0.961 0.591 0.732 h = walking ------------------------------------------------------- 0.033 0.819 0.783 0.778 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.817 0.665 0.733 a = climbing down 0.119 0.557 0.954 0.703 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.002 0.989 0.833 0.904 d = lying 0.082 0.561 0.843 0.673 e = sitting 0.042 0.707 0.524 0.602 f = standing 0.007 0.966 0.998 0.982 g = running 0.007 0.920 0.471 0.623 h = walking ------------------------------------------------------- 0.036 0.806 0.761 0.759 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.195 0.229 0.838 0.359 a = climbing down 0.003 0.873 0.144 0.247 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.001 0.996 0.951 0.973 d = lying 0.160 0.511 0.993 0.675 e = sitting 0.005 0.827 0.140 0.239 f = standing 0.019 0.902 0.998 0.948 g = running 0.034 0.702 0.376 0.490 h = walking ------------------------------------------------------- 0.046 0.769 0.629 0.597 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.791 0.757 0.774 a = climbing down 0.137 0.468 0.807 0.592 b = climbing up 0.001 0.962 0.994 0.978 c = jumping 0.042 0.792 0.884 0.836 d = lying 0.013 0.834 0.438 0.574 e = sitting 0.091 0.607 0.768 0.678 f = standing 0.001 0.992 0.951 0.971 g = running 0.019 0.763 0.349 0.479 h = walking ------------------------------------------------------- 0.045 0.757 0.718 0.711 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.748 0.843 a = climbing down 0.056 0.709 0.871 0.781 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.019 0.688 0.227 0.341 d = lying 0.112 0.413 0.491 0.449 e = sitting 0.201 0.145 0.220 0.175 f = standing 0.002 0.989 0.984 0.986 g = running 0.029 0.844 0.871 0.857 h = walking ------------------------------------------------------- 0.058 0.687 0.636 0.639 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.078 0.657 0.966 0.782 a = climbing down 0.007 0.511 0.247 0.333 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.996 0.988 0.992 d = lying 0.017 0.929 0.972 0.950 e = sitting 0.007 0.964 0.907 0.934 f = standing 0.002 0.986 1.000 0.993 g = running 0.004 0.974 0.709 0.820 h = walking ------------------------------------------------------- 0.016 0.914 0.900 0.898 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.964 0.948 a = climbing down 0.024 0.823 0.733 0.775 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.037 0.815 0.992 0.895 d = lying 0.017 0.884 0.889 0.887 e = sitting 0.015 0.897 0.753 0.819 f = standing 0.003 0.985 0.941 0.962 g = running 0.038 0.809 0.871 0.839 h = walking ------------------------------------------------------- 0.020 0.881 0.878 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.664 0.586 0.622 a = climbing down 0.095 0.651 0.910 0.759 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.947 0.789 0.861 d = lying 0.072 0.607 0.965 0.746 e = sitting 0.029 0.743 0.648 0.692 f = standing 0.001 0.996 0.809 0.893 g = running 0.007 0.936 0.688 0.793 h = walking ------------------------------------------------------- 0.034 0.813 0.778 0.782 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.029 0.762 0.801 0.781 a = climbing down 0.033 0.774 0.812 0.793 b = climbing up 0.000 0.993 0.967 0.980 c = jumping 0.069 0.647 0.859 0.738 d = lying 0.050 0.710 0.876 0.784 e = sitting 0.039 0.658 0.480 0.555 f = standing 0.005 0.981 0.828 0.898 g = running 0.026 0.835 0.778 0.806 h = walking ------------------------------------------------------- 0.032 0.793 0.781 0.780 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.056 0.664 0.865 0.751 a = climbing down 0.075 0.453 0.447 0.450 b = climbing up 0.000 0.975 0.975 0.975 c = jumping 0.013 0.931 0.921 0.926 d = lying 0.045 0.737 0.747 0.742 e = sitting 0.055 0.688 0.680 0.684 f = standing 0.002 0.988 0.998 0.993 g = running 0.044 0.625 0.474 0.539 h = walking ------------------------------------------------------- 0.038 0.747 0.748 0.745 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.021 0.783 0.606 0.683 a = climbing down 0.058 0.713 0.868 0.783 b = climbing up 0.003 0.848 1.000 0.918 c = jumping 0.006 0.959 0.874 0.914 d = lying 0.042 0.683 0.634 0.657 e = sitting 0.071 0.636 0.758 0.692 f = standing 0.000 0.999 0.930 0.963 g = running 0.025 0.854 0.846 0.850 h = walking ------------------------------------------------------- 0.031 0.814 0.804 0.805 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.817 0.846 a = climbing down 0.034 0.821 0.558 0.664 b = climbing up 0.000 1.000 0.293 0.453 c = jumping 0.050 0.596 0.563 0.579 d = lying 0.032 0.799 0.860 0.829 e = sitting 0.122 0.473 0.702 0.565 f = standing 0.019 0.888 0.981 0.932 g = running 0.031 0.829 0.874 0.851 h = walking ------------------------------------------------------- 0.042 0.764 0.741 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.819 0.901 0.858 a = climbing down 0.027 0.807 0.837 0.822 b = climbing up 0.001 0.961 0.994 0.977 c = jumping 0.004 0.977 0.985 0.981 d = lying 0.036 0.762 0.684 0.721 e = sitting 0.059 0.711 0.861 0.779 f = standing 0.000 0.999 0.850 0.918 g = running 0.017 0.897 0.865 0.881 h = walking ------------------------------------------------------- 0.022 0.863 0.856 0.857 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.693 0.949 0.801 a = climbing down 0.044 0.616 0.690 0.651 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.007 0.958 0.753 0.843 d = lying 0.035 0.661 0.329 0.439 e = sitting 0.156 0.485 0.909 0.633 f = standing 0.003 0.984 0.987 0.986 g = running 0.007 0.950 0.710 0.812 h = walking ------------------------------------------------------- 0.038 0.792 0.749 0.745 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.742 0.827 a = climbing down 0.074 0.646 0.880 0.745 b = climbing up 0.000 0.991 0.706 0.825 c = jumping 0.005 0.973 0.923 0.948 d = lying 0.042 0.728 0.779 0.752 e = sitting 0.042 0.763 0.750 0.757 f = standing 0.007 0.962 0.993 0.977 g = running 0.019 0.863 0.731 0.791 h = walking ------------------------------------------------------- 0.027 0.846 0.832 0.833 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.031 0.776 0.933 0.847 a = climbing down 0.062 0.665 0.789 0.722 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.000 0.999 0.989 0.994 d = lying 0.067 0.654 0.809 0.723 e = sitting 0.032 0.736 0.577 0.647 f = standing 0.004 0.980 0.999 0.990 g = running 0.009 0.935 0.652 0.768 h = walking ------------------------------------------------------- 0.027 0.835 0.822 0.820 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.648 0.390 0.487 a = climbing down 0.177 0.438 0.813 0.569 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.988 0.949 0.968 d = lying 0.124 0.488 0.910 0.635 e = sitting 0.019 0.612 0.195 0.296 f = standing 0.001 0.995 0.999 0.997 g = running 0.024 0.699 0.310 0.430 h = walking ------------------------------------------------------- 0.049 0.722 0.676 0.654 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.199 0.228 0.881 0.362 a = climbing down 0.005 0.910 0.262 0.407 b = climbing up 0.000 0.992 0.978 0.985 c = jumping 0.000 1.000 0.915 0.955 d = lying 0.101 0.632 0.964 0.764 e = sitting 0.019 0.749 0.373 0.498 f = standing 0.022 0.887 0.999 0.940 g = running 0.006 0.939 0.441 0.600 h = walking ------------------------------------------------------- 0.036 0.821 0.683 0.683 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.165 0.350 0.744 0.476 a = climbing down 0.048 0.656 0.612 0.633 b = climbing up 0.000 1.000 0.877 0.934 c = jumping 0.029 0.852 0.939 0.893 d = lying 0.018 0.707 0.304 0.425 e = sitting 0.099 0.594 0.811 0.686 f = standing 0.012 0.943 1.000 0.971 g = running 0.028 0.294 0.066 0.108 h = walking ------------------------------------------------------- 0.052 0.649 0.652 0.619 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.265 0.319 0.902 0.471 a = climbing down 0.051 0.759 0.868 0.810 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.008 0.958 0.980 0.969 d = lying 0.090 0.337 0.372 0.354 e = sitting 0.076 0.401 0.342 0.369 f = standing 0.007 0.902 0.384 0.538 g = running 0.003 0.731 0.040 0.075 h = walking ------------------------------------------------------- 0.062 0.666 0.563 0.531 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.078 0.473 0.504 0.488 a = climbing down 0.003 0.892 0.178 0.297 b = climbing up 0.000 0.994 0.970 0.982 c = jumping 0.067 0.537 0.495 0.515 d = lying 0.000 0.998 0.917 0.956 e = sitting 0.080 0.569 0.605 0.587 f = standing 0.097 0.647 0.999 0.785 g = running 0.086 0.573 0.643 0.606 h = walking ------------------------------------------------------- 0.059 0.677 0.647 0.627 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.101 0.517 0.821 0.634 a = climbing down 0.071 0.647 0.876 0.744 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.974 0.923 0.948 d = lying 0.017 0.904 0.970 0.936 e = sitting 0.013 0.905 0.945 0.925 f = standing 0.003 0.986 0.923 0.953 g = running 0.016 0.686 0.194 0.302 h = walking ------------------------------------------------------- 0.029 0.818 0.802 0.782 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.545 0.196 0.288 a = climbing down 0.129 0.592 0.963 0.733 b = climbing up 0.000 0.986 0.967 0.976 c = jumping 0.003 0.978 0.809 0.885 d = lying 0.069 0.621 0.985 0.762 e = sitting 0.027 0.817 0.824 0.820 f = standing 0.001 0.993 0.693 0.816 g = running 0.041 0.730 0.770 0.750 h = walking ------------------------------------------------------- 0.041 0.771 0.745 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.179 0.378 0.890 0.531 a = climbing down 0.020 0.840 0.770 0.803 b = climbing up 0.000 1.000 0.099 0.181 c = jumping 0.015 0.868 0.646 0.740 d = lying 0.071 0.622 0.901 0.736 e = sitting 0.064 0.615 0.723 0.665 f = standing 0.021 0.920 0.810 0.861 g = running 0.017 0.166 0.019 0.034 h = walking ------------------------------------------------------- 0.047 0.660 0.660 0.627 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.066 0.635 0.792 0.705 a = climbing down 0.106 0.506 0.754 0.606 b = climbing up 0.000 0.250 0.333 0.286 c = jumping 0.051 0.742 0.796 0.768 d = lying 0.016 0.896 0.970 0.932 e = sitting 0.034 0.756 0.618 0.680 f = standing 0.003 0.986 0.995 0.990 g = running 0.015 0.814 0.345 0.484 h = walking ------------------------------------------------------- 0.039 0.772 0.749 0.740 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.118 0.476 0.729 0.576 a = climbing down 0.029 0.792 0.662 0.721 b = climbing up 0.000 0.981 0.969 0.975 c = jumping 0.026 0.829 0.914 0.870 d = lying 0.017 0.869 0.757 0.809 e = sitting 0.043 0.760 0.791 0.775 f = standing 0.004 0.980 0.970 0.975 g = running 0.029 0.737 0.505 0.599 h = walking ------------------------------------------------------- 0.036 0.790 0.769 0.771 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.657 0.495 0.565 a = climbing down 0.105 0.601 0.510 0.551 b = climbing up 0.002 0.884 0.944 0.913 c = jumping 0.067 0.579 0.665 0.619 d = lying 0.014 0.914 0.946 0.930 e = sitting 0.082 0.583 0.725 0.647 f = standing 0.062 0.125 0.058 0.079 g = running 0.145 0.389 0.589 0.469 h = walking ------------------------------------------------------- 0.076 0.557 0.576 0.559 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.023 0.794 0.669 0.726 a = climbing down 0.101 0.531 0.822 0.645 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.047 0.783 0.963 0.864 d = lying 0.037 0.791 0.920 0.851 e = sitting 0.021 0.809 0.682 0.740 f = standing 0.006 0.969 0.797 0.875 g = running 0.033 0.724 0.490 0.584 h = walking ------------------------------------------------------- 0.036 0.789 0.767 0.766 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.175 0.352 0.787 0.486 a = climbing down 0.016 0.619 0.210 0.313 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.019 0.752 0.317 0.446 d = lying 0.025 0.875 0.932 0.903 e = sitting 0.116 0.525 0.811 0.638 f = standing 0.027 0.872 0.996 0.930 g = running 0.004 0.954 0.466 0.627 h = walking ------------------------------------------------------- 0.048 0.738 0.666 0.651 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.055 0.552 0.526 0.539 a = climbing down 0.065 0.691 0.821 0.750 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.006 0.895 0.306 0.456 d = lying 0.036 0.805 0.908 0.853 e = sitting 0.107 0.498 0.819 0.620 f = standing 0.003 0.979 0.806 0.884 g = running 0.040 0.808 0.846 0.827 h = walking ------------------------------------------------------- 0.041 0.768 0.730 0.721 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.626 0.738 a = climbing down 0.092 0.608 0.933 0.736 b = climbing up 0.000 0.993 0.841 0.911 c = jumping 0.010 0.943 0.952 0.948 d = lying 0.052 0.699 0.808 0.749 e = sitting 0.034 0.751 0.623 0.681 f = standing 0.013 0.931 0.998 0.964 g = running 0.014 0.892 0.656 0.756 h = walking ------------------------------------------------------- 0.031 0.826 0.805 0.803 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.097 0.492 0.833 0.618 a = climbing down 0.061 0.644 0.765 0.699 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.004 0.977 0.925 0.950 d = lying 0.098 0.654 0.936 0.770 e = sitting 0.013 0.835 0.390 0.531 f = standing 0.021 0.890 0.999 0.941 g = running 0.010 0.851 0.310 0.455 h = walking ------------------------------------------------------- 0.041 0.781 0.737 0.718 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.128 0.281 0.703 0.401 a = climbing down 0.003 0.944 0.386 0.548 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.017 0.913 0.908 0.911 d = lying 0.030 0.849 0.995 0.917 e = sitting 0.008 0.942 0.781 0.854 f = standing 0.143 0.566 0.999 0.723 g = running 0.002 0.946 0.165 0.281 h = walking ------------------------------------------------------- 0.040 0.823 0.709 0.687 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.077 0.388 0.352 0.369 a = climbing down 0.131 0.502 0.847 0.630 b = climbing up 0.024 0.450 0.945 0.610 c = jumping 0.008 0.955 0.929 0.942 d = lying 0.007 0.908 0.483 0.631 e = sitting 0.089 0.625 0.947 0.753 f = standing 0.001 0.988 0.337 0.502 g = running 0.082 0.532 0.502 0.516 h = walking ------------------------------------------------------- 0.055 0.703 0.636 0.624 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.060 0.668 0.889 0.763 a = climbing down 0.031 0.828 0.826 0.827 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.014 0.924 0.981 0.951 d = lying 0.098 0.408 0.425 0.416 e = sitting 0.081 0.348 0.300 0.322 f = standing 0.003 0.978 0.855 0.912 g = running 0.018 0.882 0.779 0.828 h = walking ------------------------------------------------------- 0.041 0.739 0.735 0.734 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.156 0.458 0.940 0.616 a = climbing down 0.021 0.736 0.418 0.533 b = climbing up 0.001 0.935 0.981 0.958 c = jumping 0.014 0.921 0.984 0.951 d = lying 0.001 0.996 0.990 0.993 e = sitting 0.004 0.975 0.910 0.941 f = standing 0.001 0.993 0.989 0.991 g = running 0.014 0.852 0.429 0.571 h = walking ------------------------------------------------------- 0.026 0.861 0.816 0.812 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.053 0.667 0.864 0.753 a = climbing down 0.137 0.512 0.944 0.664 b = climbing up 0.003 0.881 0.989 0.932 c = jumping 0.005 0.972 0.980 0.976 d = lying 0.023 0.871 0.955 0.911 e = sitting 0.008 0.931 0.823 0.874 f = standing 0.002 0.989 0.969 0.979 g = running 0.005 0.699 0.066 0.120 h = walking ------------------------------------------------------- 0.030 0.817 0.794 0.753 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.784 0.364 0.497 a = climbing down 0.155 0.550 0.957 0.699 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.003 0.980 0.849 0.910 d = lying 0.047 0.703 0.947 0.807 e = sitting 0.025 0.800 0.763 0.781 f = standing 0.001 0.994 0.843 0.912 g = running 0.021 0.811 0.608 0.695 h = walking ------------------------------------------------------- 0.039 0.814 0.771 0.767 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.160 0.393 0.872 0.542 a = climbing down 0.033 0.772 0.796 0.784 b = climbing up 0.000 1.000 0.344 0.512 c = jumping 0.021 0.844 0.758 0.798 d = lying 0.091 0.555 0.867 0.676 e = sitting 0.055 0.627 0.643 0.635 f = standing 0.015 0.935 0.709 0.806 g = running 0.021 0.349 0.064 0.108 h = walking ------------------------------------------------------- 0.048 0.676 0.651 0.628 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.018 0.826 0.697 0.756 a = climbing down 0.116 0.502 0.857 0.633 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.020 0.886 0.896 0.891 d = lying 0.024 0.875 0.966 0.918 e = sitting 0.020 0.868 0.748 0.803 f = standing 0.001 0.995 0.997 0.996 g = running 0.014 0.861 0.488 0.623 h = walking ------------------------------------------------------- 0.028 0.845 0.815 0.815 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.197 0.354 0.719 0.474 a = climbing down 0.040 0.709 0.583 0.640 b = climbing up 0.003 0.880 0.988 0.931 c = jumping 0.010 0.923 0.900 0.911 d = lying 0.034 0.765 0.724 0.744 e = sitting 0.056 0.696 0.792 0.741 f = standing 0.000 0.998 0.920 0.957 g = running 0.019 0.509 0.119 0.193 h = walking ------------------------------------------------------- 0.048 0.720 0.689 0.678 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.007 0.908 0.775 0.836 a = climbing down 0.032 0.848 0.597 0.700 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.053 0.651 0.705 0.677 d = lying 0.023 0.869 0.988 0.925 e = sitting 0.085 0.584 0.747 0.656 f = standing 0.012 0.926 0.971 0.948 g = running 0.025 0.849 0.892 0.870 h = walking ------------------------------------------------------- 0.035 0.809 0.797 0.795 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.666 0.789 a = climbing down 0.044 0.722 0.830 0.772 b = climbing up 0.000 1.000 0.895 0.944 c = jumping 0.009 0.947 0.997 0.971 d = lying 0.044 0.790 0.900 0.841 e = sitting 0.028 0.796 0.852 0.823 f = standing 0.003 0.984 0.796 0.880 g = running 0.038 0.804 0.892 0.845 h = walking ------------------------------------------------------- 0.023 0.867 0.854 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.623 0.926 0.745 a = climbing down 0.047 0.634 0.806 0.710 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.003 0.975 0.727 0.833 d = lying 0.025 0.852 0.723 0.782 e = sitting 0.092 0.611 0.898 0.727 f = standing 0.005 0.975 0.990 0.983 g = running 0.002 0.980 0.505 0.666 h = walking ------------------------------------------------------- 0.030 0.838 0.790 0.790 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.920 0.661 0.769 a = climbing down 0.034 0.732 0.586 0.651 b = climbing up 0.001 0.964 0.925 0.944 c = jumping 0.004 0.973 0.886 0.928 d = lying 0.049 0.773 0.923 0.841 e = sitting 0.021 0.803 0.666 0.728 f = standing 0.003 0.983 0.977 0.980 g = running 0.089 0.673 0.935 0.782 h = walking ------------------------------------------------------- 0.031 0.836 0.823 0.821 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.823 0.786 0.804 a = climbing down 0.029 0.812 0.802 0.807 b = climbing up 0.000 0.983 0.959 0.971 c = jumping 0.000 0.997 0.981 0.989 d = lying 0.061 0.731 0.926 0.817 e = sitting 0.015 0.862 0.619 0.721 f = standing 0.001 0.993 0.997 0.995 g = running 0.027 0.861 0.891 0.876 h = walking ------------------------------------------------------- 0.022 0.874 0.869 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.840 0.657 0.737 a = climbing down 0.093 0.598 0.845 0.701 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.990 0.978 0.984 d = lying 0.076 0.700 0.966 0.812 e = sitting 0.007 0.900 0.459 0.608 f = standing 0.007 0.963 0.997 0.980 g = running 0.039 0.734 0.561 0.636 h = walking ------------------------------------------------------- 0.035 0.819 0.797 0.790 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.059 0.412 0.610 0.491 a = climbing down 0.031 0.752 0.616 0.677 b = climbing up 0.000 1.000 0.852 0.920 c = jumping 0.000 0.999 0.897 0.945 d = lying 0.016 0.917 0.961 0.939 e = sitting 0.016 0.902 0.956 0.928 f = standing 0.055 0.779 0.998 0.875 g = running 0.000 0.998 0.717 0.834 h = walking ------------------------------------------------------- 0.021 0.868 0.844 0.847 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.164 0.295 0.541 0.382 a = climbing down 0.086 0.515 0.608 0.558 b = climbing up 0.000 1.000 0.855 0.922 c = jumping 0.010 0.944 0.984 0.964 d = lying 0.040 0.751 0.717 0.734 e = sitting 0.041 0.743 0.753 0.748 f = standing 0.009 0.956 0.989 0.972 g = running 0.017 0.581 0.128 0.209 h = walking ------------------------------------------------------- 0.046 0.706 0.680 0.666 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.071 0.577 0.734 0.646 a = climbing down 0.073 0.692 0.944 0.799 b = climbing up 0.003 0.854 0.993 0.918 c = jumping 0.009 0.949 0.989 0.969 d = lying 0.082 0.441 0.365 0.399 e = sitting 0.103 0.343 0.384 0.363 f = standing 0.003 0.966 0.552 0.703 g = running 0.017 0.891 0.769 0.825 h = walking ------------------------------------------------------- 0.048 0.709 0.687 0.684 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.299 0.311 0.975 0.472 a = climbing down 0.005 0.570 0.050 0.092 b = climbing up 0.000 0.993 0.824 0.901 c = jumping 0.082 0.633 0.899 0.743 d = lying 0.004 0.979 0.970 0.974 e = sitting 0.019 0.824 0.505 0.626 f = standing 0.005 0.973 0.997 0.985 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.052 0.660 0.652 0.599 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.090 0.539 0.781 0.638 a = climbing down 0.146 0.491 0.933 0.644 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.005 0.970 0.967 0.969 d = lying 0.049 0.752 0.980 0.851 e = sitting 0.006 0.948 0.838 0.890 f = standing 0.001 0.995 0.724 0.838 g = running 0.003 0.732 0.040 0.076 h = walking ------------------------------------------------------- 0.038 0.792 0.738 0.698 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.602 0.304 0.404 a = climbing down 0.145 0.566 0.977 0.717 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.005 0.963 0.820 0.886 d = lying 0.076 0.593 0.963 0.734 e = sitting 0.028 0.806 0.810 0.808 f = standing 0.003 0.984 0.702 0.820 g = running 0.008 0.925 0.651 0.764 h = walking ------------------------------------------------------- 0.041 0.791 0.745 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.181 0.352 0.808 0.491 a = climbing down 0.135 0.479 0.894 0.624 b = climbing up 0.003 0.625 0.265 0.372 c = jumping 0.011 0.898 0.578 0.703 d = lying 0.078 0.578 0.829 0.681 e = sitting 0.088 0.493 0.605 0.543 f = standing 0.015 0.864 0.322 0.469 g = running 0.008 0.770 0.143 0.241 h = walking ------------------------------------------------------- 0.062 0.670 0.545 0.520 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.014 0.888 0.811 0.848 a = climbing down 0.082 0.552 0.729 0.628 b = climbing up 0.000 0.988 0.976 0.982 c = jumping 0.041 0.790 0.917 0.849 d = lying 0.028 0.848 0.912 0.879 e = sitting 0.022 0.831 0.631 0.717 f = standing 0.002 0.991 0.995 0.993 g = running 0.032 0.771 0.620 0.687 h = walking ------------------------------------------------------- 0.030 0.820 0.810 0.809 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.091 0.560 0.776 0.651 a = climbing down 0.022 0.809 0.568 0.668 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.057 0.700 0.971 0.814 d = lying 0.033 0.756 0.680 0.716 e = sitting 0.032 0.761 0.602 0.672 f = standing 0.010 0.954 0.948 0.951 g = running 0.039 0.744 0.698 0.720 h = walking ------------------------------------------------------- 0.038 0.770 0.755 0.753 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.818 0.885 0.850 a = climbing down 0.014 0.921 0.523 0.667 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.080 0.583 0.873 0.699 d = lying 0.017 0.901 0.924 0.912 e = sitting 0.095 0.456 0.502 0.478 f = standing 0.002 0.986 0.971 0.978 g = running 0.039 0.793 0.943 0.861 h = walking ------------------------------------------------------- 0.035 0.801 0.771 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.070 0.622 0.897 0.735 a = climbing down 0.042 0.649 0.583 0.614 b = climbing up 0.000 0.987 0.918 0.952 c = jumping 0.026 0.866 0.973 0.917 d = lying 0.043 0.797 0.916 0.853 e = sitting 0.024 0.804 0.782 0.793 f = standing 0.002 0.988 0.760 0.859 g = running 0.020 0.852 0.664 0.747 h = walking ------------------------------------------------------- 0.030 0.818 0.802 0.801 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.106 0.464 0.770 0.579 a = climbing down 0.011 0.804 0.363 0.500 b = climbing up 0.000 0.994 0.939 0.966 c = jumping 0.086 0.592 0.717 0.649 d = lying 0.027 0.733 0.389 0.508 e = sitting 0.107 0.504 0.696 0.584 f = standing 0.027 0.869 0.967 0.915 g = running 0.018 0.877 0.700 0.778 h = walking ------------------------------------------------------- 0.051 0.711 0.669 0.663 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.916 0.652 0.762 a = climbing down 0.047 0.753 0.814 0.783 b = climbing up 0.010 0.703 0.977 0.818 c = jumping 0.001 0.988 0.440 0.609 d = lying 0.033 0.813 0.887 0.849 e = sitting 0.100 0.515 0.813 0.631 f = standing 0.001 0.996 0.910 0.951 g = running 0.050 0.778 0.887 0.829 h = walking ------------------------------------------------------- 0.033 0.826 0.784 0.782 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.976 0.845 0.906 a = climbing down 0.028 0.825 0.883 0.853 b = climbing up 0.000 0.983 0.934 0.958 c = jumping 0.006 0.968 0.981 0.974 d = lying 0.046 0.773 0.952 0.853 e = sitting 0.010 0.915 0.681 0.781 f = standing 0.004 0.979 0.996 0.987 g = running 0.023 0.878 0.913 0.895 h = walking ------------------------------------------------------- 0.017 0.903 0.897 0.896 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.863 0.794 0.827 a = climbing down 0.083 0.551 0.686 0.611 b = climbing up 0.003 0.899 0.989 0.942 c = jumping 0.000 0.997 0.907 0.950 d = lying 0.142 0.570 0.975 0.719 e = sitting 0.017 0.651 0.185 0.288 f = standing 0.000 0.999 0.976 0.987 g = running 0.049 0.684 0.586 0.631 h = walking ------------------------------------------------------- 0.045 0.757 0.737 0.718 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.250 0.127 0.529 0.205 a = climbing down 0.001 0.963 0.264 0.414 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.003 0.984 0.958 0.971 d = lying 0.011 0.944 0.983 0.963 e = sitting 0.005 0.971 0.945 0.958 f = standing 0.067 0.739 1.000 0.850 g = running 0.001 0.562 0.007 0.014 h = walking ------------------------------------------------------- 0.030 0.809 0.691 0.668 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.878 0.628 0.732 a = climbing down 0.065 0.641 0.809 0.715 b = climbing up 0.000 0.990 0.583 0.734 c = jumping 0.002 0.988 0.941 0.964 d = lying 0.075 0.548 0.646 0.593 e = sitting 0.057 0.607 0.553 0.579 f = standing 0.012 0.939 0.980 0.959 g = running 0.038 0.796 0.804 0.800 h = walking ------------------------------------------------------- 0.035 0.786 0.772 0.773 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.725 0.614 0.665 a = climbing down 0.040 0.806 0.879 0.841 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.017 0.901 0.885 0.893 d = lying 0.112 0.309 0.425 0.358 e = sitting 0.078 0.454 0.342 0.390 f = standing 0.003 0.980 0.836 0.902 g = running 0.041 0.800 0.952 0.869 h = walking ------------------------------------------------------- 0.043 0.730 0.721 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.305 0.311 0.984 0.473 a = climbing down 0.003 0.693 0.056 0.104 b = climbing up 0.001 0.975 0.975 0.975 c = jumping 0.005 0.971 0.982 0.977 d = lying 0.009 0.932 0.667 0.777 e = sitting 0.061 0.703 0.914 0.795 f = standing 0.001 0.993 0.997 0.995 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.048 0.697 0.697 0.637 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.085 0.552 0.863 0.673 a = climbing down 0.039 0.766 0.815 0.790 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.010 0.945 0.984 0.964 d = lying 0.009 0.940 0.921 0.930 e = sitting 0.015 0.891 0.920 0.905 f = standing 0.004 0.982 0.926 0.953 g = running 0.015 0.855 0.489 0.622 h = walking ------------------------------------------------------- 0.022 0.864 0.844 0.842 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.726 0.450 0.555 a = climbing down 0.099 0.651 0.931 0.766 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.006 0.953 0.849 0.898 d = lying 0.077 0.598 0.983 0.744 e = sitting 0.021 0.804 0.665 0.728 f = standing 0.001 0.994 0.777 0.872 g = running 0.021 0.851 0.799 0.824 h = walking ------------------------------------------------------- 0.034 0.814 0.782 0.781 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.150 0.405 0.901 0.559 a = climbing down 0.015 0.812 0.470 0.595 b = climbing up 0.000 1.000 0.132 0.233 c = jumping 0.063 0.643 0.780 0.705 d = lying 0.072 0.630 0.900 0.742 e = sitting 0.032 0.745 0.531 0.620 f = standing 0.034 0.867 0.789 0.827 g = running 0.015 0.814 0.391 0.528 h = walking ------------------------------------------------------- 0.048 0.733 0.667 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.635 0.751 0.688 a = climbing down 0.097 0.483 0.627 0.546 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.024 0.883 0.953 0.916 d = lying 0.011 0.928 0.975 0.951 e = sitting 0.009 0.938 0.808 0.869 f = standing 0.003 0.984 1.000 0.992 g = running 0.044 0.620 0.383 0.473 h = walking ------------------------------------------------------- 0.031 0.684 0.687 0.679 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.066 0.624 0.736 0.675 a = climbing down 0.046 0.715 0.661 0.687 b = climbing up 0.015 0.575 0.975 0.724 c = jumping 0.021 0.856 0.926 0.890 d = lying 0.020 0.782 0.477 0.593 e = sitting 0.085 0.608 0.808 0.694 f = standing 0.001 0.997 0.848 0.916 g = running 0.055 0.651 0.627 0.638 h = walking ------------------------------------------------------- 0.040 0.751 0.733 0.732 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.724 0.664 0.693 a = climbing down 0.036 0.836 0.614 0.708 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.034 0.741 0.671 0.704 d = lying 0.034 0.812 0.944 0.873 e = sitting 0.091 0.569 0.742 0.644 f = standing 0.018 0.895 0.976 0.933 g = running 0.023 0.858 0.892 0.875 h = walking ------------------------------------------------------- 0.037 0.789 0.780 0.777 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.975 0.664 0.790 a = climbing down 0.041 0.744 0.906 0.817 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.010 0.941 0.998 0.969 d = lying 0.085 0.605 0.913 0.728 e = sitting 0.025 0.835 0.680 0.750 f = standing 0.001 0.993 0.767 0.866 g = running 0.033 0.816 0.872 0.843 h = walking ------------------------------------------------------- 0.026 0.856 0.828 0.830 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.831 0.779 0.804 a = climbing down 0.051 0.633 0.857 0.728 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.003 0.979 0.696 0.814 d = lying 0.029 0.826 0.705 0.760 e = sitting 0.095 0.625 0.919 0.744 f = standing 0.007 0.965 0.998 0.982 g = running 0.008 0.947 0.758 0.842 h = walking ------------------------------------------------------- 0.028 0.848 0.817 0.821 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.128 0.444 0.816 0.576 a = climbing down 0.118 0.481 0.724 0.578 b = climbing up 0.011 0.586 0.746 0.656 c = jumping 0.032 0.831 0.902 0.865 d = lying 0.027 0.696 0.390 0.500 e = sitting 0.087 0.538 0.611 0.572 f = standing 0.044 0.784 0.892 0.835 g = running 0.000 0.400 0.002 0.003 h = walking ------------------------------------------------------- 0.057 0.601 0.610 0.558 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.793 0.787 0.790 a = climbing down 0.024 0.813 0.639 0.716 b = climbing up 0.000 1.000 0.740 0.850 c = jumping 0.000 0.999 0.983 0.991 d = lying 0.099 0.531 0.730 0.615 e = sitting 0.045 0.562 0.374 0.449 f = standing 0.005 0.974 1.000 0.987 g = running 0.055 0.754 0.891 0.817 h = walking ------------------------------------------------------- 0.035 0.787 0.782 0.778 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.747 0.614 0.674 a = climbing down 0.135 0.508 0.912 0.652 b = climbing up 0.008 0.740 0.989 0.847 c = jumping 0.002 0.989 0.968 0.978 d = lying 0.060 0.721 0.826 0.770 e = sitting 0.035 0.701 0.575 0.632 f = standing 0.004 0.977 0.946 0.961 g = running 0.018 0.787 0.349 0.484 h = walking ------------------------------------------------------- 0.038 0.783 0.752 0.744 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.192 0.206 0.727 0.322 a = climbing down 0.019 0.769 0.412 0.537 b = climbing up 0.000 1.000 0.793 0.884 c = jumping 0.000 1.000 0.864 0.927 d = lying 0.129 0.572 0.993 0.726 e = sitting 0.022 0.620 0.227 0.332 f = standing 0.039 0.832 0.998 0.907 g = running 0.003 0.938 0.247 0.392 h = walking ------------------------------------------------------- 0.044 0.766 0.640 0.628 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.736 0.656 0.694 a = climbing down 0.051 0.657 0.646 0.651 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.015 0.917 0.987 0.951 d = lying 0.012 0.746 0.247 0.371 e = sitting 0.104 0.591 0.914 0.718 f = standing 0.002 0.990 0.971 0.980 g = running 0.063 0.704 0.774 0.738 h = walking ------------------------------------------------------- 0.039 0.772 0.761 0.745 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.148 0.410 0.791 0.540 a = climbing down 0.089 0.621 0.800 0.700 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.023 0.882 0.978 0.928 d = lying 0.062 0.356 0.294 0.322 e = sitting 0.073 0.595 0.574 0.585 f = standing 0.016 0.875 0.644 0.742 g = running 0.010 0.837 0.276 0.415 h = walking ------------------------------------------------------- 0.056 0.681 0.635 0.624 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.270 0.334 0.951 0.494 a = climbing down 0.002 0.920 0.217 0.351 b = climbing up 0.001 0.933 0.905 0.919 c = jumping 0.012 0.914 0.826 0.868 d = lying 0.009 0.951 0.986 0.968 e = sitting 0.028 0.850 0.877 0.863 f = standing 0.005 0.970 0.991 0.980 g = running 0.009 0.197 0.012 0.022 h = walking ------------------------------------------------------- 0.043 0.738 0.706 0.666 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.045 0.735 0.923 0.818 a = climbing down 0.044 0.756 0.886 0.816 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.900 0.935 0.917 d = lying 0.014 0.913 0.981 0.946 e = sitting 0.011 0.915 0.866 0.890 f = standing 0.002 0.990 0.925 0.956 g = running 0.011 0.916 0.620 0.739 h = walking ------------------------------------------------------- 0.019 0.885 0.875 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.084 0.440 0.418 0.429 a = climbing down 0.107 0.631 0.953 0.759 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.004 0.966 0.834 0.896 d = lying 0.111 0.504 0.986 0.667 e = sitting 0.018 0.848 0.672 0.750 f = standing 0.002 0.990 0.670 0.799 g = running 0.010 0.863 0.425 0.570 h = walking ------------------------------------------------------- 0.044 0.770 0.709 0.709 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.123 0.432 0.798 0.561 a = climbing down 0.051 0.657 0.723 0.688 b = climbing up 0.000 0.967 0.168 0.286 c = jumping 0.019 0.853 0.731 0.788 d = lying 0.044 0.739 0.922 0.820 e = sitting 0.043 0.752 0.789 0.770 f = standing 0.020 0.921 0.843 0.880 g = running 0.008 0.887 0.371 0.523 h = walking ------------------------------------------------------- 0.038 0.780 0.730 0.726 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.761 0.793 0.777 a = climbing down 0.096 0.480 0.616 0.540 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.023 0.883 0.932 0.907 d = lying 0.016 0.894 0.947 0.920 e = sitting 0.017 0.886 0.780 0.829 f = standing 0.001 0.996 0.990 0.993 g = running 0.036 0.738 0.556 0.634 h = walking ------------------------------------------------------- 0.030 0.815 0.805 0.806 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.115 0.480 0.718 0.575 a = climbing down 0.032 0.762 0.622 0.685 b = climbing up 0.000 0.982 1.000 0.991 c = jumping 0.022 0.846 0.894 0.869 d = lying 0.023 0.831 0.750 0.789 e = sitting 0.049 0.737 0.790 0.763 f = standing 0.003 0.987 0.951 0.969 g = running 0.030 0.751 0.554 0.637 h = walking ------------------------------------------------------- 0.037 0.783 0.763 0.766 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.104 0.342 0.636 0.445 a = climbing down 0.143 0.511 0.446 0.476 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.041 0.692 0.727 0.709 d = lying 0.126 0.407 0.552 0.469 e = sitting 0.135 0.203 0.217 0.210 f = standing 0.000 0.997 0.759 0.862 g = running 0.072 0.056 0.028 0.037 h = walking ------------------------------------------------------- 0.094 0.474 0.472 0.465 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.788 0.828 a = climbing down 0.044 0.721 0.863 0.786 b = climbing up 0.000 0.994 0.931 0.962 c = jumping 0.010 0.944 0.977 0.960 d = lying 0.053 0.714 0.927 0.806 e = sitting 0.017 0.898 0.841 0.869 f = standing 0.002 0.990 0.811 0.892 g = running 0.020 0.873 0.809 0.840 h = walking ------------------------------------------------------- 0.021 0.873 0.860 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.092 0.525 0.798 0.633 a = climbing down 0.020 0.728 0.443 0.551 b = climbing up 0.000 0.987 0.981 0.984 c = jumping 0.014 0.821 0.370 0.510 d = lying 0.022 0.785 0.424 0.551 e = sitting 0.195 0.431 0.885 0.579 f = standing 0.019 0.908 0.997 0.950 g = running 0.017 0.887 0.727 0.799 h = walking ------------------------------------------------------- 0.051 0.743 0.673 0.667 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.133 0.445 0.874 0.590 a = climbing down 0.059 0.716 0.837 0.772 b = climbing up 0.000 0.992 0.746 0.851 c = jumping 0.009 0.931 0.760 0.837 d = lying 0.018 0.851 0.676 0.754 e = sitting 0.084 0.619 0.854 0.718 f = standing 0.011 0.940 0.991 0.965 g = running 0.006 0.820 0.135 0.232 h = walking ------------------------------------------------------- 0.041 0.777 0.721 0.697 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.941 0.874 0.906 a = climbing down 0.032 0.820 0.922 0.868 b = climbing up 0.001 0.976 0.920 0.947 c = jumping 0.008 0.955 0.987 0.971 d = lying 0.062 0.646 0.770 0.702 e = sitting 0.034 0.737 0.572 0.644 f = standing 0.003 0.983 0.995 0.989 g = running 0.013 0.924 0.881 0.902 h = walking ------------------------------------------------------- 0.022 0.864 0.862 0.860 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.864 0.449 0.591 a = climbing down 0.140 0.504 0.986 0.667 b = climbing up 0.130 0.148 0.989 0.258 c = jumping 0.001 0.995 0.850 0.917 d = lying 0.134 0.573 0.933 0.710 e = sitting 0.027 0.549 0.186 0.278 f = standing 0.000 0.986 0.120 0.214 g = running 0.011 0.901 0.580 0.705 h = walking ------------------------------------------------------- 0.049 0.751 0.597 0.575 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.227 0.206 0.789 0.326 a = climbing down 0.004 0.874 0.204 0.330 b = climbing up 0.000 0.994 0.945 0.969 c = jumping 0.001 0.994 0.956 0.975 d = lying 0.168 0.495 0.995 0.661 e = sitting 0.004 0.832 0.103 0.183 f = standing 0.061 0.750 0.992 0.855 g = running 0.006 0.761 0.092 0.164 h = walking ------------------------------------------------------- 0.051 0.751 0.580 0.524 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.762 0.681 0.719 a = climbing down 0.030 0.718 0.526 0.607 b = climbing up 0.000 0.993 0.805 0.889 c = jumping 0.011 0.937 0.954 0.946 d = lying 0.019 0.763 0.441 0.559 e = sitting 0.089 0.613 0.858 0.715 f = standing 0.006 0.969 0.970 0.969 g = running 0.074 0.697 0.887 0.781 h = walking ------------------------------------------------------- 0.037 0.788 0.778 0.771 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.013 0.883 0.774 0.825 a = climbing down 0.051 0.768 0.938 0.844 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.003 0.982 0.967 0.974 d = lying 0.090 0.435 0.454 0.444 e = sitting 0.088 0.497 0.479 0.487 f = standing 0.001 0.994 0.927 0.959 g = running 0.012 0.921 0.870 0.895 h = walking ------------------------------------------------------- 0.037 0.784 0.778 0.779 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.216 0.386 0.970 0.553 a = climbing down 0.009 0.850 0.396 0.541 b = climbing up 0.006 0.767 1.000 0.868 c = jumping 0.004 0.976 0.993 0.985 d = lying 0.015 0.926 0.987 0.956 e = sitting 0.002 0.989 0.883 0.933 f = standing 0.002 0.990 0.958 0.974 g = running 0.007 0.828 0.183 0.300 h = walking ------------------------------------------------------- 0.032 0.858 0.772 0.756 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.079 0.597 0.945 0.732 a = climbing down 0.034 0.755 0.667 0.708 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.008 0.956 0.987 0.971 d = lying 0.013 0.915 0.891 0.903 e = sitting 0.005 0.964 0.889 0.925 f = standing 0.017 0.926 0.971 0.948 g = running 0.017 0.872 0.608 0.717 h = walking ------------------------------------------------------- 0.022 0.867 0.851 0.850 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.782 0.499 0.610 a = climbing down 0.130 0.591 0.965 0.733 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.959 0.878 0.917 d = lying 0.058 0.648 0.926 0.763 e = sitting 0.022 0.813 0.754 0.782 f = standing 0.002 0.993 0.825 0.901 g = running 0.007 0.925 0.606 0.732 h = walking ------------------------------------------------------- 0.035 0.830 0.788 0.789 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.057 0.579 0.693 0.631 a = climbing down 0.057 0.684 0.910 0.781 b = climbing up 0.000 1.000 0.826 0.905 c = jumping 0.058 0.681 0.849 0.756 d = lying 0.052 0.702 0.873 0.778 e = sitting 0.036 0.714 0.544 0.617 f = standing 0.009 0.965 0.841 0.899 g = running 0.013 0.874 0.538 0.666 h = walking ------------------------------------------------------- 0.035 0.776 0.753 0.751 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.823 0.759 0.790 a = climbing down 0.096 0.488 0.691 0.572 b = climbing up 0.000 0.985 0.963 0.974 c = jumping 0.021 0.884 0.972 0.926 d = lying 0.024 0.821 0.613 0.702 e = sitting 0.074 0.637 0.746 0.687 f = standing 0.001 0.995 0.986 0.990 g = running 0.039 0.713 0.531 0.609 h = walking ------------------------------------------------------- 0.037 0.778 0.762 0.762 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.120 0.492 0.789 0.606 a = climbing down 0.016 0.881 0.731 0.799 b = climbing up 0.006 0.784 0.977 0.870 c = jumping 0.010 0.924 0.905 0.914 d = lying 0.044 0.722 0.632 0.674 e = sitting 0.072 0.621 0.753 0.680 f = standing 0.009 0.954 0.884 0.918 g = running 0.042 0.560 0.336 0.420 h = walking ------------------------------------------------------- 0.043 0.743 0.724 0.723 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.799 0.887 0.841 a = climbing down 0.060 0.744 0.571 0.646 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.078 0.562 0.764 0.648 d = lying 0.038 0.756 0.742 0.749 e = sitting 0.083 0.503 0.516 0.509 f = standing 0.021 0.881 0.978 0.927 g = running 0.035 0.763 0.696 0.728 h = walking ------------------------------------------------------- 0.049 0.721 0.715 0.713 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.796 0.863 a = climbing down 0.029 0.794 0.873 0.831 b = climbing up 0.000 0.988 0.977 0.983 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.077 0.638 0.772 0.699 e = sitting 0.043 0.737 0.683 0.709 f = standing 0.001 0.997 0.834 0.908 g = running 0.025 0.857 0.895 0.876 h = walking ------------------------------------------------------- 0.027 0.848 0.837 0.839 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.727 0.891 0.800 a = climbing down 0.037 0.681 0.820 0.744 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.002 0.987 0.778 0.870 d = lying 0.042 0.616 0.347 0.444 e = sitting 0.156 0.511 0.833 0.633 f = standing 0.013 0.935 0.982 0.958 g = running 0.003 0.980 0.666 0.793 h = walking ------------------------------------------------------- 0.042 0.787 0.752 0.749 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.060 0.627 0.808 0.706 a = climbing down 0.119 0.530 0.898 0.666 b = climbing up 0.035 0.382 0.983 0.550 c = jumping 0.000 0.993 0.220 0.361 d = lying 0.239 0.311 0.695 0.430 e = sitting 0.057 0.506 0.342 0.408 f = standing 0.001 0.995 0.761 0.862 g = running 0.005 0.866 0.191 0.313 h = walking ------------------------------------------------------- 0.064 0.696 0.548 0.526 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.896 0.900 a = climbing down 0.025 0.848 0.871 0.859 b = climbing up 0.000 0.983 0.967 0.975 c = jumping 0.000 0.997 0.987 0.992 d = lying 0.074 0.678 0.909 0.777 e = sitting 0.017 0.823 0.517 0.635 f = standing 0.003 0.985 0.998 0.992 g = running 0.016 0.912 0.890 0.900 h = walking ------------------------------------------------------- 0.021 0.882 0.874 0.871 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.938 0.400 0.561 a = climbing down 0.127 0.524 0.899 0.662 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.989 0.972 0.980 d = lying 0.111 0.605 0.917 0.729 e = sitting 0.018 0.630 0.216 0.321 f = standing 0.001 0.992 0.999 0.996 g = running 0.035 0.767 0.597 0.671 h = walking ------------------------------------------------------- 0.043 0.781 0.746 0.727 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.135 0.263 0.731 0.387 a = climbing down 0.007 0.904 0.408 0.562 b = climbing up 0.000 1.000 0.859 0.924 c = jumping 0.000 0.999 0.926 0.961 d = lying 0.097 0.644 0.972 0.774 e = sitting 0.016 0.789 0.384 0.517 f = standing 0.041 0.823 0.999 0.902 g = running 0.002 0.982 0.635 0.771 h = walking ------------------------------------------------------- 0.033 0.826 0.734 0.737 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.039 0.726 0.797 0.760 a = climbing down 0.023 0.753 0.478 0.585 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.011 0.940 0.981 0.960 d = lying 0.041 0.719 0.740 0.729 e = sitting 0.034 0.781 0.735 0.758 f = standing 0.003 0.985 0.991 0.988 g = running 0.055 0.765 0.924 0.837 h = walking ------------------------------------------------------- 0.028 0.822 0.823 0.817 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.122 0.507 0.904 0.650 a = climbing down 0.091 0.646 0.895 0.751 b = climbing up 0.013 0.589 0.993 0.739 c = jumping 0.027 0.855 0.880 0.867 d = lying 0.090 0.342 0.376 0.358 e = sitting 0.074 0.380 0.303 0.337 f = standing 0.004 0.977 0.892 0.932 g = running 0.002 0.849 0.066 0.123 h = walking ------------------------------------------------------- 0.054 0.675 0.632 0.590 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.289 0.317 0.977 0.479 a = climbing down 0.001 0.896 0.093 0.168 b = climbing up 0.000 1.000 0.193 0.323 c = jumping 0.003 0.983 0.992 0.988 d = lying 0.003 0.982 0.882 0.929 e = sitting 0.022 0.871 0.963 0.915 f = standing 0.020 0.900 1.000 0.947 g = running 0.006 0.296 0.013 0.026 h = walking ------------------------------------------------------- 0.043 0.760 0.699 0.644 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.049 0.688 0.903 0.781 a = climbing down 0.024 0.826 0.782 0.804 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.015 0.918 0.988 0.952 d = lying 0.019 0.890 0.965 0.926 e = sitting 0.005 0.967 0.889 0.926 f = standing 0.001 0.995 0.915 0.953 g = running 0.022 0.861 0.729 0.790 h = walking ------------------------------------------------------- 0.017 0.891 0.883 0.884 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.101 0.416 0.481 0.446 a = climbing down 0.117 0.524 0.671 0.588 b = climbing up 0.000 0.984 0.947 0.966 c = jumping 0.008 0.940 0.798 0.863 d = lying 0.039 0.775 0.974 0.863 e = sitting 0.026 0.790 0.779 0.785 f = standing 0.001 0.994 0.692 0.816 g = running 0.045 0.644 0.568 0.604 h = walking ------------------------------------------------------- 0.047 0.742 0.708 0.715 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.182 0.359 0.856 0.506 a = climbing down 0.017 0.851 0.674 0.752 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.066 0.634 0.756 0.690 d = lying 0.061 0.654 0.877 0.750 e = sitting 0.073 0.483 0.477 0.480 f = standing 0.004 0.981 0.684 0.806 g = running 0.036 0.156 0.038 0.061 h = walking ------------------------------------------------------- 0.053 0.629 0.613 0.595 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.753 0.744 0.749 a = climbing down 0.086 0.541 0.704 0.612 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.026 0.876 0.947 0.910 d = lying 0.013 0.918 0.979 0.947 e = sitting 0.011 0.926 0.785 0.850 f = standing 0.001 0.996 0.999 0.998 g = running 0.042 0.708 0.546 0.617 h = walking ------------------------------------------------------- 0.026 0.715 0.713 0.710 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.044 0.685 0.677 0.681 a = climbing down 0.044 0.750 0.818 0.783 b = climbing up 0.001 0.952 0.994 0.973 c = jumping 0.012 0.928 0.850 0.887 d = lying 0.020 0.845 0.761 0.801 e = sitting 0.058 0.690 0.830 0.753 f = standing 0.002 0.992 0.966 0.979 g = running 0.032 0.792 0.736 0.763 h = walking ------------------------------------------------------- 0.029 0.822 0.816 0.817 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.743 0.795 0.768 a = climbing down 0.035 0.821 0.549 0.658 b = climbing up 0.002 0.918 0.882 0.900 c = jumping 0.080 0.526 0.644 0.579 d = lying 0.047 0.765 0.986 0.861 e = sitting 0.089 0.490 0.543 0.515 f = standing 0.007 0.954 0.896 0.924 g = running 0.016 0.895 0.880 0.888 h = walking ------------------------------------------------------- 0.042 0.755 0.739 0.738 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.888 0.700 0.783 a = climbing down 0.029 0.800 0.815 0.808 b = climbing up 0.000 1.000 0.865 0.928 c = jumping 0.007 0.963 0.984 0.973 d = lying 0.044 0.769 0.967 0.857 e = sitting 0.012 0.910 0.918 0.914 f = standing 0.004 0.981 0.797 0.879 g = running 0.045 0.781 0.895 0.834 h = walking ------------------------------------------------------- 0.021 0.879 0.869 0.869 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.095 0.515 0.857 0.643 a = climbing down 0.040 0.573 0.522 0.546 b = climbing up 0.001 0.957 0.987 0.972 c = jumping 0.003 0.977 0.687 0.806 d = lying 0.022 0.894 0.942 0.917 e = sitting 0.058 0.721 0.917 0.807 f = standing 0.007 0.963 0.998 0.980 g = running 0.020 0.810 0.461 0.587 h = walking ------------------------------------------------------- 0.030 0.812 0.784 0.780 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.923 0.603 0.729 a = climbing down 0.060 0.696 0.869 0.773 b = climbing up 0.000 0.981 0.911 0.945 c = jumping 0.006 0.957 0.860 0.906 d = lying 0.018 0.896 0.930 0.913 e = sitting 0.027 0.808 0.863 0.834 f = standing 0.002 0.987 0.971 0.979 g = running 0.044 0.792 0.847 0.819 h = walking ------------------------------------------------------- 0.023 0.869 0.858 0.857 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.795 0.779 0.787 a = climbing down 0.044 0.760 0.873 0.813 b = climbing up 0.000 1.000 0.837 0.912 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.045 0.749 0.868 0.804 e = sitting 0.022 0.836 0.716 0.771 f = standing 0.003 0.984 1.000 0.992 g = running 0.015 0.909 0.800 0.851 h = walking ------------------------------------------------------- 0.021 0.872 0.867 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.804 0.678 0.736 a = climbing down 0.116 0.557 0.959 0.705 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.986 0.979 0.983 d = lying 0.064 0.738 0.968 0.837 e = sitting 0.007 0.916 0.536 0.677 f = standing 0.001 0.993 0.999 0.996 g = running 0.012 0.876 0.455 0.599 h = walking ------------------------------------------------------- 0.031 0.847 0.809 0.801 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.175 0.221 0.723 0.338 a = climbing down 0.003 0.923 0.276 0.425 b = climbing up 0.001 0.949 0.956 0.952 c = jumping 0.001 0.993 0.462 0.630 d = lying 0.026 0.868 0.994 0.927 e = sitting 0.094 0.601 0.886 0.716 f = standing 0.031 0.863 0.997 0.925 g = running 0.012 0.898 0.501 0.643 h = walking ------------------------------------------------------- 0.036 0.824 0.693 0.696 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.770 0.491 0.599 a = climbing down 0.060 0.664 0.777 0.716 b = climbing up 0.000 0.992 0.824 0.900 c = jumping 0.008 0.951 0.852 0.899 d = lying 0.013 0.857 0.512 0.641 e = sitting 0.089 0.626 0.921 0.745 f = standing 0.005 0.975 0.987 0.981 g = running 0.059 0.728 0.830 0.776 h = walking ------------------------------------------------------- 0.035 0.804 0.783 0.779 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.174 0.408 0.870 0.555 a = climbing down 0.076 0.694 0.934 0.797 b = climbing up 0.007 0.723 0.993 0.837 c = jumping 0.017 0.903 0.851 0.877 d = lying 0.056 0.365 0.264 0.306 e = sitting 0.107 0.435 0.553 0.487 f = standing 0.007 0.926 0.522 0.668 g = running 0.003 0.913 0.187 0.311 h = walking ------------------------------------------------------- 0.057 0.693 0.610 0.590 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.053 0.683 0.842 0.755 a = climbing down 0.006 0.909 0.488 0.635 b = climbing up 0.001 0.929 0.709 0.804 c = jumping 0.113 0.608 0.980 0.750 d = lying 0.001 0.997 0.985 0.991 e = sitting 0.004 0.937 0.346 0.505 f = standing 0.019 0.903 0.992 0.945 g = running 0.043 0.779 0.865 0.820 h = walking ------------------------------------------------------- 0.034 0.833 0.794 0.778 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.026 0.822 0.922 0.869 a = climbing down 0.030 0.806 0.835 0.820 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.017 0.900 0.956 0.927 d = lying 0.029 0.836 0.983 0.903 e = sitting 0.008 0.944 0.881 0.912 f = standing 0.002 0.988 0.861 0.920 g = running 0.019 0.882 0.775 0.825 h = walking ------------------------------------------------------- 0.017 0.891 0.886 0.886 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.554 0.354 0.432 a = climbing down 0.098 0.643 0.941 0.764 b = climbing up 0.000 0.993 0.913 0.951 c = jumping 0.027 0.818 0.763 0.790 d = lying 0.075 0.645 0.992 0.781 e = sitting 0.036 0.740 0.733 0.736 f = standing 0.002 0.988 0.678 0.804 g = running 0.019 0.842 0.716 0.774 h = walking ------------------------------------------------------- 0.041 0.764 0.741 0.734 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.158 0.396 0.842 0.539 a = climbing down 0.033 0.787 0.880 0.831 b = climbing up 0.000 1.000 0.801 0.890 c = jumping 0.007 0.948 0.827 0.884 d = lying 0.055 0.689 0.950 0.799 e = sitting 0.028 0.804 0.803 0.804 f = standing 0.004 0.984 0.867 0.922 g = running 0.010 0.503 0.057 0.103 h = walking ------------------------------------------------------- 0.035 0.762 0.739 0.711 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.755 0.796 0.775 a = climbing down 0.109 0.466 0.667 0.549 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.052 0.764 0.896 0.825 d = lying 0.018 0.886 0.964 0.924 e = sitting 0.018 0.856 0.625 0.722 f = standing 0.001 0.995 0.997 0.996 g = running 0.029 0.740 0.455 0.564 h = walking ------------------------------------------------------- 0.033 0.683 0.675 0.669 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.098 0.492 0.658 0.563 a = climbing down 0.056 0.686 0.781 0.730 b = climbing up 0.000 0.994 0.963 0.978 c = jumping 0.020 0.876 0.886 0.881 d = lying 0.016 0.878 0.804 0.839 e = sitting 0.045 0.752 0.813 0.781 f = standing 0.002 0.991 0.968 0.979 g = running 0.014 0.861 0.504 0.636 h = walking ------------------------------------------------------- 0.033 0.804 0.783 0.784 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.091 0.453 0.756 0.567 a = climbing down 0.028 0.859 0.545 0.667 b = climbing up 0.005 0.797 0.971 0.876 c = jumping 0.065 0.524 0.561 0.542 d = lying 0.025 0.859 0.956 0.905 e = sitting 0.104 0.488 0.629 0.550 f = standing 0.009 0.881 0.453 0.599 g = running 0.042 0.776 0.908 0.837 h = walking ------------------------------------------------------- 0.046 0.725 0.679 0.679 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.048 0.704 0.864 0.776 a = climbing down 0.018 0.796 0.521 0.630 b = climbing up 0.000 1.000 0.023 0.046 c = jumping 0.016 0.794 0.348 0.484 d = lying 0.048 0.755 0.980 0.853 e = sitting 0.118 0.487 0.847 0.619 f = standing 0.008 0.958 0.786 0.863 g = running 0.049 0.772 0.926 0.842 h = walking ------------------------------------------------------- 0.039 0.775 0.734 0.716 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.094 0.512 0.816 0.629 a = climbing down 0.009 0.742 0.203 0.318 b = climbing up 0.000 0.993 0.968 0.981 c = jumping 0.002 0.976 0.551 0.704 d = lying 0.011 0.915 0.598 0.723 e = sitting 0.145 0.512 0.964 0.669 f = standing 0.018 0.914 0.996 0.953 g = running 0.034 0.819 0.838 0.828 h = walking ------------------------------------------------------- 0.041 0.793 0.728 0.716 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.682 0.768 a = climbing down 0.071 0.704 0.960 0.812 b = climbing up 0.000 0.994 0.923 0.957 c = jumping 0.007 0.921 0.476 0.628 d = lying 0.016 0.902 0.928 0.914 e = sitting 0.087 0.566 0.878 0.688 f = standing 0.002 0.989 0.958 0.973 g = running 0.020 0.880 0.766 0.819 h = walking ------------------------------------------------------- 0.029 0.845 0.813 0.810 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.974 0.834 0.899 a = climbing down 0.033 0.809 0.931 0.865 b = climbing up 0.000 0.993 0.824 0.901 c = jumping 0.011 0.942 0.966 0.954 d = lying 0.038 0.773 0.880 0.823 e = sitting 0.021 0.846 0.712 0.773 f = standing 0.005 0.970 0.997 0.983 g = running 0.016 0.911 0.899 0.905 h = walking ------------------------------------------------------- 0.018 0.894 0.890 0.889 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.837 0.739 0.785 a = climbing down 0.079 0.632 0.940 0.756 b = climbing up 0.000 1.000 0.913 0.955 c = jumping 0.002 0.990 0.926 0.957 d = lying 0.116 0.620 0.979 0.759 e = sitting 0.011 0.831 0.317 0.459 f = standing 0.003 0.983 0.998 0.990 g = running 0.010 0.915 0.637 0.751 h = walking ------------------------------------------------------- 0.034 0.835 0.797 0.785 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.205 0.151 0.517 0.234 a = climbing down 0.006 0.826 0.209 0.333 b = climbing up 0.000 1.000 0.964 0.981 c = jumping 0.004 0.981 0.931 0.955 d = lying 0.031 0.842 0.995 0.912 e = sitting 0.005 0.969 0.848 0.904 f = standing 0.061 0.753 1.000 0.859 g = running 0.006 0.911 0.307 0.459 h = walking ------------------------------------------------------- 0.031 0.837 0.712 0.715 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.906 0.565 0.696 a = climbing down 0.183 0.417 0.899 0.570 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.003 0.980 0.799 0.880 d = lying 0.024 0.804 0.698 0.748 e = sitting 0.076 0.649 0.876 0.746 f = standing 0.004 0.980 0.945 0.962 g = running 0.033 0.565 0.223 0.320 h = walking ------------------------------------------------------- 0.044 0.766 0.713 0.707 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.085 0.595 0.874 0.708 a = climbing down 0.040 0.789 0.842 0.815 b = climbing up 0.009 0.660 0.978 0.788 c = jumping 0.024 0.878 0.973 0.923 d = lying 0.072 0.476 0.417 0.445 e = sitting 0.075 0.460 0.446 0.453 f = standing 0.008 0.944 0.738 0.829 g = running 0.016 0.877 0.640 0.740 h = walking ------------------------------------------------------- 0.043 0.728 0.715 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.126 0.512 0.961 0.668 a = climbing down 0.011 0.862 0.519 0.648 b = climbing up 0.005 0.789 0.950 0.862 c = jumping 0.011 0.941 0.992 0.965 d = lying 0.001 0.995 0.985 0.990 e = sitting 0.002 0.987 0.924 0.954 f = standing 0.003 0.985 0.965 0.975 g = running 0.007 0.934 0.571 0.709 h = walking ------------------------------------------------------- 0.020 0.897 0.854 0.855 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.947 0.947 a = climbing down 0.018 0.868 0.807 0.836 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.920 0.991 0.954 d = lying 0.020 0.874 0.943 0.907 e = sitting 0.006 0.960 0.886 0.922 f = standing 0.001 0.994 0.917 0.954 g = running 0.029 0.852 0.918 0.884 h = walking ------------------------------------------------------- 0.013 0.920 0.917 0.917 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.755 0.530 0.623 a = climbing down 0.111 0.620 0.948 0.750 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.005 0.963 0.803 0.876 d = lying 0.045 0.759 0.974 0.853 e = sitting 0.029 0.780 0.840 0.809 f = standing 0.001 0.995 0.828 0.904 g = running 0.009 0.914 0.662 0.768 h = walking ------------------------------------------------------- 0.032 0.835 0.806 0.806 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.081 0.547 0.824 0.657 a = climbing down 0.044 0.744 0.912 0.820 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.024 0.831 0.783 0.806 d = lying 0.059 0.670 0.904 0.769 e = sitting 0.046 0.676 0.665 0.671 f = standing 0.003 0.989 0.854 0.917 g = running 0.014 0.827 0.386 0.527 h = walking ------------------------------------------------------- 0.033 0.790 0.761 0.757 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.825 0.809 0.817 a = climbing down 0.092 0.497 0.672 0.571 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.029 0.853 0.948 0.898 d = lying 0.022 0.884 0.942 0.912 e = sitting 0.017 0.879 0.717 0.790 f = standing 0.001 0.995 1.000 0.997 g = running 0.036 0.720 0.528 0.609 h = walking ------------------------------------------------------- 0.029 0.821 0.811 0.811 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.193 0.357 0.738 0.482 a = climbing down 0.051 0.661 0.632 0.646 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.013 0.918 0.928 0.923 d = lying 0.031 0.781 0.758 0.770 e = sitting 0.045 0.732 0.784 0.757 f = standing 0.005 0.975 0.932 0.953 g = running 0.008 0.528 0.056 0.102 h = walking ------------------------------------------------------- 0.046 0.724 0.698 0.675 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.008 0.913 0.844 0.877 a = climbing down 0.020 0.892 0.560 0.688 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.043 0.627 0.566 0.595 d = lying 0.030 0.834 0.969 0.897 e = sitting 0.102 0.541 0.763 0.634 f = standing 0.002 0.986 0.972 0.979 g = running 0.043 0.784 0.937 0.854 h = walking ------------------------------------------------------- 0.035 0.807 0.786 0.783 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.832 0.863 a = climbing down 0.063 0.664 0.924 0.773 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.005 0.972 0.996 0.984 d = lying 0.040 0.813 0.933 0.869 e = sitting 0.015 0.890 0.919 0.904 f = standing 0.002 0.992 0.827 0.902 g = running 0.015 0.888 0.667 0.762 h = walking ------------------------------------------------------- 0.020 0.884 0.869 0.870 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.059 0.624 0.847 0.718 a = climbing down 0.016 0.712 0.384 0.499 b = climbing up 0.000 0.988 0.934 0.960 c = jumping 0.003 0.980 0.813 0.889 d = lying 0.020 0.805 0.403 0.537 e = sitting 0.145 0.500 0.903 0.644 f = standing 0.019 0.909 0.994 0.950 g = running 0.039 0.782 0.734 0.757 h = walking ------------------------------------------------------- 0.041 0.780 0.740 0.733 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.704 0.805 a = climbing down 0.076 0.640 0.857 0.733 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.003 0.982 0.886 0.931 d = lying 0.040 0.794 0.940 0.861 e = sitting 0.022 0.817 0.736 0.774 f = standing 0.006 0.969 0.987 0.978 g = running 0.032 0.822 0.744 0.781 h = walking ------------------------------------------------------- 0.026 0.856 0.841 0.842 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.924 0.864 0.893 a = climbing down 0.023 0.855 0.851 0.853 b = climbing up 0.000 0.984 0.976 0.980 c = jumping 0.001 0.995 0.987 0.991 d = lying 0.051 0.758 0.925 0.833 e = sitting 0.014 0.880 0.667 0.759 f = standing 0.002 0.990 0.997 0.994 g = running 0.023 0.881 0.922 0.901 h = walking ------------------------------------------------------- 0.017 0.900 0.895 0.894 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.954 0.657 0.778 a = climbing down 0.131 0.530 0.953 0.681 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.993 0.956 0.974 d = lying 0.105 0.629 0.958 0.759 e = sitting 0.010 0.791 0.264 0.395 f = standing 0.007 0.959 0.999 0.979 g = running 0.017 0.830 0.443 0.578 h = walking ------------------------------------------------------- 0.040 0.814 0.764 0.747 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.115 0.257 0.595 0.359 a = climbing down 0.004 0.922 0.336 0.493 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 0.999 0.876 0.933 d = lying 0.019 0.903 0.969 0.935 e = sitting 0.017 0.896 0.945 0.920 f = standing 0.046 0.808 1.000 0.894 g = running 0.003 0.984 0.787 0.875 h = walking ------------------------------------------------------- 0.021 0.880 0.816 0.822 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.718 0.794 a = climbing down 0.082 0.585 0.790 0.673 b = climbing up 0.000 0.993 0.887 0.937 c = jumping 0.022 0.883 0.936 0.909 d = lying 0.018 0.800 0.506 0.619 e = sitting 0.064 0.687 0.875 0.769 f = standing 0.003 0.984 0.975 0.979 g = running 0.038 0.770 0.674 0.719 h = walking ------------------------------------------------------- 0.033 0.808 0.793 0.791 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.877 0.756 0.812 a = climbing down 0.040 0.812 0.944 0.873 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.010 0.920 0.672 0.777 d = lying 0.059 0.398 0.330 0.361 e = sitting 0.134 0.481 0.653 0.554 f = standing 0.001 0.994 0.935 0.963 g = running 0.022 0.873 0.878 0.876 h = walking ------------------------------------------------------- 0.041 0.778 0.760 0.762 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.218 0.379 0.967 0.545 a = climbing down 0.002 0.915 0.166 0.281 b = climbing up 0.001 0.958 0.981 0.969 c = jumping 0.000 0.999 0.986 0.992 d = lying 0.010 0.944 0.971 0.958 e = sitting 0.004 0.972 0.933 0.952 f = standing 0.005 0.975 0.994 0.984 g = running 0.011 0.843 0.325 0.469 h = walking ------------------------------------------------------- 0.031 0.874 0.780 0.764 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.968 0.919 0.943 a = climbing down 0.023 0.855 0.873 0.864 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.024 0.871 0.982 0.923 d = lying 0.021 0.866 0.929 0.896 e = sitting 0.003 0.978 0.842 0.905 f = standing 0.011 0.943 0.897 0.919 g = running 0.026 0.865 0.882 0.873 h = walking ------------------------------------------------------- 0.016 0.908 0.904 0.904 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.702 0.545 0.614 a = climbing down 0.086 0.674 0.923 0.779 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.008 0.947 0.837 0.889 d = lying 0.052 0.726 0.985 0.836 e = sitting 0.022 0.819 0.805 0.812 f = standing 0.001 0.997 0.823 0.902 g = running 0.011 0.907 0.755 0.824 h = walking ------------------------------------------------------- 0.030 0.836 0.816 0.816 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.039 0.700 0.789 0.742 a = climbing down 0.020 0.839 0.769 0.802 b = climbing up 0.000 1.000 0.719 0.836 c = jumping 0.059 0.663 0.797 0.724 d = lying 0.051 0.719 0.947 0.817 e = sitting 0.039 0.713 0.591 0.646 f = standing 0.008 0.968 0.814 0.884 g = running 0.029 0.822 0.808 0.815 h = walking ------------------------------------------------------- 0.032 0.799 0.786 0.786 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.695 0.790 0.739 a = climbing down 0.101 0.451 0.575 0.505 b = climbing up 0.000 0.500 0.333 0.400 c = jumping 0.016 0.919 0.945 0.932 d = lying 0.010 0.928 0.930 0.929 e = sitting 0.018 0.889 0.854 0.871 f = standing 0.001 0.995 0.999 0.997 g = running 0.044 0.655 0.444 0.529 h = walking ------------------------------------------------------- 0.032 0.802 0.795 0.794 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.029 0.793 0.756 0.774 a = climbing down 0.034 0.796 0.839 0.817 b = climbing up 0.010 0.657 0.988 0.789 c = jumping 0.006 0.957 0.865 0.909 d = lying 0.023 0.829 0.751 0.788 e = sitting 0.055 0.713 0.860 0.779 f = standing 0.003 0.986 0.903 0.943 g = running 0.022 0.869 0.867 0.868 h = walking ------------------------------------------------------- 0.023 0.851 0.842 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.812 0.752 0.781 a = climbing down 0.032 0.831 0.536 0.652 b = climbing up 0.000 0.994 0.971 0.983 c = jumping 0.020 0.754 0.483 0.589 d = lying 0.028 0.835 0.915 0.873 e = sitting 0.124 0.534 0.842 0.654 f = standing 0.011 0.930 0.946 0.938 g = running 0.047 0.758 0.926 0.833 h = walking ------------------------------------------------------- 0.041 0.785 0.761 0.756 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.894 0.788 0.837 a = climbing down 0.026 0.816 0.860 0.837 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.005 0.973 0.987 0.980 d = lying 0.051 0.722 0.911 0.806 e = sitting 0.017 0.901 0.862 0.881 f = standing 0.002 0.990 0.838 0.907 g = running 0.027 0.850 0.890 0.869 h = walking ------------------------------------------------------- 0.018 0.888 0.879 0.881 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.090 0.538 0.908 0.676 a = climbing down 0.031 0.633 0.539 0.582 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.953 0.755 0.843 d = lying 0.020 0.883 0.767 0.821 e = sitting 0.078 0.668 0.919 0.774 f = standing 0.009 0.955 0.999 0.976 g = running 0.003 0.975 0.574 0.723 h = walking ------------------------------------------------------- 0.030 0.833 0.792 0.794 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.026 0.781 0.735 0.758 a = climbing down 0.090 0.607 0.913 0.729 b = climbing up 0.000 1.000 0.728 0.842 c = jumping 0.005 0.972 0.926 0.948 d = lying 0.039 0.780 0.891 0.832 e = sitting 0.026 0.828 0.757 0.791 f = standing 0.007 0.963 0.986 0.974 g = running 0.012 0.897 0.570 0.697 h = walking ------------------------------------------------------- 0.027 0.843 0.823 0.822 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.869 0.880 a = climbing down 0.060 0.716 0.904 0.799 b = climbing up 0.000 1.000 0.764 0.866 c = jumping 0.000 0.997 0.989 0.993 d = lying 0.082 0.621 0.877 0.727 e = sitting 0.023 0.766 0.480 0.590 f = standing 0.004 0.976 0.999 0.988 g = running 0.008 0.941 0.713 0.811 h = walking ------------------------------------------------------- 0.026 0.853 0.835 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.952 0.533 0.683 a = climbing down 0.123 0.549 0.979 0.703 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.988 0.952 0.970 d = lying 0.083 0.681 0.941 0.790 e = sitting 0.016 0.786 0.406 0.535 f = standing 0.003 0.983 0.999 0.991 g = running 0.014 0.888 0.577 0.700 h = walking ------------------------------------------------------- 0.035 0.836 0.791 0.784 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.250 0.144 0.616 0.234 a = climbing down 0.005 0.831 0.175 0.289 b = climbing up 0.002 0.921 0.948 0.934 c = jumping 0.000 1.000 0.759 0.863 d = lying 0.138 0.553 0.993 0.711 e = sitting 0.038 0.450 0.194 0.271 f = standing 0.049 0.795 0.991 0.882 g = running 0.003 0.928 0.160 0.273 h = walking ------------------------------------------------------- 0.051 0.735 0.566 0.544 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.856 0.781 0.817 a = climbing down 0.035 0.727 0.646 0.684 b = climbing up 0.000 0.987 0.956 0.971 c = jumping 0.012 0.933 0.943 0.938 d = lying 0.011 0.850 0.434 0.575 e = sitting 0.083 0.658 0.914 0.765 f = standing 0.002 0.991 0.994 0.993 g = running 0.051 0.772 0.896 0.829 h = walking ------------------------------------------------------- 0.030 0.831 0.819 0.812 Weighted Avg. Run: 4 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.911 0.654 0.761 a = climbing down 0.060 0.627 0.664 0.645 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.013 0.927 0.966 0.946 d = lying 0.115 0.523 0.619 0.567 e = sitting 0.069 0.334 0.228 0.271 f = standing 0.003 0.980 0.991 0.985 g = running 0.056 0.726 0.863 0.789 h = walking ------------------------------------------------------- 0.048 0.719 0.723 0.716 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.051 0.752 0.947 0.839 a = climbing down 0.127 0.139 0.656 0.230 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.036 0.814 0.742 0.777 d = lying 0.041 0.832 0.963 0.893 e = sitting 0.037 0.811 0.749 0.779 f = standing 0.000 1.000 1.000 1.000 g = running 0.002 0.939 0.168 0.285 h = walking ------------------------------------------------------- 0.031 0.834 0.738 0.729 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.144 0.433 0.975 0.599 a = climbing down 0.079 0.501 0.505 0.503 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.042 0.795 0.943 0.863 d = lying 0.034 0.816 0.931 0.869 e = sitting 0.018 0.836 0.657 0.736 f = standing 0.000 1.000 0.861 0.925 g = running 0.009 0.785 0.179 0.292 h = walking ------------------------------------------------------- 0.040 0.765 0.714 0.695 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.108 0.406 0.479 0.439 a = climbing down 0.145 0.487 0.759 0.593 b = climbing up 0.017 0.441 1.000 0.612 c = jumping 0.004 0.955 0.615 0.748 d = lying 0.196 0.327 0.816 0.466 e = sitting 0.101 0.228 0.208 0.218 f = standing 0.000 1.000 0.185 0.312 g = running 0.031 0.624 0.358 0.455 h = walking ------------------------------------------------------- 0.075 0.614 0.471 0.457 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.090 0.535 0.917 0.676 a = climbing down 0.026 0.796 0.676 0.731 b = climbing up 0.000 0.983 0.788 0.875 c = jumping 0.025 0.760 0.520 0.617 d = lying 0.058 0.684 0.935 0.790 e = sitting 0.076 0.563 0.681 0.616 f = standing 0.006 0.980 0.862 0.917 g = running 0.034 0.671 0.433 0.527 h = walking ------------------------------------------------------- 0.038 0.751 0.723 0.721 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.063 0.653 0.876 0.748 a = climbing down 0.038 0.718 0.651 0.683 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.028 0.840 0.834 0.837 d = lying 0.042 0.766 0.857 0.809 e = sitting 0.045 0.714 0.635 0.672 f = standing 0.005 0.972 0.978 0.975 g = running 0.041 0.673 0.550 0.605 h = walking ------------------------------------------------------- 0.036 0.775 0.773 0.770 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.042 0.646 0.588 0.616 a = climbing down 0.104 0.573 0.831 0.678 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.021 0.843 0.792 0.817 d = lying 0.063 0.537 0.500 0.518 e = sitting 0.101 0.514 0.594 0.551 f = standing 0.002 0.992 0.954 0.973 g = running 0.044 0.589 0.369 0.454 h = walking ------------------------------------------------------- 0.052 0.684 0.677 0.673 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.764 0.674 0.716 a = climbing down 0.177 0.505 0.595 0.546 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.048 0.699 0.717 0.708 d = lying 0.043 0.622 0.669 0.644 e = sitting 0.100 0.565 0.780 0.655 f = standing 0.036 0.815 0.955 0.879 g = running 0.010 0.807 0.254 0.386 h = walking ------------------------------------------------------- 0.074 0.672 0.641 0.621 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.691 0.807 a = climbing down 0.054 0.717 0.918 0.805 b = climbing up 0.004 0.854 1.000 0.921 c = jumping 0.021 0.883 0.974 0.926 d = lying 0.036 0.685 0.474 0.560 e = sitting 0.088 0.573 0.728 0.641 f = standing 0.001 0.995 0.915 0.953 g = running 0.029 0.813 0.795 0.804 h = walking ------------------------------------------------------- 0.032 0.810 0.797 0.794 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.002 0.953 0.563 0.708 a = climbing down 0.113 0.515 0.963 0.671 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.058 0.599 0.477 0.531 d = lying 0.041 0.575 0.286 0.382 e = sitting 0.175 0.415 0.765 0.538 f = standing 0.007 0.967 0.972 0.970 g = running 0.002 0.986 0.580 0.731 h = walking ------------------------------------------------------- 0.054 0.722 0.656 0.653 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.890 0.635 0.741 a = climbing down 0.034 0.582 0.279 0.377 b = climbing up 0.000 1.000 0.856 0.923 c = jumping 0.005 0.928 0.342 0.499 d = lying 0.096 0.524 0.737 0.612 e = sitting 0.122 0.457 0.585 0.513 f = standing 0.004 0.979 0.998 0.988 g = running 0.141 0.523 0.933 0.670 h = walking ------------------------------------------------------- 0.058 0.704 0.646 0.632 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.048 0.650 0.682 0.665 a = climbing down 0.131 0.461 0.740 0.568 b = climbing up 0.001 0.974 0.905 0.938 c = jumping 0.001 0.994 0.954 0.973 d = lying 0.119 0.540 0.925 0.682 e = sitting 0.014 0.776 0.280 0.411 f = standing 0.018 0.907 0.997 0.950 g = running 0.006 0.918 0.360 0.517 h = walking ------------------------------------------------------- 0.044 0.768 0.707 0.691 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.902 0.635 0.746 a = climbing down 0.173 0.476 0.852 0.611 b = climbing up 0.000 0.984 0.974 0.979 c = jumping 0.002 0.990 0.879 0.932 d = lying 0.151 0.409 0.867 0.556 e = sitting 0.030 0.534 0.165 0.253 f = standing 0.005 0.974 0.997 0.985 g = running 0.026 0.615 0.253 0.358 h = walking ------------------------------------------------------- 0.054 0.706 0.660 0.636 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.244 0.210 0.956 0.344 a = climbing down 0.021 0.763 0.441 0.559 b = climbing up 0.000 0.994 0.947 0.970 c = jumping 0.016 0.922 0.979 0.949 d = lying 0.090 0.620 0.827 0.709 e = sitting 0.032 0.704 0.422 0.528 f = standing 0.002 0.988 0.993 0.990 g = running 0.000 0.400 0.002 0.003 h = walking ------------------------------------------------------- 0.040 0.700 0.634 0.605 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.039 0.712 0.836 0.769 a = climbing down 0.109 0.531 0.745 0.620 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.025 0.870 0.917 0.893 d = lying 0.050 0.699 0.698 0.699 e = sitting 0.051 0.654 0.604 0.628 f = standing 0.002 0.991 0.992 0.991 g = running 0.007 0.922 0.459 0.613 h = walking ------------------------------------------------------- 0.039 0.780 0.757 0.754 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.016 0.867 0.856 0.861 a = climbing down 0.072 0.658 0.897 0.759 b = climbing up 0.001 0.971 0.912 0.940 c = jumping 0.018 0.886 0.777 0.828 d = lying 0.079 0.528 0.445 0.483 e = sitting 0.128 0.317 0.412 0.358 f = standing 0.005 0.973 0.988 0.981 g = running 0.011 0.915 0.658 0.765 h = walking ------------------------------------------------------- 0.046 0.741 0.716 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.008 0.950 0.928 0.939 a = climbing down 0.099 0.220 0.909 0.354 b = climbing up 0.004 0.859 0.993 0.921 c = jumping 0.145 0.618 0.987 0.760 d = lying 0.006 0.971 0.947 0.959 e = sitting 0.011 0.837 0.285 0.425 f = standing 0.000 0.998 0.960 0.979 g = running 0.003 0.973 0.485 0.647 h = walking ------------------------------------------------------- 0.035 0.856 0.760 0.755 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.958 0.949 a = climbing down 0.051 0.725 0.897 0.802 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.912 0.970 0.940 d = lying 0.042 0.779 0.956 0.859 e = sitting 0.009 0.935 0.807 0.866 f = standing 0.001 0.996 0.865 0.926 g = running 0.011 0.925 0.744 0.825 h = walking ------------------------------------------------------- 0.019 0.894 0.881 0.882 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.721 0.686 0.703 a = climbing down 0.092 0.637 0.898 0.745 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.953 0.791 0.864 d = lying 0.059 0.659 0.970 0.784 e = sitting 0.031 0.769 0.729 0.748 f = standing 0.000 0.998 0.845 0.915 g = running 0.014 0.859 0.563 0.680 h = walking ------------------------------------------------------- 0.032 0.818 0.789 0.790 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.134 0.446 0.880 0.592 a = climbing down 0.035 0.744 0.736 0.740 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.026 0.838 0.804 0.821 d = lying 0.053 0.690 0.906 0.783 e = sitting 0.040 0.705 0.684 0.694 f = standing 0.002 0.994 0.864 0.924 g = running 0.036 0.337 0.106 0.161 h = walking ------------------------------------------------------- 0.039 0.715 0.714 0.695 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.041 0.745 0.882 0.808 a = climbing down 0.088 0.544 0.726 0.622 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.053 0.733 0.801 0.765 d = lying 0.030 0.838 0.964 0.897 e = sitting 0.031 0.766 0.587 0.665 f = standing 0.000 0.998 0.980 0.989 g = running 0.028 0.665 0.364 0.470 h = walking ------------------------------------------------------- 0.037 0.768 0.765 0.756 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.101 0.500 0.810 0.618 a = climbing down 0.026 0.802 0.665 0.727 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.021 0.879 0.865 0.872 d = lying 0.023 0.798 0.639 0.709 e = sitting 0.073 0.642 0.768 0.699 f = standing 0.002 0.991 0.983 0.987 g = running 0.026 0.774 0.530 0.629 h = walking ------------------------------------------------------- 0.036 0.787 0.762 0.764 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.770 0.943 0.848 a = climbing down 0.112 0.557 0.477 0.514 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.083 0.486 0.531 0.507 d = lying 0.019 0.840 0.974 0.902 e = sitting 0.131 0.436 0.622 0.513 f = standing 0.032 0.833 0.968 0.895 g = running 0.014 0.836 0.404 0.545 h = walking ------------------------------------------------------- 0.066 0.668 0.644 0.629 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.975 0.763 0.856 a = climbing down 0.036 0.766 0.843 0.803 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.011 0.943 0.973 0.958 d = lying 0.015 0.917 0.951 0.934 e = sitting 0.016 0.876 0.858 0.867 f = standing 0.002 0.992 0.949 0.970 g = running 0.030 0.836 0.912 0.872 h = walking ------------------------------------------------------- 0.015 0.908 0.903 0.904 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.681 0.878 0.767 a = climbing down 0.011 0.769 0.295 0.427 b = climbing up 0.000 1.000 0.326 0.492 c = jumping 0.073 0.649 0.730 0.687 d = lying 0.035 0.759 0.572 0.652 e = sitting 0.093 0.508 0.594 0.548 f = standing 0.024 0.888 0.983 0.933 g = running 0.063 0.740 0.925 0.822 h = walking ------------------------------------------------------- 0.048 0.726 0.713 0.697 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.715 0.814 a = climbing down 0.065 0.701 0.843 0.765 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.010 0.668 0.125 0.210 d = lying 0.065 0.682 0.920 0.783 e = sitting 0.123 0.423 0.667 0.518 f = standing 0.002 0.988 0.993 0.990 g = running 0.035 0.804 0.817 0.810 h = walking ------------------------------------------------------- 0.041 0.758 0.735 0.711 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.843 0.774 0.807 a = climbing down 0.047 0.731 0.842 0.783 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.007 0.955 0.882 0.917 d = lying 0.047 0.748 0.923 0.826 e = sitting 0.027 0.812 0.690 0.746 f = standing 0.006 0.967 0.999 0.983 g = running 0.017 0.898 0.840 0.868 h = walking ------------------------------------------------------- 0.023 0.859 0.853 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.782 0.822 0.801 a = climbing down 0.145 0.510 0.887 0.648 b = climbing up 0.000 0.995 0.990 0.992 c = jumping 0.002 0.988 0.867 0.923 d = lying 0.121 0.492 0.951 0.649 e = sitting 0.026 0.688 0.318 0.435 f = standing 0.001 0.993 0.998 0.996 g = running 0.013 0.650 0.139 0.229 h = walking ------------------------------------------------------- 0.044 0.749 0.709 0.679 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.108 0.459 0.175 a = climbing down 0.003 0.885 0.142 0.245 b = climbing up 0.000 0.983 0.961 0.972 c = jumping 0.023 0.889 0.950 0.918 d = lying 0.008 0.953 0.935 0.944 e = sitting 0.017 0.893 0.837 0.864 f = standing 0.075 0.701 1.000 0.824 g = running 0.003 0.790 0.061 0.113 h = walking ------------------------------------------------------- 0.036 0.806 0.649 0.627 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.909 0.733 0.812 a = climbing down 0.169 0.466 0.938 0.623 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.022 0.882 0.916 0.899 d = lying 0.017 0.887 0.786 0.834 e = sitting 0.039 0.768 0.821 0.794 f = standing 0.000 0.998 0.996 0.997 g = running 0.006 0.844 0.179 0.295 h = walking ------------------------------------------------------- 0.036 0.829 0.774 0.757 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.921 0.778 0.844 a = climbing down 0.143 0.528 0.970 0.684 b = climbing up 0.000 1.000 0.626 0.770 c = jumping 0.017 0.843 0.478 0.610 d = lying 0.065 0.345 0.271 0.304 e = sitting 0.177 0.321 0.512 0.395 f = standing 0.013 0.932 0.975 0.953 g = running 0.006 0.922 0.391 0.549 h = walking ------------------------------------------------------- 0.059 0.707 0.630 0.629 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.195 0.426 0.915 0.582 a = climbing down 0.051 0.190 0.392 0.256 b = climbing up 0.009 0.699 0.804 0.748 c = jumping 0.164 0.557 0.868 0.679 d = lying 0.019 0.910 0.932 0.921 e = sitting 0.029 0.490 0.136 0.213 f = standing 0.004 0.958 0.916 0.936 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.059 0.529 0.620 0.542 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.048 0.680 0.933 0.787 a = climbing down 0.123 0.514 0.849 0.640 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.072 0.626 0.724 0.672 d = lying 0.023 0.848 0.822 0.835 e = sitting 0.051 0.639 0.552 0.592 f = standing 0.025 0.880 0.889 0.885 g = running 0.012 0.719 0.160 0.261 h = walking ------------------------------------------------------- 0.048 0.714 0.694 0.667 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.616 0.711 0.660 a = climbing down 0.058 0.731 0.866 0.793 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.902 0.837 0.868 d = lying 0.084 0.579 0.987 0.730 e = sitting 0.021 0.820 0.685 0.747 f = standing 0.001 0.996 0.740 0.849 g = running 0.016 0.846 0.583 0.691 h = walking ------------------------------------------------------- 0.033 0.807 0.772 0.775 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.120 0.454 0.837 0.588 a = climbing down 0.026 0.790 0.647 0.711 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.046 0.686 0.666 0.676 d = lying 0.094 0.588 0.976 0.734 e = sitting 0.045 0.668 0.594 0.629 f = standing 0.003 0.986 0.698 0.817 g = running 0.050 0.479 0.273 0.348 h = walking ------------------------------------------------------- 0.047 0.702 0.664 0.661 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.068 0.645 0.866 0.739 a = climbing down 0.082 0.504 0.570 0.535 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.060 0.710 0.743 0.726 d = lying 0.015 0.898 0.933 0.916 e = sitting 0.054 0.653 0.592 0.621 f = standing 0.000 0.998 1.000 0.999 g = running 0.033 0.659 0.385 0.486 h = walking ------------------------------------------------------- 0.039 0.633 0.636 0.628 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.704 0.609 0.653 a = climbing down 0.164 0.464 0.900 0.612 b = climbing up 0.000 0.975 0.914 0.944 c = jumping 0.029 0.743 0.438 0.551 d = lying 0.023 0.736 0.463 0.568 e = sitting 0.139 0.479 0.755 0.586 f = standing 0.042 0.823 0.960 0.886 g = running 0.017 0.522 0.112 0.184 h = walking ------------------------------------------------------- 0.063 0.646 0.617 0.587 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.088 0.533 0.925 0.677 a = climbing down 0.090 0.587 0.437 0.501 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.085 0.562 0.677 0.614 d = lying 0.024 0.790 0.872 0.829 e = sitting 0.116 0.402 0.482 0.438 f = standing 0.037 0.806 0.956 0.875 g = running 0.014 0.806 0.337 0.475 h = walking ------------------------------------------------------- 0.057 0.561 0.586 0.551 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.886 0.672 0.764 a = climbing down 0.067 0.613 0.793 0.692 b = climbing up 0.000 1.000 0.891 0.943 c = jumping 0.035 0.830 0.981 0.899 d = lying 0.086 0.592 0.861 0.701 e = sitting 0.037 0.704 0.520 0.598 f = standing 0.003 0.984 0.751 0.852 g = running 0.029 0.815 0.772 0.793 h = walking ------------------------------------------------------- 0.035 0.793 0.768 0.768 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.786 0.852 0.818 a = climbing down 0.011 0.836 0.470 0.601 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.048 0.716 0.613 0.661 d = lying 0.030 0.819 0.701 0.755 e = sitting 0.101 0.539 0.730 0.620 f = standing 0.006 0.972 0.998 0.985 g = running 0.053 0.774 0.963 0.858 h = walking ------------------------------------------------------- 0.039 0.784 0.770 0.766 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.955 0.567 0.711 a = climbing down 0.052 0.676 0.640 0.657 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.024 0.684 0.298 0.415 d = lying 0.024 0.827 0.807 0.817 e = sitting 0.143 0.462 0.733 0.567 f = standing 0.003 0.985 0.991 0.988 g = running 0.084 0.646 0.919 0.759 h = walking ------------------------------------------------------- 0.048 0.748 0.714 0.706 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.039 0.623 0.492 0.550 a = climbing down 0.208 0.405 0.936 0.565 b = climbing up 0.000 1.000 0.643 0.783 c = jumping 0.006 0.963 0.898 0.929 d = lying 0.060 0.588 0.571 0.579 e = sitting 0.078 0.577 0.621 0.599 f = standing 0.011 0.944 0.999 0.971 g = running 0.002 0.814 0.040 0.076 h = walking ------------------------------------------------------- 0.054 0.720 0.651 0.616 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.917 0.574 0.706 a = climbing down 0.176 0.461 0.963 0.624 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.001 0.990 0.740 0.847 d = lying 0.110 0.491 0.864 0.626 e = sitting 0.066 0.560 0.400 0.467 f = standing 0.001 0.996 0.997 0.997 g = running 0.005 0.883 0.241 0.378 h = walking ------------------------------------------------------- 0.049 0.768 0.684 0.673 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.282 0.174 0.863 0.290 a = climbing down 0.004 0.878 0.180 0.299 b = climbing up 0.001 0.976 0.964 0.970 c = jumping 0.018 0.908 0.925 0.916 d = lying 0.125 0.565 0.967 0.713 e = sitting 0.015 0.732 0.224 0.343 f = standing 0.018 0.907 0.998 0.950 g = running 0.008 0.113 0.005 0.009 h = walking ------------------------------------------------------- 0.046 0.643 0.575 0.528 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.224 0.073 0.110 a = climbing down 0.253 0.388 0.970 0.554 b = climbing up 0.000 0.991 0.727 0.839 c = jumping 0.064 0.717 0.803 0.758 d = lying 0.004 0.793 0.105 0.185 e = sitting 0.160 0.422 0.672 0.519 f = standing 0.012 0.934 0.975 0.954 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.065 0.559 0.541 0.490 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.777 0.847 a = climbing down 0.040 0.753 0.762 0.757 b = climbing up 0.000 1.000 0.752 0.858 c = jumping 0.011 0.896 0.531 0.667 d = lying 0.091 0.471 0.497 0.484 e = sitting 0.155 0.292 0.405 0.339 f = standing 0.009 0.951 1.000 0.975 g = running 0.039 0.803 0.885 0.842 h = walking ------------------------------------------------------- 0.049 0.734 0.696 0.705 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.853 0.945 0.897 a = climbing down 0.028 0.375 0.548 0.445 b = climbing up 0.002 0.911 1.000 0.953 c = jumping 0.001 0.994 0.987 0.990 d = lying 0.012 0.940 0.906 0.923 e = sitting 0.022 0.898 0.935 0.916 f = standing 0.000 0.998 0.976 0.987 g = running 0.009 0.948 0.797 0.866 h = walking ------------------------------------------------------- 0.012 0.921 0.911 0.914 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.960 0.937 0.948 a = climbing down 0.043 0.756 0.870 0.809 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.027 0.857 0.989 0.918 d = lying 0.015 0.898 0.858 0.878 e = sitting 0.015 0.897 0.813 0.853 f = standing 0.009 0.955 0.942 0.949 g = running 0.019 0.885 0.786 0.832 h = walking ------------------------------------------------------- 0.019 0.889 0.885 0.885 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.039 0.718 0.646 0.680 a = climbing down 0.187 0.462 0.888 0.608 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.949 0.800 0.868 d = lying 0.086 0.525 0.817 0.639 e = sitting 0.047 0.618 0.592 0.604 f = standing 0.000 0.999 0.796 0.886 g = running 0.007 0.491 0.046 0.084 h = walking ------------------------------------------------------- 0.050 0.714 0.676 0.654 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.024 0.762 0.680 0.718 a = climbing down 0.045 0.597 0.476 0.530 b = climbing up 0.000 0.993 0.954 0.973 c = jumping 0.034 0.710 0.559 0.626 d = lying 0.063 0.670 0.912 0.772 e = sitting 0.077 0.586 0.710 0.642 f = standing 0.001 0.994 0.793 0.882 g = running 0.083 0.611 0.767 0.680 h = walking ------------------------------------------------------- 0.043 0.735 0.715 0.716 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.071 0.606 0.861 0.711 a = climbing down 0.096 0.518 0.739 0.609 b = climbing up 0.000 1.000 0.795 0.886 c = jumping 0.089 0.659 0.931 0.772 d = lying 0.020 0.877 0.887 0.882 e = sitting 0.026 0.739 0.403 0.522 f = standing 0.006 0.970 1.000 0.985 g = running 0.026 0.379 0.103 0.161 h = walking ------------------------------------------------------- 0.045 0.697 0.710 0.677 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.035 0.632 0.486 0.550 a = climbing down 0.179 0.435 0.870 0.580 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.003 0.981 0.836 0.903 d = lying 0.062 0.581 0.616 0.598 e = sitting 0.083 0.555 0.642 0.596 f = standing 0.000 0.998 0.959 0.978 g = running 0.027 0.336 0.081 0.131 h = walking ------------------------------------------------------- 0.052 0.669 0.662 0.641 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.038 0.721 0.926 0.811 a = climbing down 0.093 0.636 0.577 0.605 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.068 0.551 0.446 0.493 d = lying 0.050 0.628 0.845 0.720 e = sitting 0.139 0.364 0.510 0.425 f = standing 0.024 0.865 0.969 0.914 g = running 0.025 0.760 0.456 0.570 h = walking ------------------------------------------------------- 0.055 0.566 0.591 0.567 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.628 0.750 a = climbing down 0.042 0.718 0.745 0.731 b = climbing up 0.000 1.000 0.701 0.824 c = jumping 0.005 0.968 0.972 0.970 d = lying 0.049 0.654 0.559 0.603 e = sitting 0.085 0.576 0.703 0.633 f = standing 0.009 0.958 0.943 0.950 g = running 0.043 0.778 0.933 0.849 h = walking ------------------------------------------------------- 0.033 0.805 0.794 0.793 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.877 0.842 0.859 a = climbing down 0.086 0.520 0.907 0.661 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.003 0.982 0.757 0.855 d = lying 0.048 0.610 0.385 0.472 e = sitting 0.141 0.498 0.858 0.631 f = standing 0.004 0.980 0.981 0.980 g = running 0.001 0.994 0.578 0.731 h = walking ------------------------------------------------------- 0.038 0.804 0.745 0.747 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.886 0.555 0.682 a = climbing down 0.075 0.550 0.598 0.573 b = climbing up 0.000 1.000 0.731 0.845 c = jumping 0.015 0.923 0.907 0.915 d = lying 0.058 0.660 0.792 0.720 e = sitting 0.042 0.723 0.608 0.661 f = standing 0.008 0.958 0.999 0.978 g = running 0.068 0.665 0.816 0.733 h = walking ------------------------------------------------------- 0.038 0.776 0.763 0.762 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.835 0.806 a = climbing down 0.086 0.599 0.815 0.691 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.122 0.546 0.940 0.691 e = sitting 0.010 0.774 0.223 0.346 f = standing 0.004 0.979 1.000 0.990 g = running 0.008 0.938 0.602 0.734 h = walking ------------------------------------------------------- 0.034 0.817 0.776 0.760 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.880 0.574 0.695 a = climbing down 0.203 0.474 0.925 0.627 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.989 0.964 0.976 d = lying 0.119 0.493 0.912 0.640 e = sitting 0.015 0.629 0.170 0.267 f = standing 0.003 0.982 1.000 0.991 g = running 0.012 0.625 0.114 0.193 h = walking ------------------------------------------------------- 0.052 0.735 0.689 0.646 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.189 0.887 0.311 a = climbing down 0.021 0.677 0.271 0.387 b = climbing up 0.001 0.957 0.978 0.967 c = jumping 0.000 0.998 0.909 0.951 d = lying 0.040 0.781 0.781 0.781 e = sitting 0.055 0.681 0.753 0.716 f = standing 0.018 0.909 0.997 0.951 g = running 0.001 0.889 0.037 0.071 h = walking ------------------------------------------------------- 0.036 0.793 0.642 0.622 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.876 0.836 0.855 a = climbing down 0.043 0.749 0.854 0.798 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.032 0.837 0.974 0.900 d = lying 0.054 0.667 0.635 0.651 e = sitting 0.051 0.669 0.596 0.630 f = standing 0.000 0.999 0.989 0.994 g = running 0.013 0.915 0.836 0.873 h = walking ------------------------------------------------------- 0.029 0.820 0.821 0.819 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.687 0.791 a = climbing down 0.063 0.693 0.906 0.785 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.011 0.930 0.795 0.857 d = lying 0.046 0.625 0.421 0.503 e = sitting 0.130 0.441 0.663 0.530 f = standing 0.006 0.968 0.970 0.969 g = running 0.018 0.892 0.858 0.874 h = walking ------------------------------------------------------- 0.039 0.787 0.759 0.762 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.025 0.858 0.966 0.909 a = climbing down 0.051 0.285 0.672 0.401 b = climbing up 0.001 0.968 0.987 0.977 c = jumping 0.013 0.949 0.957 0.953 d = lying 0.025 0.890 0.977 0.931 e = sitting 0.010 0.942 0.821 0.877 f = standing 0.004 0.967 0.992 0.980 g = running 0.004 0.970 0.655 0.782 h = walking ------------------------------------------------------- 0.014 0.912 0.882 0.887 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.956 0.951 a = climbing down 0.027 0.815 0.787 0.801 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.031 0.838 0.969 0.899 d = lying 0.039 0.783 0.929 0.850 e = sitting 0.013 0.906 0.731 0.809 f = standing 0.002 0.990 0.861 0.921 g = running 0.030 0.846 0.880 0.863 h = walking ------------------------------------------------------- 0.021 0.879 0.872 0.872 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.662 0.730 0.694 a = climbing down 0.075 0.690 0.929 0.792 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.017 0.892 0.847 0.869 d = lying 0.079 0.572 0.918 0.705 e = sitting 0.037 0.720 0.670 0.694 f = standing 0.001 0.997 0.731 0.844 g = running 0.012 0.854 0.464 0.601 h = walking ------------------------------------------------------- 0.036 0.795 0.759 0.758 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.054 0.639 0.823 0.719 a = climbing down 0.040 0.744 0.887 0.809 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.028 0.817 0.831 0.824 d = lying 0.090 0.590 0.948 0.727 e = sitting 0.030 0.789 0.761 0.775 f = standing 0.001 0.995 0.670 0.801 g = running 0.018 0.840 0.580 0.686 h = walking ------------------------------------------------------- 0.032 0.808 0.770 0.771 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.781 0.882 0.828 a = climbing down 0.091 0.507 0.657 0.572 b = climbing up 0.000 0.991 0.951 0.971 c = jumping 0.029 0.854 0.896 0.874 d = lying 0.012 0.904 0.725 0.805 e = sitting 0.059 0.697 0.777 0.735 f = standing 0.001 0.993 0.998 0.995 g = running 0.037 0.611 0.381 0.469 h = walking ------------------------------------------------------- 0.036 0.778 0.772 0.768 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.021 0.824 0.793 0.808 a = climbing down 0.175 0.442 0.860 0.584 b = climbing up 0.000 0.983 0.930 0.956 c = jumping 0.018 0.843 0.586 0.691 d = lying 0.070 0.584 0.700 0.637 e = sitting 0.088 0.541 0.599 0.568 f = standing 0.014 0.934 0.957 0.946 g = running 0.017 0.368 0.055 0.096 h = walking ------------------------------------------------------- 0.056 0.656 0.653 0.623 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.003 0.477 0.025 0.047 a = climbing down 0.327 0.264 0.394 0.316 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.081 0.550 0.716 0.622 d = lying 0.010 0.844 0.524 0.646 e = sitting 0.119 0.419 0.523 0.465 f = standing 0.138 0.538 0.970 0.692 g = running 0.005 0.054 0.002 0.003 h = walking ------------------------------------------------------- 0.123 0.418 0.441 0.378 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.939 0.860 0.898 a = climbing down 0.024 0.824 0.857 0.840 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.964 0.980 0.972 d = lying 0.034 0.809 0.853 0.830 e = sitting 0.028 0.824 0.798 0.811 f = standing 0.001 0.994 0.960 0.977 g = running 0.022 0.870 0.899 0.884 h = walking ------------------------------------------------------- 0.017 0.895 0.894 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.654 0.933 0.769 a = climbing down 0.013 0.744 0.313 0.441 b = climbing up 0.003 0.831 0.645 0.726 c = jumping 0.051 0.728 0.699 0.713 d = lying 0.033 0.621 0.285 0.391 e = sitting 0.141 0.480 0.813 0.604 f = standing 0.015 0.925 0.962 0.943 g = running 0.048 0.782 0.913 0.843 h = walking ------------------------------------------------------- 0.048 0.716 0.700 0.679 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.827 0.628 0.714 a = climbing down 0.064 0.680 0.825 0.746 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.008 0.938 0.618 0.745 d = lying 0.057 0.663 0.805 0.727 e = sitting 0.083 0.582 0.662 0.619 f = standing 0.013 0.929 1.000 0.963 g = running 0.037 0.764 0.744 0.754 h = walking ------------------------------------------------------- 0.039 0.777 0.759 0.759 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.928 0.843 0.883 a = climbing down 0.062 0.692 0.928 0.793 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.006 0.964 0.988 0.976 d = lying 0.092 0.604 0.928 0.731 e = sitting 0.011 0.869 0.435 0.579 f = standing 0.003 0.982 1.000 0.991 g = running 0.009 0.939 0.721 0.815 h = walking ------------------------------------------------------- 0.026 0.863 0.833 0.828 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.000 0.987 0.303 0.464 a = climbing down 0.233 0.403 0.971 0.569 b = climbing up 0.000 0.995 0.968 0.981 c = jumping 0.003 0.985 0.824 0.897 d = lying 0.138 0.431 0.840 0.570 e = sitting 0.042 0.432 0.168 0.242 f = standing 0.024 0.885 0.998 0.938 g = running 0.008 0.640 0.081 0.144 h = walking ------------------------------------------------------- 0.060 0.689 0.612 0.566 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.297 0.171 0.909 0.288 a = climbing down 0.007 0.715 0.121 0.207 b = climbing up 0.007 0.756 0.939 0.838 c = jumping 0.003 0.985 0.929 0.956 d = lying 0.054 0.734 0.832 0.780 e = sitting 0.042 0.750 0.700 0.724 f = standing 0.009 0.950 0.949 0.950 g = running 0.005 0.065 0.002 0.003 h = walking ------------------------------------------------------- 0.037 0.655 0.614 0.585 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.908 0.820 0.862 a = climbing down 0.032 0.790 0.830 0.809 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.035 0.827 0.946 0.883 d = lying 0.038 0.725 0.707 0.716 e = sitting 0.044 0.748 0.660 0.701 f = standing 0.000 0.998 1.000 0.999 g = running 0.022 0.875 0.904 0.890 h = walking ------------------------------------------------------- 0.026 0.843 0.844 0.842 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.121 0.454 0.834 0.587 a = climbing down 0.146 0.499 0.861 0.632 b = climbing up 0.002 0.894 0.980 0.935 c = jumping 0.027 0.867 0.994 0.926 d = lying 0.105 0.463 0.463 0.463 e = sitting 0.078 0.322 0.262 0.289 f = standing 0.008 0.877 0.323 0.472 g = running 0.010 0.804 0.246 0.377 h = walking ------------------------------------------------------- 0.068 0.628 0.571 0.545 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.027 0.818 0.891 0.853 a = climbing down 0.089 0.583 0.897 0.706 b = climbing up 0.000 0.988 0.976 0.982 c = jumping 0.084 0.565 0.674 0.615 d = lying 0.001 0.992 0.959 0.975 e = sitting 0.059 0.610 0.517 0.560 f = standing 0.002 0.991 0.995 0.993 g = running 0.011 0.883 0.450 0.596 h = walking ------------------------------------------------------- 0.037 0.787 0.764 0.760 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.089 0.576 0.930 0.712 a = climbing down 0.059 0.626 0.657 0.641 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.000 0.999 0.905 0.950 d = lying 0.061 0.710 0.930 0.805 e = sitting 0.015 0.875 0.757 0.812 f = standing 0.012 0.940 0.861 0.899 g = running 0.010 0.892 0.464 0.611 h = walking ------------------------------------------------------- 0.032 0.819 0.785 0.784 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.571 0.205 0.301 a = climbing down 0.162 0.519 0.961 0.674 b = climbing up 0.002 0.901 0.967 0.932 c = jumping 0.001 0.991 0.822 0.899 d = lying 0.105 0.499 0.894 0.640 e = sitting 0.060 0.617 0.674 0.644 f = standing 0.001 0.995 0.555 0.713 g = running 0.024 0.795 0.629 0.702 h = walking ------------------------------------------------------- 0.050 0.736 0.671 0.661 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.168 0.410 0.959 0.574 a = climbing down 0.008 0.926 0.726 0.814 b = climbing up 0.000 0.990 0.669 0.798 c = jumping 0.017 0.873 0.697 0.775 d = lying 0.062 0.650 0.899 0.755 e = sitting 0.055 0.616 0.629 0.622 f = standing 0.012 0.955 0.899 0.926 g = running 0.024 0.348 0.073 0.121 h = walking ------------------------------------------------------- 0.042 0.714 0.695 0.674 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.758 0.883 0.816 a = climbing down 0.089 0.577 0.857 0.689 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.049 0.745 0.844 0.792 d = lying 0.022 0.872 0.958 0.913 e = sitting 0.027 0.797 0.616 0.695 f = standing 0.002 0.990 0.992 0.991 g = running 0.011 0.862 0.403 0.549 h = walking ------------------------------------------------------- 0.032 0.812 0.793 0.784 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.098 0.563 0.894 0.691 a = climbing down 0.015 0.871 0.626 0.729 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.015 0.889 0.890 0.889 d = lying 0.033 0.786 0.807 0.796 e = sitting 0.041 0.756 0.739 0.747 f = standing 0.003 0.984 0.981 0.982 g = running 0.026 0.795 0.613 0.692 h = walking ------------------------------------------------------- 0.031 0.819 0.799 0.800 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.128 0.101 0.155 0.122 a = climbing down 0.245 0.314 0.363 0.337 b = climbing up 0.000 1.000 0.407 0.578 c = jumping 0.119 0.494 0.776 0.603 d = lying 0.020 0.825 0.903 0.862 e = sitting 0.056 0.612 0.515 0.559 f = standing 0.102 0.286 0.247 0.265 g = running 0.009 0.771 0.186 0.299 h = walking ------------------------------------------------------- 0.110 0.488 0.431 0.425 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.724 0.815 a = climbing down 0.078 0.615 0.903 0.732 b = climbing up 0.000 0.977 0.977 0.977 c = jumping 0.010 0.943 0.972 0.958 d = lying 0.047 0.786 0.943 0.858 e = sitting 0.020 0.838 0.815 0.827 f = standing 0.002 0.989 0.805 0.888 g = running 0.015 0.889 0.714 0.792 h = walking ------------------------------------------------------- 0.024 0.868 0.845 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.807 0.801 0.804 a = climbing down 0.055 0.669 0.928 0.777 b = climbing up 0.000 1.000 0.569 0.725 c = jumping 0.001 0.957 0.077 0.142 d = lying 0.046 0.691 0.552 0.614 e = sitting 0.221 0.368 0.816 0.507 f = standing 0.020 0.902 0.982 0.940 g = running 0.003 0.981 0.723 0.832 h = walking ------------------------------------------------------- 0.050 0.784 0.680 0.656 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.914 0.624 0.741 a = climbing down 0.039 0.746 0.662 0.702 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.001 0.988 0.298 0.458 d = lying 0.048 0.767 0.901 0.829 e = sitting 0.109 0.469 0.747 0.576 f = standing 0.003 0.985 0.980 0.983 g = running 0.082 0.690 0.931 0.793 h = walking ------------------------------------------------------- 0.040 0.803 0.752 0.741 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.796 0.707 0.749 a = climbing down 0.076 0.639 0.903 0.749 b = climbing up 0.000 0.982 0.896 0.937 c = jumping 0.005 0.971 0.968 0.970 d = lying 0.060 0.727 0.934 0.818 e = sitting 0.012 0.892 0.609 0.724 f = standing 0.012 0.933 0.997 0.964 g = running 0.010 0.917 0.638 0.752 h = walking ------------------------------------------------------- 0.027 0.847 0.827 0.824 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.814 0.674 0.738 a = climbing down 0.121 0.531 0.876 0.661 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.000 0.999 0.954 0.976 d = lying 0.094 0.665 0.951 0.783 e = sitting 0.012 0.858 0.429 0.572 f = standing 0.006 0.965 0.999 0.982 g = running 0.022 0.779 0.430 0.554 h = walking ------------------------------------------------------- 0.039 0.805 0.769 0.758 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.058 0.436 0.653 0.523 a = climbing down 0.129 0.360 0.497 0.418 b = climbing up 0.000 0.994 0.912 0.951 c = jumping 0.012 0.938 0.960 0.949 d = lying 0.008 0.958 0.968 0.963 e = sitting 0.008 0.951 0.894 0.922 f = standing 0.107 0.640 0.998 0.780 g = running 0.001 0.750 0.009 0.019 h = walking ------------------------------------------------------- 0.042 0.759 0.719 0.670 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.718 0.793 a = climbing down 0.140 0.498 0.915 0.645 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.003 0.985 0.949 0.967 d = lying 0.024 0.845 0.786 0.814 e = sitting 0.039 0.776 0.866 0.819 f = standing 0.003 0.986 0.973 0.979 g = running 0.014 0.815 0.359 0.498 h = walking ------------------------------------------------------- 0.031 0.836 0.797 0.794 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.123 0.469 0.881 0.612 a = climbing down 0.097 0.615 0.892 0.728 b = climbing up 0.000 1.000 0.429 0.600 c = jumping 0.021 0.895 0.979 0.935 d = lying 0.097 0.318 0.375 0.344 e = sitting 0.062 0.550 0.392 0.458 f = standing 0.021 0.876 0.841 0.858 g = running 0.004 0.804 0.094 0.168 h = walking ------------------------------------------------------- 0.055 0.674 0.631 0.594 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.301 0.306 0.981 0.466 a = climbing down 0.002 0.808 0.068 0.125 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.009 0.759 0.180 0.292 d = lying 0.020 0.876 0.871 0.874 e = sitting 0.147 0.518 0.869 0.649 f = standing 0.003 0.986 0.998 0.992 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.060 0.657 0.619 0.549 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.861 0.930 0.894 a = climbing down 0.160 0.463 0.902 0.612 b = climbing up 0.002 0.912 1.000 0.954 c = jumping 0.016 0.907 0.923 0.915 d = lying 0.019 0.892 0.977 0.933 e = sitting 0.012 0.902 0.853 0.877 f = standing 0.003 0.982 0.916 0.948 g = running 0.002 0.930 0.132 0.231 h = walking ------------------------------------------------------- 0.031 0.857 0.796 0.769 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.039 0.704 0.574 0.632 a = climbing down 0.111 0.616 0.979 0.756 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.008 0.947 0.893 0.919 d = lying 0.094 0.540 0.951 0.689 e = sitting 0.027 0.783 0.687 0.732 f = standing 0.001 0.994 0.647 0.784 g = running 0.012 0.868 0.525 0.654 h = walking ------------------------------------------------------- 0.038 0.800 0.747 0.747 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.149 0.406 0.865 0.553 a = climbing down 0.020 0.847 0.755 0.799 b = climbing up 0.000 1.000 0.329 0.496 c = jumping 0.032 0.779 0.749 0.763 d = lying 0.062 0.678 0.954 0.793 e = sitting 0.036 0.724 0.631 0.674 f = standing 0.017 0.934 0.861 0.896 g = running 0.024 0.526 0.158 0.243 h = walking ------------------------------------------------------- 0.042 0.731 0.702 0.686 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.080 0.593 0.803 0.682 a = climbing down 0.060 0.549 0.504 0.526 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.022 0.845 0.667 0.745 d = lying 0.025 0.838 0.889 0.863 e = sitting 0.072 0.637 0.745 0.687 f = standing 0.003 0.983 0.982 0.982 g = running 0.026 0.818 0.642 0.720 h = walking ------------------------------------------------------- 0.036 0.658 0.654 0.651 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.153 0.237 0.336 0.278 a = climbing down 0.098 0.573 0.814 0.673 b = climbing up 0.000 0.988 0.981 0.984 c = jumping 0.025 0.812 0.788 0.800 d = lying 0.025 0.822 0.750 0.784 e = sitting 0.067 0.666 0.768 0.713 f = standing 0.001 0.997 0.897 0.944 g = running 0.036 0.250 0.074 0.114 h = walking ------------------------------------------------------- 0.054 0.643 0.649 0.634 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.124 0.395 0.883 0.546 a = climbing down 0.063 0.721 0.533 0.613 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.046 0.697 0.688 0.692 d = lying 0.023 0.799 0.893 0.844 e = sitting 0.099 0.538 0.670 0.597 f = standing 0.050 0.730 0.819 0.772 g = running 0.012 0.828 0.343 0.485 h = walking ------------------------------------------------------- 0.052 0.589 0.604 0.569 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.895 0.716 0.796 a = climbing down 0.059 0.667 0.907 0.769 b = climbing up 0.000 0.986 0.811 0.890 c = jumping 0.011 0.933 0.953 0.943 d = lying 0.059 0.680 0.890 0.771 e = sitting 0.028 0.847 0.843 0.845 f = standing 0.009 0.951 0.776 0.855 g = running 0.023 0.838 0.716 0.772 h = walking ------------------------------------------------------- 0.026 0.844 0.826 0.828 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.062 0.640 0.896 0.747 a = climbing down 0.048 0.614 0.637 0.625 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.007 0.847 0.233 0.365 d = lying 0.037 0.799 0.787 0.793 e = sitting 0.154 0.485 0.862 0.621 f = standing 0.008 0.958 0.997 0.977 g = running 0.002 0.988 0.655 0.788 h = walking ------------------------------------------------------- 0.043 0.782 0.725 0.712 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.758 0.645 0.697 a = climbing down 0.103 0.584 0.818 0.681 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.005 0.937 0.405 0.565 d = lying 0.056 0.689 0.806 0.743 e = sitting 0.116 0.490 0.694 0.575 f = standing 0.004 0.977 0.998 0.987 g = running 0.033 0.760 0.554 0.641 h = walking ------------------------------------------------------- 0.048 0.749 0.707 0.704 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.702 0.574 0.632 a = climbing down 0.189 0.444 0.961 0.607 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.002 0.988 0.970 0.979 d = lying 0.053 0.623 0.588 0.605 e = sitting 0.066 0.628 0.670 0.648 f = standing 0.007 0.964 1.000 0.982 g = running 0.001 0.941 0.079 0.145 h = walking ------------------------------------------------------- 0.047 0.772 0.697 0.665 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.928 0.538 0.681 a = climbing down 0.188 0.405 0.897 0.558 b = climbing up 0.000 0.989 0.995 0.992 c = jumping 0.002 0.987 0.867 0.923 d = lying 0.108 0.578 0.724 0.643 e = sitting 0.055 0.519 0.315 0.392 f = standing 0.045 0.787 0.997 0.880 g = running 0.015 0.619 0.143 0.232 h = walking ------------------------------------------------------- 0.060 0.682 0.642 0.616 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.177 0.256 0.816 0.390 a = climbing down 0.080 0.369 0.325 0.346 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.014 0.925 0.911 0.918 d = lying 0.130 0.551 0.966 0.702 e = sitting 0.020 0.694 0.238 0.354 f = standing 0.027 0.870 0.992 0.927 g = running 0.013 0.149 0.011 0.020 h = walking ------------------------------------------------------- 0.052 0.582 0.593 0.541 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.042 0.708 0.738 0.723 a = climbing down 0.117 0.511 0.735 0.603 b = climbing up 0.000 1.000 0.198 0.330 c = jumping 0.023 0.878 0.926 0.901 d = lying 0.011 0.702 0.189 0.298 e = sitting 0.123 0.516 0.823 0.635 f = standing 0.020 0.896 0.989 0.940 g = running 0.030 0.695 0.390 0.500 h = walking ------------------------------------------------------- 0.051 0.711 0.684 0.659 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.757 0.792 0.774 a = climbing down 0.026 0.836 0.781 0.808 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.009 0.947 0.964 0.956 d = lying 0.148 0.361 0.537 0.432 e = sitting 0.071 0.314 0.174 0.224 f = standing 0.002 0.986 0.868 0.923 g = running 0.040 0.798 0.934 0.861 h = walking ------------------------------------------------------- 0.046 0.717 0.719 0.711 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.015 0.889 0.848 0.868 a = climbing down 0.192 0.406 0.934 0.566 b = climbing up 0.008 0.729 0.969 0.832 c = jumping 0.015 0.911 0.945 0.928 d = lying 0.011 0.929 0.913 0.921 e = sitting 0.022 0.862 0.838 0.850 f = standing 0.002 0.989 0.951 0.969 g = running 0.001 0.100 0.001 0.002 h = walking ------------------------------------------------------- 0.033 0.724 0.767 0.725 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.956 0.803 0.873 a = climbing down 0.141 0.513 0.964 0.670 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.009 0.950 0.981 0.965 d = lying 0.097 0.456 0.505 0.479 e = sitting 0.100 0.266 0.268 0.267 f = standing 0.002 0.990 0.878 0.930 g = running 0.004 0.943 0.342 0.502 h = walking ------------------------------------------------------- 0.047 0.749 0.689 0.686 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.775 0.759 0.767 a = climbing down 0.114 0.567 0.830 0.674 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.003 0.981 0.845 0.908 d = lying 0.098 0.438 0.661 0.527 e = sitting 0.077 0.503 0.610 0.551 f = standing 0.002 0.992 0.681 0.807 g = running 0.031 0.614 0.342 0.440 h = walking ------------------------------------------------------- 0.045 0.736 0.687 0.693 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.081 0.556 0.887 0.684 a = climbing down 0.012 0.888 0.707 0.787 b = climbing up 0.000 1.000 0.677 0.807 c = jumping 0.044 0.722 0.772 0.746 d = lying 0.048 0.731 0.929 0.818 e = sitting 0.044 0.688 0.628 0.657 f = standing 0.008 0.968 0.852 0.907 g = running 0.043 0.666 0.508 0.577 h = walking ------------------------------------------------------- 0.035 0.775 0.755 0.755 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.753 0.862 0.804 a = climbing down 0.049 0.696 0.828 0.756 b = climbing up 0.015 0.510 0.925 0.658 c = jumping 0.046 0.782 0.967 0.865 d = lying 0.030 0.812 0.819 0.816 e = sitting 0.033 0.756 0.568 0.649 f = standing 0.006 0.969 0.908 0.938 g = running 0.018 0.872 0.648 0.743 h = walking ------------------------------------------------------- 0.029 0.809 0.798 0.795 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.055 0.581 0.559 0.570 a = climbing down 0.130 0.465 0.721 0.565 b = climbing up 0.035 0.369 0.982 0.537 c = jumping 0.009 0.925 0.819 0.869 d = lying 0.090 0.600 0.705 0.648 e = sitting 0.077 0.482 0.453 0.467 f = standing 0.001 0.995 0.688 0.814 g = running 0.063 0.313 0.181 0.229 h = walking ------------------------------------------------------- 0.060 0.626 0.600 0.598 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.730 0.923 0.815 a = climbing down 0.133 0.590 0.622 0.605 b = climbing up 0.000 1.000 0.079 0.147 c = jumping 0.045 0.717 0.746 0.731 d = lying 0.032 0.728 0.822 0.772 e = sitting 0.096 0.552 0.690 0.613 f = standing 0.037 0.814 0.970 0.885 g = running 0.011 0.795 0.261 0.393 h = walking ------------------------------------------------------- 0.064 0.696 0.678 0.656 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.962 0.713 0.819 a = climbing down 0.034 0.785 0.883 0.831 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.008 0.949 0.997 0.973 d = lying 0.120 0.519 0.770 0.620 e = sitting 0.048 0.644 0.487 0.554 f = standing 0.000 0.998 0.785 0.879 g = running 0.025 0.857 0.926 0.890 h = walking ------------------------------------------------------- 0.034 0.819 0.794 0.797 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.821 0.872 a = climbing down 0.111 0.458 0.959 0.620 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.000 0.997 0.778 0.874 d = lying 0.060 0.469 0.287 0.356 e = sitting 0.159 0.486 0.765 0.594 f = standing 0.009 0.953 0.975 0.964 g = running 0.000 0.998 0.434 0.604 h = walking ------------------------------------------------------- 0.048 0.769 0.701 0.698 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.749 0.484 0.588 a = climbing down 0.136 0.419 0.672 0.516 b = climbing up 0.002 0.855 0.540 0.662 c = jumping 0.013 0.923 0.923 0.923 d = lying 0.080 0.657 0.816 0.728 e = sitting 0.042 0.655 0.482 0.555 f = standing 0.011 0.928 0.856 0.890 g = running 0.059 0.621 0.539 0.577 h = walking ------------------------------------------------------- 0.051 0.713 0.688 0.689 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.028 0.769 0.835 0.801 a = climbing down 0.063 0.675 0.837 0.748 b = climbing up 0.001 0.955 0.870 0.911 c = jumping 0.001 0.996 0.992 0.994 d = lying 0.106 0.621 0.877 0.727 e = sitting 0.023 0.675 0.320 0.434 f = standing 0.004 0.976 0.996 0.986 g = running 0.006 0.954 0.698 0.806 h = walking ------------------------------------------------------- 0.034 0.816 0.802 0.793 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.877 0.564 0.686 a = climbing down 0.172 0.430 0.721 0.539 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.002 0.989 0.955 0.972 d = lying 0.134 0.563 0.953 0.708 e = sitting 0.015 0.427 0.078 0.131 f = standing 0.002 0.988 0.999 0.994 g = running 0.051 0.501 0.276 0.356 h = walking ------------------------------------------------------- 0.058 0.682 0.673 0.641 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.077 0.445 0.919 0.599 a = climbing down 0.178 0.322 0.537 0.403 b = climbing up 0.001 0.968 0.896 0.931 c = jumping 0.000 0.998 0.914 0.954 d = lying 0.073 0.688 0.873 0.770 e = sitting 0.037 0.694 0.540 0.607 f = standing 0.013 0.937 0.996 0.966 g = running 0.000 0.938 0.035 0.068 h = walking ------------------------------------------------------- 0.047 0.762 0.669 0.631 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.852 0.838 0.845 a = climbing down 0.048 0.717 0.820 0.765 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.013 0.929 0.986 0.957 d = lying 0.065 0.608 0.600 0.604 e = sitting 0.060 0.621 0.605 0.613 f = standing 0.004 0.977 0.988 0.982 g = running 0.017 0.895 0.787 0.838 h = walking ------------------------------------------------------- 0.031 0.808 0.806 0.805 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.055 0.607 0.722 0.660 a = climbing down 0.027 0.839 0.856 0.848 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.006 0.963 0.982 0.972 d = lying 0.091 0.474 0.471 0.472 e = sitting 0.091 0.491 0.479 0.485 f = standing 0.005 0.961 0.694 0.806 g = running 0.031 0.835 0.953 0.890 h = walking ------------------------------------------------------- 0.043 0.745 0.737 0.736 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.229 0.365 0.973 0.531 a = climbing down 0.007 0.919 0.563 0.698 b = climbing up 0.001 0.965 0.970 0.968 c = jumping 0.020 0.819 0.554 0.661 d = lying 0.013 0.926 0.985 0.955 e = sitting 0.068 0.698 0.852 0.768 f = standing 0.003 0.985 0.994 0.989 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.043 0.710 0.736 0.696 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.028 0.816 0.942 0.875 a = climbing down 0.031 0.784 0.731 0.757 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.009 0.949 0.950 0.950 d = lying 0.028 0.783 0.670 0.722 e = sitting 0.012 0.910 0.872 0.891 f = standing 0.050 0.790 0.894 0.839 g = running 0.022 0.876 0.833 0.854 h = walking ------------------------------------------------------- 0.026 0.847 0.846 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.798 0.627 0.702 a = climbing down 0.111 0.612 0.978 0.753 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.007 0.948 0.902 0.925 d = lying 0.110 0.488 0.915 0.637 e = sitting 0.019 0.827 0.641 0.722 f = standing 0.002 0.990 0.678 0.804 g = running 0.006 0.926 0.561 0.699 h = walking ------------------------------------------------------- 0.036 0.821 0.755 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.061 0.601 0.807 0.689 a = climbing down 0.039 0.754 0.919 0.829 b = climbing up 0.000 1.000 0.741 0.851 c = jumping 0.017 0.876 0.795 0.833 d = lying 0.052 0.723 0.923 0.811 e = sitting 0.042 0.733 0.791 0.761 f = standing 0.007 0.975 0.834 0.899 g = running 0.010 0.899 0.550 0.682 h = walking ------------------------------------------------------- 0.028 0.825 0.800 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.784 0.889 0.833 a = climbing down 0.041 0.690 0.682 0.686 b = climbing up 0.002 0.909 0.964 0.936 c = jumping 0.019 0.884 0.897 0.890 d = lying 0.027 0.798 0.701 0.746 e = sitting 0.061 0.707 0.751 0.728 f = standing 0.003 0.984 0.978 0.981 g = running 0.036 0.786 0.731 0.757 h = walking ------------------------------------------------------- 0.031 0.810 0.809 0.809 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.092 0.554 0.838 0.667 a = climbing down 0.015 0.870 0.634 0.734 b = climbing up 0.000 1.000 0.860 0.925 c = jumping 0.021 0.846 0.861 0.854 d = lying 0.038 0.758 0.649 0.699 e = sitting 0.076 0.613 0.725 0.664 f = standing 0.007 0.965 0.949 0.957 g = running 0.021 0.836 0.682 0.751 h = walking ------------------------------------------------------- 0.036 0.790 0.767 0.770 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.737 0.944 0.827 a = climbing down 0.077 0.696 0.563 0.622 b = climbing up 0.000 1.000 0.569 0.725 c = jumping 0.038 0.716 0.678 0.697 d = lying 0.026 0.744 0.717 0.730 e = sitting 0.118 0.533 0.772 0.630 f = standing 0.021 0.885 0.953 0.918 g = running 0.030 0.761 0.567 0.650 h = walking ------------------------------------------------------- 0.053 0.725 0.712 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.018 0.860 0.838 0.849 a = climbing down 0.072 0.609 0.888 0.723 b = climbing up 0.000 0.982 0.928 0.955 c = jumping 0.006 0.964 0.973 0.969 d = lying 0.088 0.599 0.755 0.668 e = sitting 0.055 0.671 0.653 0.662 f = standing 0.002 0.989 0.784 0.874 g = running 0.008 0.925 0.618 0.741 h = walking ------------------------------------------------------- 0.034 0.814 0.784 0.789 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.795 0.894 0.841 a = climbing down 0.022 0.799 0.740 0.768 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.008 0.930 0.631 0.752 d = lying 0.035 0.619 0.317 0.419 e = sitting 0.174 0.483 0.851 0.616 f = standing 0.018 0.908 0.982 0.943 g = running 0.012 0.926 0.816 0.867 h = walking ------------------------------------------------------- 0.044 0.780 0.748 0.743 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.033 0.710 0.684 0.697 a = climbing down 0.187 0.470 0.932 0.625 b = climbing up 0.000 1.000 0.102 0.186 c = jumping 0.009 0.933 0.777 0.848 d = lying 0.061 0.662 0.795 0.722 e = sitting 0.056 0.645 0.619 0.632 f = standing 0.032 0.839 0.996 0.911 g = running 0.002 0.853 0.061 0.113 h = walking ------------------------------------------------------- 0.054 0.738 0.673 0.629 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.832 0.889 a = climbing down 0.043 0.767 0.914 0.834 b = climbing up 0.000 0.994 0.967 0.981 c = jumping 0.003 0.985 0.986 0.986 d = lying 0.075 0.662 0.886 0.758 e = sitting 0.019 0.815 0.524 0.638 f = standing 0.003 0.981 0.999 0.990 g = running 0.014 0.915 0.849 0.881 h = walking ------------------------------------------------------- 0.023 0.872 0.860 0.858 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.974 0.583 0.730 a = climbing down 0.131 0.492 0.856 0.625 b = climbing up 0.001 0.944 0.989 0.966 c = jumping 0.000 0.999 0.913 0.954 d = lying 0.154 0.542 0.938 0.687 e = sitting 0.022 0.479 0.113 0.183 f = standing 0.003 0.984 0.990 0.987 g = running 0.028 0.767 0.509 0.612 h = walking ------------------------------------------------------- 0.050 0.740 0.710 0.684 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.211 0.223 0.844 0.353 a = climbing down 0.060 0.354 0.223 0.274 b = climbing up 0.000 1.000 0.855 0.922 c = jumping 0.006 0.965 0.988 0.976 d = lying 0.123 0.593 0.953 0.731 e = sitting 0.007 0.886 0.305 0.454 f = standing 0.025 0.880 0.990 0.932 g = running 0.004 0.567 0.030 0.056 h = walking ------------------------------------------------------- 0.048 0.688 0.611 0.568 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.813 0.843 a = climbing down 0.039 0.749 0.795 0.771 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.006 0.966 0.961 0.964 d = lying 0.036 0.738 0.708 0.722 e = sitting 0.045 0.734 0.767 0.750 f = standing 0.003 0.986 0.992 0.989 g = running 0.026 0.860 0.871 0.865 h = walking ------------------------------------------------------- 0.023 0.854 0.853 0.853 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.128 0.473 0.894 0.618 a = climbing down 0.095 0.645 0.957 0.771 b = climbing up 0.005 0.808 0.973 0.883 c = jumping 0.015 0.925 0.967 0.945 d = lying 0.075 0.291 0.243 0.264 e = sitting 0.091 0.429 0.447 0.438 f = standing 0.003 0.977 0.732 0.837 g = running 0.001 0.950 0.128 0.226 h = walking ------------------------------------------------------- 0.053 0.704 0.640 0.608 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.080 0.602 0.913 0.725 a = climbing down 0.034 0.737 0.702 0.719 b = climbing up 0.001 0.936 0.885 0.910 c = jumping 0.161 0.524 0.977 0.682 d = lying 0.006 0.960 0.880 0.918 e = sitting 0.021 0.343 0.064 0.107 f = standing 0.003 0.982 0.991 0.986 g = running 0.025 0.774 0.489 0.599 h = walking ------------------------------------------------------- 0.047 0.707 0.714 0.676 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.885 0.935 0.909 a = climbing down 0.052 0.718 0.899 0.798 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.017 0.900 0.952 0.925 d = lying 0.030 0.838 0.970 0.899 e = sitting 0.010 0.932 0.877 0.903 f = standing 0.003 0.986 0.863 0.920 g = running 0.014 0.899 0.673 0.770 h = walking ------------------------------------------------------- 0.019 0.887 0.878 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.433 0.241 0.310 a = climbing down 0.108 0.605 0.945 0.738 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.021 0.859 0.806 0.832 d = lying 0.089 0.603 0.977 0.746 e = sitting 0.041 0.691 0.671 0.681 f = standing 0.001 0.991 0.484 0.651 g = running 0.040 0.750 0.820 0.783 h = walking ------------------------------------------------------- 0.047 0.727 0.698 0.681 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.157 0.380 0.779 0.511 a = climbing down 0.035 0.756 0.789 0.772 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.026 0.811 0.725 0.765 d = lying 0.058 0.681 0.961 0.797 e = sitting 0.041 0.697 0.675 0.686 f = standing 0.002 0.990 0.864 0.923 g = running 0.032 0.151 0.032 0.053 h = walking ------------------------------------------------------- 0.042 0.672 0.690 0.664 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.691 0.825 0.752 a = climbing down 0.133 0.450 0.762 0.565 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.107 0.576 0.771 0.660 d = lying 0.011 0.922 0.945 0.933 e = sitting 0.046 0.548 0.333 0.414 f = standing 0.003 0.986 0.992 0.989 g = running 0.019 0.622 0.172 0.269 h = walking ------------------------------------------------------- 0.047 0.599 0.600 0.573 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.091 0.567 0.878 0.689 a = climbing down 0.046 0.725 0.773 0.748 b = climbing up 0.000 1.000 0.950 0.975 c = jumping 0.034 0.806 0.798 0.802 d = lying 0.016 0.879 0.800 0.838 e = sitting 0.060 0.667 0.725 0.695 f = standing 0.004 0.979 0.984 0.981 g = running 0.007 0.913 0.440 0.593 h = walking ------------------------------------------------------- 0.034 0.804 0.777 0.774 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.108 0.478 0.929 0.631 a = climbing down 0.048 0.777 0.555 0.647 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.074 0.526 0.558 0.542 d = lying 0.027 0.784 0.961 0.864 e = sitting 0.110 0.461 0.560 0.506 f = standing 0.045 0.732 0.757 0.744 g = running 0.009 0.900 0.482 0.628 h = walking ------------------------------------------------------- 0.053 0.582 0.600 0.570 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.021 0.844 0.843 0.843 a = climbing down 0.019 0.861 0.830 0.845 b = climbing up 0.000 0.992 0.766 0.865 c = jumping 0.027 0.868 0.970 0.916 d = lying 0.045 0.766 0.973 0.857 e = sitting 0.013 0.890 0.780 0.831 f = standing 0.007 0.964 0.788 0.867 g = running 0.023 0.876 0.903 0.889 h = walking ------------------------------------------------------- 0.021 0.875 0.868 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.797 0.850 0.823 a = climbing down 0.009 0.853 0.444 0.584 b = climbing up 0.000 0.993 0.962 0.977 c = jumping 0.005 0.958 0.640 0.767 d = lying 0.017 0.905 0.838 0.870 e = sitting 0.085 0.636 0.929 0.755 f = standing 0.009 0.956 0.997 0.976 g = running 0.057 0.751 0.931 0.832 h = walking ------------------------------------------------------- 0.029 0.845 0.821 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.647 0.729 a = climbing down 0.044 0.778 0.879 0.825 b = climbing up 0.000 1.000 0.893 0.944 c = jumping 0.020 0.716 0.315 0.437 d = lying 0.023 0.869 0.923 0.895 e = sitting 0.110 0.465 0.743 0.572 f = standing 0.004 0.980 0.986 0.983 g = running 0.043 0.790 0.837 0.813 h = walking ------------------------------------------------------- 0.035 0.791 0.773 0.766 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.844 0.683 0.755 a = climbing down 0.095 0.597 0.913 0.722 b = climbing up 0.000 1.000 0.835 0.910 c = jumping 0.017 0.900 0.866 0.883 d = lying 0.064 0.681 0.922 0.783 e = sitting 0.030 0.748 0.533 0.622 f = standing 0.004 0.976 0.996 0.986 g = running 0.009 0.928 0.643 0.760 h = walking ------------------------------------------------------- 0.032 0.821 0.796 0.794 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.782 0.799 0.791 a = climbing down 0.128 0.513 0.930 0.661 b = climbing up 0.000 0.993 0.728 0.840 c = jumping 0.002 0.989 0.893 0.939 d = lying 0.104 0.635 0.911 0.749 e = sitting 0.026 0.726 0.413 0.526 f = standing 0.009 0.950 0.998 0.973 g = running 0.012 0.801 0.264 0.397 h = walking ------------------------------------------------------- 0.043 0.779 0.739 0.720 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.064 0.427 0.675 0.523 a = climbing down 0.127 0.289 0.354 0.318 b = climbing up 0.001 0.970 0.952 0.961 c = jumping 0.009 0.949 0.902 0.925 d = lying 0.032 0.836 0.984 0.904 e = sitting 0.010 0.937 0.819 0.874 f = standing 0.047 0.797 0.999 0.887 g = running 0.013 0.840 0.330 0.474 h = walking ------------------------------------------------------- 0.038 0.770 0.734 0.727 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.906 0.621 0.737 a = climbing down 0.136 0.515 0.926 0.661 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.006 0.966 0.905 0.934 d = lying 0.015 0.831 0.505 0.628 e = sitting 0.085 0.631 0.921 0.749 f = standing 0.000 0.999 0.957 0.978 g = running 0.030 0.709 0.404 0.515 h = walking ------------------------------------------------------- 0.038 0.801 0.757 0.753 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.053 0.683 0.926 0.786 a = climbing down 0.013 0.907 0.744 0.818 b = climbing up 0.001 0.961 0.905 0.932 c = jumping 0.013 0.918 0.786 0.847 d = lying 0.077 0.460 0.405 0.431 e = sitting 0.122 0.364 0.474 0.412 f = standing 0.003 0.982 0.863 0.919 g = running 0.029 0.847 0.884 0.865 h = walking ------------------------------------------------------- 0.041 0.755 0.731 0.737 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.038 0.773 0.954 0.854 a = climbing down 0.068 0.626 0.825 0.712 b = climbing up 0.005 0.797 0.975 0.877 c = jumping 0.010 0.948 0.993 0.970 d = lying 0.001 0.992 0.992 0.992 e = sitting 0.002 0.988 0.932 0.959 f = standing 0.001 0.993 0.966 0.979 g = running 0.011 0.896 0.506 0.646 h = walking ------------------------------------------------------- 0.017 0.896 0.881 0.877 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.928 0.939 0.933 a = climbing down 0.035 0.784 0.865 0.823 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.958 0.989 0.973 d = lying 0.027 0.850 0.960 0.902 e = sitting 0.006 0.962 0.893 0.926 f = standing 0.001 0.993 0.919 0.954 g = running 0.019 0.889 0.811 0.848 h = walking ------------------------------------------------------- 0.014 0.914 0.911 0.911 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.017 0.862 0.694 0.769 a = climbing down 0.116 0.592 0.954 0.731 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.005 0.960 0.801 0.873 d = lying 0.050 0.737 0.961 0.834 e = sitting 0.032 0.738 0.725 0.731 f = standing 0.001 0.996 0.881 0.935 g = running 0.009 0.882 0.488 0.628 h = walking ------------------------------------------------------- 0.032 0.836 0.800 0.800 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.146 0.430 0.927 0.587 a = climbing down 0.015 0.873 0.753 0.808 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.041 0.751 0.806 0.778 d = lying 0.046 0.719 0.896 0.798 e = sitting 0.044 0.672 0.629 0.650 f = standing 0.001 0.994 0.854 0.919 g = running 0.034 0.379 0.117 0.179 h = walking ------------------------------------------------------- 0.039 0.723 0.711 0.694 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.869 0.875 a = climbing down 0.062 0.650 0.838 0.732 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.038 0.817 0.953 0.880 d = lying 0.018 0.894 0.967 0.929 e = sitting 0.012 0.908 0.677 0.776 f = standing 0.001 0.994 1.000 0.997 g = running 0.021 0.851 0.667 0.748 h = walking ------------------------------------------------------- 0.023 0.865 0.855 0.854 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.009 0.913 0.661 0.767 a = climbing down 0.047 0.696 0.692 0.694 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.019 0.887 0.829 0.857 d = lying 0.057 0.660 0.764 0.708 e = sitting 0.063 0.606 0.615 0.610 f = standing 0.003 0.984 0.917 0.949 g = running 0.058 0.721 0.901 0.801 h = walking ------------------------------------------------------- 0.035 0.793 0.779 0.781 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.054 0.640 0.914 0.753 a = climbing down 0.073 0.582 0.339 0.429 b = climbing up 0.000 1.000 0.084 0.155 c = jumping 0.057 0.561 0.500 0.529 d = lying 0.029 0.776 0.982 0.867 e = sitting 0.118 0.489 0.679 0.569 f = standing 0.057 0.735 0.972 0.837 g = running 0.038 0.717 0.545 0.619 h = walking ------------------------------------------------------- 0.063 0.640 0.636 0.613 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.952 0.696 0.804 a = climbing down 0.042 0.704 0.723 0.714 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.008 0.953 0.998 0.975 d = lying 0.055 0.757 0.939 0.838 e = sitting 0.017 0.855 0.773 0.812 f = standing 0.001 0.993 0.768 0.866 g = running 0.048 0.778 0.964 0.861 h = walking ------------------------------------------------------- 0.025 0.863 0.848 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.722 0.948 0.820 a = climbing down 0.014 0.759 0.431 0.550 b = climbing up 0.000 0.994 0.961 0.978 c = jumping 0.000 0.998 0.804 0.891 d = lying 0.033 0.829 0.825 0.827 e = sitting 0.065 0.674 0.835 0.746 f = standing 0.001 0.993 0.987 0.990 g = running 0.037 0.813 0.844 0.829 h = walking ------------------------------------------------------- 0.026 0.844 0.833 0.830 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.035 0.712 0.664 0.687 a = climbing down 0.085 0.619 0.887 0.729 b = climbing up 0.000 0.994 0.920 0.955 c = jumping 0.005 0.963 0.843 0.899 d = lying 0.039 0.806 0.907 0.853 e = sitting 0.034 0.739 0.725 0.732 f = standing 0.004 0.977 0.846 0.906 g = running 0.030 0.817 0.679 0.741 h = walking ------------------------------------------------------- 0.032 0.817 0.800 0.802 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.871 0.507 0.641 a = climbing down 0.176 0.461 0.964 0.623 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.002 0.990 0.951 0.970 d = lying 0.072 0.698 0.923 0.795 e = sitting 0.020 0.802 0.535 0.642 f = standing 0.001 0.997 0.999 0.998 g = running 0.007 0.886 0.299 0.447 h = walking ------------------------------------------------------- 0.040 0.822 0.753 0.742 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.921 0.604 0.730 a = climbing down 0.193 0.447 0.950 0.607 b = climbing up 0.000 0.995 0.984 0.989 c = jumping 0.001 0.994 0.969 0.982 d = lying 0.091 0.662 0.962 0.784 e = sitting 0.010 0.843 0.379 0.523 f = standing 0.001 0.992 0.997 0.995 g = running 0.012 0.706 0.156 0.256 h = walking ------------------------------------------------------- 0.045 0.793 0.731 0.703 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.148 0.243 0.706 0.362 a = climbing down 0.116 0.311 0.346 0.328 b = climbing up 0.000 0.978 0.985 0.982 c = jumping 0.000 1.000 0.747 0.855 d = lying 0.009 0.951 0.963 0.957 e = sitting 0.048 0.757 0.966 0.849 f = standing 0.034 0.848 0.997 0.917 g = running 0.000 0.989 0.069 0.129 h = walking ------------------------------------------------------- 0.038 0.795 0.682 0.656 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.749 0.822 a = climbing down 0.149 0.485 0.934 0.638 b = climbing up 0.000 1.000 0.937 0.968 c = jumping 0.012 0.930 0.966 0.947 d = lying 0.024 0.820 0.658 0.730 e = sitting 0.052 0.721 0.856 0.783 f = standing 0.002 0.988 0.977 0.982 g = running 0.009 0.856 0.293 0.437 h = walking ------------------------------------------------------- 0.035 0.825 0.776 0.767 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.665 0.852 0.747 a = climbing down 0.046 0.779 0.949 0.855 b = climbing up 0.004 0.815 0.986 0.892 c = jumping 0.012 0.930 0.902 0.916 d = lying 0.063 0.502 0.352 0.413 e = sitting 0.122 0.376 0.511 0.433 f = standing 0.005 0.961 0.683 0.799 g = running 0.009 0.945 0.833 0.885 h = walking ------------------------------------------------------- 0.041 0.749 0.728 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.028 0.821 0.959 0.885 a = climbing down 0.027 0.805 0.836 0.820 b = climbing up 0.026 0.454 0.982 0.621 c = jumping 0.119 0.603 0.991 0.750 d = lying 0.003 0.982 0.972 0.977 e = sitting 0.005 0.924 0.312 0.467 f = standing 0.002 0.989 0.835 0.905 g = running 0.015 0.897 0.754 0.819 h = walking ------------------------------------------------------- 0.029 0.852 0.805 0.794 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.952 0.954 0.953 a = climbing down 0.026 0.829 0.869 0.849 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.011 0.935 0.968 0.951 d = lying 0.036 0.800 0.969 0.876 e = sitting 0.008 0.946 0.903 0.924 f = standing 0.001 0.997 0.840 0.912 g = running 0.019 0.895 0.865 0.880 h = walking ------------------------------------------------------- 0.014 0.913 0.907 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.824 0.620 0.708 a = climbing down 0.071 0.700 0.961 0.810 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.013 0.913 0.818 0.863 d = lying 0.072 0.663 0.978 0.791 e = sitting 0.025 0.803 0.761 0.781 f = standing 0.001 0.993 0.751 0.855 g = running 0.014 0.890 0.794 0.839 h = walking ------------------------------------------------------- 0.029 0.839 0.812 0.813 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.145 0.441 0.927 0.597 a = climbing down 0.023 0.844 0.887 0.865 b = climbing up 0.000 0.993 0.940 0.966 c = jumping 0.009 0.937 0.861 0.898 d = lying 0.059 0.671 0.932 0.780 e = sitting 0.026 0.803 0.748 0.775 f = standing 0.003 0.986 0.864 0.921 g = running 0.011 0.669 0.121 0.205 h = walking ------------------------------------------------------- 0.032 0.796 0.757 0.735 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.887 0.857 0.872 a = climbing down 0.076 0.582 0.761 0.659 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.057 0.739 0.920 0.819 d = lying 0.017 0.895 0.933 0.914 e = sitting 0.020 0.829 0.582 0.684 f = standing 0.001 0.995 0.995 0.995 g = running 0.025 0.812 0.635 0.713 h = walking ------------------------------------------------------- 0.029 0.828 0.816 0.815 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.037 0.761 0.870 0.812 a = climbing down 0.025 0.840 0.859 0.849 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.015 0.898 0.842 0.869 d = lying 0.021 0.848 0.815 0.831 e = sitting 0.051 0.721 0.795 0.756 f = standing 0.005 0.974 0.981 0.978 g = running 0.011 0.922 0.798 0.856 h = walking ------------------------------------------------------- 0.023 0.861 0.855 0.856 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.029 0.783 0.963 0.864 a = climbing down 0.043 0.799 0.561 0.659 b = climbing up 0.000 1.000 0.598 0.748 c = jumping 0.039 0.647 0.523 0.578 d = lying 0.026 0.791 0.946 0.862 e = sitting 0.106 0.545 0.750 0.631 f = standing 0.022 0.877 0.951 0.912 g = running 0.037 0.784 0.755 0.769 h = walking ------------------------------------------------------- 0.044 0.755 0.743 0.738 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.887 0.872 0.879 a = climbing down 0.029 0.801 0.887 0.842 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.953 0.981 0.967 d = lying 0.043 0.804 0.951 0.871 e = sitting 0.014 0.891 0.883 0.887 f = standing 0.001 0.997 0.822 0.901 g = running 0.015 0.906 0.844 0.874 h = walking ------------------------------------------------------- 0.017 0.900 0.893 0.893 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.068 0.520 0.612 0.562 a = climbing down 0.050 0.556 0.520 0.537 b = climbing up 0.001 0.978 0.983 0.981 c = jumping 0.045 0.777 0.886 0.828 d = lying 0.035 0.782 0.679 0.727 e = sitting 0.043 0.735 0.751 0.743 f = standing 0.039 0.829 0.981 0.898 g = running 0.050 0.623 0.446 0.520 h = walking ------------------------------------------------------- 0.045 0.710 0.714 0.707 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.034 0.761 0.790 0.775 a = climbing down 0.068 0.703 0.920 0.797 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.003 0.963 0.404 0.570 d = lying 0.046 0.759 0.914 0.829 e = sitting 0.088 0.529 0.771 0.628 f = standing 0.002 0.987 0.864 0.921 g = running 0.016 0.899 0.733 0.808 h = walking ------------------------------------------------------- 0.034 0.816 0.776 0.773 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.970 0.853 0.907 a = climbing down 0.035 0.801 0.932 0.862 b = climbing up 0.000 1.000 0.832 0.908 c = jumping 0.009 0.950 0.969 0.959 d = lying 0.047 0.768 0.927 0.840 e = sitting 0.016 0.874 0.664 0.754 f = standing 0.006 0.969 0.998 0.983 g = running 0.014 0.916 0.873 0.894 h = walking ------------------------------------------------------- 0.018 0.895 0.889 0.887 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.934 0.643 0.762 a = climbing down 0.126 0.522 0.933 0.669 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.000 0.998 0.966 0.982 d = lying 0.113 0.622 0.966 0.757 e = sitting 0.009 0.863 0.331 0.479 f = standing 0.005 0.973 0.999 0.986 g = running 0.013 0.864 0.458 0.599 h = walking ------------------------------------------------------- 0.039 0.827 0.768 0.755 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.100 0.254 0.497 0.337 a = climbing down 0.083 0.299 0.243 0.268 b = climbing up 0.000 0.993 0.921 0.956 c = jumping 0.006 0.969 0.970 0.970 d = lying 0.014 0.929 0.970 0.949 e = sitting 0.007 0.956 0.905 0.930 f = standing 0.053 0.781 1.000 0.877 g = running 0.007 0.933 0.492 0.644 h = walking ------------------------------------------------------- 0.031 0.794 0.761 0.761 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.741 0.836 a = climbing down 0.069 0.666 0.943 0.781 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.004 0.978 0.877 0.924 d = lying 0.032 0.790 0.835 0.812 e = sitting 0.039 0.779 0.866 0.820 f = standing 0.000 0.997 0.925 0.960 g = running 0.015 0.906 0.792 0.845 h = walking ------------------------------------------------------- 0.022 0.877 0.858 0.862 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.038 0.700 0.734 0.717 a = climbing down 0.038 0.761 0.705 0.732 b = climbing up 0.000 1.000 0.526 0.689 c = jumping 0.012 0.929 0.846 0.885 d = lying 0.099 0.266 0.300 0.282 e = sitting 0.108 0.487 0.486 0.486 f = standing 0.010 0.940 0.863 0.900 g = running 0.047 0.772 0.906 0.833 h = walking ------------------------------------------------------- 0.049 0.712 0.698 0.702 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.025 0.837 0.933 0.883 a = climbing down 0.011 0.895 0.686 0.777 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.002 0.990 0.988 0.989 d = lying 0.011 0.934 0.972 0.953 e = sitting 0.004 0.971 0.921 0.945 f = standing 0.002 0.987 1.000 0.993 g = running 0.032 0.835 0.913 0.873 h = walking ------------------------------------------------------- 0.012 0.926 0.924 0.923 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.883 0.913 a = climbing down 0.052 0.728 0.926 0.815 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.028 0.854 0.990 0.917 d = lying 0.025 0.853 0.929 0.890 e = sitting 0.004 0.970 0.812 0.884 f = standing 0.009 0.955 0.884 0.918 g = running 0.018 0.884 0.728 0.799 h = walking ------------------------------------------------------- 0.019 0.888 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.796 0.738 0.766 a = climbing down 0.073 0.686 0.900 0.778 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.951 0.829 0.886 d = lying 0.061 0.691 0.973 0.808 e = sitting 0.031 0.755 0.762 0.759 f = standing 0.000 0.998 0.784 0.878 g = running 0.015 0.872 0.678 0.763 h = walking ------------------------------------------------------- 0.029 0.836 0.812 0.814 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.188 0.371 0.962 0.536 a = climbing down 0.004 0.904 0.300 0.450 b = climbing up 0.000 1.000 0.084 0.155 c = jumping 0.061 0.634 0.715 0.672 d = lying 0.066 0.670 0.966 0.792 e = sitting 0.044 0.663 0.562 0.609 f = standing 0.022 0.910 0.773 0.836 g = running 0.069 0.065 0.028 0.039 h = walking ------------------------------------------------------- 0.057 0.634 0.601 0.572 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.664 0.862 0.750 a = climbing down 0.063 0.567 0.572 0.569 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.019 0.903 0.905 0.904 d = lying 0.012 0.918 0.938 0.928 e = sitting 0.024 0.856 0.830 0.843 f = standing 0.002 0.989 1.000 0.994 g = running 0.042 0.709 0.545 0.617 h = walking ------------------------------------------------------- 0.028 0.701 0.707 0.701 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.039 0.747 0.858 0.799 a = climbing down 0.087 0.573 0.752 0.650 b = climbing up 0.006 0.754 0.969 0.848 c = jumping 0.010 0.939 0.831 0.881 d = lying 0.031 0.778 0.743 0.760 e = sitting 0.051 0.703 0.764 0.732 f = standing 0.020 0.902 0.935 0.918 g = running 0.020 0.788 0.458 0.579 h = walking ------------------------------------------------------- 0.035 0.783 0.770 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.104 0.484 0.888 0.627 a = climbing down 0.048 0.767 0.538 0.632 b = climbing up 0.000 1.000 0.028 0.055 c = jumping 0.041 0.656 0.497 0.566 d = lying 0.026 0.784 0.941 0.855 e = sitting 0.123 0.494 0.701 0.580 f = standing 0.042 0.786 0.965 0.866 g = running 0.013 0.838 0.413 0.553 h = walking ------------------------------------------------------- 0.055 0.703 0.658 0.644 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.943 0.707 0.808 a = climbing down 0.030 0.801 0.914 0.854 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.005 0.969 0.991 0.980 d = lying 0.060 0.663 0.820 0.733 e = sitting 0.037 0.810 0.842 0.826 f = standing 0.003 0.983 0.788 0.875 g = running 0.029 0.841 0.907 0.873 h = walking ------------------------------------------------------- 0.023 0.868 0.854 0.855 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.729 0.867 0.792 a = climbing down 0.031 0.675 0.635 0.654 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.006 0.961 0.807 0.877 d = lying 0.026 0.846 0.756 0.799 e = sitting 0.070 0.683 0.886 0.771 f = standing 0.010 0.952 0.998 0.974 g = running 0.006 0.963 0.830 0.891 h = walking ------------------------------------------------------- 0.025 0.852 0.839 0.840 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.915 0.627 0.744 a = climbing down 0.040 0.715 0.666 0.689 b = climbing up 0.000 1.000 0.734 0.846 c = jumping 0.005 0.973 0.953 0.963 d = lying 0.035 0.794 0.857 0.824 e = sitting 0.025 0.840 0.784 0.811 f = standing 0.008 0.956 0.994 0.975 g = running 0.074 0.693 0.893 0.781 h = walking ------------------------------------------------------- 0.028 0.843 0.834 0.832 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.038 0.721 0.852 0.781 a = climbing down 0.027 0.802 0.677 0.734 b = climbing up 0.000 0.988 0.691 0.813 c = jumping 0.001 0.995 0.994 0.994 d = lying 0.034 0.683 0.467 0.554 e = sitting 0.085 0.593 0.789 0.677 f = standing 0.007 0.965 0.999 0.982 g = running 0.031 0.835 0.837 0.836 h = walking ------------------------------------------------------- 0.030 0.813 0.807 0.804 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.963 0.549 0.700 a = climbing down 0.216 0.413 0.991 0.583 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.986 0.911 0.947 d = lying 0.106 0.605 0.864 0.712 e = sitting 0.037 0.514 0.273 0.356 f = standing 0.004 0.976 0.999 0.987 g = running 0.003 0.852 0.079 0.145 h = walking ------------------------------------------------------- 0.052 0.766 0.681 0.643 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.080 0.439 0.906 0.591 a = climbing down 0.048 0.434 0.243 0.312 b = climbing up 0.001 0.950 0.978 0.964 c = jumping 0.000 0.995 0.451 0.621 d = lying 0.122 0.585 0.996 0.737 e = sitting 0.101 0.289 0.258 0.273 f = standing 0.011 0.945 0.998 0.971 g = running 0.036 0.812 0.721 0.764 h = walking ------------------------------------------------------- 0.051 0.688 0.653 0.636 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.691 0.633 0.661 a = climbing down 0.200 0.418 0.942 0.579 b = climbing up 0.000 1.000 0.226 0.369 c = jumping 0.018 0.896 0.915 0.905 d = lying 0.020 0.750 0.409 0.529 e = sitting 0.094 0.604 0.822 0.696 f = standing 0.019 0.906 0.977 0.940 g = running 0.001 0.615 0.013 0.025 h = walking ------------------------------------------------------- 0.053 0.708 0.664 0.614 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.039 0.697 0.732 0.714 a = climbing down 0.057 0.746 0.970 0.843 b = climbing up 0.000 0.993 0.939 0.965 c = jumping 0.009 0.944 0.870 0.906 d = lying 0.064 0.341 0.273 0.303 e = sitting 0.110 0.519 0.607 0.559 f = standing 0.005 0.966 0.773 0.859 g = running 0.008 0.951 0.867 0.907 h = walking ------------------------------------------------------- 0.041 0.759 0.749 0.749 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.215 0.372 0.959 0.536 a = climbing down 0.004 0.920 0.344 0.501 b = climbing up 0.000 1.000 0.585 0.738 c = jumping 0.030 0.830 0.799 0.814 d = lying 0.008 0.949 0.952 0.951 e = sitting 0.035 0.804 0.794 0.799 f = standing 0.020 0.898 1.000 0.946 g = running 0.025 0.417 0.102 0.164 h = walking ------------------------------------------------------- 0.044 0.751 0.706 0.682 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.904 0.872 0.888 a = climbing down 0.051 0.698 0.789 0.741 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.029 0.836 0.919 0.876 d = lying 0.032 0.803 0.873 0.836 e = sitting 0.013 0.910 0.800 0.852 f = standing 0.021 0.893 0.848 0.870 g = running 0.037 0.781 0.718 0.748 h = walking ------------------------------------------------------- 0.027 0.836 0.832 0.833 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.745 0.659 0.699 a = climbing down 0.063 0.726 0.959 0.827 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.023 0.858 0.850 0.854 d = lying 0.090 0.602 0.984 0.747 e = sitting 0.018 0.843 0.713 0.772 f = standing 0.001 0.996 0.669 0.800 g = running 0.015 0.879 0.711 0.786 h = walking ------------------------------------------------------- 0.032 0.822 0.789 0.789 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.080 0.557 0.825 0.665 a = climbing down 0.021 0.834 0.775 0.804 b = climbing up 0.000 1.000 0.613 0.760 c = jumping 0.037 0.777 0.844 0.809 d = lying 0.090 0.597 0.968 0.739 e = sitting 0.026 0.785 0.628 0.698 f = standing 0.009 0.956 0.718 0.820 g = running 0.032 0.746 0.539 0.625 h = walking ------------------------------------------------------- 0.037 0.778 0.743 0.744 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.031 0.778 0.740 0.759 a = climbing down 0.158 0.409 0.770 0.534 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.040 0.697 0.475 0.565 d = lying 0.025 0.845 0.970 0.904 e = sitting 0.087 0.566 0.676 0.616 f = standing 0.001 0.994 0.988 0.991 g = running 0.017 0.754 0.279 0.407 h = walking ------------------------------------------------------- 0.045 0.630 0.612 0.597 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.801 0.811 0.806 a = climbing down 0.076 0.639 0.861 0.734 b = climbing up 0.000 1.000 0.888 0.941 c = jumping 0.019 0.862 0.741 0.797 d = lying 0.022 0.835 0.754 0.792 e = sitting 0.074 0.643 0.798 0.712 f = standing 0.006 0.968 0.964 0.966 g = running 0.013 0.884 0.587 0.706 h = walking ------------------------------------------------------- 0.033 0.813 0.794 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.060 0.580 0.743 0.651 a = climbing down 0.044 0.810 0.621 0.703 b = climbing up 0.000 1.000 0.149 0.260 c = jumping 0.022 0.763 0.516 0.616 d = lying 0.019 0.814 0.826 0.820 e = sitting 0.138 0.521 0.858 0.648 f = standing 0.024 0.826 0.696 0.756 g = running 0.034 0.807 0.841 0.824 h = walking ------------------------------------------------------- 0.050 0.744 0.708 0.706 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.930 0.841 0.883 a = climbing down 0.020 0.841 0.811 0.826 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.006 0.964 0.981 0.973 d = lying 0.049 0.732 0.926 0.817 e = sitting 0.016 0.906 0.883 0.894 f = standing 0.001 0.995 0.815 0.896 g = running 0.032 0.831 0.928 0.877 h = walking ------------------------------------------------------- 0.017 0.895 0.885 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.806 0.880 0.842 a = climbing down 0.007 0.912 0.616 0.736 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.011 0.928 0.754 0.832 d = lying 0.018 0.868 0.653 0.745 e = sitting 0.098 0.600 0.888 0.717 f = standing 0.014 0.929 0.998 0.963 g = running 0.032 0.838 0.918 0.876 h = walking ------------------------------------------------------- 0.029 0.845 0.823 0.822 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.065 0.592 0.694 0.639 a = climbing down 0.083 0.631 0.814 0.711 b = climbing up 0.000 1.000 0.840 0.913 c = jumping 0.017 0.856 0.618 0.718 d = lying 0.023 0.805 0.627 0.705 e = sitting 0.116 0.506 0.754 0.605 f = standing 0.009 0.948 0.977 0.962 g = running 0.016 0.853 0.507 0.636 h = walking ------------------------------------------------------- 0.045 0.752 0.716 0.717 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.928 0.739 0.823 a = climbing down 0.150 0.499 0.967 0.658 b = climbing up 0.000 1.000 0.756 0.861 c = jumping 0.009 0.947 0.975 0.961 d = lying 0.045 0.702 0.725 0.713 e = sitting 0.046 0.743 0.706 0.724 f = standing 0.016 0.918 0.998 0.956 g = running 0.002 0.953 0.254 0.401 h = walking ------------------------------------------------------- 0.038 0.820 0.763 0.749 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.987 0.582 0.732 a = climbing down 0.161 0.467 0.977 0.632 b = climbing up 0.002 0.905 0.984 0.943 c = jumping 0.000 0.999 0.882 0.937 d = lying 0.107 0.620 0.898 0.733 e = sitting 0.037 0.649 0.388 0.485 f = standing 0.006 0.965 0.984 0.974 g = running 0.005 0.909 0.308 0.460 h = walking ------------------------------------------------------- 0.045 0.796 0.725 0.712 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.192 0.213 0.685 0.325 a = climbing down 0.002 0.904 0.119 0.210 b = climbing up 0.000 0.992 0.776 0.871 c = jumping 0.004 0.981 0.974 0.977 d = lying 0.149 0.521 0.991 0.683 e = sitting 0.003 0.929 0.201 0.331 f = standing 0.053 0.774 0.994 0.871 g = running 0.013 0.868 0.424 0.570 h = walking ------------------------------------------------------- 0.046 0.793 0.631 0.603 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.899 0.779 0.834 a = climbing down 0.054 0.687 0.816 0.746 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.018 0.900 0.925 0.913 d = lying 0.011 0.803 0.329 0.466 e = sitting 0.110 0.583 0.868 0.698 f = standing 0.000 0.998 0.955 0.976 g = running 0.030 0.831 0.804 0.817 h = walking ------------------------------------------------------- 0.033 0.820 0.799 0.791 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.793 0.784 a = climbing down 0.028 0.848 0.919 0.882 b = climbing up 0.000 1.000 0.964 0.981 c = jumping 0.010 0.920 0.684 0.784 d = lying 0.073 0.481 0.437 0.458 e = sitting 0.135 0.445 0.576 0.502 f = standing 0.005 0.968 0.841 0.900 g = running 0.018 0.899 0.957 0.927 h = walking ------------------------------------------------------- 0.043 0.765 0.746 0.751 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.675 0.976 0.798 a = climbing down 0.005 0.919 0.413 0.570 b = climbing up 0.057 0.270 0.988 0.424 c = jumping 0.001 0.996 0.982 0.989 d = lying 0.005 0.972 0.977 0.975 e = sitting 0.004 0.976 0.966 0.971 f = standing 0.003 0.974 0.635 0.769 g = running 0.046 0.766 0.827 0.795 h = walking ------------------------------------------------------- 0.018 0.889 0.834 0.837 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.974 0.968 0.971 a = climbing down 0.021 0.856 0.824 0.840 b = climbing up 0.000 0.995 0.995 0.995 c = jumping 0.016 0.909 0.987 0.946 d = lying 0.026 0.842 0.934 0.885 e = sitting 0.005 0.964 0.869 0.914 f = standing 0.006 0.968 0.895 0.930 g = running 0.027 0.861 0.895 0.878 h = walking ------------------------------------------------------- 0.015 0.913 0.910 0.910 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.055 0.652 0.692 0.671 a = climbing down 0.159 0.498 0.907 0.643 b = climbing up 0.000 0.992 0.955 0.973 c = jumping 0.016 0.898 0.861 0.879 d = lying 0.132 0.520 0.984 0.681 e = sitting 0.025 0.407 0.139 0.207 f = standing 0.001 0.995 0.672 0.802 g = running 0.014 0.559 0.128 0.208 h = walking ------------------------------------------------------- 0.054 0.684 0.652 0.619 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.739 0.930 0.824 a = climbing down 0.008 0.925 0.675 0.781 b = climbing up 0.000 1.000 0.701 0.824 c = jumping 0.053 0.704 0.857 0.773 d = lying 0.047 0.714 0.829 0.767 e = sitting 0.043 0.676 0.592 0.631 f = standing 0.017 0.935 0.828 0.878 g = running 0.041 0.770 0.803 0.786 h = walking ------------------------------------------------------- 0.033 0.799 0.787 0.786 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.515 0.664 a = climbing down 0.160 0.431 0.899 0.583 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.014 0.919 0.920 0.920 d = lying 0.017 0.872 0.757 0.811 e = sitting 0.049 0.751 0.835 0.791 f = standing 0.001 0.993 0.995 0.994 g = running 0.017 0.821 0.410 0.547 h = walking ------------------------------------------------------- 0.034 0.829 0.771 0.772 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.835 0.872 a = climbing down 0.020 0.868 0.841 0.854 b = climbing up 0.005 0.801 0.942 0.866 c = jumping 0.007 0.950 0.846 0.895 d = lying 0.039 0.764 0.707 0.734 e = sitting 0.069 0.627 0.753 0.684 f = standing 0.006 0.970 0.933 0.951 g = running 0.028 0.847 0.945 0.893 h = walking ------------------------------------------------------- 0.025 0.849 0.841 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.054 0.656 0.922 0.766 a = climbing down 0.056 0.784 0.677 0.726 b = climbing up 0.000 1.000 0.126 0.224 c = jumping 0.046 0.657 0.659 0.658 d = lying 0.028 0.736 0.780 0.757 e = sitting 0.106 0.525 0.670 0.589 f = standing 0.031 0.835 0.983 0.903 g = running 0.012 0.885 0.513 0.650 h = walking ------------------------------------------------------- 0.048 0.740 0.715 0.708 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.884 0.868 0.876 a = climbing down 0.032 0.759 0.774 0.767 b = climbing up 0.000 0.983 1.000 0.991 c = jumping 0.012 0.932 0.995 0.963 d = lying 0.119 0.564 0.872 0.685 e = sitting 0.025 0.751 0.437 0.552 f = standing 0.000 0.998 0.836 0.909 g = running 0.031 0.814 0.812 0.813 h = walking ------------------------------------------------------- 0.033 0.821 0.800 0.798 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.055 0.651 0.912 0.760 a = climbing down 0.106 0.344 0.571 0.429 b = climbing up 0.000 1.000 0.636 0.777 c = jumping 0.004 0.972 0.824 0.892 d = lying 0.053 0.478 0.264 0.340 e = sitting 0.156 0.491 0.773 0.601 f = standing 0.017 0.917 0.992 0.953 g = running 0.000 0.993 0.326 0.490 h = walking ------------------------------------------------------- 0.052 0.724 0.661 0.650 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.053 0.617 0.688 0.651 a = climbing down 0.044 0.702 0.700 0.701 b = climbing up 0.000 1.000 0.736 0.848 c = jumping 0.004 0.980 0.946 0.963 d = lying 0.055 0.686 0.783 0.731 e = sitting 0.039 0.751 0.678 0.713 f = standing 0.008 0.941 0.758 0.840 g = running 0.049 0.769 0.884 0.823 h = walking ------------------------------------------------------- 0.034 0.793 0.783 0.785 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.829 0.876 a = climbing down 0.044 0.769 0.918 0.837 b = climbing up 0.000 1.000 0.943 0.971 c = jumping 0.000 0.997 0.994 0.996 d = lying 0.077 0.673 0.911 0.774 e = sitting 0.016 0.829 0.501 0.624 f = standing 0.002 0.988 0.999 0.993 g = running 0.012 0.930 0.837 0.881 h = walking ------------------------------------------------------- 0.023 0.876 0.864 0.861 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.544 0.697 a = climbing down 0.171 0.464 0.949 0.624 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.988 0.961 0.974 d = lying 0.119 0.592 0.926 0.722 e = sitting 0.013 0.596 0.139 0.225 f = standing 0.008 0.955 0.999 0.977 g = running 0.014 0.831 0.351 0.493 h = walking ------------------------------------------------------- 0.047 0.775 0.718 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.149 0.285 0.887 0.431 a = climbing down 0.133 0.295 0.354 0.322 b = climbing up 0.000 1.000 0.830 0.907 c = jumping 0.000 0.997 0.943 0.969 d = lying 0.118 0.599 0.960 0.738 e = sitting 0.012 0.771 0.252 0.380 f = standing 0.024 0.890 1.000 0.942 g = running 0.000 0.625 0.004 0.008 h = walking ------------------------------------------------------- 0.051 0.684 0.615 0.562 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.839 0.884 a = climbing down 0.036 0.773 0.836 0.803 b = climbing up 0.000 0.993 0.950 0.971 c = jumping 0.013 0.925 0.959 0.942 d = lying 0.048 0.673 0.689 0.681 e = sitting 0.042 0.750 0.717 0.733 f = standing 0.002 0.991 0.982 0.987 g = running 0.024 0.872 0.882 0.877 h = walking ------------------------------------------------------- 0.024 0.853 0.852 0.852 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.789 0.801 0.795 a = climbing down 0.169 0.459 0.935 0.615 b = climbing up 0.004 0.809 0.980 0.886 c = jumping 0.035 0.832 0.994 0.906 d = lying 0.108 0.494 0.534 0.513 e = sitting 0.060 0.335 0.211 0.259 f = standing 0.006 0.965 0.952 0.959 g = running 0.006 0.506 0.035 0.066 h = walking ------------------------------------------------------- 0.058 0.631 0.642 0.592 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.167 0.470 0.926 0.623 a = climbing down 0.022 0.412 0.500 0.451 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.058 0.770 0.941 0.847 d = lying 0.002 0.991 0.967 0.979 e = sitting 0.018 0.891 0.712 0.791 f = standing 0.000 0.997 0.994 0.995 g = running 0.004 0.912 0.197 0.324 h = walking ------------------------------------------------------- 0.038 0.834 0.767 0.746 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.075 0.577 0.903 0.704 a = climbing down 0.067 0.589 0.625 0.607 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.044 0.793 0.969 0.872 d = lying 0.049 0.739 0.863 0.796 e = sitting 0.024 0.764 0.557 0.644 f = standing 0.002 0.991 0.852 0.916 g = running 0.015 0.866 0.520 0.650 h = walking ------------------------------------------------------- 0.036 0.784 0.760 0.756 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.516 0.396 0.448 a = climbing down 0.130 0.572 0.890 0.697 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.986 0.765 0.862 d = lying 0.063 0.642 0.974 0.774 e = sitting 0.032 0.773 0.750 0.761 f = standing 0.002 0.990 0.811 0.892 g = running 0.017 0.819 0.535 0.647 h = walking ------------------------------------------------------- 0.042 0.773 0.739 0.738 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.079 0.554 0.806 0.657 a = climbing down 0.113 0.469 0.718 0.567 b = climbing up 0.000 0.988 0.536 0.695 c = jumping 0.023 0.796 0.537 0.641 d = lying 0.079 0.596 0.908 0.720 e = sitting 0.072 0.541 0.603 0.570 f = standing 0.008 0.966 0.798 0.874 g = running 0.030 0.517 0.184 0.272 h = walking ------------------------------------------------------- 0.050 0.676 0.646 0.633 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.051 0.686 0.832 0.752 a = climbing down 0.070 0.587 0.689 0.634 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.030 0.821 0.788 0.804 d = lying 0.047 0.776 0.979 0.866 e = sitting 0.023 0.833 0.651 0.731 f = standing 0.000 0.998 0.998 0.998 g = running 0.016 0.841 0.554 0.668 h = walking ------------------------------------------------------- 0.032 0.805 0.793 0.790 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.192 0.295 0.616 0.399 a = climbing down 0.051 0.678 0.623 0.649 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.025 0.819 0.807 0.813 d = lying 0.049 0.670 0.687 0.678 e = sitting 0.065 0.652 0.685 0.668 f = standing 0.000 0.998 0.938 0.968 g = running 0.019 0.496 0.111 0.182 h = walking ------------------------------------------------------- 0.052 0.681 0.649 0.641 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.040 0.562 0.568 0.565 a = climbing down 0.080 0.593 0.401 0.478 b = climbing up 0.000 1.000 0.458 0.628 c = jumping 0.073 0.591 0.730 0.653 d = lying 0.023 0.866 0.968 0.914 e = sitting 0.104 0.501 0.659 0.569 f = standing 0.020 0.878 0.916 0.897 g = running 0.021 0.863 0.788 0.824 h = walking ------------------------------------------------------- 0.053 0.699 0.693 0.687 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.957 0.664 0.785 a = climbing down 0.060 0.665 0.848 0.745 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.010 0.941 0.963 0.952 d = lying 0.015 0.914 0.924 0.919 e = sitting 0.022 0.840 0.883 0.861 f = standing 0.002 0.992 0.930 0.960 g = running 0.034 0.803 0.816 0.810 h = walking ------------------------------------------------------- 0.019 0.884 0.873 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.057 0.521 0.713 0.602 a = climbing down 0.090 0.433 0.534 0.478 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.062 0.563 0.441 0.495 d = lying 0.031 0.718 0.396 0.510 e = sitting 0.155 0.452 0.798 0.577 f = standing 0.011 0.948 0.979 0.963 g = running 0.026 0.792 0.519 0.627 h = walking ------------------------------------------------------- 0.057 0.665 0.625 0.623 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.912 0.638 0.751 a = climbing down 0.056 0.721 0.804 0.760 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.003 0.946 0.343 0.503 d = lying 0.057 0.704 0.892 0.787 e = sitting 0.096 0.520 0.761 0.618 f = standing 0.001 0.993 0.981 0.987 g = running 0.051 0.748 0.859 0.800 h = walking ------------------------------------------------------- 0.037 0.804 0.764 0.755 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.735 0.492 0.590 a = climbing down 0.066 0.614 0.698 0.654 b = climbing up 0.001 0.936 0.869 0.901 c = jumping 0.012 0.935 0.962 0.948 d = lying 0.045 0.724 0.779 0.751 e = sitting 0.035 0.744 0.612 0.672 f = standing 0.008 0.959 0.991 0.975 g = running 0.057 0.735 0.867 0.795 h = walking ------------------------------------------------------- 0.034 0.788 0.787 0.782 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.822 0.781 0.801 a = climbing down 0.075 0.634 0.761 0.692 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.986 0.921 0.952 d = lying 0.093 0.560 0.961 0.708 e = sitting 0.015 0.852 0.478 0.612 f = standing 0.002 0.992 0.997 0.994 g = running 0.042 0.700 0.581 0.635 h = walking ------------------------------------------------------- 0.032 0.810 0.783 0.781 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.226 0.214 0.900 0.346 a = climbing down 0.027 0.684 0.395 0.501 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.002 0.990 0.932 0.960 d = lying 0.022 0.886 0.971 0.927 e = sitting 0.008 0.948 0.860 0.902 f = standing 0.038 0.819 0.988 0.896 g = running 0.000 1.000 0.006 0.012 h = walking ------------------------------------------------------- 0.029 0.854 0.704 0.675 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.046 0.621 0.655 0.638 a = climbing down 0.159 0.384 0.633 0.478 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.001 0.994 0.899 0.944 d = lying 0.038 0.791 0.842 0.816 e = sitting 0.043 0.742 0.786 0.763 f = standing 0.001 0.993 0.971 0.982 g = running 0.041 0.356 0.132 0.193 h = walking ------------------------------------------------------- 0.044 0.715 0.714 0.702 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.856 0.581 0.692 a = climbing down 0.092 0.624 0.936 0.749 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.013 0.933 0.971 0.952 d = lying 0.086 0.345 0.362 0.353 e = sitting 0.078 0.457 0.408 0.431 f = standing 0.009 0.952 0.963 0.958 g = running 0.032 0.796 0.669 0.727 h = walking ------------------------------------------------------- 0.043 0.732 0.720 0.717 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.220 0.400 0.922 0.558 a = climbing down 0.010 0.348 0.167 0.225 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.044 0.758 0.679 0.716 d = lying 0.016 0.935 0.981 0.958 e = sitting 0.067 0.685 0.713 0.698 f = standing 0.001 0.994 1.000 0.997 g = running 0.006 0.633 0.052 0.096 h = walking ------------------------------------------------------- 0.054 0.725 0.689 0.648 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.031 0.764 0.911 0.831 a = climbing down 0.157 0.484 0.917 0.634 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.069 0.662 0.775 0.714 d = lying 0.018 0.897 0.963 0.929 e = sitting 0.038 0.635 0.480 0.547 f = standing 0.006 0.970 0.922 0.945 g = running 0.008 0.640 0.074 0.132 h = walking ------------------------------------------------------- 0.045 0.734 0.717 0.677 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.114 0.412 0.523 0.461 a = climbing down 0.064 0.716 0.829 0.768 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.004 0.968 0.805 0.879 d = lying 0.089 0.558 0.985 0.713 e = sitting 0.027 0.798 0.707 0.750 f = standing 0.001 0.996 0.744 0.852 g = running 0.026 0.692 0.405 0.511 h = walking ------------------------------------------------------- 0.042 0.760 0.717 0.722 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.069 0.562 0.750 0.643 a = climbing down 0.052 0.678 0.729 0.703 b = climbing up 0.000 1.000 0.510 0.675 c = jumping 0.036 0.699 0.547 0.614 d = lying 0.074 0.626 0.912 0.743 e = sitting 0.076 0.556 0.624 0.588 f = standing 0.010 0.956 0.755 0.844 g = running 0.033 0.745 0.570 0.646 h = walking ------------------------------------------------------- 0.045 0.722 0.695 0.697 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.082 0.584 0.796 0.674 a = climbing down 0.109 0.438 0.577 0.498 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.051 0.733 0.745 0.739 d = lying 0.013 0.908 0.911 0.910 e = sitting 0.056 0.664 0.643 0.654 f = standing 0.000 0.998 0.999 0.999 g = running 0.032 0.519 0.209 0.298 h = walking ------------------------------------------------------- 0.047 0.703 0.703 0.690 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.096 0.362 0.420 0.389 a = climbing down 0.066 0.679 0.785 0.729 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.042 0.723 0.774 0.748 d = lying 0.041 0.713 0.698 0.705 e = sitting 0.066 0.629 0.624 0.627 f = standing 0.003 0.986 0.951 0.968 g = running 0.054 0.552 0.397 0.462 h = walking ------------------------------------------------------- 0.049 0.685 0.683 0.681 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.034 0.619 0.617 0.618 a = climbing down 0.051 0.734 0.492 0.589 b = climbing up 0.000 1.000 0.090 0.166 c = jumping 0.056 0.667 0.762 0.711 d = lying 0.032 0.811 0.899 0.852 e = sitting 0.101 0.521 0.690 0.594 f = standing 0.026 0.856 0.963 0.906 g = running 0.024 0.849 0.835 0.842 h = walking ------------------------------------------------------- 0.046 0.735 0.722 0.713 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.968 0.501 0.660 a = climbing down 0.060 0.658 0.864 0.747 b = climbing up 0.000 1.000 0.954 0.977 c = jumping 0.013 0.927 0.972 0.949 d = lying 0.032 0.792 0.851 0.821 e = sitting 0.030 0.817 0.809 0.813 f = standing 0.001 0.994 0.915 0.953 g = running 0.051 0.731 0.821 0.774 h = walking ------------------------------------------------------- 0.025 0.853 0.835 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.728 0.678 0.702 a = climbing down 0.056 0.642 0.787 0.707 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.038 0.579 0.284 0.381 d = lying 0.042 0.777 0.737 0.756 e = sitting 0.132 0.499 0.811 0.618 f = standing 0.006 0.971 0.997 0.984 g = running 0.017 0.899 0.778 0.834 h = walking ------------------------------------------------------- 0.043 0.744 0.730 0.722 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.766 0.341 0.472 a = climbing down 0.013 0.691 0.168 0.270 b = climbing up 0.000 1.000 0.650 0.788 c = jumping 0.035 0.699 0.464 0.558 d = lying 0.035 0.782 0.858 0.818 e = sitting 0.109 0.488 0.618 0.546 f = standing 0.009 0.954 0.978 0.966 g = running 0.216 0.423 0.945 0.584 h = walking ------------------------------------------------------- 0.061 0.691 0.631 0.608 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.812 0.790 0.801 a = climbing down 0.078 0.622 0.854 0.720 b = climbing up 0.000 0.992 0.768 0.866 c = jumping 0.004 0.977 0.964 0.971 d = lying 0.075 0.601 0.756 0.670 e = sitting 0.041 0.682 0.529 0.596 f = standing 0.008 0.955 0.999 0.977 g = running 0.010 0.919 0.638 0.753 h = walking ------------------------------------------------------- 0.032 0.808 0.791 0.790 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.080 0.544 0.790 0.644 a = climbing down 0.065 0.605 0.643 0.624 b = climbing up 0.000 0.989 1.000 0.995 c = jumping 0.004 0.978 0.853 0.911 d = lying 0.076 0.556 0.774 0.647 e = sitting 0.056 0.689 0.595 0.638 f = standing 0.002 0.990 0.998 0.994 g = running 0.029 0.701 0.413 0.520 h = walking ------------------------------------------------------- 0.040 0.748 0.729 0.727 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.200 0.932 0.329 a = climbing down 0.004 0.910 0.286 0.436 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.002 0.988 0.919 0.953 d = lying 0.151 0.525 0.989 0.686 e = sitting 0.010 0.770 0.187 0.301 f = standing 0.003 0.986 0.996 0.991 g = running 0.025 0.082 0.011 0.019 h = walking ------------------------------------------------------- 0.046 0.670 0.592 0.553 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.094 0.504 0.816 0.623 a = climbing down 0.120 0.518 0.763 0.617 b = climbing up 0.001 0.946 0.916 0.931 c = jumping 0.026 0.865 0.879 0.872 d = lying 0.014 0.795 0.379 0.514 e = sitting 0.093 0.613 0.894 0.727 f = standing 0.008 0.956 0.938 0.947 g = running 0.007 0.671 0.080 0.142 h = walking ------------------------------------------------------- 0.049 0.719 0.685 0.648 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.942 0.745 0.832 a = climbing down 0.031 0.785 0.724 0.753 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.018 0.905 0.966 0.935 d = lying 0.128 0.392 0.512 0.444 e = sitting 0.068 0.281 0.171 0.213 f = standing 0.004 0.977 1.000 0.989 g = running 0.058 0.737 0.906 0.813 h = walking ------------------------------------------------------- 0.044 0.725 0.730 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.080 0.648 0.926 0.763 a = climbing down 0.137 0.091 0.446 0.151 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.034 0.838 0.849 0.844 d = lying 0.111 0.683 0.992 0.809 e = sitting 0.023 0.759 0.354 0.483 f = standing 0.000 1.000 1.000 1.000 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.048 0.627 0.696 0.631 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.856 0.921 0.887 a = climbing down 0.066 0.679 0.873 0.764 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.010 0.946 0.979 0.962 d = lying 0.021 0.829 0.637 0.720 e = sitting 0.053 0.677 0.809 0.737 f = standing 0.002 0.990 0.978 0.984 g = running 0.008 0.944 0.696 0.801 h = walking ------------------------------------------------------- 0.023 0.860 0.846 0.846 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.062 0.590 0.575 0.582 a = climbing down 0.144 0.542 0.866 0.667 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.004 0.973 0.850 0.908 d = lying 0.110 0.481 0.875 0.621 e = sitting 0.037 0.630 0.482 0.546 f = standing 0.002 0.991 0.750 0.854 g = running 0.011 0.758 0.246 0.372 h = walking ------------------------------------------------------- 0.050 0.737 0.681 0.675 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.066 0.594 0.834 0.694 a = climbing down 0.044 0.696 0.735 0.715 b = climbing up 0.000 1.000 0.795 0.886 c = jumping 0.066 0.648 0.828 0.727 d = lying 0.053 0.681 0.805 0.738 e = sitting 0.059 0.565 0.495 0.528 f = standing 0.006 0.975 0.807 0.883 g = running 0.030 0.739 0.495 0.593 h = walking ------------------------------------------------------- 0.041 0.734 0.716 0.715 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.642 0.836 0.727 a = climbing down 0.059 0.621 0.690 0.654 b = climbing up 0.000 0.975 0.975 0.975 c = jumping 0.013 0.928 0.935 0.931 d = lying 0.040 0.789 0.893 0.838 e = sitting 0.028 0.823 0.710 0.762 f = standing 0.001 0.995 0.998 0.997 g = running 0.015 0.849 0.554 0.670 h = walking ------------------------------------------------------- 0.028 0.823 0.812 0.811 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.110 0.437 0.659 0.525 a = climbing down 0.064 0.640 0.613 0.626 b = climbing up 0.004 0.790 1.000 0.883 c = jumping 0.016 0.889 0.913 0.901 d = lying 0.057 0.514 0.412 0.457 e = sitting 0.088 0.535 0.601 0.566 f = standing 0.008 0.961 0.926 0.943 g = running 0.074 0.351 0.239 0.285 h = walking ------------------------------------------------------- 0.057 0.633 0.635 0.629 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.029 0.578 0.450 0.506 a = climbing down 0.110 0.630 0.648 0.639 b = climbing up 0.000 1.000 0.045 0.086 c = jumping 0.052 0.640 0.628 0.634 d = lying 0.023 0.843 0.810 0.826 e = sitting 0.125 0.442 0.624 0.517 f = standing 0.023 0.870 0.951 0.909 g = running 0.012 0.907 0.709 0.796 h = walking ------------------------------------------------------- 0.058 0.709 0.685 0.683 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.962 0.716 0.821 a = climbing down 0.142 0.497 0.969 0.657 b = climbing up 0.000 0.994 0.983 0.988 c = jumping 0.008 0.955 0.998 0.976 d = lying 0.055 0.620 0.542 0.578 e = sitting 0.096 0.558 0.742 0.637 f = standing 0.000 0.998 0.809 0.893 g = running 0.004 0.935 0.316 0.472 h = walking ------------------------------------------------------- 0.041 0.800 0.733 0.729 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.004 0.927 0.504 0.653 a = climbing down 0.152 0.403 0.984 0.571 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.022 0.876 0.841 0.858 d = lying 0.029 0.524 0.157 0.242 e = sitting 0.167 0.461 0.867 0.602 f = standing 0.005 0.978 0.984 0.981 g = running 0.001 0.992 0.402 0.572 h = walking ------------------------------------------------------- 0.047 0.756 0.669 0.650 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.927 0.586 0.718 a = climbing down 0.038 0.607 0.379 0.467 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.004 0.975 0.925 0.949 d = lying 0.091 0.566 0.818 0.669 e = sitting 0.035 0.707 0.472 0.566 f = standing 0.006 0.970 0.995 0.982 g = running 0.124 0.554 0.916 0.690 h = walking ------------------------------------------------------- 0.042 0.767 0.738 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.732 0.767 0.749 a = climbing down 0.048 0.688 0.672 0.680 b = climbing up 0.000 0.983 0.919 0.950 c = jumping 0.001 0.997 0.980 0.988 d = lying 0.110 0.542 0.833 0.657 e = sitting 0.027 0.636 0.301 0.409 f = standing 0.003 0.986 0.997 0.992 g = running 0.028 0.851 0.845 0.848 h = walking ------------------------------------------------------- 0.033 0.792 0.784 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.816 0.611 0.699 a = climbing down 0.179 0.489 0.879 0.628 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.990 0.962 0.976 d = lying 0.113 0.489 0.850 0.621 e = sitting 0.015 0.597 0.151 0.241 f = standing 0.010 0.950 0.999 0.974 g = running 0.019 0.703 0.263 0.382 h = walking ------------------------------------------------------- 0.050 0.734 0.696 0.667 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.269 0.193 0.957 0.321 a = climbing down 0.010 0.867 0.387 0.535 b = climbing up 0.000 0.978 0.985 0.982 c = jumping 0.000 0.999 0.886 0.939 d = lying 0.057 0.727 0.843 0.781 e = sitting 0.045 0.690 0.649 0.669 f = standing 0.008 0.959 0.998 0.978 g = running 0.000 0.250 0.001 0.002 h = walking ------------------------------------------------------- 0.034 0.711 0.645 0.626 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.874 0.704 0.780 a = climbing down 0.083 0.563 0.702 0.625 b = climbing up 0.001 0.966 0.922 0.944 c = jumping 0.021 0.881 0.911 0.895 d = lying 0.085 0.580 0.686 0.628 e = sitting 0.053 0.594 0.476 0.528 f = standing 0.002 0.990 0.906 0.946 g = running 0.039 0.772 0.765 0.769 h = walking ------------------------------------------------------- 0.041 0.757 0.746 0.748 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.855 0.622 0.720 a = climbing down 0.062 0.685 0.881 0.771 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.005 0.972 0.995 0.984 d = lying 0.059 0.542 0.387 0.451 e = sitting 0.105 0.467 0.605 0.527 f = standing 0.003 0.980 0.922 0.950 g = running 0.032 0.823 0.850 0.836 h = walking ------------------------------------------------------- 0.039 0.767 0.758 0.756 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.675 0.739 0.706 a = climbing down 0.006 0.441 0.161 0.236 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.040 0.781 0.685 0.730 d = lying 0.015 0.938 0.949 0.944 e = sitting 0.067 0.694 0.745 0.719 f = standing 0.008 0.935 1.000 0.966 g = running 0.042 0.810 0.833 0.821 h = walking ------------------------------------------------------- 0.037 0.798 0.803 0.797 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.048 0.693 0.949 0.801 a = climbing down 0.057 0.672 0.731 0.700 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.044 0.785 0.940 0.856 d = lying 0.043 0.751 0.835 0.791 e = sitting 0.036 0.692 0.575 0.628 f = standing 0.001 0.997 0.818 0.899 g = running 0.013 0.911 0.677 0.777 h = walking ------------------------------------------------------- 0.031 0.806 0.791 0.790 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.106 0.444 0.566 0.498 a = climbing down 0.101 0.637 0.932 0.757 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.002 0.986 0.797 0.881 d = lying 0.072 0.597 0.941 0.730 e = sitting 0.039 0.782 0.847 0.813 f = standing 0.001 0.993 0.718 0.834 g = running 0.006 0.778 0.157 0.262 h = walking ------------------------------------------------------- 0.044 0.768 0.718 0.702 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.733 0.739 0.736 a = climbing down 0.064 0.647 0.892 0.750 b = climbing up 0.000 0.990 0.649 0.784 c = jumping 0.019 0.854 0.737 0.791 d = lying 0.052 0.704 0.907 0.793 e = sitting 0.051 0.676 0.705 0.690 f = standing 0.008 0.972 0.897 0.933 g = running 0.010 0.914 0.633 0.748 h = walking ------------------------------------------------------- 0.029 0.815 0.794 0.796 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.041 0.731 0.835 0.779 a = climbing down 0.077 0.515 0.569 0.541 b = climbing up 0.000 0.982 0.885 0.931 c = jumping 0.025 0.864 0.915 0.889 d = lying 0.079 0.594 0.692 0.639 e = sitting 0.062 0.557 0.435 0.489 f = standing 0.003 0.983 0.998 0.990 g = running 0.039 0.678 0.524 0.591 h = walking ------------------------------------------------------- 0.045 0.716 0.719 0.713 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.223 0.307 0.774 0.440 a = climbing down 0.021 0.756 0.388 0.512 b = climbing up 0.001 0.969 0.977 0.973 c = jumping 0.037 0.739 0.752 0.745 d = lying 0.082 0.478 0.525 0.501 e = sitting 0.090 0.543 0.526 0.534 f = standing 0.001 0.997 0.934 0.965 g = running 0.034 0.274 0.078 0.121 h = walking ------------------------------------------------------- 0.063 0.609 0.576 0.564 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.041 0.608 0.712 0.656 a = climbing down 0.137 0.393 0.304 0.343 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.030 0.734 0.605 0.663 d = lying 0.054 0.669 0.705 0.686 e = sitting 0.134 0.485 0.786 0.600 f = standing 0.023 0.870 0.956 0.911 g = running 0.070 0.468 0.371 0.414 h = walking ------------------------------------------------------- 0.077 0.590 0.588 0.571 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.768 0.846 a = climbing down 0.047 0.698 0.830 0.758 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.008 0.956 0.969 0.962 d = lying 0.048 0.744 0.821 0.781 e = sitting 0.036 0.801 0.873 0.835 f = standing 0.000 0.998 0.810 0.894 g = running 0.028 0.833 0.848 0.840 h = walking ------------------------------------------------------- 0.023 0.863 0.850 0.853 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.670 0.885 0.762 a = climbing down 0.041 0.686 0.693 0.689 b = climbing up 0.000 1.000 0.798 0.888 c = jumping 0.033 0.746 0.531 0.620 d = lying 0.046 0.579 0.318 0.410 e = sitting 0.166 0.451 0.851 0.589 f = standing 0.016 0.922 0.979 0.949 g = running 0.009 0.940 0.732 0.823 h = walking ------------------------------------------------------- 0.047 0.730 0.698 0.693 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.662 0.762 a = climbing down 0.053 0.711 0.772 0.740 b = climbing up 0.000 0.993 0.887 0.937 c = jumping 0.001 0.991 0.618 0.762 d = lying 0.059 0.670 0.839 0.745 e = sitting 0.083 0.593 0.692 0.639 f = standing 0.003 0.985 0.989 0.987 g = running 0.048 0.744 0.847 0.792 h = walking ------------------------------------------------------- 0.036 0.804 0.779 0.780 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.814 0.889 0.850 a = climbing down 0.034 0.724 0.588 0.649 b = climbing up 0.013 0.628 0.994 0.770 c = jumping 0.015 0.920 0.982 0.950 d = lying 0.111 0.533 0.845 0.654 e = sitting 0.019 0.697 0.254 0.372 f = standing 0.001 0.995 0.917 0.955 g = running 0.044 0.786 0.881 0.831 h = walking ------------------------------------------------------- 0.034 0.784 0.772 0.756 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.865 0.684 0.764 a = climbing down 0.074 0.642 0.824 0.722 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.001 0.992 0.916 0.952 d = lying 0.133 0.454 0.893 0.602 e = sitting 0.022 0.683 0.242 0.357 f = standing 0.005 0.974 0.997 0.985 g = running 0.036 0.766 0.705 0.734 h = walking ------------------------------------------------------- 0.036 0.785 0.751 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.301 0.179 0.977 0.302 a = climbing down 0.002 0.933 0.137 0.238 b = climbing up 0.006 0.782 0.933 0.851 c = jumping 0.000 0.998 0.949 0.973 d = lying 0.065 0.710 0.905 0.796 e = sitting 0.025 0.826 0.653 0.729 f = standing 0.003 0.980 0.949 0.964 g = running 0.009 0.149 0.008 0.015 h = walking ------------------------------------------------------- 0.035 0.719 0.624 0.598 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.065 0.557 0.677 0.611 a = climbing down 0.104 0.453 0.574 0.507 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.012 0.937 0.948 0.942 d = lying 0.029 0.744 0.571 0.646 e = sitting 0.064 0.679 0.801 0.735 f = standing 0.002 0.988 0.996 0.992 g = running 0.027 0.758 0.475 0.584 h = walking ------------------------------------------------------- 0.040 0.754 0.737 0.737 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.033 0.692 0.517 0.592 a = climbing down 0.231 0.410 0.974 0.577 b = climbing up 0.010 0.599 0.782 0.678 c = jumping 0.083 0.353 0.241 0.287 d = lying 0.081 0.245 0.208 0.225 e = sitting 0.180 0.209 0.312 0.250 f = standing 0.005 0.966 0.788 0.868 g = running 0.004 0.817 0.097 0.174 h = walking ------------------------------------------------------- 0.084 0.545 0.457 0.434 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.092 0.594 0.864 0.704 a = climbing down 0.004 0.390 0.086 0.141 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.137 0.622 0.976 0.760 d = lying 0.002 0.990 0.974 0.982 e = sitting 0.005 0.935 0.326 0.484 f = standing 0.008 0.930 1.000 0.964 g = running 0.024 0.849 0.652 0.737 h = walking ------------------------------------------------------- 0.045 0.811 0.772 0.751 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.040 0.716 0.917 0.804 a = climbing down 0.066 0.656 0.837 0.736 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.037 0.811 0.943 0.872 d = lying 0.023 0.868 0.986 0.923 e = sitting 0.010 0.926 0.757 0.833 f = standing 0.001 0.996 0.890 0.940 g = running 0.012 0.891 0.540 0.672 h = walking ------------------------------------------------------- 0.025 0.853 0.835 0.832 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.115 0.391 0.487 0.434 a = climbing down 0.093 0.573 0.642 0.605 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.019 0.837 0.599 0.698 d = lying 0.082 0.581 0.986 0.731 e = sitting 0.060 0.632 0.718 0.672 f = standing 0.002 0.984 0.611 0.754 g = running 0.034 0.703 0.559 0.623 h = walking ------------------------------------------------------- 0.054 0.697 0.648 0.654 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.125 0.458 0.853 0.596 a = climbing down 0.047 0.682 0.721 0.701 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.020 0.858 0.763 0.808 d = lying 0.066 0.646 0.924 0.760 e = sitting 0.044 0.702 0.721 0.711 f = standing 0.003 0.989 0.811 0.891 g = running 0.038 0.380 0.133 0.196 h = walking ------------------------------------------------------- 0.041 0.710 0.701 0.685 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.664 0.792 0.722 a = climbing down 0.126 0.425 0.637 0.510 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.099 0.581 0.718 0.643 d = lying 0.030 0.826 0.962 0.889 e = sitting 0.042 0.585 0.344 0.433 f = standing 0.001 0.997 0.999 0.998 g = running 0.026 0.595 0.232 0.334 h = walking ------------------------------------------------------- 0.053 0.676 0.672 0.652 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.571 0.627 0.598 a = climbing down 0.094 0.604 0.869 0.713 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.030 0.818 0.744 0.779 d = lying 0.017 0.863 0.766 0.812 e = sitting 0.074 0.638 0.767 0.697 f = standing 0.003 0.985 0.967 0.976 g = running 0.009 0.891 0.446 0.595 h = walking ------------------------------------------------------- 0.039 0.781 0.753 0.751 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.834 0.784 0.808 a = climbing down 0.031 0.820 0.494 0.617 b = climbing up 0.000 1.000 0.135 0.238 c = jumping 0.105 0.512 0.773 0.616 d = lying 0.042 0.778 0.976 0.866 e = sitting 0.092 0.358 0.327 0.342 f = standing 0.024 0.864 0.965 0.912 g = running 0.026 0.851 0.912 0.881 h = walking ------------------------------------------------------- 0.046 0.729 0.711 0.699 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.888 0.702 0.784 a = climbing down 0.027 0.788 0.724 0.755 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.023 0.883 0.960 0.920 d = lying 0.016 0.899 0.964 0.930 e = sitting 0.016 0.872 0.805 0.837 f = standing 0.003 0.988 0.918 0.952 g = running 0.058 0.733 0.908 0.811 h = walking ------------------------------------------------------- 0.021 0.873 0.867 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.078 0.481 0.818 0.606 a = climbing down 0.009 0.702 0.171 0.275 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.027 0.758 0.460 0.573 d = lying 0.013 0.916 0.733 0.814 e = sitting 0.137 0.497 0.835 0.623 f = standing 0.005 0.974 0.995 0.984 g = running 0.050 0.777 0.913 0.840 h = walking ------------------------------------------------------- 0.042 0.762 0.722 0.706 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.608 0.741 a = climbing down 0.059 0.740 0.929 0.824 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.020 0.714 0.291 0.413 d = lying 0.028 0.835 0.928 0.879 e = sitting 0.115 0.469 0.750 0.577 f = standing 0.002 0.991 0.978 0.984 g = running 0.037 0.799 0.845 0.821 h = walking ------------------------------------------------------- 0.035 0.797 0.771 0.760 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.808 0.784 0.796 a = climbing down 0.072 0.635 0.827 0.719 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.031 0.833 0.850 0.842 d = lying 0.054 0.708 0.866 0.779 e = sitting 0.040 0.697 0.544 0.611 f = standing 0.005 0.973 0.997 0.985 g = running 0.014 0.899 0.684 0.777 h = walking ------------------------------------------------------- 0.032 0.803 0.794 0.792 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.042 0.702 0.812 0.753 a = climbing down 0.084 0.630 0.905 0.743 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.986 0.894 0.938 d = lying 0.064 0.647 0.942 0.767 e = sitting 0.022 0.845 0.653 0.737 f = standing 0.000 0.998 0.998 0.998 g = running 0.012 0.850 0.395 0.540 h = walking ------------------------------------------------------- 0.029 0.830 0.802 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.299 0.184 0.975 0.310 a = climbing down 0.001 0.961 0.154 0.266 b = climbing up 0.000 0.983 0.702 0.819 c = jumping 0.028 0.862 0.887 0.874 d = lying 0.031 0.844 0.982 0.908 e = sitting 0.014 0.904 0.731 0.809 f = standing 0.004 0.977 0.996 0.987 g = running 0.005 0.421 0.018 0.035 h = walking ------------------------------------------------------- 0.032 0.778 0.650 0.624 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.862 0.471 0.609 a = climbing down 0.225 0.412 0.976 0.579 b = climbing up 0.000 1.000 0.877 0.934 c = jumping 0.021 0.866 0.723 0.788 d = lying 0.015 0.869 0.675 0.760 e = sitting 0.087 0.612 0.843 0.709 f = standing 0.000 0.999 0.898 0.946 g = running 0.011 0.667 0.129 0.216 h = walking ------------------------------------------------------- 0.051 0.761 0.683 0.667 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.832 0.886 0.858 a = climbing down 0.044 0.754 0.852 0.800 b = climbing up 0.001 0.948 0.934 0.941 c = jumping 0.024 0.863 0.838 0.850 d = lying 0.083 0.434 0.391 0.412 e = sitting 0.105 0.370 0.419 0.393 f = standing 0.004 0.980 0.993 0.986 g = running 0.014 0.906 0.749 0.820 h = walking ------------------------------------------------------- 0.041 0.746 0.741 0.742 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.114 0.562 0.937 0.703 a = climbing down 0.055 0.145 0.306 0.197 b = climbing up 0.001 0.968 0.987 0.977 c = jumping 0.008 0.965 0.994 0.979 d = lying 0.002 0.993 0.983 0.988 e = sitting 0.004 0.979 0.951 0.965 f = standing 0.001 0.994 0.992 0.993 g = running 0.003 0.945 0.282 0.435 h = walking ------------------------------------------------------- 0.020 0.894 0.833 0.825 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.903 0.941 0.922 a = climbing down 0.031 0.802 0.844 0.823 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.024 0.873 0.988 0.927 d = lying 0.021 0.872 0.907 0.889 e = sitting 0.014 0.901 0.789 0.841 f = standing 0.001 0.997 0.946 0.971 g = running 0.018 0.899 0.847 0.872 h = walking ------------------------------------------------------- 0.016 0.898 0.896 0.896 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.062 0.550 0.493 0.520 a = climbing down 0.158 0.512 0.838 0.636 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.963 0.733 0.832 d = lying 0.046 0.709 0.966 0.818 e = sitting 0.042 0.701 0.771 0.734 f = standing 0.001 0.997 0.837 0.910 g = running 0.016 0.749 0.317 0.445 h = walking ------------------------------------------------------- 0.047 0.758 0.718 0.714 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.088 0.540 0.870 0.666 a = climbing down 0.051 0.671 0.744 0.706 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.039 0.767 0.847 0.805 d = lying 0.059 0.665 0.887 0.760 e = sitting 0.039 0.704 0.638 0.670 f = standing 0.001 0.994 0.804 0.889 g = running 0.037 0.580 0.290 0.387 h = walking ------------------------------------------------------- 0.038 0.740 0.724 0.716 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.622 0.835 0.713 a = climbing down 0.099 0.362 0.400 0.380 b = climbing up 0.001 0.907 0.402 0.557 c = jumping 0.007 0.950 0.778 0.855 d = lying 0.025 0.865 0.962 0.911 e = sitting 0.033 0.810 0.803 0.806 f = standing 0.012 0.943 0.990 0.966 g = running 0.047 0.587 0.423 0.491 h = walking ------------------------------------------------------- 0.038 0.756 0.749 0.746 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.856 0.561 0.678 a = climbing down 0.026 0.792 0.595 0.679 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.011 0.937 0.873 0.904 d = lying 0.042 0.713 0.743 0.728 e = sitting 0.057 0.670 0.718 0.693 f = standing 0.001 0.995 0.959 0.977 g = running 0.102 0.604 0.914 0.727 h = walking ------------------------------------------------------- 0.035 0.804 0.783 0.784 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.893 0.869 0.881 a = climbing down 0.029 0.843 0.549 0.665 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.058 0.585 0.573 0.579 d = lying 0.030 0.831 0.982 0.900 e = sitting 0.119 0.462 0.658 0.542 f = standing 0.032 0.825 0.981 0.896 g = running 0.015 0.910 0.880 0.895 h = walking ------------------------------------------------------- 0.041 0.773 0.748 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.818 0.872 a = climbing down 0.057 0.663 0.797 0.724 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.032 0.843 0.997 0.914 d = lying 0.037 0.812 0.911 0.859 e = sitting 0.026 0.739 0.567 0.642 f = standing 0.001 0.996 0.901 0.946 g = running 0.032 0.799 0.742 0.770 h = walking ------------------------------------------------------- 0.026 0.840 0.834 0.832 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.040 0.663 0.893 0.761 a = climbing down 0.061 0.529 0.668 0.591 b = climbing up 0.000 0.983 0.961 0.972 c = jumping 0.023 0.858 0.754 0.802 d = lying 0.044 0.758 0.658 0.704 e = sitting 0.076 0.633 0.807 0.710 f = standing 0.002 0.991 0.977 0.984 g = running 0.012 0.915 0.654 0.763 h = walking ------------------------------------------------------- 0.033 0.797 0.774 0.777 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.619 0.754 a = climbing down 0.091 0.630 0.933 0.752 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.006 0.966 0.912 0.938 d = lying 0.036 0.797 0.911 0.850 e = sitting 0.022 0.823 0.739 0.779 f = standing 0.002 0.988 0.994 0.991 g = running 0.028 0.813 0.693 0.748 h = walking ------------------------------------------------------- 0.026 0.859 0.838 0.838 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.033 0.736 0.801 0.767 a = climbing down 0.044 0.707 0.677 0.692 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.001 0.994 0.987 0.991 d = lying 0.053 0.726 0.903 0.805 e = sitting 0.017 0.854 0.648 0.737 f = standing 0.002 0.988 0.999 0.994 g = running 0.027 0.853 0.838 0.846 h = walking ------------------------------------------------------- 0.024 0.850 0.845 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.027 0.735 0.622 0.674 a = climbing down 0.177 0.477 0.905 0.625 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.006 0.968 0.981 0.975 d = lying 0.084 0.597 0.968 0.739 e = sitting 0.004 0.942 0.413 0.574 f = standing 0.003 0.986 0.999 0.992 g = running 0.015 0.564 0.113 0.188 h = walking ------------------------------------------------------- 0.043 0.767 0.728 0.696 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.260 0.159 0.723 0.261 a = climbing down 0.011 0.822 0.344 0.485 b = climbing up 0.001 0.964 0.993 0.978 c = jumping 0.000 0.999 0.614 0.761 d = lying 0.019 0.903 0.980 0.940 e = sitting 0.064 0.700 0.952 0.807 f = standing 0.030 0.857 0.996 0.921 g = running 0.000 0.867 0.010 0.020 h = walking ------------------------------------------------------- 0.035 0.820 0.648 0.625 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.905 0.648 0.755 a = climbing down 0.114 0.545 0.889 0.676 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.010 0.939 0.923 0.931 d = lying 0.018 0.884 0.789 0.834 e = sitting 0.040 0.784 0.892 0.834 f = standing 0.001 0.993 0.994 0.993 g = running 0.021 0.806 0.505 0.621 h = walking ------------------------------------------------------- 0.029 0.844 0.817 0.816 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.770 0.853 a = climbing down 0.083 0.638 0.945 0.762 b = climbing up 0.001 0.966 0.973 0.969 c = jumping 0.018 0.899 0.886 0.893 d = lying 0.061 0.501 0.335 0.402 e = sitting 0.121 0.388 0.531 0.448 f = standing 0.003 0.980 0.986 0.983 g = running 0.012 0.908 0.693 0.786 h = walking ------------------------------------------------------- 0.041 0.760 0.738 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.106 0.581 0.947 0.720 a = climbing down 0.009 0.633 0.500 0.559 b = climbing up 0.002 0.921 0.987 0.953 c = jumping 0.019 0.925 0.984 0.953 d = lying 0.002 0.991 0.977 0.984 e = sitting 0.006 0.966 0.903 0.933 f = standing 0.001 0.987 0.979 0.983 g = running 0.006 0.947 0.519 0.671 h = walking ------------------------------------------------------- 0.021 0.899 0.869 0.867 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.943 0.900 a = climbing down 0.037 0.751 0.744 0.748 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.910 0.972 0.940 d = lying 0.039 0.786 0.947 0.859 e = sitting 0.013 0.913 0.820 0.864 f = standing 0.001 0.995 0.862 0.924 g = running 0.030 0.834 0.792 0.812 h = walking ------------------------------------------------------- 0.021 0.873 0.868 0.868 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.617 0.475 0.537 a = climbing down 0.090 0.667 0.925 0.775 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.021 0.856 0.759 0.805 d = lying 0.075 0.598 0.974 0.741 e = sitting 0.041 0.721 0.743 0.732 f = standing 0.001 0.996 0.683 0.810 g = running 0.012 0.901 0.734 0.809 h = walking ------------------------------------------------------- 0.038 0.786 0.754 0.753 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.586 0.837 0.689 a = climbing down 0.077 0.626 0.936 0.751 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.009 0.940 0.870 0.904 d = lying 0.048 0.712 0.911 0.799 e = sitting 0.029 0.796 0.805 0.801 f = standing 0.002 0.994 0.883 0.935 g = running 0.010 0.811 0.241 0.372 h = walking ------------------------------------------------------- 0.029 0.813 0.782 0.767 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.750 0.833 0.789 a = climbing down 0.104 0.458 0.615 0.525 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.040 0.801 0.891 0.843 d = lying 0.031 0.832 0.941 0.883 e = sitting 0.018 0.866 0.652 0.744 f = standing 0.000 0.998 0.998 0.998 g = running 0.033 0.638 0.375 0.472 h = walking ------------------------------------------------------- 0.035 0.779 0.771 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.038 0.448 0.246 0.318 a = climbing down 0.222 0.404 0.919 0.561 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.016 0.895 0.796 0.842 d = lying 0.034 0.770 0.794 0.782 e = sitting 0.060 0.677 0.726 0.701 f = standing 0.000 0.998 0.934 0.965 g = running 0.020 0.454 0.094 0.156 h = walking ------------------------------------------------------- 0.054 0.682 0.664 0.638 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.835 0.850 0.842 a = climbing down 0.032 0.770 0.381 0.510 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.050 0.573 0.508 0.538 d = lying 0.023 0.860 0.953 0.904 e = sitting 0.151 0.423 0.704 0.529 f = standing 0.007 0.956 0.935 0.946 g = running 0.051 0.745 0.880 0.807 h = walking ------------------------------------------------------- 0.047 0.744 0.715 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.822 0.858 a = climbing down 0.041 0.731 0.826 0.776 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.008 0.954 0.974 0.964 d = lying 0.014 0.924 0.951 0.937 e = sitting 0.014 0.895 0.906 0.901 f = standing 0.001 0.994 0.946 0.969 g = running 0.025 0.846 0.817 0.832 h = walking ------------------------------------------------------- 0.015 0.902 0.899 0.900 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.062 0.537 0.834 0.653 a = climbing down 0.011 0.737 0.235 0.357 b = climbing up 0.000 1.000 0.823 0.903 c = jumping 0.020 0.866 0.721 0.787 d = lying 0.025 0.837 0.628 0.718 e = sitting 0.097 0.599 0.906 0.721 f = standing 0.018 0.916 0.983 0.948 g = running 0.049 0.776 0.889 0.828 h = walking ------------------------------------------------------- 0.037 0.780 0.756 0.742 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.669 0.784 a = climbing down 0.071 0.707 0.959 0.814 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.004 0.946 0.418 0.580 d = lying 0.033 0.812 0.932 0.868 e = sitting 0.096 0.529 0.794 0.635 f = standing 0.001 0.992 0.985 0.989 g = running 0.020 0.873 0.790 0.830 h = walking ------------------------------------------------------- 0.031 0.840 0.801 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.915 0.872 0.893 a = climbing down 0.177 0.418 0.844 0.559 b = climbing up 0.000 1.000 0.643 0.783 c = jumping 0.026 0.870 0.961 0.913 d = lying 0.098 0.576 0.887 0.699 e = sitting 0.016 0.762 0.306 0.437 f = standing 0.009 0.952 1.000 0.975 g = running 0.018 0.378 0.061 0.105 h = walking ------------------------------------------------------- 0.048 0.701 0.692 0.650 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.640 0.748 a = climbing down 0.105 0.577 0.886 0.698 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.931 0.958 d = lying 0.107 0.532 0.980 0.690 e = sitting 0.012 0.851 0.381 0.527 f = standing 0.002 0.988 0.996 0.992 g = running 0.021 0.826 0.580 0.681 h = walking ------------------------------------------------------- 0.033 0.827 0.775 0.770 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.265 0.147 0.666 0.240 a = climbing down 0.009 0.808 0.258 0.392 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.002 0.991 0.934 0.962 d = lying 0.015 0.919 0.975 0.946 e = sitting 0.009 0.948 0.944 0.946 f = standing 0.036 0.831 0.999 0.907 g = running 0.004 0.286 0.008 0.015 h = walking ------------------------------------------------------- 0.028 0.750 0.688 0.666 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.752 0.559 0.641 a = climbing down 0.227 0.397 0.994 0.567 b = climbing up 0.001 0.971 0.864 0.914 c = jumping 0.037 0.728 0.539 0.619 d = lying 0.028 0.629 0.322 0.426 e = sitting 0.176 0.409 0.738 0.526 f = standing 0.000 0.997 0.816 0.898 g = running 0.004 0.033 0.001 0.002 h = walking ------------------------------------------------------- 0.067 0.573 0.571 0.535 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.910 0.793 0.847 a = climbing down 0.050 0.751 0.915 0.825 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.021 0.797 0.437 0.564 d = lying 0.066 0.413 0.370 0.390 e = sitting 0.168 0.348 0.555 0.428 f = standing 0.006 0.968 0.990 0.979 g = running 0.019 0.888 0.804 0.844 h = walking ------------------------------------------------------- 0.046 0.743 0.706 0.711 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.717 0.928 0.809 a = climbing down 0.008 0.597 0.382 0.466 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.996 0.991 0.993 d = lying 0.014 0.941 0.985 0.962 e = sitting 0.004 0.981 0.930 0.955 f = standing 0.001 0.995 1.000 0.998 g = running 0.011 0.938 0.783 0.854 h = walking ------------------------------------------------------- 0.013 0.924 0.918 0.917 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.880 0.905 0.892 a = climbing down 0.046 0.749 0.882 0.810 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.054 0.754 0.982 0.853 d = lying 0.013 0.920 0.958 0.939 e = sitting 0.008 0.933 0.655 0.770 f = standing 0.002 0.987 0.941 0.964 g = running 0.017 0.891 0.739 0.808 h = walking ------------------------------------------------------- 0.021 0.879 0.867 0.866 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.569 0.608 0.588 a = climbing down 0.070 0.687 0.774 0.728 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.948 0.799 0.867 d = lying 0.059 0.661 0.988 0.792 e = sitting 0.027 0.780 0.756 0.768 f = standing 0.000 0.998 0.838 0.911 g = running 0.015 0.871 0.710 0.782 h = walking ------------------------------------------------------- 0.033 0.807 0.784 0.788 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.066 0.591 0.820 0.687 a = climbing down 0.036 0.727 0.685 0.705 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.059 0.641 0.706 0.672 d = lying 0.061 0.673 0.904 0.772 e = sitting 0.049 0.661 0.608 0.633 f = standing 0.007 0.968 0.739 0.838 g = running 0.042 0.706 0.596 0.647 h = walking ------------------------------------------------------- 0.041 0.742 0.721 0.723 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.055 0.625 0.685 0.654 a = climbing down 0.142 0.296 0.406 0.342 b = climbing up 0.016 0.024 1.000 0.048 c = jumping 0.002 0.989 0.774 0.868 d = lying 0.023 0.859 0.945 0.900 e = sitting 0.045 0.779 0.909 0.839 f = standing 0.000 0.998 0.904 0.949 g = running 0.058 0.387 0.220 0.281 h = walking ------------------------------------------------------- 0.043 0.724 0.701 0.705 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.019 0.759 0.471 0.581 a = climbing down 0.058 0.698 0.796 0.744 b = climbing up 0.003 0.859 1.000 0.924 c = jumping 0.010 0.941 0.848 0.892 d = lying 0.026 0.799 0.737 0.767 e = sitting 0.062 0.682 0.830 0.748 f = standing 0.001 0.996 0.944 0.969 g = running 0.060 0.695 0.806 0.747 h = walking ------------------------------------------------------- 0.032 0.805 0.795 0.794 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.040 0.687 0.850 0.760 a = climbing down 0.040 0.784 0.515 0.622 b = climbing up 0.000 1.000 0.022 0.044 c = jumping 0.054 0.597 0.524 0.558 d = lying 0.037 0.784 0.926 0.849 e = sitting 0.134 0.415 0.617 0.496 f = standing 0.026 0.853 0.974 0.909 g = running 0.011 0.919 0.791 0.850 h = walking ------------------------------------------------------- 0.047 0.733 0.704 0.698 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.987 0.523 0.683 a = climbing down 0.049 0.708 0.880 0.785 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.004 0.977 0.969 0.973 d = lying 0.025 0.828 0.831 0.830 e = sitting 0.038 0.800 0.894 0.844 f = standing 0.001 0.996 0.905 0.948 g = running 0.054 0.723 0.842 0.778 h = walking ------------------------------------------------------- 0.023 0.869 0.851 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.657 0.915 0.765 a = climbing down 0.018 0.759 0.535 0.628 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.008 0.947 0.744 0.834 d = lying 0.031 0.812 0.669 0.733 e = sitting 0.095 0.609 0.895 0.725 f = standing 0.005 0.977 0.998 0.987 g = running 0.020 0.896 0.867 0.881 h = walking ------------------------------------------------------- 0.029 0.833 0.811 0.811 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.898 0.639 0.747 a = climbing down 0.130 0.519 0.892 0.656 b = climbing up 0.000 0.987 0.956 0.971 c = jumping 0.026 0.843 0.793 0.817 d = lying 0.068 0.670 0.937 0.782 e = sitting 0.032 0.716 0.466 0.565 f = standing 0.001 0.992 0.990 0.991 g = running 0.030 0.723 0.453 0.557 h = walking ------------------------------------------------------- 0.041 0.774 0.744 0.738 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.045 0.675 0.804 0.734 a = climbing down 0.078 0.604 0.760 0.673 b = climbing up 0.000 0.981 0.829 0.899 c = jumping 0.001 0.996 0.990 0.993 d = lying 0.070 0.623 0.745 0.679 e = sitting 0.041 0.680 0.554 0.611 f = standing 0.003 0.984 0.997 0.990 g = running 0.007 0.942 0.621 0.748 h = walking ------------------------------------------------------- 0.032 0.806 0.787 0.788 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.835 0.527 0.646 a = climbing down 0.182 0.467 0.959 0.628 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.988 0.960 0.974 d = lying 0.078 0.589 0.858 0.699 e = sitting 0.021 0.770 0.443 0.563 f = standing 0.002 0.990 1.000 0.995 g = running 0.011 0.797 0.251 0.381 h = walking ------------------------------------------------------- 0.042 0.794 0.732 0.717 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.256 0.196 0.902 0.322 a = climbing down 0.005 0.793 0.116 0.203 b = climbing up 0.012 0.620 0.993 0.764 c = jumping 0.000 0.999 0.553 0.712 d = lying 0.154 0.530 0.994 0.691 e = sitting 0.077 0.176 0.103 0.130 f = standing 0.015 0.918 0.931 0.925 g = running 0.018 0.678 0.171 0.274 h = walking ------------------------------------------------------- 0.056 0.660 0.521 0.492 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.811 0.746 0.777 a = climbing down 0.077 0.628 0.840 0.719 b = climbing up 0.000 1.000 0.292 0.452 c = jumping 0.013 0.914 0.769 0.835 d = lying 0.024 0.815 0.699 0.753 e = sitting 0.075 0.675 0.877 0.763 f = standing 0.016 0.916 0.948 0.932 g = running 0.024 0.827 0.654 0.731 h = walking ------------------------------------------------------- 0.035 0.805 0.785 0.784 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.768 0.732 0.750 a = climbing down 0.188 0.445 0.931 0.602 b = climbing up 0.000 1.000 0.702 0.825 c = jumping 0.018 0.902 0.888 0.895 d = lying 0.077 0.302 0.266 0.283 e = sitting 0.103 0.429 0.478 0.452 f = standing 0.007 0.958 0.879 0.917 g = running 0.010 0.693 0.123 0.209 h = walking ------------------------------------------------------- 0.058 0.668 0.625 0.602 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.199 0.426 0.949 0.588 a = climbing down 0.004 0.550 0.177 0.268 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.014 0.943 0.957 0.950 d = lying 0.017 0.931 0.974 0.952 e = sitting 0.006 0.968 0.869 0.916 f = standing 0.006 0.952 1.000 0.975 g = running 0.009 0.725 0.120 0.206 h = walking ------------------------------------------------------- 0.036 0.828 0.782 0.751 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.050 0.681 0.972 0.801 a = climbing down 0.015 0.853 0.569 0.683 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.095 0.533 0.651 0.586 d = lying 0.030 0.796 0.784 0.790 e = sitting 0.090 0.407 0.375 0.390 f = standing 0.001 0.994 0.880 0.933 g = running 0.026 0.865 0.884 0.874 h = walking ------------------------------------------------------- 0.042 0.749 0.734 0.733 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.098 0.464 0.574 0.513 a = climbing down 0.074 0.675 0.764 0.716 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.042 0.752 0.799 0.775 d = lying 0.095 0.540 0.983 0.697 e = sitting 0.021 0.765 0.467 0.580 f = standing 0.002 0.989 0.712 0.828 g = running 0.011 0.884 0.603 0.717 h = walking ------------------------------------------------------- 0.045 0.748 0.701 0.704 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.053 0.634 0.757 0.690 a = climbing down 0.056 0.681 0.876 0.766 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.017 0.856 0.646 0.736 d = lying 0.082 0.623 0.974 0.760 e = sitting 0.049 0.713 0.786 0.748 f = standing 0.003 0.985 0.736 0.842 g = running 0.017 0.856 0.583 0.694 h = walking ------------------------------------------------------- 0.034 0.795 0.759 0.760 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.074 0.621 0.843 0.715 a = climbing down 0.096 0.344 0.343 0.343 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.039 0.810 0.836 0.823 d = lying 0.013 0.912 0.924 0.918 e = sitting 0.039 0.758 0.708 0.732 f = standing 0.002 0.992 1.000 0.996 g = running 0.048 0.577 0.401 0.473 h = walking ------------------------------------------------------- 0.042 0.730 0.733 0.727 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.124 0.422 0.716 0.531 a = climbing down 0.030 0.667 0.365 0.472 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.022 0.821 0.616 0.704 d = lying 0.025 0.788 0.669 0.723 e = sitting 0.107 0.564 0.794 0.660 f = standing 0.001 0.995 0.951 0.972 g = running 0.037 0.765 0.698 0.730 h = walking ------------------------------------------------------- 0.046 0.736 0.700 0.702 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.817 0.769 0.792 a = climbing down 0.023 0.857 0.491 0.624 b = climbing up 0.000 1.000 0.046 0.088 c = jumping 0.039 0.638 0.523 0.574 d = lying 0.026 0.842 0.913 0.876 e = sitting 0.142 0.460 0.765 0.574 f = standing 0.027 0.848 0.959 0.900 g = running 0.034 0.821 0.942 0.878 h = walking ------------------------------------------------------- 0.043 0.768 0.733 0.724 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.878 0.785 0.829 a = climbing down 0.031 0.768 0.774 0.771 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.007 0.960 0.975 0.967 d = lying 0.020 0.868 0.899 0.883 e = sitting 0.021 0.879 0.882 0.881 f = standing 0.000 0.999 0.953 0.975 g = running 0.037 0.796 0.864 0.829 h = walking ------------------------------------------------------- 0.017 0.889 0.887 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.137 0.373 0.934 0.533 a = climbing down 0.014 0.522 0.124 0.201 b = climbing up 0.119 0.073 0.446 0.126 c = jumping 0.048 0.377 0.147 0.212 d = lying 0.056 0.749 0.852 0.797 e = sitting 0.149 0.389 0.592 0.470 f = standing 0.018 0.734 0.262 0.386 g = running 0.011 0.925 0.744 0.825 h = walking ------------------------------------------------------- 0.058 0.594 0.504 0.492 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.896 0.617 0.731 a = climbing down 0.094 0.632 0.941 0.756 b = climbing up 0.000 0.992 0.787 0.878 c = jumping 0.007 0.946 0.657 0.775 d = lying 0.045 0.742 0.888 0.808 e = sitting 0.068 0.643 0.728 0.683 f = standing 0.005 0.971 0.992 0.981 g = running 0.017 0.868 0.675 0.759 h = walking ------------------------------------------------------- 0.034 0.818 0.789 0.789 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.888 0.903 a = climbing down 0.028 0.829 0.908 0.867 b = climbing up 0.000 0.991 0.673 0.801 c = jumping 0.010 0.948 0.952 0.950 d = lying 0.052 0.681 0.747 0.712 e = sitting 0.044 0.715 0.649 0.681 f = standing 0.010 0.944 0.999 0.971 g = running 0.012 0.926 0.864 0.894 h = walking ------------------------------------------------------- 0.023 0.858 0.856 0.856 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.864 0.617 0.720 a = climbing down 0.117 0.560 0.951 0.705 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.985 0.823 0.897 d = lying 0.089 0.544 0.864 0.668 e = sitting 0.044 0.679 0.485 0.566 f = standing 0.004 0.979 0.998 0.988 g = running 0.012 0.880 0.518 0.652 h = walking ------------------------------------------------------- 0.037 0.801 0.756 0.755 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.280 0.185 0.921 0.308 a = climbing down 0.006 0.791 0.163 0.270 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.001 0.992 0.944 0.968 d = lying 0.151 0.524 0.989 0.685 e = sitting 0.006 0.858 0.192 0.314 f = standing 0.007 0.962 0.998 0.980 g = running 0.014 0.129 0.010 0.019 h = walking ------------------------------------------------------- 0.045 0.672 0.579 0.531 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.763 0.763 0.763 a = climbing down 0.043 0.661 0.562 0.607 b = climbing up 0.000 1.000 0.916 0.956 c = jumping 0.060 0.735 0.912 0.814 d = lying 0.032 0.724 0.571 0.639 e = sitting 0.075 0.586 0.581 0.583 f = standing 0.000 0.997 0.941 0.969 g = running 0.058 0.716 0.819 0.764 h = walking ------------------------------------------------------- 0.042 0.748 0.747 0.744 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.954 0.807 0.874 a = climbing down 0.081 0.637 0.905 0.747 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.022 0.345 0.066 0.110 d = lying 0.076 0.508 0.489 0.498 e = sitting 0.225 0.245 0.468 0.322 f = standing 0.002 0.987 0.991 0.989 g = running 0.023 0.837 0.665 0.741 h = walking ------------------------------------------------------- 0.060 0.649 0.625 0.612 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.225 0.404 0.985 0.573 a = climbing down 0.003 0.571 0.129 0.211 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.957 0.978 d = lying 0.027 0.893 0.987 0.937 e = sitting 0.009 0.949 0.866 0.905 f = standing 0.003 0.971 1.000 0.985 g = running 0.002 0.308 0.004 0.007 h = walking ------------------------------------------------------- 0.038 0.756 0.768 0.715 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.966 0.957 a = climbing down 0.020 0.864 0.817 0.840 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.027 0.856 0.987 0.917 d = lying 0.018 0.891 0.965 0.927 e = sitting 0.006 0.961 0.805 0.876 f = standing 0.001 0.994 0.941 0.967 g = running 0.027 0.863 0.898 0.880 h = walking ------------------------------------------------------- 0.015 0.914 0.911 0.910 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.094 0.520 0.669 0.585 a = climbing down 0.101 0.611 0.812 0.698 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.951 0.792 0.864 d = lying 0.056 0.664 0.966 0.787 e = sitting 0.031 0.758 0.768 0.763 f = standing 0.001 0.996 0.819 0.899 g = running 0.005 0.906 0.337 0.492 h = walking ------------------------------------------------------- 0.040 0.791 0.745 0.743 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.724 0.829 0.773 a = climbing down 0.031 0.768 0.752 0.760 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.054 0.671 0.754 0.710 d = lying 0.063 0.634 0.770 0.696 e = sitting 0.083 0.498 0.526 0.511 f = standing 0.002 0.992 0.765 0.864 g = running 0.035 0.779 0.732 0.755 h = walking ------------------------------------------------------- 0.039 0.755 0.735 0.740 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.026 0.776 0.704 0.738 a = climbing down 0.156 0.401 0.753 0.523 b = climbing up 0.000 0.991 0.869 0.926 c = jumping 0.024 0.876 0.928 0.901 d = lying 0.064 0.621 0.623 0.622 e = sitting 0.074 0.552 0.512 0.531 f = standing 0.004 0.982 0.999 0.990 g = running 0.022 0.505 0.143 0.223 h = walking ------------------------------------------------------- 0.050 0.690 0.680 0.664 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.024 0.800 0.762 0.780 a = climbing down 0.028 0.806 0.713 0.757 b = climbing up 0.002 0.901 1.000 0.948 c = jumping 0.011 0.934 0.894 0.913 d = lying 0.038 0.690 0.594 0.639 e = sitting 0.074 0.629 0.762 0.689 f = standing 0.001 0.997 0.929 0.962 g = running 0.043 0.790 0.925 0.852 h = walking ------------------------------------------------------- 0.030 0.816 0.810 0.810 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.664 0.837 0.740 a = climbing down 0.011 0.913 0.423 0.578 b = climbing up 0.000 1.000 0.063 0.119 c = jumping 0.044 0.623 0.558 0.588 d = lying 0.055 0.701 0.871 0.777 e = sitting 0.100 0.494 0.627 0.552 f = standing 0.043 0.782 0.982 0.871 g = running 0.039 0.805 0.923 0.860 h = walking ------------------------------------------------------- 0.044 0.740 0.706 0.689 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.922 0.863 0.892 a = climbing down 0.044 0.730 0.898 0.805 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.004 0.976 0.987 0.981 d = lying 0.043 0.768 0.831 0.799 e = sitting 0.032 0.803 0.776 0.789 f = standing 0.001 0.994 0.948 0.971 g = running 0.018 0.875 0.754 0.810 h = walking ------------------------------------------------------- 0.020 0.876 0.870 0.871 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.728 0.943 0.821 a = climbing down 0.025 0.739 0.699 0.718 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.007 0.958 0.796 0.870 d = lying 0.026 0.723 0.323 0.446 e = sitting 0.158 0.482 0.909 0.630 f = standing 0.003 0.985 0.989 0.987 g = running 0.010 0.942 0.830 0.883 h = walking ------------------------------------------------------- 0.034 0.815 0.775 0.770 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.756 0.496 0.599 a = climbing down 0.142 0.477 0.842 0.609 b = climbing up 0.000 0.990 0.637 0.776 c = jumping 0.008 0.959 0.955 0.957 d = lying 0.043 0.687 0.660 0.673 e = sitting 0.050 0.716 0.705 0.710 f = standing 0.018 0.907 0.976 0.940 g = running 0.027 0.720 0.420 0.531 h = walking ------------------------------------------------------- 0.042 0.759 0.734 0.730 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.897 0.884 a = climbing down 0.025 0.842 0.853 0.848 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.001 0.996 0.991 0.993 d = lying 0.072 0.659 0.886 0.756 e = sitting 0.020 0.812 0.546 0.653 f = standing 0.003 0.983 0.998 0.991 g = running 0.016 0.914 0.873 0.893 h = walking ------------------------------------------------------- 0.020 0.877 0.869 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.928 0.575 0.710 a = climbing down 0.127 0.555 0.932 0.696 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.985 0.958 0.971 d = lying 0.108 0.523 0.915 0.666 e = sitting 0.015 0.701 0.230 0.346 f = standing 0.003 0.987 0.999 0.993 g = running 0.023 0.803 0.532 0.640 h = walking ------------------------------------------------------- 0.038 0.799 0.754 0.738 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.154 0.253 0.780 0.382 a = climbing down 0.005 0.909 0.313 0.465 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.000 0.997 0.934 0.964 d = lying 0.098 0.637 0.952 0.763 e = sitting 0.018 0.774 0.390 0.519 f = standing 0.032 0.845 0.999 0.916 g = running 0.007 0.948 0.625 0.753 h = walking ------------------------------------------------------- 0.034 0.821 0.719 0.720 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.814 0.835 0.824 a = climbing down 0.017 0.848 0.635 0.726 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.904 0.950 0.926 d = lying 0.074 0.605 0.776 0.680 e = sitting 0.029 0.772 0.549 0.642 f = standing 0.001 0.994 0.999 0.997 g = running 0.042 0.802 0.956 0.872 h = walking ------------------------------------------------------- 0.028 0.830 0.824 0.820 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.198 0.351 0.779 0.484 a = climbing down 0.061 0.697 0.758 0.726 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.053 0.775 0.995 0.871 d = lying 0.062 0.376 0.306 0.338 e = sitting 0.049 0.581 0.462 0.515 f = standing 0.002 0.973 0.423 0.589 g = running 0.035 0.669 0.374 0.480 h = walking ------------------------------------------------------- 0.061 0.660 0.600 0.593 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.181 0.366 0.752 0.492 a = climbing down 0.010 0.847 0.412 0.554 b = climbing up 0.001 0.925 0.673 0.779 c = jumping 0.076 0.663 0.947 0.780 d = lying 0.001 0.994 0.980 0.987 e = sitting 0.008 0.920 0.553 0.691 f = standing 0.016 0.916 0.989 0.951 g = running 0.033 0.662 0.355 0.462 h = walking ------------------------------------------------------- 0.042 0.780 0.716 0.713 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.129 0.439 0.768 0.558 a = climbing down 0.044 0.699 0.681 0.690 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.011 0.931 0.903 0.917 d = lying 0.016 0.900 0.829 0.863 e = sitting 0.029 0.803 0.898 0.848 f = standing 0.023 0.892 0.931 0.911 g = running 0.024 0.694 0.297 0.415 h = walking ------------------------------------------------------- 0.036 0.782 0.759 0.752 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.558 0.212 0.307 a = climbing down 0.126 0.597 0.960 0.736 b = climbing up 0.000 0.993 0.973 0.983 c = jumping 0.002 0.982 0.818 0.893 d = lying 0.074 0.605 0.988 0.751 e = sitting 0.023 0.838 0.809 0.823 f = standing 0.001 0.993 0.693 0.817 g = running 0.039 0.744 0.786 0.765 h = walking ------------------------------------------------------- 0.040 0.777 0.749 0.734 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.229 0.328 0.915 0.483 a = climbing down 0.054 0.555 0.488 0.519 b = climbing up 0.000 1.000 0.060 0.112 c = jumping 0.015 0.857 0.596 0.703 d = lying 0.064 0.648 0.904 0.755 e = sitting 0.065 0.618 0.746 0.676 f = standing 0.022 0.900 0.685 0.778 g = running 0.013 0.010 0.001 0.001 h = walking ------------------------------------------------------- 0.056 0.594 0.593 0.561 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.829 0.748 0.787 a = climbing down 0.084 0.565 0.757 0.647 b = climbing up 0.000 0.333 0.333 0.333 c = jumping 0.058 0.729 0.859 0.789 d = lying 0.016 0.896 0.976 0.934 e = sitting 0.024 0.805 0.582 0.676 f = standing 0.001 0.994 0.993 0.994 g = running 0.033 0.780 0.636 0.701 h = walking ------------------------------------------------------- 0.033 0.805 0.794 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.164 0.444 0.887 0.592 a = climbing down 0.021 0.843 0.663 0.743 b = climbing up 0.002 0.930 0.994 0.961 c = jumping 0.031 0.788 0.829 0.808 d = lying 0.022 0.831 0.714 0.768 e = sitting 0.056 0.697 0.746 0.720 f = standing 0.005 0.975 0.964 0.970 g = running 0.006 0.884 0.280 0.425 h = walking ------------------------------------------------------- 0.040 0.792 0.735 0.730 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.047 0.537 0.629 0.579 a = climbing down 0.036 0.830 0.566 0.673 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.056 0.635 0.698 0.665 d = lying 0.028 0.848 0.976 0.908 e = sitting 0.086 0.573 0.730 0.642 f = standing 0.014 0.855 0.538 0.660 g = running 0.060 0.708 0.926 0.802 h = walking ------------------------------------------------------- 0.045 0.741 0.719 0.715 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.074 0.608 0.869 0.715 a = climbing down 0.036 0.763 0.827 0.794 b = climbing up 0.000 0.980 0.877 0.926 c = jumping 0.023 0.881 0.966 0.922 d = lying 0.037 0.791 0.929 0.855 e = sitting 0.021 0.837 0.829 0.833 f = standing 0.004 0.980 0.788 0.874 g = running 0.014 0.874 0.543 0.670 h = walking ------------------------------------------------------- 0.027 0.838 0.817 0.816 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.521 0.698 0.597 a = climbing down 0.023 0.768 0.604 0.676 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.013 0.800 0.299 0.436 d = lying 0.020 0.894 0.866 0.880 e = sitting 0.134 0.506 0.866 0.638 f = standing 0.020 0.904 0.996 0.947 g = running 0.022 0.857 0.709 0.776 h = walking ------------------------------------------------------- 0.041 0.770 0.732 0.724 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.883 0.507 0.644 a = climbing down 0.039 0.785 0.811 0.798 b = climbing up 0.000 1.000 0.911 0.954 c = jumping 0.006 0.901 0.337 0.491 d = lying 0.031 0.825 0.909 0.865 e = sitting 0.103 0.512 0.831 0.634 f = standing 0.002 0.989 0.983 0.986 g = running 0.071 0.720 0.927 0.811 h = walking ------------------------------------------------------- 0.036 0.812 0.775 0.763 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.728 0.825 a = climbing down 0.046 0.750 0.901 0.819 b = climbing up 0.000 0.986 0.830 0.901 c = jumping 0.011 0.941 0.958 0.949 d = lying 0.050 0.714 0.835 0.770 e = sitting 0.030 0.782 0.642 0.705 f = standing 0.008 0.957 0.998 0.977 g = running 0.021 0.882 0.876 0.879 h = walking ------------------------------------------------------- 0.023 0.859 0.853 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.022 0.800 0.797 0.799 a = climbing down 0.064 0.670 0.905 0.769 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.001 0.995 0.924 0.958 d = lying 0.069 0.729 0.941 0.821 e = sitting 0.020 0.834 0.589 0.691 f = standing 0.005 0.972 0.999 0.985 g = running 0.017 0.868 0.627 0.728 h = walking ------------------------------------------------------- 0.028 0.845 0.830 0.827 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.156 0.233 0.667 0.345 a = climbing down 0.004 0.926 0.331 0.487 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.012 0.937 0.902 0.919 d = lying 0.043 0.795 0.992 0.883 e = sitting 0.008 0.940 0.749 0.834 f = standing 0.150 0.554 0.997 0.712 g = running 0.002 0.674 0.023 0.044 h = walking ------------------------------------------------------- 0.044 0.765 0.669 0.627 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.047 0.641 0.600 0.620 a = climbing down 0.206 0.379 0.810 0.516 b = climbing up 0.000 1.000 0.748 0.856 c = jumping 0.026 0.860 0.890 0.875 d = lying 0.049 0.612 0.542 0.575 e = sitting 0.081 0.536 0.592 0.563 f = standing 0.008 0.953 0.874 0.912 g = running 0.017 0.429 0.067 0.116 h = walking ------------------------------------------------------- 0.058 0.643 0.625 0.602 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.056 0.677 0.874 0.763 a = climbing down 0.058 0.729 0.879 0.797 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.017 0.913 0.981 0.946 d = lying 0.102 0.417 0.460 0.437 e = sitting 0.073 0.347 0.270 0.303 f = standing 0.004 0.972 0.864 0.915 g = running 0.015 0.872 0.600 0.711 h = walking ------------------------------------------------------- 0.044 0.722 0.717 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.206 0.385 0.923 0.544 a = climbing down 0.043 0.625 0.522 0.568 b = climbing up 0.000 1.000 0.981 0.991 c = jumping 0.024 0.851 0.864 0.857 d = lying 0.001 0.993 0.982 0.988 e = sitting 0.024 0.848 0.841 0.844 f = standing 0.001 0.997 0.998 0.997 g = running 0.002 0.571 0.017 0.032 h = walking ------------------------------------------------------- 0.038 0.770 0.736 0.698 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.037 0.743 0.869 0.801 a = climbing down 0.049 0.730 0.878 0.797 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.003 0.985 0.988 0.987 d = lying 0.025 0.855 0.933 0.892 e = sitting 0.010 0.922 0.879 0.900 f = standing 0.001 0.996 0.938 0.966 g = running 0.015 0.888 0.649 0.750 h = walking ------------------------------------------------------- 0.018 0.886 0.878 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.692 0.585 0.634 a = climbing down 0.057 0.742 0.822 0.780 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.005 0.959 0.805 0.875 d = lying 0.083 0.574 0.947 0.715 e = sitting 0.040 0.660 0.602 0.630 f = standing 0.002 0.985 0.668 0.796 g = running 0.059 0.682 0.858 0.760 h = walking ------------------------------------------------------- 0.037 0.783 0.750 0.752 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.408 0.891 0.560 a = climbing down 0.025 0.813 0.781 0.797 b = climbing up 0.000 1.000 0.444 0.615 c = jumping 0.034 0.778 0.782 0.780 d = lying 0.082 0.586 0.881 0.704 e = sitting 0.054 0.617 0.608 0.613 f = standing 0.014 0.939 0.723 0.817 g = running 0.024 0.393 0.088 0.144 h = walking ------------------------------------------------------- 0.047 0.684 0.660 0.639 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.825 0.771 0.797 a = climbing down 0.064 0.628 0.797 0.702 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.013 0.925 0.933 0.929 d = lying 0.036 0.822 0.949 0.881 e = sitting 0.015 0.896 0.738 0.809 f = standing 0.001 0.993 1.000 0.996 g = running 0.027 0.816 0.685 0.745 h = walking ------------------------------------------------------- 0.024 0.855 0.847 0.847 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.070 0.605 0.712 0.655 a = climbing down 0.025 0.818 0.681 0.743 b = climbing up 0.008 0.732 0.988 0.841 c = jumping 0.007 0.948 0.926 0.937 d = lying 0.041 0.743 0.789 0.765 e = sitting 0.042 0.748 0.764 0.756 f = standing 0.001 0.994 0.900 0.945 g = running 0.048 0.710 0.720 0.715 h = walking ------------------------------------------------------- 0.032 0.800 0.790 0.793 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.808 0.806 0.807 a = climbing down 0.029 0.856 0.568 0.683 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.061 0.601 0.656 0.627 d = lying 0.019 0.890 0.985 0.935 e = sitting 0.094 0.533 0.670 0.594 f = standing 0.002 0.985 0.968 0.977 g = running 0.038 0.791 0.903 0.844 h = walking ------------------------------------------------------- 0.037 0.792 0.777 0.776 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.678 0.801 a = climbing down 0.054 0.693 0.886 0.778 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.048 0.782 0.931 0.850 e = sitting 0.018 0.858 0.842 0.850 f = standing 0.003 0.985 0.804 0.886 g = running 0.028 0.844 0.844 0.844 h = walking ------------------------------------------------------- 0.022 0.876 0.860 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.055 0.646 0.870 0.742 a = climbing down 0.026 0.701 0.603 0.649 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.002 0.984 0.773 0.866 d = lying 0.021 0.820 0.475 0.602 e = sitting 0.133 0.525 0.915 0.667 f = standing 0.016 0.924 0.992 0.957 g = running 0.005 0.967 0.758 0.850 h = walking ------------------------------------------------------- 0.034 0.820 0.775 0.777 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.908 0.635 0.747 a = climbing down 0.036 0.733 0.632 0.679 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.004 0.976 0.883 0.927 d = lying 0.040 0.803 0.910 0.853 e = sitting 0.025 0.794 0.739 0.765 f = standing 0.003 0.985 0.970 0.977 g = running 0.084 0.684 0.928 0.787 h = walking ------------------------------------------------------- 0.029 0.842 0.830 0.829 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.797 0.815 a = climbing down 0.030 0.807 0.807 0.807 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.052 0.759 0.921 0.832 e = sitting 0.016 0.861 0.669 0.753 f = standing 0.003 0.982 0.999 0.990 g = running 0.024 0.873 0.885 0.879 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.874 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.838 0.686 0.754 a = climbing down 0.084 0.620 0.838 0.713 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.986 0.974 0.980 d = lying 0.078 0.693 0.960 0.805 e = sitting 0.009 0.875 0.437 0.583 f = standing 0.005 0.973 0.997 0.985 g = running 0.038 0.750 0.606 0.670 h = walking ------------------------------------------------------- 0.034 0.821 0.802 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.288 0.157 0.795 0.262 a = climbing down 0.002 0.939 0.190 0.316 b = climbing up 0.010 0.621 0.896 0.733 c = jumping 0.000 0.999 0.914 0.955 d = lying 0.005 0.970 0.911 0.940 e = sitting 0.029 0.842 0.986 0.909 f = standing 0.028 0.865 0.930 0.897 g = running 0.000 0.750 0.002 0.005 h = walking ------------------------------------------------------- 0.028 0.841 0.666 0.641 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.839 0.640 0.726 a = climbing down 0.129 0.500 0.865 0.633 b = climbing up 0.000 1.000 0.881 0.936 c = jumping 0.009 0.947 0.990 0.968 d = lying 0.024 0.846 0.787 0.816 e = sitting 0.029 0.825 0.858 0.841 f = standing 0.003 0.983 0.988 0.986 g = running 0.030 0.714 0.399 0.512 h = walking ------------------------------------------------------- 0.032 0.816 0.793 0.789 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.114 0.475 0.779 0.590 a = climbing down 0.048 0.764 0.890 0.822 b = climbing up 0.007 0.724 1.000 0.840 c = jumping 0.011 0.940 0.969 0.954 d = lying 0.068 0.476 0.347 0.402 e = sitting 0.109 0.386 0.491 0.432 f = standing 0.007 0.891 0.349 0.502 g = running 0.024 0.855 0.773 0.812 h = walking ------------------------------------------------------- 0.050 0.698 0.663 0.655 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.270 0.334 0.978 0.498 a = climbing down 0.002 0.944 0.241 0.384 b = climbing up 0.001 0.947 0.970 0.958 c = jumping 0.019 0.868 0.793 0.829 d = lying 0.002 0.988 0.974 0.981 e = sitting 0.035 0.813 0.880 0.845 f = standing 0.003 0.986 0.992 0.989 g = running 0.003 0.486 0.015 0.029 h = walking ------------------------------------------------------- 0.042 0.783 0.707 0.667 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.026 0.830 0.925 0.875 a = climbing down 0.060 0.693 0.893 0.781 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.014 0.920 0.961 0.940 d = lying 0.031 0.827 0.984 0.898 e = sitting 0.006 0.948 0.812 0.874 f = standing 0.001 0.996 0.899 0.945 g = running 0.013 0.901 0.623 0.737 h = walking ------------------------------------------------------- 0.020 0.882 0.869 0.868 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.545 0.238 0.331 a = climbing down 0.171 0.525 0.973 0.682 b = climbing up 0.000 1.000 0.872 0.932 c = jumping 0.007 0.948 0.841 0.891 d = lying 0.078 0.589 0.978 0.736 e = sitting 0.027 0.808 0.771 0.789 f = standing 0.004 0.980 0.714 0.826 g = running 0.014 0.836 0.480 0.610 h = walking ------------------------------------------------------- 0.047 0.763 0.715 0.704 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.141 0.401 0.775 0.529 a = climbing down 0.049 0.720 0.915 0.806 b = climbing up 0.000 0.889 0.053 0.100 c = jumping 0.005 0.958 0.700 0.809 d = lying 0.061 0.657 0.897 0.758 e = sitting 0.060 0.627 0.717 0.669 f = standing 0.021 0.926 0.878 0.901 g = running 0.008 0.665 0.093 0.164 h = walking ------------------------------------------------------- 0.042 0.741 0.697 0.667 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.768 0.790 0.779 a = climbing down 0.106 0.503 0.775 0.610 b = climbing up 0.001 0.976 0.976 0.976 c = jumping 0.023 0.864 0.858 0.861 d = lying 0.029 0.849 0.955 0.899 e = sitting 0.018 0.872 0.742 0.801 f = standing 0.003 0.984 0.993 0.988 g = running 0.022 0.764 0.417 0.539 h = walking ------------------------------------------------------- 0.031 0.814 0.796 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.024 0.785 0.589 0.673 a = climbing down 0.062 0.681 0.815 0.742 b = climbing up 0.004 0.819 0.908 0.861 c = jumping 0.010 0.926 0.910 0.918 d = lying 0.039 0.734 0.722 0.728 e = sitting 0.053 0.713 0.767 0.739 f = standing 0.003 0.983 0.915 0.948 g = running 0.019 0.890 0.940 0.914 h = walking ------------------------------------------------------- 0.029 0.820 0.815 0.814 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.093 0.397 0.712 0.509 a = climbing down 0.030 0.838 0.505 0.630 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.040 0.672 0.637 0.654 d = lying 0.030 0.842 0.936 0.887 e = sitting 0.089 0.598 0.832 0.696 f = standing 0.009 0.881 0.441 0.588 g = running 0.053 0.729 0.913 0.811 h = walking ------------------------------------------------------- 0.044 0.746 0.700 0.695 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.880 0.814 0.845 a = climbing down 0.049 0.709 0.889 0.789 b = climbing up 0.000 0.981 0.924 0.952 c = jumping 0.011 0.938 0.974 0.956 d = lying 0.048 0.787 0.958 0.864 e = sitting 0.010 0.913 0.859 0.885 f = standing 0.002 0.989 0.816 0.894 g = running 0.012 0.917 0.790 0.849 h = walking ------------------------------------------------------- 0.020 0.885 0.873 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.155 0.390 0.832 0.531 a = climbing down 0.026 0.751 0.617 0.677 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.006 0.913 0.379 0.536 d = lying 0.042 0.769 0.719 0.743 e = sitting 0.128 0.517 0.880 0.652 f = standing 0.017 0.917 0.982 0.948 g = running 0.008 0.862 0.267 0.408 h = walking ------------------------------------------------------- 0.048 0.757 0.667 0.656 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.919 0.718 0.806 a = climbing down 0.046 0.769 0.857 0.810 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.002 0.967 0.428 0.594 d = lying 0.033 0.818 0.930 0.871 e = sitting 0.090 0.539 0.809 0.647 f = standing 0.003 0.983 0.985 0.984 g = running 0.035 0.835 0.889 0.861 h = walking ------------------------------------------------------- 0.029 0.843 0.812 0.808 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.884 0.909 a = climbing down 0.047 0.729 0.836 0.779 b = climbing up 0.000 0.993 0.749 0.854 c = jumping 0.002 0.990 0.975 0.982 d = lying 0.088 0.640 0.942 0.762 e = sitting 0.012 0.863 0.446 0.588 f = standing 0.015 0.921 0.997 0.958 g = running 0.024 0.848 0.753 0.798 h = walking ------------------------------------------------------- 0.027 0.850 0.832 0.826 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.922 0.742 0.822 a = climbing down 0.057 0.694 0.882 0.777 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.993 0.948 0.970 d = lying 0.120 0.611 0.974 0.751 e = sitting 0.010 0.831 0.279 0.418 f = standing 0.002 0.990 0.998 0.994 g = running 0.024 0.857 0.797 0.826 h = walking ------------------------------------------------------- 0.033 0.841 0.812 0.798 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.024 0.447 0.281 0.345 a = climbing down 0.002 0.972 0.427 0.593 b = climbing up 0.000 1.000 0.036 0.070 c = jumping 0.001 0.995 0.912 0.952 d = lying 0.036 0.824 0.919 0.869 e = sitting 0.016 0.896 0.814 0.853 f = standing 0.138 0.580 1.000 0.734 g = running 0.014 0.933 0.983 0.957 h = walking ------------------------------------------------------- 0.034 0.839 0.803 0.787 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.819 0.652 0.726 a = climbing down 0.059 0.653 0.774 0.708 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.001 0.996 0.953 0.974 d = lying 0.015 0.892 0.886 0.889 e = sitting 0.025 0.852 0.909 0.880 f = standing 0.002 0.988 0.985 0.987 g = running 0.046 0.759 0.768 0.764 h = walking ------------------------------------------------------- 0.023 0.859 0.854 0.855 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.034 0.698 0.602 0.646 a = climbing down 0.037 0.817 0.880 0.847 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.014 0.922 0.919 0.921 d = lying 0.117 0.313 0.453 0.370 e = sitting 0.071 0.458 0.318 0.375 f = standing 0.002 0.986 0.812 0.890 g = running 0.043 0.796 0.965 0.872 h = walking ------------------------------------------------------- 0.042 0.733 0.724 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.303 0.289 0.881 0.436 a = climbing down 0.005 0.507 0.041 0.076 b = climbing up 0.099 0.177 0.994 0.300 c = jumping 0.002 0.990 0.984 0.987 d = lying 0.005 0.960 0.624 0.756 e = sitting 0.069 0.687 0.959 0.801 f = standing 0.000 0.993 0.364 0.532 g = running 0.016 0.103 0.010 0.018 h = walking ------------------------------------------------------- 0.053 0.646 0.554 0.515 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.051 0.668 0.842 0.745 a = climbing down 0.054 0.732 0.931 0.820 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.007 0.961 0.982 0.971 d = lying 0.006 0.959 0.947 0.953 e = sitting 0.009 0.931 0.938 0.934 f = standing 0.001 0.995 0.957 0.976 g = running 0.014 0.876 0.535 0.664 h = walking ------------------------------------------------------- 0.018 0.887 0.876 0.872 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.142 0.329 0.447 0.379 a = climbing down 0.147 0.511 0.777 0.617 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.004 0.972 0.849 0.906 d = lying 0.080 0.586 0.967 0.730 e = sitting 0.022 0.782 0.618 0.691 f = standing 0.001 0.993 0.771 0.868 g = running 0.003 0.763 0.075 0.137 h = walking ------------------------------------------------------- 0.056 0.725 0.656 0.639 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.166 0.363 0.836 0.507 a = climbing down 0.032 0.735 0.643 0.686 b = climbing up 0.000 0.958 0.138 0.241 c = jumping 0.042 0.716 0.722 0.719 d = lying 0.082 0.596 0.879 0.710 e = sitting 0.062 0.639 0.632 0.635 f = standing 0.021 0.901 0.685 0.778 g = running 0.017 0.616 0.162 0.256 h = walking ------------------------------------------------------- 0.052 0.688 0.631 0.618 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.684 0.722 0.703 a = climbing down 0.067 0.597 0.686 0.638 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.014 0.928 0.943 0.935 d = lying 0.014 0.911 0.951 0.931 e = sitting 0.016 0.902 0.845 0.873 f = standing 0.001 0.994 1.000 0.997 g = running 0.045 0.712 0.598 0.650 h = walking ------------------------------------------------------- 0.025 0.716 0.718 0.716 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.303 0.316 0.946 0.474 a = climbing down 0.006 0.782 0.123 0.212 b = climbing up 0.001 0.971 0.820 0.889 c = jumping 0.005 0.958 0.771 0.855 d = lying 0.057 0.594 0.552 0.572 e = sitting 0.075 0.561 0.592 0.576 f = standing 0.039 0.836 0.959 0.893 g = running 0.009 0.264 0.020 0.037 h = walking ------------------------------------------------------- 0.066 0.628 0.572 0.528 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.763 0.802 0.782 a = climbing down 0.032 0.855 0.622 0.720 b = climbing up 0.000 1.000 0.661 0.796 c = jumping 0.045 0.693 0.715 0.704 d = lying 0.039 0.792 0.952 0.865 e = sitting 0.092 0.529 0.643 0.580 f = standing 0.009 0.944 0.961 0.952 g = running 0.026 0.840 0.851 0.846 h = walking ------------------------------------------------------- 0.038 0.786 0.773 0.773 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.523 0.678 a = climbing down 0.053 0.700 0.944 0.803 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.012 0.933 0.998 0.965 d = lying 0.078 0.608 0.846 0.708 e = sitting 0.032 0.814 0.732 0.771 f = standing 0.002 0.991 0.763 0.862 g = running 0.035 0.804 0.862 0.832 h = walking ------------------------------------------------------- 0.028 0.844 0.815 0.814 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.656 0.865 0.747 a = climbing down 0.027 0.693 0.592 0.638 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.002 0.989 0.777 0.870 d = lying 0.029 0.837 0.766 0.800 e = sitting 0.072 0.684 0.905 0.779 f = standing 0.010 0.952 0.998 0.975 g = running 0.005 0.966 0.795 0.872 h = walking ------------------------------------------------------- 0.026 0.848 0.829 0.831 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.949 0.548 0.694 a = climbing down 0.029 0.706 0.467 0.563 b = climbing up 0.000 1.000 0.710 0.830 c = jumping 0.004 0.974 0.915 0.944 d = lying 0.043 0.766 0.890 0.823 e = sitting 0.025 0.831 0.746 0.786 f = standing 0.007 0.960 0.993 0.977 g = running 0.121 0.597 0.950 0.733 h = walking ------------------------------------------------------- 0.035 0.826 0.801 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.038 0.708 0.807 0.754 a = climbing down 0.046 0.752 0.839 0.793 b = climbing up 0.000 1.000 0.829 0.907 c = jumping 0.000 0.998 0.983 0.991 d = lying 0.072 0.614 0.745 0.673 e = sitting 0.041 0.674 0.545 0.602 f = standing 0.003 0.982 1.000 0.991 g = running 0.011 0.926 0.743 0.824 h = walking ------------------------------------------------------- 0.028 0.824 0.816 0.816 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.901 0.471 0.618 a = climbing down 0.142 0.505 0.949 0.660 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.970 0.979 d = lying 0.070 0.684 0.812 0.743 e = sitting 0.036 0.665 0.497 0.569 f = standing 0.002 0.992 1.000 0.996 g = running 0.020 0.819 0.487 0.611 h = walking ------------------------------------------------------- 0.039 0.801 0.761 0.756 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.249 0.164 0.712 0.267 a = climbing down 0.003 0.934 0.251 0.395 b = climbing up 0.000 1.000 0.059 0.112 c = jumping 0.000 0.998 0.907 0.950 d = lying 0.090 0.645 0.951 0.769 e = sitting 0.009 0.896 0.509 0.649 f = standing 0.075 0.718 0.998 0.836 g = running 0.010 0.461 0.041 0.076 h = walking ------------------------------------------------------- 0.045 0.731 0.608 0.578 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.742 0.626 0.679 a = climbing down 0.065 0.610 0.667 0.637 b = climbing up 0.000 1.000 0.447 0.617 c = jumping 0.014 0.924 0.991 0.956 d = lying 0.012 0.752 0.256 0.382 e = sitting 0.101 0.596 0.911 0.721 f = standing 0.013 0.931 0.965 0.948 g = running 0.055 0.735 0.781 0.757 h = walking ------------------------------------------------------- 0.041 0.765 0.752 0.735 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.109 0.410 0.583 0.482 a = climbing down 0.080 0.680 0.932 0.786 b = climbing up 0.000 0.980 0.980 0.980 c = jumping 0.010 0.937 0.859 0.896 d = lying 0.082 0.291 0.287 0.289 e = sitting 0.112 0.456 0.501 0.478 f = standing 0.001 0.974 0.290 0.446 g = running 0.024 0.862 0.829 0.845 h = walking ------------------------------------------------------- 0.057 0.688 0.637 0.630 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.162 0.407 0.780 0.535 a = climbing down 0.001 0.924 0.081 0.149 b = climbing up 0.085 0.156 0.716 0.256 c = jumping 0.032 0.802 0.828 0.815 d = lying 0.009 0.950 0.986 0.968 e = sitting 0.027 0.834 0.762 0.796 f = standing 0.039 0.670 0.448 0.537 g = running 0.033 0.763 0.593 0.667 h = walking ------------------------------------------------------- 0.043 0.754 0.655 0.647 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.829 0.962 0.891 a = climbing down 0.138 0.506 0.915 0.652 b = climbing up 0.023 0.482 1.000 0.651 c = jumping 0.014 0.915 0.874 0.894 d = lying 0.018 0.894 0.974 0.933 e = sitting 0.021 0.846 0.871 0.859 f = standing 0.003 0.980 0.797 0.879 g = running 0.002 0.934 0.184 0.307 h = walking ------------------------------------------------------- 0.030 0.844 0.783 0.762 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.274 0.140 0.185 a = climbing down 0.166 0.528 0.971 0.684 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.028 0.825 0.884 0.853 d = lying 0.112 0.501 0.983 0.664 e = sitting 0.010 0.881 0.493 0.632 f = standing 0.002 0.990 0.665 0.796 g = running 0.010 0.880 0.508 0.644 h = walking ------------------------------------------------------- 0.053 0.719 0.667 0.651 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.096 0.484 0.763 0.592 a = climbing down 0.037 0.745 0.810 0.776 b = climbing up 0.000 1.000 0.075 0.140 c = jumping 0.018 0.866 0.757 0.808 d = lying 0.043 0.746 0.923 0.825 e = sitting 0.040 0.765 0.795 0.780 f = standing 0.027 0.903 0.893 0.898 g = running 0.012 0.871 0.458 0.600 h = walking ------------------------------------------------------- 0.035 0.794 0.763 0.757 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.753 0.759 0.756 a = climbing down 0.097 0.465 0.590 0.520 b = climbing up 0.000 0.667 0.667 0.667 c = jumping 0.035 0.830 0.932 0.878 d = lying 0.018 0.870 0.831 0.850 e = sitting 0.035 0.776 0.708 0.740 f = standing 0.001 0.994 0.986 0.990 g = running 0.044 0.697 0.546 0.612 h = walking ------------------------------------------------------- 0.037 0.778 0.771 0.771 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.087 0.549 0.718 0.622 a = climbing down 0.028 0.772 0.592 0.670 b = climbing up 0.001 0.963 0.981 0.972 c = jumping 0.017 0.873 0.866 0.870 d = lying 0.023 0.828 0.735 0.779 e = sitting 0.056 0.717 0.826 0.768 f = standing 0.001 0.996 0.947 0.971 g = running 0.040 0.747 0.719 0.733 h = walking ------------------------------------------------------- 0.034 0.794 0.781 0.783 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.039 0.611 0.717 0.660 a = climbing down 0.068 0.732 0.555 0.631 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.059 0.628 0.787 0.699 d = lying 0.037 0.776 0.820 0.797 e = sitting 0.095 0.502 0.606 0.549 f = standing 0.001 0.994 0.869 0.927 g = running 0.043 0.720 0.716 0.718 h = walking ------------------------------------------------------- 0.051 0.723 0.708 0.710 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.708 0.789 a = climbing down 0.080 0.601 0.923 0.728 b = climbing up 0.036 0.370 0.983 0.537 c = jumping 0.013 0.925 0.972 0.948 d = lying 0.042 0.672 0.605 0.637 e = sitting 0.077 0.656 0.824 0.730 f = standing 0.000 0.996 0.521 0.684 g = running 0.014 0.907 0.780 0.838 h = walking ------------------------------------------------------- 0.032 0.810 0.758 0.760 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.068 0.616 0.854 0.716 a = climbing down 0.024 0.773 0.658 0.711 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.027 0.780 0.546 0.642 d = lying 0.030 0.799 0.632 0.706 e = sitting 0.118 0.542 0.839 0.659 f = standing 0.011 0.943 0.998 0.970 g = running 0.012 0.911 0.693 0.787 h = walking ------------------------------------------------------- 0.039 0.780 0.750 0.750 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.851 0.653 0.739 a = climbing down 0.040 0.768 0.754 0.761 b = climbing up 0.000 0.986 0.817 0.893 c = jumping 0.002 0.983 0.675 0.800 d = lying 0.027 0.830 0.877 0.853 e = sitting 0.068 0.663 0.836 0.740 f = standing 0.005 0.971 0.988 0.979 g = running 0.058 0.739 0.883 0.804 h = walking ------------------------------------------------------- 0.031 0.832 0.815 0.815 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.051 0.674 0.787 0.726 a = climbing down 0.132 0.532 0.944 0.680 b = climbing up 0.002 0.894 0.864 0.879 c = jumping 0.003 0.982 0.963 0.973 d = lying 0.027 0.693 0.418 0.521 e = sitting 0.091 0.595 0.810 0.686 f = standing 0.007 0.959 0.983 0.971 g = running 0.007 0.781 0.130 0.223 h = walking ------------------------------------------------------- 0.043 0.756 0.722 0.689 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.638 0.757 a = climbing down 0.075 0.644 0.940 0.764 b = climbing up 0.006 0.797 0.984 0.881 c = jumping 0.000 0.997 0.925 0.960 d = lying 0.099 0.646 0.939 0.766 e = sitting 0.020 0.793 0.437 0.564 f = standing 0.001 0.991 0.961 0.976 g = running 0.016 0.894 0.754 0.818 h = walking ------------------------------------------------------- 0.032 0.838 0.809 0.804 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.227 0.220 0.856 0.350 a = climbing down 0.004 0.891 0.249 0.389 b = climbing up 0.000 0.994 0.958 0.975 c = jumping 0.001 0.993 0.955 0.974 d = lying 0.171 0.486 0.980 0.650 e = sitting 0.003 0.849 0.084 0.153 f = standing 0.037 0.830 0.992 0.904 g = running 0.007 0.813 0.160 0.267 h = walking ------------------------------------------------------- 0.048 0.776 0.597 0.551 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.040 0.707 0.695 0.701 a = climbing down 0.040 0.666 0.559 0.608 b = climbing up 0.082 0.206 0.994 0.341 c = jumping 0.011 0.939 0.947 0.943 d = lying 0.009 0.817 0.278 0.415 e = sitting 0.114 0.566 0.904 0.696 f = standing 0.001 0.992 0.391 0.561 g = running 0.067 0.706 0.846 0.770 h = walking ------------------------------------------------------- 0.041 0.764 0.677 0.671 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.799 0.829 a = climbing down 0.032 0.829 0.866 0.847 b = climbing up 0.001 0.950 0.978 0.964 c = jumping 0.001 0.997 0.963 0.979 d = lying 0.118 0.380 0.477 0.423 e = sitting 0.088 0.408 0.332 0.366 f = standing 0.003 0.979 0.919 0.948 g = running 0.024 0.864 0.924 0.893 h = walking ------------------------------------------------------- 0.040 0.761 0.756 0.757 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.209 0.394 0.973 0.561 a = climbing down 0.006 0.894 0.394 0.547 b = climbing up 0.009 0.697 1.000 0.821 c = jumping 0.007 0.960 0.988 0.974 d = lying 0.017 0.913 0.985 0.947 e = sitting 0.003 0.979 0.849 0.909 f = standing 0.002 0.990 0.940 0.964 g = running 0.008 0.843 0.231 0.362 h = walking ------------------------------------------------------- 0.032 0.859 0.771 0.759 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.813 0.934 0.869 a = climbing down 0.035 0.778 0.791 0.784 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.012 0.933 0.989 0.960 d = lying 0.009 0.937 0.896 0.916 e = sitting 0.008 0.941 0.881 0.910 f = standing 0.011 0.951 0.974 0.962 g = running 0.020 0.883 0.784 0.830 h = walking ------------------------------------------------------- 0.017 0.897 0.895 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.691 0.427 0.528 a = climbing down 0.150 0.555 0.959 0.703 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.006 0.957 0.873 0.913 d = lying 0.105 0.507 0.936 0.658 e = sitting 0.020 0.693 0.356 0.470 f = standing 0.007 0.971 0.815 0.886 g = running 0.017 0.798 0.463 0.586 h = walking ------------------------------------------------------- 0.046 0.763 0.712 0.704 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.697 0.776 0.735 a = climbing down 0.049 0.721 0.925 0.810 b = climbing up 0.000 1.000 0.371 0.541 c = jumping 0.037 0.760 0.807 0.783 d = lying 0.051 0.720 0.932 0.812 e = sitting 0.036 0.754 0.663 0.705 f = standing 0.017 0.936 0.860 0.897 g = running 0.010 0.914 0.644 0.755 h = walking ------------------------------------------------------- 0.031 0.809 0.793 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.694 0.819 0.751 a = climbing down 0.075 0.548 0.689 0.611 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.021 0.884 0.961 0.921 d = lying 0.036 0.775 0.692 0.731 e = sitting 0.061 0.659 0.681 0.670 f = standing 0.001 0.995 0.991 0.993 g = running 0.029 0.766 0.520 0.620 h = walking ------------------------------------------------------- 0.036 0.776 0.769 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.129 0.430 0.658 0.520 a = climbing down 0.042 0.765 0.867 0.812 b = climbing up 0.007 0.737 0.965 0.835 c = jumping 0.005 0.961 0.851 0.902 d = lying 0.048 0.721 0.684 0.702 e = sitting 0.076 0.612 0.764 0.680 f = standing 0.003 0.985 0.873 0.926 g = running 0.027 0.533 0.199 0.290 h = walking ------------------------------------------------------- 0.045 0.723 0.708 0.699 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.775 0.751 0.763 a = climbing down 0.087 0.688 0.634 0.660 b = climbing up 0.000 0.994 0.879 0.933 c = jumping 0.039 0.696 0.687 0.692 d = lying 0.067 0.662 0.823 0.734 e = sitting 0.100 0.513 0.646 0.572 f = standing 0.005 0.965 0.847 0.902 g = running 0.014 0.893 0.709 0.790 h = walking ------------------------------------------------------- 0.052 0.740 0.721 0.726 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.736 0.828 a = climbing down 0.052 0.698 0.938 0.800 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.009 0.944 0.998 0.971 d = lying 0.077 0.623 0.725 0.670 e = sitting 0.053 0.689 0.669 0.679 f = standing 0.003 0.983 0.834 0.902 g = running 0.021 0.863 0.774 0.816 h = walking ------------------------------------------------------- 0.031 0.826 0.810 0.813 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.624 0.786 0.696 a = climbing down 0.028 0.677 0.608 0.641 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.005 0.961 0.762 0.850 d = lying 0.042 0.661 0.426 0.518 e = sitting 0.141 0.533 0.823 0.647 f = standing 0.026 0.878 0.982 0.927 g = running 0.005 0.963 0.736 0.834 h = walking ------------------------------------------------------- 0.044 0.771 0.742 0.742 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.718 0.814 a = climbing down 0.046 0.708 0.748 0.728 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.004 0.979 0.948 0.963 d = lying 0.061 0.692 0.881 0.775 e = sitting 0.024 0.820 0.630 0.713 f = standing 0.006 0.969 0.997 0.983 g = running 0.050 0.762 0.863 0.810 h = walking ------------------------------------------------------- 0.028 0.843 0.832 0.831 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.922 0.645 0.759 a = climbing down 0.087 0.621 0.877 0.727 b = climbing up 0.047 0.251 0.976 0.399 c = jumping 0.000 0.999 0.972 0.986 d = lying 0.105 0.596 0.908 0.720 e = sitting 0.019 0.738 0.352 0.476 f = standing 0.001 0.993 0.698 0.820 g = running 0.032 0.789 0.637 0.705 h = walking ------------------------------------------------------- 0.037 0.799 0.739 0.741 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.912 0.646 0.756 a = climbing down 0.084 0.594 0.789 0.678 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.993 0.952 0.972 d = lying 0.088 0.620 0.776 0.689 e = sitting 0.026 0.520 0.196 0.285 f = standing 0.044 0.798 0.999 0.887 g = running 0.045 0.753 0.716 0.734 h = walking ------------------------------------------------------- 0.043 0.746 0.747 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.295 0.174 0.940 0.293 a = climbing down 0.004 0.885 0.187 0.309 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.000 1.000 0.841 0.914 d = lying 0.101 0.638 0.982 0.773 e = sitting 0.029 0.660 0.369 0.473 f = standing 0.019 0.909 0.999 0.952 g = running 0.000 0.500 0.002 0.003 h = walking ------------------------------------------------------- 0.041 0.732 0.592 0.558 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.844 0.768 0.805 a = climbing down 0.051 0.608 0.545 0.575 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.005 0.969 0.957 0.963 d = lying 0.097 0.475 0.616 0.536 e = sitting 0.058 0.530 0.397 0.454 f = standing 0.016 0.921 0.959 0.939 g = running 0.065 0.715 0.850 0.777 h = walking ------------------------------------------------------- 0.043 0.736 0.731 0.727 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.217 0.381 0.965 0.546 a = climbing down 0.016 0.888 0.697 0.781 b = climbing up 0.024 0.425 0.971 0.591 c = jumping 0.028 0.862 0.962 0.909 d = lying 0.062 0.349 0.267 0.303 e = sitting 0.076 0.500 0.505 0.502 f = standing 0.014 0.914 0.819 0.864 g = running 0.001 0.417 0.004 0.008 h = walking ------------------------------------------------------- 0.053 0.635 0.615 0.573 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.168 0.424 0.900 0.576 a = climbing down 0.006 0.895 0.404 0.557 b = climbing up 0.000 0.987 0.938 0.962 c = jumping 0.010 0.949 0.992 0.970 d = lying 0.001 0.992 0.994 0.993 e = sitting 0.001 0.991 0.932 0.961 f = standing 0.003 0.984 0.998 0.991 g = running 0.017 0.825 0.439 0.573 h = walking ------------------------------------------------------- 0.026 0.878 0.819 0.818 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.039 0.740 0.931 0.825 a = climbing down 0.011 0.895 0.656 0.757 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.030 0.845 0.993 0.913 d = lying 0.019 0.887 0.971 0.927 e = sitting 0.005 0.963 0.791 0.869 f = standing 0.001 0.997 0.908 0.950 g = running 0.038 0.803 0.850 0.826 h = walking ------------------------------------------------------- 0.019 0.885 0.875 0.874 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.652 0.392 0.490 a = climbing down 0.118 0.601 0.926 0.729 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.951 0.760 0.845 d = lying 0.039 0.779 0.989 0.871 e = sitting 0.032 0.765 0.821 0.792 f = standing 0.001 0.995 0.844 0.913 g = running 0.027 0.784 0.669 0.722 h = walking ------------------------------------------------------- 0.036 0.802 0.782 0.777 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.172 0.376 0.869 0.525 a = climbing down 0.020 0.830 0.709 0.765 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.070 0.623 0.758 0.684 d = lying 0.054 0.669 0.825 0.739 e = sitting 0.090 0.433 0.477 0.454 f = standing 0.003 0.984 0.660 0.790 g = running 0.038 0.151 0.038 0.061 h = walking ------------------------------------------------------- 0.054 0.623 0.608 0.590 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.804 0.681 0.738 a = climbing down 0.110 0.476 0.689 0.563 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.029 0.861 0.938 0.898 d = lying 0.014 0.910 0.969 0.939 e = sitting 0.012 0.915 0.767 0.834 f = standing 0.001 0.996 1.000 0.998 g = running 0.051 0.640 0.484 0.551 h = walking ------------------------------------------------------- 0.030 0.700 0.691 0.690 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.229 0.354 0.886 0.506 a = climbing down 0.027 0.726 0.446 0.553 b = climbing up 0.026 0.415 0.950 0.577 c = jumping 0.013 0.921 0.863 0.891 d = lying 0.031 0.791 0.805 0.798 e = sitting 0.036 0.762 0.738 0.750 f = standing 0.018 0.902 0.820 0.859 g = running 0.008 0.345 0.024 0.045 h = walking ------------------------------------------------------- 0.047 0.691 0.660 0.635 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.767 0.851 0.807 a = climbing down 0.024 0.865 0.524 0.653 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.047 0.605 0.520 0.559 d = lying 0.027 0.838 0.898 0.867 e = sitting 0.155 0.401 0.660 0.499 f = standing 0.003 0.982 0.958 0.970 g = running 0.018 0.893 0.925 0.909 h = walking ------------------------------------------------------- 0.041 0.780 0.742 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.725 0.835 a = climbing down 0.033 0.787 0.858 0.821 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.020 0.894 0.997 0.943 d = lying 0.046 0.765 0.973 0.856 e = sitting 0.009 0.920 0.800 0.856 f = standing 0.002 0.988 0.796 0.882 g = running 0.040 0.801 0.906 0.850 h = walking ------------------------------------------------------- 0.021 0.883 0.869 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.105 0.508 0.922 0.655 a = climbing down 0.007 0.803 0.297 0.433 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.001 0.996 0.781 0.875 d = lying 0.017 0.914 0.924 0.919 e = sitting 0.048 0.762 0.939 0.841 f = standing 0.010 0.949 0.998 0.973 g = running 0.011 0.927 0.717 0.809 h = walking ------------------------------------------------------- 0.025 0.862 0.826 0.821 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.910 0.578 0.707 a = climbing down 0.045 0.728 0.760 0.743 b = climbing up 0.000 0.993 0.799 0.885 c = jumping 0.004 0.972 0.881 0.924 d = lying 0.022 0.872 0.897 0.885 e = sitting 0.028 0.804 0.875 0.838 f = standing 0.005 0.972 0.989 0.981 g = running 0.067 0.722 0.885 0.795 h = walking ------------------------------------------------------- 0.026 0.857 0.846 0.845 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.054 0.627 0.787 0.698 a = climbing down 0.037 0.741 0.655 0.695 b = climbing up 0.006 0.715 0.878 0.788 c = jumping 0.008 0.959 0.970 0.965 d = lying 0.061 0.687 0.857 0.762 e = sitting 0.026 0.780 0.578 0.664 f = standing 0.004 0.977 0.960 0.968 g = running 0.032 0.818 0.760 0.788 h = walking ------------------------------------------------------- 0.029 0.810 0.803 0.802 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.758 0.722 0.739 a = climbing down 0.112 0.567 0.959 0.713 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.003 0.985 0.975 0.980 d = lying 0.067 0.730 0.965 0.831 e = sitting 0.008 0.903 0.514 0.655 f = standing 0.003 0.986 0.999 0.992 g = running 0.010 0.891 0.423 0.573 h = walking ------------------------------------------------------- 0.031 0.842 0.804 0.793 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.093 0.333 0.676 0.446 a = climbing down 0.003 0.954 0.345 0.507 b = climbing up 0.000 0.978 0.985 0.982 c = jumping 0.000 0.997 0.260 0.413 d = lying 0.033 0.838 0.993 0.909 e = sitting 0.130 0.514 0.863 0.644 f = standing 0.041 0.823 0.998 0.902 g = running 0.008 0.958 0.872 0.913 h = walking ------------------------------------------------------- 0.037 0.824 0.729 0.710 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.817 0.472 0.599 a = climbing down 0.228 0.372 0.880 0.523 b = climbing up 0.000 0.988 0.516 0.678 c = jumping 0.002 0.957 0.304 0.462 d = lying 0.072 0.539 0.571 0.554 e = sitting 0.174 0.316 0.500 0.387 f = standing 0.017 0.913 0.977 0.944 g = running 0.026 0.436 0.105 0.169 h = walking ------------------------------------------------------- 0.072 0.631 0.539 0.520 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.543 0.807 0.649 a = climbing down 0.105 0.632 0.979 0.768 b = climbing up 0.003 0.850 1.000 0.919 c = jumping 0.017 0.904 0.888 0.896 d = lying 0.060 0.350 0.263 0.300 e = sitting 0.098 0.446 0.529 0.484 f = standing 0.003 0.972 0.641 0.772 g = running 0.004 0.948 0.416 0.578 h = walking ------------------------------------------------------- 0.051 0.715 0.667 0.659 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.097 0.539 0.832 0.654 a = climbing down 0.002 0.937 0.265 0.413 b = climbing up 0.002 0.919 0.958 0.938 c = jumping 0.122 0.587 0.976 0.733 d = lying 0.000 0.997 0.987 0.992 e = sitting 0.004 0.929 0.291 0.443 f = standing 0.007 0.959 0.988 0.973 g = running 0.057 0.706 0.770 0.737 h = walking ------------------------------------------------------- 0.041 0.812 0.749 0.724 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.850 0.921 0.884 a = climbing down 0.031 0.805 0.868 0.835 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.939 0.942 0.940 d = lying 0.028 0.839 0.971 0.900 e = sitting 0.012 0.923 0.928 0.926 f = standing 0.002 0.991 0.863 0.923 g = running 0.017 0.892 0.784 0.835 h = walking ------------------------------------------------------- 0.016 0.899 0.895 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.644 0.692 0.667 a = climbing down 0.094 0.648 0.927 0.763 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.017 0.868 0.711 0.782 d = lying 0.099 0.578 0.997 0.731 e = sitting 0.037 0.724 0.703 0.713 f = standing 0.002 0.987 0.628 0.768 g = running 0.003 0.962 0.459 0.622 h = walking ------------------------------------------------------- 0.042 0.788 0.732 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.160 0.404 0.875 0.553 a = climbing down 0.023 0.834 0.851 0.843 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.006 0.952 0.816 0.879 d = lying 0.045 0.727 0.915 0.810 e = sitting 0.028 0.810 0.844 0.826 f = standing 0.012 0.956 0.886 0.920 g = running 0.010 0.616 0.093 0.162 h = walking ------------------------------------------------------- 0.034 0.785 0.750 0.726 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.657 0.808 0.725 a = climbing down 0.099 0.388 0.438 0.411 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.045 0.787 0.893 0.837 d = lying 0.013 0.913 0.951 0.932 e = sitting 0.021 0.845 0.680 0.754 f = standing 0.006 0.971 0.998 0.984 g = running 0.046 0.640 0.444 0.524 h = walking ------------------------------------------------------- 0.036 0.650 0.652 0.646 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.046 0.718 0.810 0.761 a = climbing down 0.032 0.805 0.845 0.824 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.026 0.844 0.868 0.855 d = lying 0.013 0.895 0.781 0.834 e = sitting 0.049 0.730 0.792 0.760 f = standing 0.004 0.981 0.969 0.975 g = running 0.010 0.927 0.789 0.853 h = walking ------------------------------------------------------- 0.025 0.851 0.844 0.845 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.100 0.450 0.818 0.580 a = climbing down 0.026 0.854 0.493 0.625 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.021 0.658 0.313 0.424 d = lying 0.027 0.849 0.976 0.908 e = sitting 0.135 0.503 0.869 0.637 f = standing 0.026 0.714 0.425 0.533 g = running 0.038 0.792 0.915 0.849 h = walking ------------------------------------------------------- 0.048 0.723 0.676 0.663 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.032 0.781 0.865 0.821 a = climbing down 0.027 0.792 0.749 0.770 b = climbing up 0.000 1.000 0.895 0.944 c = jumping 0.019 0.899 0.962 0.930 d = lying 0.038 0.796 0.974 0.876 e = sitting 0.012 0.903 0.854 0.878 f = standing 0.003 0.982 0.818 0.893 g = running 0.024 0.859 0.825 0.842 h = walking ------------------------------------------------------- 0.021 0.871 0.865 0.865 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.143 0.413 0.832 0.552 a = climbing down 0.006 0.739 0.132 0.224 b = climbing up 0.000 0.993 0.962 0.977 c = jumping 0.008 0.940 0.668 0.781 d = lying 0.015 0.913 0.806 0.856 e = sitting 0.085 0.632 0.926 0.752 f = standing 0.018 0.913 0.992 0.951 g = running 0.021 0.858 0.678 0.757 h = walking ------------------------------------------------------- 0.037 0.799 0.743 0.730 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.081 0.524 0.642 0.577 a = climbing down 0.112 0.511 0.665 0.578 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.009 0.869 0.392 0.540 d = lying 0.042 0.786 0.971 0.869 e = sitting 0.086 0.519 0.718 0.602 f = standing 0.004 0.966 0.640 0.770 g = running 0.061 0.653 0.586 0.618 h = walking ------------------------------------------------------- 0.054 0.705 0.659 0.658 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.957 0.855 0.903 a = climbing down 0.023 0.858 0.921 0.888 b = climbing up 0.000 0.987 0.835 0.905 c = jumping 0.011 0.939 0.966 0.952 d = lying 0.037 0.777 0.882 0.826 e = sitting 0.022 0.841 0.715 0.773 f = standing 0.006 0.967 0.996 0.981 g = running 0.018 0.902 0.912 0.907 h = walking ------------------------------------------------------- 0.017 0.896 0.894 0.893 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.665 0.739 a = climbing down 0.098 0.590 0.975 0.735 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.002 0.985 0.927 0.955 d = lying 0.081 0.698 0.967 0.811 e = sitting 0.014 0.856 0.513 0.641 f = standing 0.003 0.980 0.999 0.990 g = running 0.010 0.906 0.544 0.680 h = walking ------------------------------------------------------- 0.031 0.843 0.808 0.802 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.247 0.203 0.891 0.331 a = climbing down 0.033 0.562 0.290 0.382 b = climbing up 0.000 0.993 0.867 0.926 c = jumping 0.000 1.000 0.904 0.950 d = lying 0.035 0.826 0.986 0.899 e = sitting 0.009 0.943 0.863 0.901 f = standing 0.011 0.945 0.997 0.971 g = running 0.004 0.457 0.016 0.031 h = walking ------------------------------------------------------- 0.029 0.756 0.691 0.666 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.046 0.657 0.624 0.640 a = climbing down 0.125 0.481 0.794 0.599 b = climbing up 0.002 0.920 0.988 0.953 c = jumping 0.002 0.986 0.893 0.938 d = lying 0.014 0.864 0.619 0.721 e = sitting 0.073 0.674 0.937 0.784 f = standing 0.000 0.997 0.784 0.878 g = running 0.044 0.661 0.456 0.540 h = walking ------------------------------------------------------- 0.041 0.771 0.735 0.737 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.034 0.790 0.887 0.836 a = climbing down 0.050 0.770 0.940 0.847 b = climbing up 0.002 0.877 0.993 0.932 c = jumping 0.014 0.900 0.714 0.796 d = lying 0.059 0.469 0.328 0.386 e = sitting 0.140 0.361 0.555 0.438 f = standing 0.002 0.985 0.929 0.956 g = running 0.006 0.951 0.711 0.814 h = walking ------------------------------------------------------- 0.041 0.760 0.733 0.737 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.110 0.546 0.963 0.697 a = climbing down 0.007 0.913 0.535 0.675 b = climbing up 0.006 0.762 0.975 0.856 c = jumping 0.002 0.992 0.992 0.992 d = lying 0.001 0.997 0.980 0.988 e = sitting 0.003 0.979 0.988 0.983 f = standing 0.002 0.989 0.958 0.973 g = running 0.013 0.899 0.637 0.745 h = walking ------------------------------------------------------- 0.017 0.908 0.874 0.874 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.951 0.945 0.948 a = climbing down 0.020 0.857 0.816 0.836 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.927 0.989 0.957 d = lying 0.020 0.872 0.931 0.901 e = sitting 0.007 0.955 0.895 0.924 f = standing 0.002 0.991 0.917 0.952 g = running 0.028 0.856 0.913 0.883 h = walking ------------------------------------------------------- 0.013 0.919 0.917 0.917 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.036 0.694 0.557 0.618 a = climbing down 0.119 0.599 0.932 0.729 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.002 0.981 0.695 0.814 d = lying 0.053 0.730 0.987 0.839 e = sitting 0.040 0.709 0.790 0.747 f = standing 0.001 0.993 0.832 0.905 g = running 0.005 0.944 0.582 0.720 h = walking ------------------------------------------------------- 0.036 0.819 0.779 0.779 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.123 0.450 0.846 0.587 a = climbing down 0.047 0.729 0.894 0.803 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.026 0.831 0.834 0.833 d = lying 0.053 0.690 0.898 0.781 e = sitting 0.038 0.715 0.671 0.692 f = standing 0.003 0.988 0.826 0.900 g = running 0.015 0.680 0.184 0.290 h = walking ------------------------------------------------------- 0.036 0.764 0.731 0.715 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.777 0.827 a = climbing down 0.124 0.448 0.744 0.559 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.042 0.799 0.943 0.865 d = lying 0.022 0.878 0.915 0.896 e = sitting 0.023 0.823 0.633 0.716 f = standing 0.001 0.993 1.000 0.996 g = running 0.031 0.677 0.378 0.485 h = walking ------------------------------------------------------- 0.034 0.798 0.777 0.774 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.831 0.852 0.842 a = climbing down 0.018 0.880 0.859 0.869 b = climbing up 0.007 0.728 0.953 0.825 c = jumping 0.007 0.956 0.894 0.924 d = lying 0.032 0.788 0.800 0.794 e = sitting 0.044 0.747 0.819 0.782 f = standing 0.003 0.985 0.894 0.937 g = running 0.019 0.887 0.911 0.899 h = walking ------------------------------------------------------- 0.020 0.871 0.865 0.867 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.870 0.836 0.853 a = climbing down 0.022 0.888 0.588 0.707 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.029 0.698 0.531 0.604 d = lying 0.026 0.851 0.944 0.895 e = sitting 0.120 0.528 0.847 0.651 f = standing 0.003 0.976 0.935 0.955 g = running 0.032 0.829 0.929 0.877 h = walking ------------------------------------------------------- 0.034 0.816 0.790 0.789 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.867 0.860 0.863 a = climbing down 0.039 0.758 0.905 0.825 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.004 0.975 0.997 0.986 d = lying 0.039 0.814 0.932 0.869 e = sitting 0.015 0.886 0.924 0.904 f = standing 0.003 0.982 0.828 0.898 g = running 0.015 0.902 0.774 0.833 h = walking ------------------------------------------------------- 0.018 0.893 0.885 0.886 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.179 0.369 0.906 0.524 a = climbing down 0.050 0.208 0.131 0.161 b = climbing up 0.121 0.166 0.994 0.284 c = jumping 0.002 0.985 0.601 0.746 d = lying 0.050 0.694 0.558 0.618 e = sitting 0.129 0.518 0.867 0.648 f = standing 0.016 0.769 0.267 0.396 g = running 0.003 0.925 0.173 0.291 h = walking ------------------------------------------------------- 0.056 0.672 0.506 0.494 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.886 0.721 0.795 a = climbing down 0.072 0.671 0.929 0.779 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.004 0.977 0.924 0.950 d = lying 0.030 0.836 0.926 0.879 e = sitting 0.018 0.851 0.791 0.820 f = standing 0.004 0.977 0.956 0.966 g = running 0.017 0.903 0.776 0.834 h = walking ------------------------------------------------------- 0.022 0.878 0.864 0.866 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.846 0.773 0.808 a = climbing down 0.071 0.664 0.894 0.762 b = climbing up 0.015 0.515 0.967 0.672 c = jumping 0.001 0.997 0.962 0.979 d = lying 0.066 0.703 0.898 0.788 e = sitting 0.016 0.844 0.575 0.684 f = standing 0.014 0.922 0.884 0.903 g = running 0.017 0.881 0.664 0.758 h = walking ------------------------------------------------------- 0.028 0.835 0.814 0.813 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.900 0.673 0.770 a = climbing down 0.098 0.601 0.946 0.735 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.988 0.963 0.975 d = lying 0.086 0.675 0.968 0.795 e = sitting 0.009 0.856 0.372 0.519 f = standing 0.002 0.987 0.999 0.993 g = running 0.017 0.873 0.618 0.724 h = walking ------------------------------------------------------- 0.032 0.843 0.809 0.800 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.086 0.271 0.473 0.344 a = climbing down 0.002 0.950 0.308 0.466 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.000 1.000 0.824 0.904 d = lying 0.016 0.917 0.982 0.948 e = sitting 0.031 0.823 0.925 0.871 f = standing 0.065 0.747 1.000 0.855 g = running 0.003 0.985 0.921 0.952 h = walking ------------------------------------------------------- 0.023 0.867 0.820 0.815 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.922 0.724 0.811 a = climbing down 0.103 0.560 0.892 0.688 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.003 0.985 0.928 0.956 d = lying 0.023 0.838 0.829 0.833 e = sitting 0.034 0.810 0.896 0.851 f = standing 0.002 0.991 0.972 0.982 g = running 0.022 0.832 0.561 0.670 h = walking ------------------------------------------------------- 0.026 0.857 0.832 0.834 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.832 0.838 0.835 a = climbing down 0.078 0.683 0.901 0.777 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.924 0.956 0.940 d = lying 0.096 0.251 0.273 0.261 e = sitting 0.088 0.483 0.430 0.455 f = standing 0.003 0.984 0.941 0.962 g = running 0.016 0.870 0.625 0.727 h = walking ------------------------------------------------------- 0.044 0.736 0.727 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.071 0.645 0.937 0.764 a = climbing down 0.007 0.886 0.406 0.557 b = climbing up 0.000 0.994 0.981 0.987 c = jumping 0.001 0.993 0.984 0.989 d = lying 0.010 0.946 0.982 0.964 e = sitting 0.004 0.974 0.932 0.953 f = standing 0.002 0.988 0.999 0.994 g = running 0.029 0.845 0.888 0.866 h = walking ------------------------------------------------------- 0.016 0.906 0.892 0.885 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.061 0.649 0.937 0.767 a = climbing down 0.017 0.782 0.414 0.541 b = climbing up 0.000 1.000 0.125 0.222 c = jumping 0.014 0.920 0.987 0.953 d = lying 0.030 0.807 0.831 0.819 e = sitting 0.029 0.831 0.890 0.859 f = standing 0.003 0.982 0.843 0.907 g = running 0.065 0.710 0.861 0.778 h = walking ------------------------------------------------------- 0.030 0.825 0.810 0.798 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.461 0.258 0.331 a = climbing down 0.172 0.517 0.955 0.671 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.012 0.909 0.760 0.828 d = lying 0.111 0.553 0.986 0.708 e = sitting 0.031 0.752 0.761 0.757 f = standing 0.001 0.994 0.459 0.628 g = running 0.017 0.809 0.505 0.622 h = walking ------------------------------------------------------- 0.054 0.732 0.666 0.652 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.030 0.748 0.778 0.763 a = climbing down 0.027 0.811 0.834 0.823 b = climbing up 0.000 1.000 0.760 0.864 c = jumping 0.042 0.725 0.760 0.742 d = lying 0.055 0.708 0.964 0.816 e = sitting 0.037 0.754 0.691 0.721 f = standing 0.007 0.972 0.816 0.887 g = running 0.025 0.847 0.816 0.831 h = walking ------------------------------------------------------- 0.029 0.818 0.806 0.807 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.842 0.623 0.716 a = climbing down 0.141 0.413 0.686 0.515 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.002 0.989 0.774 0.868 d = lying 0.023 0.857 0.969 0.910 e = sitting 0.040 0.788 0.887 0.835 f = standing 0.001 0.995 0.999 0.997 g = running 0.047 0.620 0.410 0.494 h = walking ------------------------------------------------------- 0.034 0.688 0.668 0.667 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.029 0.793 0.756 0.774 a = climbing down 0.034 0.796 0.839 0.817 b = climbing up 0.010 0.657 0.988 0.789 c = jumping 0.006 0.957 0.865 0.909 d = lying 0.023 0.829 0.751 0.788 e = sitting 0.055 0.713 0.860 0.779 f = standing 0.003 0.986 0.903 0.943 g = running 0.022 0.869 0.867 0.868 h = walking ------------------------------------------------------- 0.023 0.851 0.842 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.826 0.746 0.784 a = climbing down 0.034 0.830 0.570 0.676 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.032 0.636 0.441 0.521 d = lying 0.029 0.828 0.907 0.865 e = sitting 0.130 0.496 0.761 0.601 f = standing 0.004 0.972 0.971 0.971 g = running 0.043 0.775 0.921 0.842 h = walking ------------------------------------------------------- 0.042 0.774 0.754 0.751 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.040 0.728 0.894 0.802 a = climbing down 0.020 0.810 0.635 0.712 b = climbing up 0.000 1.000 0.690 0.816 c = jumping 0.011 0.940 0.980 0.960 d = lying 0.063 0.669 0.873 0.758 e = sitting 0.026 0.841 0.754 0.795 f = standing 0.008 0.958 0.840 0.895 g = running 0.036 0.794 0.799 0.796 h = walking ------------------------------------------------------- 0.027 0.835 0.823 0.824 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.082 0.556 0.887 0.683 a = climbing down 0.010 0.781 0.351 0.484 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.004 0.971 0.771 0.859 d = lying 0.018 0.892 0.751 0.815 e = sitting 0.079 0.668 0.934 0.779 f = standing 0.012 0.941 0.999 0.969 g = running 0.011 0.931 0.810 0.866 h = walking ------------------------------------------------------- 0.028 0.843 0.812 0.809 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.880 0.704 0.782 a = climbing down 0.055 0.710 0.889 0.789 b = climbing up 0.000 1.000 0.757 0.862 c = jumping 0.005 0.973 0.973 0.973 d = lying 0.023 0.854 0.871 0.862 e = sitting 0.021 0.873 0.853 0.863 f = standing 0.007 0.964 0.994 0.979 g = running 0.025 0.858 0.805 0.831 h = walking ------------------------------------------------------- 0.020 0.878 0.873 0.873 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.878 0.873 a = climbing down 0.030 0.835 0.907 0.869 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.000 0.997 0.990 0.994 d = lying 0.055 0.699 0.823 0.756 e = sitting 0.029 0.773 0.643 0.702 f = standing 0.006 0.969 0.999 0.984 g = running 0.011 0.934 0.837 0.883 h = walking ------------------------------------------------------- 0.020 0.877 0.873 0.873 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.935 0.547 0.690 a = climbing down 0.106 0.577 0.945 0.717 b = climbing up 0.002 0.909 0.978 0.942 c = jumping 0.002 0.988 0.949 0.968 d = lying 0.092 0.664 0.971 0.788 e = sitting 0.012 0.807 0.360 0.498 f = standing 0.004 0.979 0.984 0.981 g = running 0.018 0.867 0.634 0.732 h = walking ------------------------------------------------------- 0.034 0.832 0.793 0.783 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.285 0.159 0.785 0.264 a = climbing down 0.002 0.923 0.177 0.298 b = climbing up 0.000 1.000 0.556 0.714 c = jumping 0.000 1.000 0.710 0.830 d = lying 0.103 0.623 0.988 0.764 e = sitting 0.050 0.552 0.391 0.458 f = standing 0.045 0.812 1.000 0.896 g = running 0.001 0.273 0.002 0.005 h = walking ------------------------------------------------------- 0.048 0.660 0.562 0.527 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.835 0.733 0.781 a = climbing down 0.070 0.610 0.745 0.671 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.015 0.915 0.945 0.930 d = lying 0.016 0.803 0.449 0.576 e = sitting 0.077 0.664 0.877 0.756 f = standing 0.005 0.971 0.998 0.985 g = running 0.034 0.806 0.744 0.774 h = walking ------------------------------------------------------- 0.033 0.809 0.797 0.793 Weighted Avg. Run: 5 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.706 0.807 a = climbing down 0.057 0.675 0.780 0.724 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.008 0.955 0.976 0.965 d = lying 0.115 0.502 0.570 0.534 e = sitting 0.080 0.320 0.248 0.280 f = standing 0.007 0.960 0.991 0.976 g = running 0.042 0.771 0.817 0.793 h = walking ------------------------------------------------------- 0.047 0.731 0.732 0.728 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.028 0.841 0.907 0.872 a = climbing down 0.076 0.165 0.478 0.246 b = climbing up 0.001 0.956 1.000 0.978 c = jumping 0.066 0.730 0.848 0.784 d = lying 0.030 0.871 0.959 0.913 e = sitting 0.026 0.833 0.608 0.703 f = standing 0.002 0.984 0.989 0.986 g = running 0.015 0.888 0.548 0.678 h = walking ------------------------------------------------------- 0.030 0.831 0.787 0.795 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.930 0.932 a = climbing down 0.163 0.476 0.941 0.632 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.027 0.857 0.946 0.900 d = lying 0.032 0.797 0.789 0.793 e = sitting 0.037 0.727 0.716 0.721 f = standing 0.001 0.995 0.901 0.946 g = running 0.003 0.932 0.190 0.316 h = walking ------------------------------------------------------- 0.036 0.828 0.766 0.747 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.105 0.493 0.664 0.566 a = climbing down 0.050 0.752 0.839 0.794 b = climbing up 0.004 0.770 1.000 0.870 c = jumping 0.004 0.960 0.644 0.771 d = lying 0.143 0.354 0.671 0.463 e = sitting 0.109 0.444 0.612 0.515 f = standing 0.000 1.000 0.319 0.484 g = running 0.032 0.732 0.602 0.661 h = walking ------------------------------------------------------- 0.055 0.715 0.607 0.610 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.079 0.526 0.771 0.625 a = climbing down 0.057 0.671 0.770 0.717 b = climbing up 0.000 1.000 0.788 0.881 c = jumping 0.029 0.790 0.708 0.747 d = lying 0.057 0.683 0.913 0.782 e = sitting 0.057 0.633 0.685 0.658 f = standing 0.004 0.984 0.824 0.897 g = running 0.032 0.646 0.359 0.462 h = walking ------------------------------------------------------- 0.039 0.744 0.724 0.722 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.056 0.675 0.856 0.755 a = climbing down 0.085 0.563 0.750 0.643 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.033 0.815 0.816 0.815 d = lying 0.021 0.869 0.862 0.865 e = sitting 0.053 0.700 0.700 0.700 f = standing 0.001 0.997 1.000 0.998 g = running 0.014 0.803 0.365 0.502 h = walking ------------------------------------------------------- 0.035 0.787 0.773 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.041 0.698 0.729 0.713 a = climbing down 0.067 0.658 0.776 0.712 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.022 0.840 0.812 0.826 d = lying 0.066 0.556 0.565 0.561 e = sitting 0.083 0.560 0.589 0.574 f = standing 0.002 0.992 0.954 0.972 g = running 0.036 0.737 0.587 0.654 h = walking ------------------------------------------------------- 0.044 0.733 0.727 0.728 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.758 0.882 0.815 a = climbing down 0.178 0.508 0.605 0.552 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.056 0.671 0.736 0.702 d = lying 0.022 0.776 0.718 0.746 e = sitting 0.124 0.487 0.708 0.577 f = standing 0.027 0.857 0.970 0.910 g = running 0.006 0.719 0.094 0.167 h = walking ------------------------------------------------------- 0.076 0.665 0.637 0.600 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.660 0.778 a = climbing down 0.043 0.727 0.764 0.745 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.008 0.950 0.980 0.965 d = lying 0.048 0.716 0.733 0.724 e = sitting 0.053 0.684 0.707 0.695 f = standing 0.000 0.999 0.928 0.962 g = running 0.041 0.787 0.936 0.855 h = walking ------------------------------------------------------- 0.027 0.838 0.830 0.830 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.004 0.940 0.714 0.812 a = climbing down 0.100 0.543 0.952 0.692 b = climbing up 0.000 1.000 0.798 0.888 c = jumping 0.053 0.623 0.481 0.543 d = lying 0.044 0.590 0.325 0.419 e = sitting 0.172 0.414 0.750 0.533 f = standing 0.008 0.959 0.974 0.966 g = running 0.001 0.987 0.579 0.730 h = walking ------------------------------------------------------- 0.052 0.729 0.669 0.668 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.876 0.607 0.717 a = climbing down 0.040 0.594 0.346 0.437 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.003 0.957 0.402 0.566 d = lying 0.075 0.570 0.689 0.624 e = sitting 0.135 0.449 0.627 0.523 f = standing 0.004 0.980 0.996 0.988 g = running 0.127 0.547 0.925 0.687 h = walking ------------------------------------------------------- 0.056 0.717 0.661 0.654 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.788 0.725 0.755 a = climbing down 0.090 0.581 0.819 0.680 b = climbing up 0.000 0.987 0.929 0.957 c = jumping 0.003 0.982 0.974 0.978 d = lying 0.102 0.552 0.834 0.664 e = sitting 0.029 0.682 0.370 0.480 f = standing 0.003 0.982 0.998 0.990 g = running 0.011 0.913 0.641 0.753 h = walking ------------------------------------------------------- 0.035 0.797 0.771 0.767 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.913 0.591 0.718 a = climbing down 0.200 0.412 0.761 0.535 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.002 0.990 0.860 0.920 d = lying 0.145 0.421 0.877 0.569 e = sitting 0.029 0.476 0.127 0.200 f = standing 0.002 0.989 0.998 0.994 g = running 0.042 0.492 0.253 0.335 h = walking ------------------------------------------------------- 0.059 0.674 0.633 0.610 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.191 0.898 0.315 a = climbing down 0.019 0.717 0.307 0.430 b = climbing up 0.025 0.476 0.976 0.640 c = jumping 0.001 0.993 0.941 0.966 d = lying 0.066 0.694 0.845 0.762 e = sitting 0.036 0.761 0.629 0.689 f = standing 0.011 0.932 0.834 0.880 g = running 0.003 0.241 0.005 0.011 h = walking ------------------------------------------------------- 0.037 0.677 0.618 0.599 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.764 0.831 0.796 a = climbing down 0.096 0.573 0.781 0.661 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.028 0.861 0.938 0.898 d = lying 0.055 0.681 0.703 0.692 e = sitting 0.051 0.640 0.560 0.597 f = standing 0.000 0.998 0.990 0.994 g = running 0.010 0.894 0.521 0.658 h = walking ------------------------------------------------------- 0.037 0.783 0.768 0.765 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.013 0.893 0.853 0.872 a = climbing down 0.116 0.559 0.946 0.703 b = climbing up 0.001 0.962 0.864 0.910 c = jumping 0.021 0.880 0.854 0.866 d = lying 0.081 0.519 0.439 0.476 e = sitting 0.115 0.321 0.375 0.346 f = standing 0.007 0.963 0.988 0.975 g = running 0.004 0.944 0.426 0.587 h = walking ------------------------------------------------------- 0.050 0.731 0.693 0.690 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.109 0.575 0.928 0.710 a = climbing down 0.079 0.191 0.608 0.291 b = climbing up 0.022 0.518 0.935 0.667 c = jumping 0.106 0.677 0.935 0.785 d = lying 0.003 0.963 0.367 0.531 e = sitting 0.144 0.407 0.484 0.442 f = standing 0.001 0.992 0.788 0.878 g = running 0.004 0.874 0.144 0.248 h = walking ------------------------------------------------------- 0.064 0.714 0.596 0.570 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.920 0.930 a = climbing down 0.166 0.461 0.940 0.619 b = climbing up 0.006 0.795 0.994 0.883 c = jumping 0.022 0.878 0.955 0.915 d = lying 0.035 0.814 0.968 0.884 e = sitting 0.007 0.951 0.819 0.880 f = standing 0.004 0.977 0.839 0.903 g = running 0.005 0.825 0.126 0.218 h = walking ------------------------------------------------------- 0.033 0.838 0.782 0.756 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.054 0.679 0.739 0.708 a = climbing down 0.100 0.621 0.906 0.737 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.945 0.807 0.871 d = lying 0.069 0.619 0.968 0.755 e = sitting 0.028 0.773 0.670 0.718 f = standing 0.001 0.997 0.860 0.923 g = running 0.012 0.808 0.330 0.468 h = walking ------------------------------------------------------- 0.036 0.798 0.765 0.758 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.127 0.450 0.845 0.587 a = climbing down 0.049 0.682 0.763 0.720 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.021 0.769 0.426 0.549 d = lying 0.045 0.721 0.902 0.801 e = sitting 0.101 0.514 0.755 0.612 f = standing 0.002 0.994 0.840 0.910 g = running 0.034 0.407 0.136 0.203 h = walking ------------------------------------------------------- 0.046 0.688 0.667 0.648 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.735 0.921 0.817 a = climbing down 0.068 0.589 0.677 0.630 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.080 0.650 0.822 0.726 d = lying 0.031 0.836 0.960 0.893 e = sitting 0.026 0.748 0.435 0.550 f = standing 0.001 0.996 0.992 0.994 g = running 0.022 0.782 0.510 0.617 h = walking ------------------------------------------------------- 0.037 0.772 0.765 0.755 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.739 0.771 0.754 a = climbing down 0.062 0.658 0.751 0.701 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.014 0.912 0.777 0.839 d = lying 0.028 0.786 0.737 0.761 e = sitting 0.074 0.640 0.774 0.700 f = standing 0.001 0.994 0.983 0.989 g = running 0.035 0.756 0.639 0.692 h = walking ------------------------------------------------------- 0.034 0.795 0.785 0.787 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.038 0.731 0.962 0.831 a = climbing down 0.107 0.563 0.464 0.509 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.085 0.474 0.519 0.496 d = lying 0.023 0.813 0.971 0.885 e = sitting 0.132 0.428 0.607 0.502 f = standing 0.026 0.860 0.969 0.911 g = running 0.014 0.833 0.408 0.547 h = walking ------------------------------------------------------- 0.066 0.664 0.640 0.625 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.982 0.670 0.797 a = climbing down 0.042 0.729 0.813 0.769 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.011 0.942 0.980 0.960 d = lying 0.013 0.925 0.947 0.936 e = sitting 0.016 0.876 0.866 0.871 f = standing 0.002 0.992 0.947 0.969 g = running 0.040 0.795 0.917 0.852 h = walking ------------------------------------------------------- 0.017 0.900 0.891 0.891 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.035 0.679 0.837 0.750 a = climbing down 0.017 0.766 0.456 0.572 b = climbing up 0.000 1.000 0.890 0.942 c = jumping 0.011 0.911 0.636 0.749 d = lying 0.032 0.766 0.533 0.629 e = sitting 0.133 0.522 0.895 0.659 f = standing 0.006 0.970 0.981 0.975 g = running 0.038 0.828 0.948 0.884 h = walking ------------------------------------------------------- 0.037 0.797 0.765 0.761 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.776 0.360 0.492 a = climbing down 0.142 0.516 0.846 0.641 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.023 0.645 0.250 0.361 d = lying 0.110 0.511 0.758 0.610 e = sitting 0.110 0.337 0.412 0.371 f = standing 0.001 0.997 0.968 0.982 g = running 0.028 0.801 0.652 0.719 h = walking ------------------------------------------------------- 0.059 0.674 0.630 0.619 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.818 0.771 0.794 a = climbing down 0.070 0.644 0.832 0.726 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.013 0.922 0.899 0.911 d = lying 0.050 0.735 0.922 0.818 e = sitting 0.023 0.823 0.634 0.716 f = standing 0.006 0.968 0.998 0.983 g = running 0.016 0.894 0.722 0.799 h = walking ------------------------------------------------------- 0.027 0.839 0.827 0.827 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.857 0.717 0.781 a = climbing down 0.151 0.506 0.905 0.649 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.004 0.976 0.862 0.915 d = lying 0.141 0.460 0.969 0.624 e = sitting 0.027 0.566 0.190 0.284 f = standing 0.002 0.990 0.998 0.994 g = running 0.015 0.703 0.219 0.334 h = walking ------------------------------------------------------- 0.046 0.739 0.693 0.664 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.219 0.168 0.647 0.267 a = climbing down 0.027 0.690 0.398 0.505 b = climbing up 0.009 0.733 0.972 0.836 c = jumping 0.062 0.739 0.918 0.819 d = lying 0.015 0.916 0.934 0.925 e = sitting 0.012 0.900 0.645 0.752 f = standing 0.048 0.781 0.971 0.866 g = running 0.001 0.500 0.003 0.006 h = walking ------------------------------------------------------- 0.039 0.712 0.646 0.616 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.068 0.546 0.709 0.617 a = climbing down 0.167 0.434 0.819 0.568 b = climbing up 0.000 1.000 0.682 0.811 c = jumping 0.048 0.749 0.799 0.774 d = lying 0.037 0.764 0.713 0.738 e = sitting 0.058 0.637 0.645 0.641 f = standing 0.011 0.941 0.927 0.934 g = running 0.002 0.056 0.001 0.002 h = walking ------------------------------------------------------- 0.053 0.606 0.660 0.619 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.749 0.833 a = climbing down 0.120 0.569 0.964 0.716 b = climbing up 0.000 1.000 0.626 0.770 c = jumping 0.012 0.897 0.566 0.694 d = lying 0.078 0.335 0.310 0.322 e = sitting 0.158 0.323 0.463 0.381 f = standing 0.010 0.946 0.997 0.971 g = running 0.007 0.933 0.519 0.667 h = walking ------------------------------------------------------- 0.053 0.727 0.661 0.667 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.005 0.963 0.801 0.875 a = climbing down 0.019 0.391 0.403 0.397 b = climbing up 0.000 1.000 0.902 0.948 c = jumping 0.171 0.566 0.936 0.705 d = lying 0.014 0.932 0.967 0.949 e = sitting 0.018 0.582 0.123 0.204 f = standing 0.009 0.928 1.000 0.962 g = running 0.037 0.842 0.929 0.884 h = walking ------------------------------------------------------- 0.047 0.776 0.774 0.739 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.941 0.953 0.947 a = climbing down 0.088 0.620 0.938 0.746 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.048 0.770 0.968 0.858 d = lying 0.026 0.853 0.972 0.909 e = sitting 0.004 0.961 0.681 0.797 f = standing 0.003 0.981 0.889 0.933 g = running 0.007 0.932 0.536 0.680 h = walking ------------------------------------------------------- 0.025 0.872 0.841 0.838 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.037 0.720 0.623 0.668 a = climbing down 0.105 0.619 0.944 0.748 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.902 0.848 0.874 d = lying 0.092 0.549 0.969 0.701 e = sitting 0.021 0.808 0.636 0.712 f = standing 0.002 0.987 0.702 0.820 g = running 0.004 0.953 0.590 0.729 h = walking ------------------------------------------------------- 0.036 0.811 0.759 0.761 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.059 0.529 0.555 0.542 a = climbing down 0.076 0.541 0.598 0.568 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.044 0.586 0.410 0.483 d = lying 0.085 0.604 0.950 0.739 e = sitting 0.093 0.500 0.616 0.552 f = standing 0.003 0.986 0.640 0.776 g = running 0.074 0.558 0.560 0.559 h = walking ------------------------------------------------------- 0.056 0.656 0.622 0.623 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.677 0.844 0.752 a = climbing down 0.118 0.436 0.626 0.514 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.060 0.711 0.745 0.727 d = lying 0.016 0.893 0.944 0.918 e = sitting 0.050 0.669 0.591 0.628 f = standing 0.000 0.998 0.999 0.998 g = running 0.026 0.610 0.247 0.352 h = walking ------------------------------------------------------- 0.041 0.624 0.624 0.611 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.721 0.675 0.697 a = climbing down 0.125 0.510 0.822 0.630 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.025 0.849 0.739 0.790 d = lying 0.024 0.804 0.712 0.756 e = sitting 0.085 0.605 0.767 0.676 f = standing 0.002 0.992 0.962 0.976 g = running 0.026 0.680 0.326 0.440 h = walking ------------------------------------------------------- 0.044 0.749 0.725 0.721 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.095 0.515 0.927 0.662 a = climbing down 0.108 0.554 0.458 0.501 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.078 0.565 0.636 0.599 d = lying 0.022 0.811 0.919 0.862 e = sitting 0.109 0.451 0.554 0.497 f = standing 0.037 0.807 0.960 0.877 g = running 0.019 0.585 0.157 0.248 h = walking ------------------------------------------------------- 0.059 0.536 0.576 0.531 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.984 0.538 0.695 a = climbing down 0.056 0.646 0.761 0.699 b = climbing up 0.000 0.994 0.971 0.983 c = jumping 0.004 0.963 0.647 0.774 d = lying 0.026 0.838 0.919 0.877 e = sitting 0.077 0.652 0.865 0.743 f = standing 0.001 0.995 0.927 0.960 g = running 0.077 0.623 0.764 0.687 h = walking ------------------------------------------------------- 0.033 0.826 0.791 0.792 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.024 0.761 0.857 0.806 a = climbing down 0.011 0.824 0.425 0.561 b = climbing up 0.000 1.000 0.637 0.778 c = jumping 0.049 0.717 0.619 0.665 d = lying 0.028 0.814 0.644 0.719 e = sitting 0.109 0.522 0.741 0.613 f = standing 0.010 0.949 0.997 0.972 g = running 0.055 0.770 0.968 0.858 h = walking ------------------------------------------------------- 0.041 0.773 0.755 0.749 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.023 0.784 0.625 0.695 a = climbing down 0.061 0.681 0.766 0.721 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.030 0.776 0.598 0.675 d = lying 0.053 0.700 0.861 0.772 e = sitting 0.071 0.586 0.596 0.591 f = standing 0.005 0.975 0.979 0.977 g = running 0.050 0.715 0.763 0.739 h = walking ------------------------------------------------------- 0.041 0.752 0.747 0.745 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.824 0.657 0.731 a = climbing down 0.179 0.429 0.889 0.579 b = climbing up 0.000 0.992 0.726 0.838 c = jumping 0.003 0.982 0.893 0.936 d = lying 0.070 0.609 0.729 0.664 e = sitting 0.059 0.627 0.579 0.602 f = standing 0.009 0.954 0.998 0.976 g = running 0.008 0.806 0.179 0.293 h = walking ------------------------------------------------------- 0.046 0.760 0.701 0.686 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.896 0.704 0.789 a = climbing down 0.183 0.456 0.979 0.622 b = climbing up 0.000 0.993 0.804 0.889 c = jumping 0.030 0.808 0.652 0.722 d = lying 0.129 0.452 0.869 0.595 e = sitting 0.070 0.365 0.192 0.252 f = standing 0.020 0.900 0.999 0.947 g = running 0.002 0.839 0.048 0.090 h = walking ------------------------------------------------------- 0.060 0.677 0.617 0.569 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.165 0.282 0.936 0.433 a = climbing down 0.002 0.885 0.122 0.214 b = climbing up 0.001 0.976 0.970 0.973 c = jumping 0.013 0.933 0.950 0.941 d = lying 0.094 0.633 0.962 0.763 e = sitting 0.014 0.847 0.429 0.570 f = standing 0.003 0.985 0.998 0.992 g = running 0.045 0.714 0.538 0.614 h = walking ------------------------------------------------------- 0.037 0.799 0.700 0.684 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.002 0.933 0.266 0.414 a = climbing down 0.205 0.439 0.973 0.605 b = climbing up 0.001 0.962 0.987 0.974 c = jumping 0.051 0.725 0.662 0.692 d = lying 0.021 0.736 0.405 0.522 e = sitting 0.132 0.488 0.727 0.584 f = standing 0.000 0.998 0.976 0.987 g = running 0.006 0.897 0.288 0.436 h = walking ------------------------------------------------------- 0.061 0.743 0.643 0.627 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.815 0.871 a = climbing down 0.035 0.775 0.749 0.762 b = climbing up 0.000 1.000 0.759 0.863 c = jumping 0.015 0.697 0.193 0.302 d = lying 0.092 0.472 0.503 0.487 e = sitting 0.210 0.229 0.395 0.290 f = standing 0.007 0.962 1.000 0.981 g = running 0.043 0.790 0.896 0.840 h = walking ------------------------------------------------------- 0.057 0.698 0.648 0.646 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.018 0.892 0.950 0.920 a = climbing down 0.096 0.163 0.613 0.258 b = climbing up 0.017 0.591 1.000 0.743 c = jumping 0.002 0.991 0.987 0.989 d = lying 0.022 0.887 0.834 0.860 e = sitting 0.035 0.835 0.883 0.858 f = standing 0.001 0.985 0.831 0.902 g = running 0.009 0.912 0.444 0.597 h = walking ------------------------------------------------------- 0.018 0.885 0.816 0.830 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.031 0.773 0.956 0.855 a = climbing down 0.057 0.623 0.617 0.620 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.053 0.756 0.990 0.858 d = lying 0.015 0.888 0.773 0.827 e = sitting 0.036 0.755 0.663 0.706 f = standing 0.002 0.990 0.941 0.965 g = running 0.041 0.744 0.637 0.686 h = walking ------------------------------------------------------- 0.032 0.801 0.797 0.794 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.055 0.653 0.677 0.665 a = climbing down 0.155 0.484 0.802 0.603 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.951 0.809 0.874 d = lying 0.088 0.531 0.851 0.654 e = sitting 0.040 0.659 0.603 0.630 f = standing 0.000 0.999 0.786 0.880 g = running 0.006 0.843 0.233 0.365 h = walking ------------------------------------------------------- 0.047 0.759 0.695 0.692 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.082 0.569 0.943 0.710 a = climbing down 0.015 0.833 0.527 0.646 b = climbing up 0.000 0.993 0.967 0.980 c = jumping 0.058 0.668 0.797 0.727 d = lying 0.047 0.711 0.812 0.758 e = sitting 0.053 0.631 0.587 0.609 f = standing 0.006 0.974 0.811 0.885 g = running 0.060 0.600 0.527 0.561 h = walking ------------------------------------------------------- 0.041 0.744 0.720 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.030 0.782 0.838 0.809 a = climbing down 0.096 0.555 0.855 0.673 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.025 0.869 0.881 0.875 d = lying 0.036 0.812 0.948 0.875 e = sitting 0.025 0.834 0.689 0.754 f = standing 0.001 0.994 1.000 0.997 g = running 0.007 0.908 0.413 0.568 h = walking ------------------------------------------------------- 0.029 0.835 0.811 0.805 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.020 0.826 0.774 0.799 a = climbing down 0.135 0.493 0.825 0.617 b = climbing up 0.012 0.562 0.992 0.718 c = jumping 0.010 0.945 0.856 0.899 d = lying 0.052 0.585 0.526 0.554 e = sitting 0.084 0.557 0.652 0.601 f = standing 0.007 0.961 0.899 0.929 g = running 0.032 0.561 0.241 0.338 h = walking ------------------------------------------------------- 0.046 0.713 0.694 0.686 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.058 0.633 0.944 0.758 a = climbing down 0.134 0.570 0.628 0.597 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.056 0.608 0.468 0.529 d = lying 0.042 0.674 0.879 0.763 e = sitting 0.128 0.441 0.648 0.525 f = standing 0.026 0.855 0.982 0.914 g = running 0.012 0.541 0.082 0.142 h = walking ------------------------------------------------------- 0.070 0.617 0.614 0.572 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.651 0.776 a = climbing down 0.106 0.569 0.966 0.716 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.005 0.971 0.980 0.975 d = lying 0.053 0.687 0.696 0.692 e = sitting 0.059 0.660 0.696 0.678 f = standing 0.001 0.996 0.939 0.967 g = running 0.011 0.885 0.540 0.671 h = walking ------------------------------------------------------- 0.032 0.828 0.794 0.795 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.563 0.717 a = climbing down 0.218 0.316 0.977 0.478 b = climbing up 0.000 1.000 0.202 0.336 c = jumping 0.073 0.693 0.805 0.745 d = lying 0.052 0.477 0.242 0.321 e = sitting 0.096 0.564 0.765 0.649 f = standing 0.023 0.893 0.973 0.931 g = running 0.002 0.843 0.048 0.091 h = walking ------------------------------------------------------- 0.059 0.693 0.594 0.550 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.876 0.695 0.775 a = climbing down 0.046 0.674 0.617 0.644 b = climbing up 0.000 1.000 0.756 0.861 c = jumping 0.006 0.970 0.930 0.949 d = lying 0.079 0.580 0.760 0.658 e = sitting 0.042 0.704 0.555 0.621 f = standing 0.007 0.962 0.993 0.977 g = running 0.067 0.677 0.845 0.752 h = walking ------------------------------------------------------- 0.035 0.788 0.777 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.085 0.532 0.828 0.647 a = climbing down 0.126 0.445 0.642 0.526 b = climbing up 0.000 1.000 0.797 0.887 c = jumping 0.001 0.994 0.991 0.993 d = lying 0.135 0.527 0.957 0.680 e = sitting 0.007 0.780 0.158 0.263 f = standing 0.004 0.981 1.000 0.990 g = running 0.017 0.644 0.163 0.260 h = walking ------------------------------------------------------- 0.049 0.721 0.675 0.633 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.071 0.523 0.676 0.589 a = climbing down 0.155 0.466 0.685 0.555 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.002 0.989 0.982 0.986 d = lying 0.130 0.448 0.833 0.583 e = sitting 0.024 0.470 0.142 0.218 f = standing 0.003 0.985 0.999 0.992 g = running 0.019 0.535 0.126 0.204 h = walking ------------------------------------------------------- 0.054 0.659 0.650 0.613 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.062 0.411 0.640 0.500 a = climbing down 0.196 0.293 0.511 0.373 b = climbing up 0.002 0.915 0.881 0.898 c = jumping 0.001 0.996 0.862 0.924 d = lying 0.062 0.704 0.809 0.753 e = sitting 0.060 0.616 0.612 0.614 f = standing 0.044 0.802 0.992 0.887 g = running 0.002 0.267 0.003 0.006 h = walking ------------------------------------------------------- 0.056 0.607 0.628 0.586 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.710 0.855 0.776 a = climbing down 0.098 0.519 0.696 0.595 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.041 0.801 0.958 0.873 d = lying 0.069 0.613 0.641 0.627 e = sitting 0.047 0.641 0.485 0.552 f = standing 0.000 0.998 0.987 0.992 g = running 0.011 0.891 0.504 0.644 h = walking ------------------------------------------------------- 0.042 0.752 0.736 0.731 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.002 0.977 0.726 0.833 a = climbing down 0.130 0.533 0.957 0.685 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.019 0.862 0.653 0.743 d = lying 0.069 0.535 0.433 0.479 e = sitting 0.148 0.335 0.484 0.396 f = standing 0.003 0.981 0.991 0.986 g = running 0.010 0.891 0.461 0.608 h = walking ------------------------------------------------------- 0.053 0.734 0.672 0.678 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.158 0.491 0.970 0.652 a = climbing down 0.017 0.413 0.382 0.397 b = climbing up 0.000 0.987 0.980 0.984 c = jumping 0.014 0.943 0.956 0.950 d = lying 0.030 0.870 0.974 0.919 e = sitting 0.010 0.941 0.793 0.860 f = standing 0.004 0.965 0.997 0.980 g = running 0.006 0.888 0.230 0.366 h = walking ------------------------------------------------------- 0.033 0.847 0.794 0.774 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.967 0.960 a = climbing down 0.026 0.835 0.872 0.853 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.033 0.827 0.955 0.886 d = lying 0.034 0.811 0.962 0.880 e = sitting 0.009 0.934 0.757 0.836 f = standing 0.002 0.990 0.862 0.922 g = running 0.017 0.906 0.879 0.893 h = walking ------------------------------------------------------- 0.017 0.898 0.891 0.891 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.082 0.596 0.795 0.681 a = climbing down 0.048 0.765 0.872 0.815 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.029 0.821 0.806 0.814 d = lying 0.093 0.538 0.938 0.684 e = sitting 0.027 0.745 0.556 0.637 f = standing 0.002 0.990 0.759 0.859 g = running 0.003 0.961 0.507 0.664 h = walking ------------------------------------------------------- 0.036 0.799 0.752 0.754 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.118 0.485 0.953 0.643 a = climbing down 0.024 0.816 0.821 0.818 b = climbing up 0.000 0.993 0.960 0.976 c = jumping 0.020 0.828 0.647 0.726 d = lying 0.076 0.608 0.861 0.713 e = sitting 0.057 0.680 0.815 0.741 f = standing 0.013 0.945 0.728 0.823 g = running 0.006 0.893 0.310 0.460 h = walking ------------------------------------------------------- 0.038 0.786 0.724 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.039 0.752 0.896 0.818 a = climbing down 0.065 0.566 0.600 0.582 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.031 0.832 0.784 0.807 d = lying 0.036 0.759 0.720 0.739 e = sitting 0.076 0.604 0.661 0.631 f = standing 0.001 0.996 0.999 0.998 g = running 0.029 0.762 0.601 0.672 h = walking ------------------------------------------------------- 0.038 0.765 0.761 0.760 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.160 0.377 0.767 0.506 a = climbing down 0.020 0.799 0.505 0.619 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.016 0.868 0.648 0.742 d = lying 0.028 0.664 0.396 0.496 e = sitting 0.141 0.494 0.799 0.611 f = standing 0.004 0.982 0.957 0.970 g = running 0.029 0.706 0.397 0.508 h = walking ------------------------------------------------------- 0.052 0.720 0.653 0.656 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.046 0.694 0.945 0.801 a = climbing down 0.108 0.599 0.541 0.568 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.051 0.605 0.574 0.589 d = lying 0.026 0.755 0.781 0.768 e = sitting 0.123 0.483 0.700 0.571 f = standing 0.031 0.837 0.972 0.899 g = running 0.025 0.722 0.361 0.481 h = walking ------------------------------------------------------- 0.051 0.587 0.609 0.585 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.849 0.881 a = climbing down 0.023 0.823 0.817 0.820 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.006 0.965 0.978 0.971 d = lying 0.025 0.829 0.707 0.763 e = sitting 0.054 0.724 0.854 0.783 f = standing 0.000 0.999 0.956 0.977 g = running 0.028 0.842 0.903 0.872 h = walking ------------------------------------------------------- 0.020 0.878 0.874 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.824 0.928 0.873 a = climbing down 0.017 0.797 0.544 0.646 b = climbing up 0.000 1.000 0.590 0.742 c = jumping 0.034 0.813 0.752 0.781 d = lying 0.031 0.637 0.283 0.392 e = sitting 0.144 0.488 0.856 0.622 f = standing 0.016 0.922 0.982 0.951 g = running 0.043 0.800 0.908 0.851 h = walking ------------------------------------------------------- 0.043 0.759 0.741 0.727 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.886 0.701 0.783 a = climbing down 0.050 0.726 0.804 0.763 b = climbing up 0.000 0.993 0.869 0.927 c = jumping 0.006 0.958 0.675 0.792 d = lying 0.053 0.675 0.779 0.723 e = sitting 0.084 0.595 0.704 0.645 f = standing 0.004 0.980 0.996 0.988 g = running 0.034 0.804 0.866 0.833 h = walking ------------------------------------------------------- 0.034 0.810 0.792 0.794 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.790 0.857 a = climbing down 0.067 0.676 0.924 0.781 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.005 0.970 0.986 0.978 d = lying 0.095 0.599 0.940 0.731 e = sitting 0.010 0.877 0.411 0.560 f = standing 0.003 0.984 1.000 0.992 g = running 0.009 0.938 0.755 0.837 h = walking ------------------------------------------------------- 0.026 0.863 0.830 0.825 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.957 0.549 0.698 a = climbing down 0.137 0.520 0.919 0.664 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.992 0.891 0.939 d = lying 0.127 0.445 0.824 0.578 e = sitting 0.034 0.557 0.219 0.314 f = standing 0.014 0.929 1.000 0.963 g = running 0.022 0.788 0.489 0.603 h = walking ------------------------------------------------------- 0.044 0.753 0.706 0.693 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.276 0.186 0.932 0.310 a = climbing down 0.018 0.666 0.236 0.348 b = climbing up 0.000 0.982 0.970 0.976 c = jumping 0.011 0.943 0.981 0.962 d = lying 0.063 0.715 0.895 0.795 e = sitting 0.017 0.864 0.609 0.715 f = standing 0.005 0.972 0.993 0.982 g = running 0.002 0.154 0.002 0.003 h = walking ------------------------------------------------------- 0.035 0.681 0.642 0.614 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.047 0.671 0.822 0.738 a = climbing down 0.190 0.392 0.841 0.535 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.106 0.384 0.372 0.378 d = lying 0.059 0.601 0.627 0.614 e = sitting 0.117 0.368 0.344 0.356 f = standing 0.012 0.927 0.817 0.868 g = running 0.004 0.866 0.158 0.268 h = walking ------------------------------------------------------- 0.067 0.526 0.498 0.470 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.113 0.484 0.886 0.626 a = climbing down 0.111 0.575 0.886 0.697 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.014 0.924 0.984 0.953 d = lying 0.104 0.471 0.474 0.473 e = sitting 0.090 0.281 0.247 0.263 f = standing 0.003 0.976 0.613 0.753 g = running 0.003 0.925 0.249 0.392 h = walking ------------------------------------------------------- 0.059 0.681 0.621 0.605 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.171 0.425 0.929 0.583 a = climbing down 0.019 0.809 0.574 0.672 b = climbing up 0.007 0.744 0.970 0.842 c = jumping 0.088 0.621 0.891 0.732 d = lying 0.001 0.996 0.981 0.989 e = sitting 0.020 0.819 0.498 0.619 f = standing 0.002 0.989 0.952 0.970 g = running 0.009 0.834 0.257 0.392 h = walking ------------------------------------------------------- 0.040 0.795 0.724 0.712 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.896 0.914 0.905 a = climbing down 0.063 0.685 0.903 0.779 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.983 0.971 0.977 d = lying 0.038 0.799 0.942 0.865 e = sitting 0.011 0.912 0.845 0.877 f = standing 0.001 0.995 0.903 0.947 g = running 0.011 0.921 0.677 0.780 h = walking ------------------------------------------------------- 0.019 0.893 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.013 0.789 0.295 0.429 a = climbing down 0.188 0.483 0.964 0.643 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.003 0.980 0.850 0.910 d = lying 0.082 0.574 0.947 0.715 e = sitting 0.023 0.811 0.697 0.750 f = standing 0.002 0.989 0.738 0.845 g = running 0.016 0.825 0.518 0.636 h = walking ------------------------------------------------------- 0.045 0.796 0.718 0.715 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.179 0.386 0.926 0.545 a = climbing down 0.025 0.812 0.773 0.792 b = climbing up 0.000 1.000 0.755 0.860 c = jumping 0.016 0.882 0.709 0.786 d = lying 0.067 0.639 0.920 0.754 e = sitting 0.055 0.633 0.678 0.655 f = standing 0.005 0.982 0.846 0.909 g = running 0.009 0.068 0.004 0.007 h = walking ------------------------------------------------------- 0.041 0.664 0.687 0.653 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.041 0.726 0.797 0.759 a = climbing down 0.082 0.552 0.715 0.623 b = climbing up 0.000 0.982 0.964 0.973 c = jumping 0.071 0.672 0.853 0.752 d = lying 0.060 0.715 0.951 0.816 e = sitting 0.014 0.809 0.339 0.478 f = standing 0.002 0.991 0.987 0.989 g = running 0.035 0.706 0.484 0.574 h = walking ------------------------------------------------------- 0.041 0.752 0.736 0.722 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.084 0.602 0.906 0.724 a = climbing down 0.011 0.891 0.580 0.703 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.019 0.861 0.877 0.869 d = lying 0.039 0.760 0.809 0.784 e = sitting 0.043 0.732 0.686 0.708 f = standing 0.004 0.979 0.982 0.980 g = running 0.030 0.796 0.718 0.755 h = walking ------------------------------------------------------- 0.031 0.816 0.799 0.798 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.689 0.873 0.770 a = climbing down 0.090 0.653 0.548 0.596 b = climbing up 0.000 1.000 0.678 0.808 c = jumping 0.065 0.613 0.685 0.647 d = lying 0.023 0.812 0.970 0.884 e = sitting 0.093 0.569 0.719 0.635 f = standing 0.024 0.855 0.855 0.855 g = running 0.013 0.886 0.581 0.702 h = walking ------------------------------------------------------- 0.054 0.723 0.709 0.707 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.960 0.638 0.767 a = climbing down 0.150 0.466 0.959 0.627 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.008 0.951 0.970 0.960 d = lying 0.048 0.782 0.925 0.847 e = sitting 0.026 0.801 0.819 0.810 f = standing 0.008 0.956 0.812 0.878 g = running 0.005 0.928 0.357 0.516 h = walking ------------------------------------------------------- 0.032 0.849 0.783 0.781 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.799 0.851 a = climbing down 0.040 0.718 0.852 0.779 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.010 0.879 0.426 0.574 d = lying 0.030 0.797 0.624 0.700 e = sitting 0.155 0.463 0.847 0.598 f = standing 0.013 0.933 0.981 0.956 g = running 0.013 0.922 0.833 0.875 h = walking ------------------------------------------------------- 0.037 0.814 0.765 0.767 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.039 0.672 0.639 0.655 a = climbing down 0.057 0.710 0.802 0.753 b = climbing up 0.000 1.000 0.943 0.971 c = jumping 0.002 0.966 0.388 0.553 d = lying 0.047 0.767 0.877 0.819 e = sitting 0.094 0.523 0.803 0.633 f = standing 0.004 0.973 0.844 0.904 g = running 0.044 0.786 0.824 0.805 h = walking ------------------------------------------------------- 0.039 0.788 0.751 0.747 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.866 0.635 0.733 a = climbing down 0.094 0.595 0.920 0.723 b = climbing up 0.000 0.981 0.836 0.903 c = jumping 0.003 0.982 0.968 0.975 d = lying 0.072 0.682 0.904 0.778 e = sitting 0.019 0.825 0.556 0.665 f = standing 0.008 0.954 0.997 0.975 g = running 0.026 0.795 0.562 0.659 h = walking ------------------------------------------------------- 0.033 0.820 0.797 0.792 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.862 0.669 0.754 a = climbing down 0.122 0.525 0.864 0.653 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.000 0.999 0.913 0.954 d = lying 0.096 0.657 0.936 0.772 e = sitting 0.021 0.760 0.404 0.528 f = standing 0.009 0.947 0.999 0.973 g = running 0.026 0.755 0.440 0.556 h = walking ------------------------------------------------------- 0.042 0.787 0.756 0.746 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.166 0.206 0.626 0.310 a = climbing down 0.007 0.901 0.448 0.599 b = climbing up 0.000 1.000 0.941 0.970 c = jumping 0.010 0.946 0.955 0.951 d = lying 0.011 0.943 0.960 0.951 e = sitting 0.010 0.937 0.895 0.916 f = standing 0.074 0.719 0.998 0.836 g = running 0.002 0.968 0.237 0.381 h = walking ------------------------------------------------------- 0.028 0.860 0.748 0.747 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.828 0.757 0.791 a = climbing down 0.179 0.425 0.873 0.572 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.003 0.980 0.931 0.955 d = lying 0.034 0.776 0.727 0.751 e = sitting 0.049 0.725 0.846 0.780 f = standing 0.003 0.982 0.918 0.949 g = running 0.008 0.767 0.144 0.242 h = walking ------------------------------------------------------- 0.040 0.795 0.741 0.724 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.073 0.534 0.682 0.599 a = climbing down 0.091 0.638 0.926 0.755 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.006 0.969 0.973 0.971 d = lying 0.097 0.312 0.363 0.335 e = sitting 0.083 0.507 0.436 0.469 f = standing 0.014 0.883 0.608 0.720 g = running 0.010 0.919 0.653 0.764 h = walking ------------------------------------------------------- 0.050 0.706 0.676 0.678 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.225 0.365 0.955 0.528 a = climbing down 0.007 0.910 0.501 0.646 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.025 0.814 0.677 0.739 d = lying 0.012 0.929 0.979 0.953 e = sitting 0.054 0.729 0.794 0.760 f = standing 0.003 0.985 0.998 0.992 g = running 0.007 0.619 0.060 0.109 h = walking ------------------------------------------------------- 0.043 0.775 0.710 0.683 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.072 0.623 0.923 0.744 a = climbing down 0.074 0.590 0.693 0.637 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.012 0.926 0.943 0.935 d = lying 0.023 0.871 0.958 0.912 e = sitting 0.024 0.833 0.897 0.863 f = standing 0.000 0.999 0.803 0.890 g = running 0.006 0.946 0.528 0.678 h = walking ------------------------------------------------------- 0.027 0.845 0.815 0.815 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.165 0.402 0.689 0.508 a = climbing down 0.059 0.723 0.843 0.778 b = climbing up 0.000 0.974 0.735 0.838 c = jumping 0.013 0.910 0.873 0.891 d = lying 0.123 0.468 0.933 0.623 e = sitting 0.026 0.753 0.564 0.645 f = standing 0.006 0.961 0.579 0.722 g = running 0.022 0.043 0.007 0.012 h = walking ------------------------------------------------------- 0.054 0.647 0.639 0.615 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.144 0.431 0.930 0.589 a = climbing down 0.015 0.875 0.690 0.772 b = climbing up 0.000 0.992 0.676 0.804 c = jumping 0.033 0.777 0.757 0.767 d = lying 0.058 0.670 0.870 0.757 e = sitting 0.030 0.753 0.617 0.679 f = standing 0.024 0.912 0.878 0.895 g = running 0.018 0.728 0.283 0.407 h = walking ------------------------------------------------------- 0.040 0.764 0.718 0.713 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.711 0.896 0.793 a = climbing down 0.050 0.697 0.807 0.748 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.030 0.831 0.794 0.812 d = lying 0.016 0.890 0.911 0.900 e = sitting 0.045 0.739 0.752 0.745 f = standing 0.005 0.977 0.994 0.986 g = running 0.010 0.916 0.601 0.726 h = walking ------------------------------------------------------- 0.026 0.720 0.719 0.714 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.109 0.420 0.555 0.478 a = climbing down 0.054 0.676 0.700 0.688 b = climbing up 0.000 0.993 0.888 0.938 c = jumping 0.048 0.722 0.894 0.799 d = lying 0.026 0.765 0.547 0.638 e = sitting 0.080 0.587 0.651 0.617 f = standing 0.003 0.985 0.944 0.964 g = running 0.039 0.656 0.457 0.539 h = walking ------------------------------------------------------- 0.048 0.706 0.690 0.690 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.190 0.307 0.918 0.461 a = climbing down 0.062 0.707 0.488 0.578 b = climbing up 0.000 1.000 0.305 0.468 c = jumping 0.036 0.738 0.674 0.705 d = lying 0.026 0.756 0.778 0.767 e = sitting 0.128 0.495 0.729 0.590 f = standing 0.022 0.834 0.666 0.740 g = running 0.009 0.775 0.175 0.285 h = walking ------------------------------------------------------- 0.061 0.685 0.588 0.583 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.659 0.785 a = climbing down 0.041 0.733 0.874 0.797 b = climbing up 0.000 0.982 0.960 0.971 c = jumping 0.009 0.947 0.985 0.966 d = lying 0.085 0.603 0.917 0.728 e = sitting 0.021 0.864 0.720 0.786 f = standing 0.001 0.993 0.756 0.859 g = running 0.036 0.803 0.896 0.847 h = walking ------------------------------------------------------- 0.025 0.859 0.829 0.831 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.830 0.787 0.808 a = climbing down 0.083 0.575 0.926 0.709 b = climbing up 0.000 0.993 0.955 0.974 c = jumping 0.023 0.775 0.445 0.566 d = lying 0.041 0.771 0.740 0.756 e = sitting 0.122 0.509 0.755 0.608 f = standing 0.008 0.959 0.996 0.977 g = running 0.007 0.935 0.544 0.688 h = walking ------------------------------------------------------- 0.041 0.779 0.737 0.735 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.776 0.599 0.676 a = climbing down 0.022 0.774 0.421 0.546 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.008 0.919 0.535 0.676 d = lying 0.039 0.766 0.825 0.794 e = sitting 0.093 0.570 0.770 0.655 f = standing 0.004 0.977 0.945 0.961 g = running 0.132 0.569 0.938 0.709 h = walking ------------------------------------------------------- 0.046 0.768 0.727 0.722 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.066 0.549 0.619 0.582 a = climbing down 0.145 0.501 0.925 0.650 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.003 0.982 0.967 0.974 d = lying 0.083 0.540 0.659 0.594 e = sitting 0.052 0.602 0.470 0.528 f = standing 0.012 0.937 1.000 0.968 g = running 0.002 0.925 0.122 0.215 h = walking ------------------------------------------------------- 0.048 0.740 0.685 0.654 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.937 0.604 0.735 a = climbing down 0.158 0.463 0.959 0.624 b = climbing up 0.005 0.825 1.000 0.904 c = jumping 0.001 0.996 0.902 0.947 d = lying 0.126 0.584 0.869 0.698 e = sitting 0.040 0.601 0.322 0.420 f = standing 0.003 0.980 0.967 0.973 g = running 0.008 0.854 0.285 0.427 h = walking ------------------------------------------------------- 0.050 0.765 0.704 0.687 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.086 0.438 0.903 0.590 a = climbing down 0.156 0.315 0.501 0.387 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.007 0.963 0.962 0.962 d = lying 0.172 0.484 0.980 0.648 e = sitting 0.006 0.610 0.053 0.098 f = standing 0.012 0.937 0.992 0.964 g = running 0.013 0.167 0.013 0.025 h = walking ------------------------------------------------------- 0.056 0.584 0.602 0.525 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.737 0.721 0.729 a = climbing down 0.130 0.492 0.754 0.595 b = climbing up 0.000 0.994 0.953 0.973 c = jumping 0.009 0.947 0.917 0.932 d = lying 0.018 0.692 0.288 0.407 e = sitting 0.117 0.546 0.881 0.675 f = standing 0.001 0.992 0.952 0.972 g = running 0.027 0.698 0.356 0.471 h = walking ------------------------------------------------------- 0.047 0.740 0.709 0.697 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.086 0.528 0.807 0.638 a = climbing down 0.079 0.611 0.737 0.668 b = climbing up 0.000 1.000 0.723 0.839 c = jumping 0.023 0.880 0.978 0.927 d = lying 0.126 0.392 0.522 0.448 e = sitting 0.055 0.451 0.242 0.315 f = standing 0.023 0.879 0.980 0.927 g = running 0.020 0.719 0.296 0.419 h = walking ------------------------------------------------------- 0.056 0.649 0.644 0.622 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.170 0.431 0.929 0.589 a = climbing down 0.009 0.764 0.213 0.334 b = climbing up 0.003 0.865 0.994 0.925 c = jumping 0.099 0.621 0.987 0.762 d = lying 0.043 0.787 0.958 0.864 e = sitting 0.006 0.769 0.124 0.213 f = standing 0.005 0.975 0.979 0.977 g = running 0.033 0.734 0.486 0.585 h = walking ------------------------------------------------------- 0.048 0.738 0.681 0.636 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.865 0.849 0.857 a = climbing down 0.036 0.753 0.715 0.734 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.011 0.937 0.989 0.962 d = lying 0.021 0.863 0.834 0.848 e = sitting 0.012 0.898 0.791 0.841 f = standing 0.017 0.923 0.980 0.951 g = running 0.038 0.810 0.857 0.833 h = walking ------------------------------------------------------- 0.022 0.869 0.869 0.868 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.781 0.637 0.702 a = climbing down 0.146 0.530 0.916 0.672 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.005 0.967 0.871 0.916 d = lying 0.133 0.414 0.815 0.549 e = sitting 0.035 0.573 0.369 0.449 f = standing 0.001 0.994 0.713 0.831 g = running 0.007 0.896 0.401 0.554 h = walking ------------------------------------------------------- 0.046 0.771 0.691 0.695 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.087 0.551 0.929 0.692 a = climbing down 0.013 0.895 0.777 0.832 b = climbing up 0.000 1.000 0.689 0.816 c = jumping 0.041 0.742 0.805 0.772 d = lying 0.044 0.740 0.881 0.805 e = sitting 0.045 0.693 0.660 0.676 f = standing 0.010 0.962 0.857 0.907 g = running 0.026 0.759 0.485 0.592 h = walking ------------------------------------------------------- 0.033 0.791 0.768 0.768 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.069 0.608 0.871 0.716 a = climbing down 0.046 0.664 0.672 0.668 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.016 0.913 0.958 0.935 d = lying 0.020 0.869 0.860 0.865 e = sitting 0.029 0.829 0.794 0.811 f = standing 0.002 0.991 1.000 0.995 g = running 0.011 0.918 0.632 0.748 h = walking ------------------------------------------------------- 0.025 0.846 0.831 0.832 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.007 0.811 0.232 0.361 a = climbing down 0.237 0.355 0.835 0.498 b = climbing up 0.021 0.490 0.965 0.650 c = jumping 0.007 0.939 0.863 0.899 d = lying 0.067 0.681 0.739 0.709 e = sitting 0.063 0.606 0.615 0.611 f = standing 0.002 0.988 0.828 0.901 g = running 0.044 0.082 0.025 0.038 h = walking ------------------------------------------------------- 0.060 0.640 0.611 0.588 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.047 0.607 0.781 0.683 a = climbing down 0.164 0.556 0.669 0.607 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.040 0.718 0.673 0.694 d = lying 0.028 0.752 0.816 0.783 e = sitting 0.099 0.552 0.707 0.620 f = standing 0.060 0.727 0.977 0.834 g = running 0.001 0.794 0.022 0.043 h = walking ------------------------------------------------------- 0.055 0.588 0.581 0.533 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.939 0.817 0.874 a = climbing down 0.104 0.564 0.965 0.712 b = climbing up 0.033 0.378 1.000 0.549 c = jumping 0.008 0.953 0.996 0.974 d = lying 0.098 0.497 0.573 0.532 e = sitting 0.088 0.535 0.566 0.550 f = standing 0.000 1.000 0.606 0.755 g = running 0.002 0.977 0.489 0.651 h = walking ------------------------------------------------------- 0.043 0.775 0.704 0.709 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.062 0.635 0.960 0.764 a = climbing down 0.100 0.335 0.514 0.406 b = climbing up 0.000 0.989 0.967 0.978 c = jumping 0.025 0.850 0.805 0.827 d = lying 0.103 0.499 0.552 0.524 e = sitting 0.097 0.478 0.451 0.464 f = standing 0.002 0.990 0.973 0.981 g = running 0.000 0.996 0.393 0.564 h = walking ------------------------------------------------------- 0.051 0.715 0.662 0.663 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.037 0.686 0.679 0.683 a = climbing down 0.035 0.558 0.300 0.390 b = climbing up 0.000 1.000 0.695 0.820 c = jumping 0.004 0.976 0.898 0.935 d = lying 0.070 0.634 0.652 0.643 e = sitting 0.074 0.574 0.599 0.586 f = standing 0.010 0.937 0.846 0.889 g = running 0.112 0.595 0.913 0.721 h = walking ------------------------------------------------------- 0.049 0.717 0.707 0.701 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.751 0.796 0.773 a = climbing down 0.058 0.688 0.825 0.750 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.001 0.996 0.990 0.993 d = lying 0.078 0.668 0.785 0.722 e = sitting 0.040 0.652 0.504 0.568 f = standing 0.004 0.976 1.000 0.988 g = running 0.011 0.925 0.722 0.811 h = walking ------------------------------------------------------- 0.031 0.817 0.810 0.809 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.795 0.504 0.617 a = climbing down 0.227 0.421 0.919 0.577 b = climbing up 0.000 1.000 0.809 0.895 c = jumping 0.001 0.995 0.961 0.978 d = lying 0.140 0.541 0.910 0.679 e = sitting 0.020 0.319 0.068 0.113 f = standing 0.006 0.968 0.999 0.983 g = running 0.003 0.681 0.037 0.071 h = walking ------------------------------------------------------- 0.061 0.683 0.650 0.586 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.051 0.530 0.857 0.655 a = climbing down 0.167 0.371 0.627 0.466 b = climbing up 0.000 0.992 0.926 0.958 c = jumping 0.000 0.998 0.895 0.944 d = lying 0.061 0.733 0.910 0.812 e = sitting 0.034 0.741 0.619 0.674 f = standing 0.018 0.912 0.998 0.953 g = running 0.001 0.970 0.149 0.258 h = walking ------------------------------------------------------- 0.043 0.789 0.711 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.060 0.657 0.909 0.763 a = climbing down 0.145 0.418 0.697 0.522 b = climbing up 0.000 1.000 0.585 0.738 c = jumping 0.014 0.921 0.989 0.954 d = lying 0.075 0.515 0.476 0.494 e = sitting 0.077 0.552 0.587 0.569 f = standing 0.010 0.948 0.970 0.959 g = running 0.002 0.909 0.105 0.188 h = walking ------------------------------------------------------- 0.051 0.720 0.667 0.637 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.068 0.475 0.525 0.499 a = climbing down 0.174 0.433 0.810 0.565 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.004 0.978 0.979 0.979 d = lying 0.061 0.578 0.485 0.527 e = sitting 0.083 0.571 0.602 0.586 f = standing 0.019 0.863 0.704 0.775 g = running 0.043 0.301 0.110 0.161 h = walking ------------------------------------------------------- 0.063 0.613 0.612 0.596 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.249 0.349 0.980 0.514 a = climbing down 0.004 0.935 0.431 0.590 b = climbing up 0.001 0.964 0.964 0.964 c = jumping 0.011 0.833 0.329 0.472 d = lying 0.011 0.931 0.942 0.937 e = sitting 0.106 0.609 0.901 0.727 f = standing 0.010 0.946 0.995 0.970 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.049 0.696 0.693 0.647 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.874 0.957 0.914 a = climbing down 0.031 0.797 0.785 0.791 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.008 0.952 0.949 0.950 d = lying 0.022 0.838 0.747 0.790 e = sitting 0.010 0.923 0.906 0.914 f = standing 0.040 0.828 0.909 0.867 g = running 0.022 0.873 0.825 0.848 h = walking ------------------------------------------------------- 0.022 0.871 0.870 0.869 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.802 0.678 0.735 a = climbing down 0.123 0.587 0.974 0.733 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.014 0.905 0.916 0.911 d = lying 0.129 0.454 0.931 0.610 e = sitting 0.014 0.823 0.454 0.586 f = standing 0.002 0.992 0.688 0.813 g = running 0.004 0.945 0.434 0.595 h = walking ------------------------------------------------------- 0.040 0.811 0.729 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.089 0.541 0.917 0.681 a = climbing down 0.026 0.813 0.851 0.831 b = climbing up 0.000 0.992 0.747 0.852 c = jumping 0.017 0.876 0.825 0.850 d = lying 0.056 0.709 0.934 0.806 e = sitting 0.031 0.783 0.774 0.779 f = standing 0.007 0.972 0.845 0.904 g = running 0.010 0.881 0.432 0.579 h = walking ------------------------------------------------------- 0.029 0.827 0.793 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.872 0.854 0.863 a = climbing down 0.086 0.548 0.771 0.641 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.027 0.848 0.931 0.887 d = lying 0.020 0.847 0.728 0.783 e = sitting 0.054 0.735 0.756 0.746 f = standing 0.002 0.991 0.983 0.987 g = running 0.026 0.801 0.574 0.669 h = walking ------------------------------------------------------- 0.031 0.815 0.801 0.802 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.043 0.721 0.824 0.769 a = climbing down 0.020 0.855 0.741 0.794 b = climbing up 0.000 1.000 0.855 0.922 c = jumping 0.020 0.854 0.866 0.860 d = lying 0.036 0.781 0.717 0.748 e = sitting 0.064 0.656 0.729 0.690 f = standing 0.006 0.972 0.948 0.960 g = running 0.027 0.834 0.854 0.844 h = walking ------------------------------------------------------- 0.030 0.819 0.814 0.815 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.709 0.951 0.812 a = climbing down 0.080 0.677 0.538 0.599 b = climbing up 0.000 1.000 0.661 0.796 c = jumping 0.035 0.730 0.677 0.703 d = lying 0.023 0.756 0.684 0.718 e = sitting 0.118 0.538 0.790 0.640 f = standing 0.019 0.896 0.960 0.927 g = running 0.036 0.724 0.552 0.626 h = walking ------------------------------------------------------- 0.054 0.718 0.707 0.703 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.810 0.873 a = climbing down 0.042 0.722 0.853 0.782 b = climbing up 0.000 1.000 0.950 0.975 c = jumping 0.008 0.952 0.985 0.968 d = lying 0.069 0.670 0.812 0.735 e = sitting 0.037 0.776 0.751 0.763 f = standing 0.002 0.989 0.807 0.889 g = running 0.027 0.836 0.823 0.830 h = walking ------------------------------------------------------- 0.026 0.849 0.835 0.838 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.858 0.896 0.877 a = climbing down 0.057 0.645 0.882 0.745 b = climbing up 0.000 1.000 0.915 0.956 c = jumping 0.014 0.894 0.688 0.777 d = lying 0.039 0.498 0.215 0.300 e = sitting 0.180 0.463 0.812 0.590 f = standing 0.013 0.936 0.986 0.960 g = running 0.006 0.947 0.633 0.759 h = walking ------------------------------------------------------- 0.048 0.752 0.721 0.711 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.054 0.380 0.277 0.320 a = climbing down 0.234 0.395 0.859 0.541 b = climbing up 0.007 0.762 0.966 0.852 c = jumping 0.013 0.825 0.362 0.503 d = lying 0.067 0.571 0.601 0.585 e = sitting 0.158 0.391 0.613 0.477 f = standing 0.001 0.988 0.632 0.771 g = running 0.021 0.669 0.218 0.329 h = walking ------------------------------------------------------- 0.078 0.616 0.523 0.515 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.788 0.867 a = climbing down 0.052 0.732 0.923 0.817 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.979 0.987 0.983 d = lying 0.099 0.610 0.934 0.738 e = sitting 0.011 0.841 0.371 0.515 f = standing 0.001 0.995 0.998 0.997 g = running 0.016 0.906 0.832 0.868 h = walking ------------------------------------------------------- 0.026 0.864 0.840 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.645 0.773 a = climbing down 0.121 0.527 0.912 0.668 b = climbing up 0.001 0.974 0.989 0.982 c = jumping 0.000 0.998 0.929 0.962 d = lying 0.156 0.540 0.944 0.687 e = sitting 0.019 0.526 0.123 0.199 f = standing 0.003 0.985 0.996 0.990 g = running 0.018 0.838 0.499 0.625 h = walking ------------------------------------------------------- 0.047 0.762 0.727 0.701 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.191 0.203 0.677 0.312 a = climbing down 0.021 0.569 0.191 0.286 b = climbing up 0.000 1.000 0.867 0.929 c = jumping 0.002 0.987 0.975 0.981 d = lying 0.078 0.685 0.904 0.780 e = sitting 0.017 0.860 0.566 0.683 f = standing 0.099 0.647 0.990 0.783 g = running 0.004 0.795 0.076 0.138 h = walking ------------------------------------------------------- 0.047 0.730 0.634 0.600 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.772 0.840 0.805 a = climbing down 0.051 0.664 0.700 0.681 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.008 0.952 0.962 0.957 d = lying 0.033 0.762 0.737 0.749 e = sitting 0.042 0.754 0.780 0.767 f = standing 0.003 0.986 0.989 0.988 g = running 0.021 0.866 0.761 0.810 h = walking ------------------------------------------------------- 0.026 0.835 0.833 0.833 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.102 0.462 0.682 0.551 a = climbing down 0.135 0.559 0.945 0.702 b = climbing up 0.001 0.957 0.918 0.938 c = jumping 0.012 0.940 0.973 0.956 d = lying 0.069 0.284 0.217 0.246 e = sitting 0.098 0.431 0.485 0.456 f = standing 0.014 0.864 0.494 0.628 g = running 0.002 0.977 0.421 0.588 h = walking ------------------------------------------------------- 0.057 0.681 0.625 0.617 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.044 0.723 0.867 0.788 a = climbing down 0.026 0.803 0.796 0.800 b = climbing up 0.001 0.940 0.945 0.943 c = jumping 0.170 0.513 0.988 0.676 d = lying 0.002 0.989 0.982 0.985 e = sitting 0.003 0.600 0.028 0.054 f = standing 0.005 0.972 0.993 0.982 g = running 0.017 0.885 0.739 0.805 h = walking ------------------------------------------------------- 0.039 0.785 0.769 0.725 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.898 0.911 0.904 a = climbing down 0.079 0.635 0.935 0.756 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.010 0.940 0.963 0.951 d = lying 0.030 0.839 0.987 0.907 e = sitting 0.006 0.959 0.920 0.939 f = standing 0.001 0.992 0.863 0.923 g = running 0.011 0.896 0.539 0.673 h = walking ------------------------------------------------------- 0.020 0.888 0.869 0.867 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.820 0.542 0.653 a = climbing down 0.073 0.698 0.964 0.810 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.012 0.918 0.801 0.855 d = lying 0.071 0.659 0.989 0.791 e = sitting 0.027 0.800 0.772 0.786 f = standing 0.001 0.996 0.754 0.858 g = running 0.023 0.837 0.816 0.826 h = walking ------------------------------------------------------- 0.030 0.832 0.806 0.804 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.167 0.408 0.934 0.568 a = climbing down 0.011 0.901 0.730 0.807 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.028 0.821 0.818 0.820 d = lying 0.053 0.696 0.945 0.802 e = sitting 0.030 0.763 0.673 0.715 f = standing 0.005 0.981 0.872 0.923 g = running 0.031 0.210 0.046 0.076 h = walking ------------------------------------------------------- 0.039 0.711 0.714 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.777 0.833 0.804 a = climbing down 0.076 0.575 0.716 0.638 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.090 0.637 0.845 0.726 d = lying 0.017 0.889 0.980 0.932 e = sitting 0.025 0.732 0.399 0.516 f = standing 0.001 0.994 0.986 0.990 g = running 0.024 0.827 0.630 0.716 h = walking ------------------------------------------------------- 0.034 0.679 0.674 0.665 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.170 0.416 0.898 0.569 a = climbing down 0.025 0.758 0.502 0.604 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.032 0.819 0.823 0.821 d = lying 0.015 0.884 0.769 0.823 e = sitting 0.060 0.671 0.741 0.704 f = standing 0.004 0.978 0.984 0.981 g = running 0.009 0.838 0.294 0.436 h = walking ------------------------------------------------------- 0.041 0.783 0.725 0.720 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.113 0.469 0.941 0.626 a = climbing down 0.068 0.699 0.521 0.597 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.047 0.562 0.411 0.475 d = lying 0.024 0.805 0.967 0.879 e = sitting 0.130 0.490 0.746 0.591 f = standing 0.035 0.771 0.731 0.750 g = running 0.021 0.765 0.403 0.528 h = walking ------------------------------------------------------- 0.062 0.665 0.622 0.609 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.017 0.808 0.550 0.655 a = climbing down 0.029 0.715 0.525 0.606 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.057 0.760 0.986 0.858 d = lying 0.030 0.813 0.854 0.833 e = sitting 0.034 0.694 0.596 0.641 f = standing 0.011 0.946 0.807 0.871 g = running 0.107 0.580 0.834 0.685 h = walking ------------------------------------------------------- 0.040 0.773 0.756 0.752 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.796 0.854 0.824 a = climbing down 0.007 0.872 0.407 0.555 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.006 0.954 0.683 0.796 d = lying 0.014 0.917 0.789 0.848 e = sitting 0.089 0.625 0.930 0.748 f = standing 0.004 0.978 0.998 0.987 g = running 0.061 0.746 0.962 0.840 h = walking ------------------------------------------------------- 0.029 0.849 0.822 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.779 0.552 0.646 a = climbing down 0.151 0.512 0.904 0.654 b = climbing up 0.001 0.948 0.544 0.692 c = jumping 0.015 0.792 0.358 0.493 d = lying 0.043 0.780 0.947 0.855 e = sitting 0.085 0.521 0.714 0.603 f = standing 0.018 0.904 0.936 0.919 g = running 0.023 0.787 0.444 0.568 h = walking ------------------------------------------------------- 0.049 0.736 0.692 0.680 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.034 0.735 0.725 0.730 a = climbing down 0.138 0.501 0.896 0.643 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.018 0.865 0.658 0.748 d = lying 0.075 0.643 0.901 0.750 e = sitting 0.067 0.538 0.468 0.500 f = standing 0.005 0.975 0.996 0.985 g = running 0.003 0.946 0.317 0.475 h = walking ------------------------------------------------------- 0.046 0.758 0.706 0.695 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.028 0.710 0.654 0.681 a = climbing down 0.170 0.448 0.954 0.610 b = climbing up 0.000 0.994 0.891 0.940 c = jumping 0.001 0.993 0.912 0.951 d = lying 0.118 0.620 0.968 0.756 e = sitting 0.011 0.825 0.316 0.457 f = standing 0.005 0.971 0.998 0.984 g = running 0.008 0.702 0.103 0.179 h = walking ------------------------------------------------------- 0.047 0.764 0.706 0.667 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.056 0.453 0.657 0.536 a = climbing down 0.128 0.310 0.395 0.347 b = climbing up 0.001 0.953 0.958 0.955 c = jumping 0.016 0.913 0.873 0.893 d = lying 0.032 0.837 0.991 0.907 e = sitting 0.015 0.904 0.782 0.839 f = standing 0.048 0.796 0.998 0.886 g = running 0.014 0.831 0.333 0.476 h = walking ------------------------------------------------------- 0.039 0.762 0.729 0.722 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.906 0.621 0.737 a = climbing down 0.136 0.515 0.926 0.661 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.006 0.966 0.905 0.934 d = lying 0.015 0.831 0.505 0.628 e = sitting 0.085 0.631 0.921 0.749 f = standing 0.000 0.999 0.957 0.978 g = running 0.030 0.709 0.404 0.515 h = walking ------------------------------------------------------- 0.038 0.801 0.757 0.753 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.040 0.735 0.904 0.811 a = climbing down 0.036 0.804 0.840 0.822 b = climbing up 0.004 0.815 0.898 0.854 c = jumping 0.010 0.939 0.843 0.889 d = lying 0.099 0.381 0.375 0.378 e = sitting 0.119 0.277 0.311 0.293 f = standing 0.006 0.965 0.874 0.917 g = running 0.016 0.899 0.796 0.844 h = walking ------------------------------------------------------- 0.044 0.729 0.714 0.720 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.009 0.935 0.905 0.920 a = climbing down 0.046 0.729 0.903 0.807 b = climbing up 0.008 0.722 0.950 0.820 c = jumping 0.044 0.807 0.993 0.891 d = lying 0.002 0.987 0.965 0.976 e = sitting 0.006 0.948 0.717 0.817 f = standing 0.002 0.988 0.950 0.968 g = running 0.014 0.910 0.759 0.828 h = walking ------------------------------------------------------- 0.017 0.899 0.887 0.887 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.947 0.930 a = climbing down 0.025 0.833 0.847 0.840 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.019 0.896 0.996 0.943 d = lying 0.032 0.822 0.935 0.875 e = sitting 0.009 0.936 0.786 0.855 f = standing 0.001 0.993 0.917 0.953 g = running 0.019 0.895 0.865 0.880 h = walking ------------------------------------------------------- 0.016 0.904 0.900 0.900 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.013 0.897 0.736 0.809 a = climbing down 0.120 0.582 0.946 0.720 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.003 0.975 0.797 0.877 d = lying 0.055 0.719 0.961 0.823 e = sitting 0.034 0.725 0.711 0.718 f = standing 0.001 0.997 0.873 0.931 g = running 0.011 0.856 0.440 0.581 h = walking ------------------------------------------------------- 0.033 0.834 0.795 0.794 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.138 0.452 0.958 0.614 a = climbing down 0.005 0.943 0.606 0.737 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.053 0.703 0.821 0.757 d = lying 0.044 0.704 0.794 0.747 e = sitting 0.055 0.565 0.496 0.528 f = standing 0.012 0.954 0.871 0.911 g = running 0.049 0.438 0.216 0.290 h = walking ------------------------------------------------------- 0.044 0.712 0.688 0.679 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.874 0.898 0.886 a = climbing down 0.046 0.708 0.809 0.755 b = climbing up 0.000 0.992 0.955 0.973 c = jumping 0.035 0.831 0.959 0.890 d = lying 0.023 0.870 0.963 0.914 e = sitting 0.010 0.923 0.677 0.781 f = standing 0.001 0.994 0.999 0.996 g = running 0.023 0.849 0.739 0.790 h = walking ------------------------------------------------------- 0.021 0.872 0.866 0.864 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.914 0.851 0.881 a = climbing down 0.018 0.843 0.617 0.712 b = climbing up 0.001 0.961 0.865 0.911 c = jumping 0.013 0.920 0.848 0.883 d = lying 0.049 0.718 0.847 0.777 e = sitting 0.040 0.709 0.627 0.665 f = standing 0.011 0.947 0.979 0.963 g = running 0.064 0.709 0.934 0.806 h = walking ------------------------------------------------------- 0.028 0.830 0.822 0.820 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.783 0.938 0.853 a = climbing down 0.067 0.704 0.526 0.602 b = climbing up 0.000 1.000 0.106 0.192 c = jumping 0.041 0.657 0.535 0.590 d = lying 0.030 0.772 0.981 0.864 e = sitting 0.120 0.511 0.751 0.608 f = standing 0.036 0.812 0.965 0.882 g = running 0.023 0.828 0.625 0.713 h = walking ------------------------------------------------------- 0.052 0.724 0.708 0.696 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.895 0.753 0.818 a = climbing down 0.037 0.756 0.817 0.785 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.004 0.977 0.995 0.986 d = lying 0.044 0.795 0.931 0.858 e = sitting 0.018 0.861 0.877 0.869 f = standing 0.001 0.995 0.817 0.897 g = running 0.033 0.826 0.882 0.853 h = walking ------------------------------------------------------- 0.020 0.881 0.873 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.906 0.911 0.908 a = climbing down 0.011 0.854 0.618 0.717 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.001 0.996 0.825 0.903 d = lying 0.021 0.845 0.587 0.693 e = sitting 0.105 0.583 0.909 0.711 f = standing 0.005 0.975 0.992 0.984 g = running 0.035 0.841 0.950 0.892 h = walking ------------------------------------------------------- 0.027 0.863 0.839 0.839 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.052 0.667 0.796 0.726 a = climbing down 0.015 0.816 0.425 0.559 b = climbing up 0.000 0.994 0.902 0.946 c = jumping 0.003 0.977 0.901 0.938 d = lying 0.042 0.804 0.951 0.872 e = sitting 0.015 0.864 0.733 0.793 f = standing 0.005 0.964 0.760 0.850 g = running 0.101 0.649 0.959 0.774 h = walking ------------------------------------------------------- 0.034 0.825 0.800 0.795 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.863 0.773 0.816 a = climbing down 0.041 0.771 0.876 0.820 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.001 0.993 0.987 0.990 d = lying 0.059 0.737 0.931 0.823 e = sitting 0.013 0.880 0.620 0.728 f = standing 0.001 0.993 1.000 0.996 g = running 0.015 0.916 0.869 0.892 h = walking ------------------------------------------------------- 0.020 0.884 0.876 0.874 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.918 0.645 0.757 a = climbing down 0.154 0.500 0.941 0.653 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.987 0.979 0.983 d = lying 0.094 0.658 0.980 0.787 e = sitting 0.004 0.912 0.328 0.482 f = standing 0.002 0.990 0.998 0.994 g = running 0.016 0.798 0.340 0.477 h = walking ------------------------------------------------------- 0.041 0.822 0.761 0.743 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.054 0.421 0.580 0.488 a = climbing down 0.159 0.337 0.533 0.413 b = climbing up 0.000 0.985 0.985 0.985 c = jumping 0.000 0.997 0.852 0.919 d = lying 0.011 0.941 0.969 0.955 e = sitting 0.027 0.849 0.956 0.899 f = standing 0.045 0.809 0.998 0.894 g = running 0.002 0.963 0.203 0.336 h = walking ------------------------------------------------------- 0.037 0.809 0.739 0.724 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.914 0.748 0.822 a = climbing down 0.096 0.592 0.925 0.722 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.011 0.937 0.966 0.951 d = lying 0.032 0.775 0.662 0.714 e = sitting 0.051 0.712 0.810 0.758 f = standing 0.003 0.984 0.976 0.980 g = running 0.008 0.930 0.610 0.737 h = walking ------------------------------------------------------- 0.029 0.843 0.818 0.818 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.055 0.630 0.771 0.693 a = climbing down 0.056 0.741 0.939 0.828 b = climbing up 0.002 0.894 0.980 0.935 c = jumping 0.015 0.916 0.919 0.917 d = lying 0.071 0.476 0.355 0.407 e = sitting 0.118 0.368 0.477 0.415 f = standing 0.003 0.972 0.675 0.797 g = running 0.013 0.916 0.804 0.856 h = walking ------------------------------------------------------- 0.045 0.731 0.711 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.032 0.801 0.949 0.869 a = climbing down 0.026 0.810 0.828 0.819 b = climbing up 0.011 0.665 0.964 0.787 c = jumping 0.049 0.786 0.989 0.876 d = lying 0.002 0.987 0.983 0.985 e = sitting 0.003 0.980 0.711 0.824 f = standing 0.002 0.989 0.932 0.960 g = running 0.016 0.894 0.754 0.818 h = walking ------------------------------------------------------- 0.018 0.892 0.879 0.878 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.024 0.841 0.986 0.908 a = climbing down 0.072 0.636 0.850 0.727 b = climbing up 0.003 0.895 1.000 0.945 c = jumping 0.017 0.902 0.976 0.938 d = lying 0.038 0.791 0.964 0.869 e = sitting 0.009 0.938 0.842 0.888 f = standing 0.001 0.996 0.826 0.903 g = running 0.011 0.904 0.545 0.680 h = walking ------------------------------------------------------- 0.022 0.868 0.849 0.846 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.611 0.716 a = climbing down 0.118 0.581 0.941 0.718 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.007 0.945 0.716 0.815 d = lying 0.084 0.628 0.982 0.766 e = sitting 0.035 0.744 0.752 0.748 f = standing 0.002 0.990 0.707 0.825 g = running 0.025 0.758 0.548 0.636 h = walking ------------------------------------------------------- 0.039 0.802 0.753 0.755 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.183 0.360 0.837 0.504 a = climbing down 0.025 0.827 0.852 0.839 b = climbing up 0.000 0.993 0.967 0.980 c = jumping 0.025 0.855 0.914 0.883 d = lying 0.063 0.647 0.892 0.750 e = sitting 0.033 0.742 0.666 0.702 f = standing 0.007 0.969 0.767 0.856 g = running 0.008 0.205 0.012 0.023 h = walking ------------------------------------------------------- 0.041 0.690 0.697 0.665 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.753 0.831 a = climbing down 0.116 0.520 0.903 0.660 b = climbing up 0.000 0.994 0.924 0.957 c = jumping 0.058 0.720 0.857 0.783 d = lying 0.042 0.769 0.885 0.823 e = sitting 0.033 0.702 0.463 0.558 f = standing 0.002 0.988 0.988 0.988 g = running 0.015 0.841 0.468 0.601 h = walking ------------------------------------------------------- 0.037 0.791 0.762 0.756 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.023 0.841 0.895 0.867 a = climbing down 0.018 0.880 0.856 0.868 b = climbing up 0.000 1.000 0.885 0.939 c = jumping 0.014 0.895 0.762 0.823 d = lying 0.030 0.801 0.832 0.816 e = sitting 0.061 0.672 0.746 0.707 f = standing 0.006 0.971 0.981 0.976 g = running 0.007 0.956 0.934 0.945 h = walking ------------------------------------------------------- 0.022 0.867 0.862 0.863 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.832 0.746 0.787 a = climbing down 0.203 0.279 0.257 0.268 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.096 0.512 0.735 0.603 d = lying 0.007 0.916 0.690 0.787 e = sitting 0.102 0.468 0.531 0.498 f = standing 0.155 0.509 0.982 0.670 g = running 0.003 0.857 0.108 0.192 h = walking ------------------------------------------------------- 0.098 0.581 0.516 0.480 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.022 0.835 0.855 0.845 a = climbing down 0.043 0.723 0.848 0.781 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.030 0.849 0.984 0.912 d = lying 0.043 0.801 0.936 0.863 e = sitting 0.013 0.875 0.725 0.793 f = standing 0.003 0.982 0.830 0.900 g = running 0.020 0.863 0.720 0.785 h = walking ------------------------------------------------------- 0.024 0.858 0.849 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.041 0.697 0.776 0.734 a = climbing down 0.019 0.802 0.622 0.701 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.012 0.929 0.858 0.892 d = lying 0.028 0.769 0.504 0.609 e = sitting 0.099 0.579 0.868 0.695 f = standing 0.029 0.868 0.985 0.922 g = running 0.023 0.866 0.812 0.838 h = walking ------------------------------------------------------- 0.034 0.800 0.784 0.781 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.040 0.687 0.631 0.658 a = climbing down 0.062 0.686 0.772 0.726 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.013 0.875 0.567 0.688 d = lying 0.032 0.813 0.865 0.839 e = sitting 0.074 0.550 0.704 0.618 f = standing 0.020 0.901 0.997 0.947 g = running 0.029 0.843 0.779 0.810 h = walking ------------------------------------------------------- 0.036 0.780 0.768 0.767 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.829 0.894 a = climbing down 0.036 0.797 0.948 0.866 b = climbing up 0.000 1.000 0.853 0.920 c = jumping 0.009 0.947 0.980 0.964 d = lying 0.045 0.773 0.916 0.839 e = sitting 0.016 0.873 0.676 0.762 f = standing 0.005 0.972 0.997 0.984 g = running 0.014 0.916 0.865 0.890 h = walking ------------------------------------------------------- 0.018 0.895 0.889 0.888 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.949 0.684 0.795 a = climbing down 0.123 0.530 0.943 0.679 b = climbing up 0.000 0.989 0.989 0.989 c = jumping 0.001 0.993 0.974 0.983 d = lying 0.115 0.622 0.975 0.759 e = sitting 0.007 0.890 0.317 0.468 f = standing 0.004 0.977 0.997 0.987 g = running 0.012 0.870 0.451 0.594 h = walking ------------------------------------------------------- 0.038 0.833 0.772 0.757 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.139 0.214 0.554 0.309 a = climbing down 0.085 0.318 0.272 0.293 b = climbing up 0.000 0.994 0.945 0.969 c = jumping 0.007 0.962 0.977 0.969 d = lying 0.008 0.956 0.980 0.968 e = sitting 0.004 0.974 0.921 0.947 f = standing 0.047 0.802 1.000 0.890 g = running 0.003 0.958 0.277 0.430 h = walking ------------------------------------------------------- 0.031 0.807 0.737 0.733 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.910 0.783 0.842 a = climbing down 0.055 0.703 0.901 0.790 b = climbing up 0.000 1.000 0.933 0.965 c = jumping 0.012 0.933 0.929 0.931 d = lying 0.035 0.735 0.687 0.710 e = sitting 0.051 0.716 0.813 0.761 f = standing 0.002 0.988 0.926 0.956 g = running 0.016 0.903 0.804 0.850 h = walking ------------------------------------------------------- 0.024 0.852 0.841 0.843 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.841 0.823 0.832 a = climbing down 0.042 0.791 0.936 0.857 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.013 0.861 0.443 0.585 d = lying 0.091 0.335 0.386 0.359 e = sitting 0.167 0.387 0.501 0.437 f = standing 0.007 0.960 0.923 0.941 g = running 0.012 0.929 0.867 0.897 h = walking ------------------------------------------------------- 0.052 0.737 0.701 0.706 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.183 0.418 0.972 0.584 a = climbing down 0.031 0.740 0.651 0.693 b = climbing up 0.022 0.488 1.000 0.656 c = jumping 0.001 0.995 0.978 0.986 d = lying 0.012 0.923 0.922 0.923 e = sitting 0.008 0.947 0.921 0.934 f = standing 0.007 0.956 0.857 0.903 g = running 0.004 0.627 0.040 0.075 h = walking ------------------------------------------------------- 0.031 0.806 0.761 0.728 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.133 0.466 0.975 0.631 a = climbing down 0.034 0.735 0.629 0.678 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.026 0.863 0.991 0.922 d = lying 0.018 0.885 0.903 0.894 e = sitting 0.023 0.848 0.808 0.827 f = standing 0.000 0.998 0.848 0.917 g = running 0.023 0.715 0.313 0.435 h = walking ------------------------------------------------------- 0.031 0.809 0.775 0.768 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.762 0.729 0.745 a = climbing down 0.080 0.672 0.924 0.778 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.953 0.821 0.882 d = lying 0.060 0.696 0.966 0.809 e = sitting 0.034 0.744 0.770 0.756 f = standing 0.000 0.999 0.788 0.881 g = running 0.012 0.875 0.591 0.705 h = walking ------------------------------------------------------- 0.030 0.830 0.803 0.804 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.157 0.417 0.967 0.582 a = climbing down 0.005 0.942 0.609 0.740 b = climbing up 0.000 1.000 0.587 0.740 c = jumping 0.063 0.645 0.775 0.704 d = lying 0.057 0.700 0.947 0.805 e = sitting 0.031 0.730 0.547 0.625 f = standing 0.018 0.929 0.815 0.868 g = running 0.029 0.529 0.188 0.278 h = walking ------------------------------------------------------- 0.044 0.729 0.685 0.673 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.011 0.874 0.590 0.705 a = climbing down 0.220 0.377 0.922 0.535 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.012 0.938 0.924 0.931 d = lying 0.013 0.912 0.924 0.918 e = sitting 0.018 0.890 0.873 0.881 f = standing 0.001 0.995 0.974 0.985 g = running 0.015 0.324 0.039 0.070 h = walking ------------------------------------------------------- 0.036 0.664 0.656 0.628 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.240 0.217 0.492 0.301 a = climbing down 0.049 0.486 0.299 0.370 b = climbing up 0.000 0.993 0.839 0.909 c = jumping 0.022 0.867 0.781 0.822 d = lying 0.053 0.566 0.478 0.519 e = sitting 0.110 0.452 0.580 0.508 f = standing 0.004 0.980 0.879 0.927 g = running 0.057 0.181 0.076 0.107 h = walking ------------------------------------------------------- 0.069 0.568 0.534 0.536 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.136 0.428 0.926 0.585 a = climbing down 0.076 0.660 0.498 0.568 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.088 0.554 0.693 0.616 d = lying 0.066 0.528 0.739 0.616 e = sitting 0.113 0.322 0.314 0.318 f = standing 0.024 0.863 0.968 0.912 g = running 0.011 0.514 0.071 0.126 h = walking ------------------------------------------------------- 0.064 0.484 0.526 0.468 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.774 0.854 a = climbing down 0.034 0.774 0.876 0.822 b = climbing up 0.000 0.983 0.989 0.986 c = jumping 0.003 0.980 0.980 0.980 d = lying 0.097 0.588 0.968 0.732 e = sitting 0.011 0.920 0.685 0.785 f = standing 0.001 0.997 0.787 0.880 g = running 0.026 0.849 0.874 0.862 h = walking ------------------------------------------------------- 0.023 0.879 0.846 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.007 0.932 0.860 0.895 a = climbing down 0.013 0.871 0.859 0.865 b = climbing up 0.000 0.987 0.968 0.977 c = jumping 0.006 0.962 0.813 0.881 d = lying 0.025 0.812 0.576 0.674 e = sitting 0.100 0.609 0.915 0.731 f = standing 0.006 0.969 0.998 0.983 g = running 0.014 0.925 0.944 0.934 h = walking ------------------------------------------------------- 0.025 0.871 0.852 0.853 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.956 0.602 0.739 a = climbing down 0.045 0.610 0.467 0.529 b = climbing up 0.000 1.000 0.053 0.101 c = jumping 0.009 0.920 0.607 0.731 d = lying 0.032 0.721 0.528 0.609 e = sitting 0.140 0.472 0.762 0.583 f = standing 0.025 0.878 1.000 0.935 g = running 0.106 0.611 0.887 0.724 h = walking ------------------------------------------------------- 0.053 0.739 0.691 0.684 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.034 0.717 0.747 0.731 a = climbing down 0.094 0.605 0.876 0.715 b = climbing up 0.000 0.991 0.870 0.926 c = jumping 0.001 0.997 0.993 0.995 d = lying 0.062 0.653 0.755 0.700 e = sitting 0.039 0.709 0.604 0.652 f = standing 0.003 0.984 0.999 0.991 g = running 0.006 0.946 0.540 0.688 h = walking ------------------------------------------------------- 0.032 0.817 0.793 0.792 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.035 0.669 0.655 0.662 a = climbing down 0.193 0.395 0.820 0.533 b = climbing up 0.018 0.569 0.989 0.722 c = jumping 0.002 0.988 0.942 0.964 d = lying 0.065 0.703 0.817 0.755 e = sitting 0.034 0.682 0.516 0.588 f = standing 0.014 0.919 0.883 0.900 g = running 0.008 0.648 0.074 0.133 h = walking ------------------------------------------------------- 0.048 0.720 0.678 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.309 0.163 0.876 0.275 a = climbing down 0.002 0.887 0.090 0.164 b = climbing up 0.005 0.777 0.904 0.836 c = jumping 0.000 0.995 0.464 0.632 d = lying 0.156 0.522 0.988 0.683 e = sitting 0.097 0.088 0.059 0.070 f = standing 0.011 0.945 0.998 0.971 g = running 0.002 0.211 0.003 0.006 h = walking ------------------------------------------------------- 0.059 0.583 0.476 0.427 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.884 0.781 0.830 a = climbing down 0.081 0.614 0.845 0.711 b = climbing up 0.000 0.987 0.950 0.968 c = jumping 0.022 0.880 0.946 0.912 d = lying 0.010 0.806 0.298 0.435 e = sitting 0.102 0.601 0.882 0.715 f = standing 0.001 0.993 0.979 0.986 g = running 0.023 0.841 0.660 0.740 h = walking ------------------------------------------------------- 0.036 0.808 0.783 0.772 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.053 0.653 0.801 0.720 a = climbing down 0.127 0.574 0.986 0.726 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.011 0.932 0.833 0.880 d = lying 0.071 0.321 0.279 0.298 e = sitting 0.115 0.479 0.542 0.509 f = standing 0.001 0.994 0.746 0.852 g = running 0.002 0.977 0.429 0.596 h = walking ------------------------------------------------------- 0.053 0.726 0.674 0.672 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.800 0.880 0.838 a = climbing down 0.032 0.719 0.628 0.670 b = climbing up 0.000 0.994 0.971 0.982 c = jumping 0.015 0.920 0.932 0.926 d = lying 0.004 0.975 0.965 0.970 e = sitting 0.011 0.939 0.903 0.921 f = standing 0.009 0.951 0.999 0.974 g = running 0.036 0.797 0.802 0.799 h = walking ------------------------------------------------------- 0.018 0.881 0.882 0.881 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.871 0.934 0.901 a = climbing down 0.054 0.685 0.791 0.734 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.061 0.720 0.968 0.826 d = lying 0.030 0.828 0.970 0.893 e = sitting 0.014 0.877 0.605 0.716 f = standing 0.000 1.000 0.826 0.905 g = running 0.020 0.874 0.729 0.795 h = walking ------------------------------------------------------- 0.026 0.846 0.830 0.828 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.055 0.527 0.398 0.453 a = climbing down 0.094 0.610 0.843 0.708 b = climbing up 0.000 0.993 0.960 0.976 c = jumping 0.065 0.679 0.865 0.761 d = lying 0.146 0.481 0.985 0.647 e = sitting 0.011 0.805 0.340 0.478 f = standing 0.001 0.992 0.423 0.593 g = running 0.034 0.756 0.718 0.737 h = walking ------------------------------------------------------- 0.054 0.716 0.647 0.632 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.078 0.571 0.861 0.687 a = climbing down 0.017 0.869 0.821 0.844 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.023 0.828 0.725 0.773 d = lying 0.078 0.629 0.958 0.759 e = sitting 0.039 0.753 0.793 0.772 f = standing 0.005 0.978 0.732 0.837 g = running 0.022 0.822 0.571 0.674 h = walking ------------------------------------------------------- 0.032 0.807 0.771 0.774 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.367 0.532 a = climbing down 0.283 0.334 0.994 0.500 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.025 0.868 0.859 0.863 d = lying 0.009 0.906 0.618 0.735 e = sitting 0.075 0.643 0.806 0.715 f = standing 0.000 0.997 0.942 0.969 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.049 0.589 0.573 0.539 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.041 0.734 0.817 0.773 a = climbing down 0.063 0.672 0.819 0.738 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.025 0.832 0.779 0.805 d = lying 0.018 0.854 0.718 0.780 e = sitting 0.074 0.642 0.784 0.706 f = standing 0.005 0.975 0.962 0.968 g = running 0.010 0.913 0.646 0.757 h = walking ------------------------------------------------------- 0.032 0.813 0.796 0.798 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.494 0.152 0.232 a = climbing down 0.306 0.367 0.586 0.452 b = climbing up 0.000 0.969 0.356 0.521 c = jumping 0.121 0.477 0.811 0.600 d = lying 0.044 0.650 0.793 0.715 e = sitting 0.089 0.334 0.256 0.290 f = standing 0.029 0.753 0.554 0.638 g = running 0.067 0.004 0.002 0.002 h = walking ------------------------------------------------------- 0.118 0.428 0.445 0.410 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.765 0.821 a = climbing down 0.022 0.801 0.692 0.742 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.012 0.934 0.984 0.959 d = lying 0.060 0.678 0.879 0.765 e = sitting 0.023 0.858 0.789 0.822 f = standing 0.001 0.995 0.816 0.896 g = running 0.051 0.751 0.920 0.827 h = walking ------------------------------------------------------- 0.024 0.856 0.842 0.843 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.808 0.768 0.787 a = climbing down 0.028 0.724 0.622 0.669 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.012 0.894 0.542 0.675 d = lying 0.010 0.866 0.349 0.498 e = sitting 0.196 0.433 0.900 0.585 f = standing 0.018 0.909 0.999 0.952 g = running 0.039 0.795 0.833 0.814 h = walking ------------------------------------------------------- 0.046 0.786 0.720 0.716 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.879 0.707 0.784 a = climbing down 0.048 0.757 0.852 0.802 b = climbing up 0.000 1.000 0.811 0.895 c = jumping 0.005 0.957 0.630 0.760 d = lying 0.017 0.875 0.785 0.827 e = sitting 0.090 0.605 0.873 0.714 f = standing 0.006 0.966 0.998 0.982 g = running 0.031 0.839 0.869 0.854 h = walking ------------------------------------------------------- 0.030 0.843 0.820 0.821 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.688 0.793 a = climbing down 0.080 0.650 0.962 0.776 b = climbing up 0.000 0.994 0.949 0.971 c = jumping 0.002 0.986 0.963 0.975 d = lying 0.079 0.584 0.763 0.661 e = sitting 0.040 0.716 0.537 0.614 f = standing 0.006 0.967 0.997 0.982 g = running 0.006 0.953 0.740 0.833 h = walking ------------------------------------------------------- 0.030 0.834 0.810 0.811 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.807 0.650 0.720 a = climbing down 0.172 0.416 0.847 0.558 b = climbing up 0.000 1.000 0.266 0.421 c = jumping 0.000 0.999 0.847 0.916 d = lying 0.076 0.674 0.808 0.735 e = sitting 0.059 0.624 0.554 0.587 f = standing 0.030 0.851 1.000 0.919 g = running 0.021 0.523 0.128 0.205 h = walking ------------------------------------------------------- 0.052 0.706 0.679 0.656 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.177 0.224 0.674 0.336 a = climbing down 0.003 0.854 0.141 0.241 b = climbing up 0.000 0.993 0.824 0.901 c = jumping 0.005 0.975 0.978 0.976 d = lying 0.145 0.527 0.991 0.688 e = sitting 0.002 0.941 0.209 0.342 f = standing 0.051 0.780 0.994 0.874 g = running 0.016 0.861 0.479 0.616 h = walking ------------------------------------------------------- 0.045 0.790 0.645 0.619 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.773 0.845 a = climbing down 0.067 0.661 0.900 0.762 b = climbing up 0.001 0.938 0.982 0.960 c = jumping 0.016 0.912 0.919 0.915 d = lying 0.014 0.776 0.356 0.488 e = sitting 0.103 0.601 0.880 0.714 f = standing 0.001 0.997 0.949 0.972 g = running 0.019 0.880 0.753 0.811 h = walking ------------------------------------------------------- 0.032 0.828 0.804 0.798 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.759 0.818 a = climbing down 0.049 0.763 0.945 0.844 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.010 0.914 0.630 0.746 d = lying 0.066 0.524 0.466 0.493 e = sitting 0.139 0.450 0.608 0.517 f = standing 0.006 0.965 0.935 0.950 g = running 0.014 0.913 0.860 0.886 h = walking ------------------------------------------------------- 0.044 0.772 0.747 0.752 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.049 0.733 0.979 0.838 a = climbing down 0.011 0.881 0.608 0.720 b = climbing up 0.005 0.812 0.994 0.894 c = jumping 0.000 0.997 0.987 0.992 d = lying 0.008 0.951 0.975 0.962 e = sitting 0.005 0.968 0.946 0.957 f = standing 0.002 0.990 0.969 0.979 g = running 0.029 0.837 0.817 0.827 h = walking ------------------------------------------------------- 0.014 0.912 0.905 0.903 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.963 0.968 a = climbing down 0.018 0.876 0.841 0.858 b = climbing up 0.000 0.989 1.000 0.995 c = jumping 0.018 0.899 0.991 0.942 d = lying 0.026 0.847 0.955 0.898 e = sitting 0.008 0.946 0.853 0.897 f = standing 0.000 0.998 0.890 0.941 g = running 0.023 0.880 0.924 0.901 h = walking ------------------------------------------------------- 0.013 0.920 0.916 0.916 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.813 0.759 0.785 a = climbing down 0.069 0.704 0.940 0.805 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.939 0.875 0.906 d = lying 0.061 0.685 0.908 0.781 e = sitting 0.030 0.745 0.710 0.728 f = standing 0.000 0.999 0.829 0.906 g = running 0.005 0.949 0.701 0.806 h = walking ------------------------------------------------------- 0.027 0.849 0.826 0.829 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.007 0.916 0.616 0.737 a = climbing down 0.180 0.409 0.909 0.565 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.043 0.679 0.616 0.646 d = lying 0.071 0.577 0.689 0.628 e = sitting 0.103 0.446 0.541 0.489 f = standing 0.001 0.991 0.476 0.643 g = running 0.018 0.857 0.651 0.740 h = walking ------------------------------------------------------- 0.053 0.730 0.630 0.642 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.682 0.873 0.765 a = climbing down 0.139 0.409 0.714 0.520 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.018 0.901 0.931 0.916 d = lying 0.015 0.898 0.828 0.861 e = sitting 0.038 0.792 0.818 0.805 f = standing 0.005 0.974 0.998 0.986 g = running 0.025 0.434 0.102 0.165 h = walking ------------------------------------------------------- 0.037 0.742 0.747 0.722 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.098 0.500 0.733 0.594 a = climbing down 0.078 0.630 0.868 0.730 b = climbing up 0.016 0.556 0.994 0.713 c = jumping 0.005 0.959 0.817 0.882 d = lying 0.041 0.709 0.560 0.625 e = sitting 0.104 0.530 0.755 0.622 f = standing 0.002 0.987 0.863 0.921 g = running 0.021 0.502 0.128 0.204 h = walking ------------------------------------------------------- 0.046 0.699 0.682 0.663 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.833 0.860 0.846 a = climbing down 0.051 0.756 0.531 0.624 b = climbing up 0.000 1.000 0.172 0.294 c = jumping 0.022 0.749 0.498 0.598 d = lying 0.032 0.722 0.821 0.768 e = sitting 0.124 0.539 0.836 0.656 f = standing 0.020 0.886 0.971 0.926 g = running 0.057 0.703 0.771 0.735 h = walking ------------------------------------------------------- 0.049 0.743 0.722 0.713 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.867 0.900 a = climbing down 0.020 0.843 0.815 0.828 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.005 0.972 0.997 0.984 d = lying 0.074 0.671 0.853 0.751 e = sitting 0.028 0.821 0.729 0.772 f = standing 0.000 0.998 0.833 0.908 g = running 0.028 0.846 0.924 0.884 h = walking ------------------------------------------------------- 0.023 0.873 0.861 0.863 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.895 0.878 0.886 a = climbing down 0.021 0.780 0.769 0.774 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.004 0.973 0.818 0.889 d = lying 0.031 0.653 0.318 0.427 e = sitting 0.154 0.522 0.861 0.650 f = standing 0.013 0.933 0.991 0.961 g = running 0.019 0.894 0.856 0.875 h = walking ------------------------------------------------------- 0.039 0.807 0.785 0.779 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.785 0.843 a = climbing down 0.036 0.764 0.781 0.772 b = climbing up 0.000 1.000 0.816 0.899 c = jumping 0.003 0.984 0.943 0.963 d = lying 0.049 0.710 0.782 0.744 e = sitting 0.040 0.755 0.719 0.737 f = standing 0.005 0.971 0.978 0.975 g = running 0.038 0.813 0.893 0.851 h = walking ------------------------------------------------------- 0.025 0.849 0.845 0.846 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.856 0.899 0.877 a = climbing down 0.034 0.804 0.882 0.841 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.001 0.997 0.994 0.995 d = lying 0.051 0.739 0.835 0.784 e = sitting 0.025 0.802 0.650 0.718 f = standing 0.012 0.938 1.000 0.968 g = running 0.009 0.944 0.814 0.875 h = walking ------------------------------------------------------- 0.021 0.875 0.872 0.871 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.890 0.676 0.768 a = climbing down 0.214 0.413 0.966 0.579 b = climbing up 0.000 1.000 0.915 0.956 c = jumping 0.002 0.990 0.941 0.965 d = lying 0.129 0.573 0.925 0.708 e = sitting 0.012 0.394 0.055 0.097 f = standing 0.007 0.963 0.999 0.981 g = running 0.005 0.757 0.086 0.155 h = walking ------------------------------------------------------- 0.054 0.721 0.676 0.616 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.292 0.160 0.834 0.269 a = climbing down 0.004 0.851 0.135 0.233 b = climbing up 0.000 1.000 0.756 0.861 c = jumping 0.001 0.996 0.918 0.956 d = lying 0.066 0.724 0.937 0.817 e = sitting 0.024 0.793 0.602 0.684 f = standing 0.025 0.882 0.998 0.936 g = running 0.001 0.826 0.029 0.057 h = walking ------------------------------------------------------- 0.037 0.807 0.624 0.597 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.852 0.882 a = climbing down 0.029 0.804 0.828 0.816 b = climbing up 0.000 0.993 0.943 0.968 c = jumping 0.012 0.935 0.962 0.948 d = lying 0.038 0.707 0.641 0.672 e = sitting 0.050 0.734 0.783 0.757 f = standing 0.001 0.992 0.980 0.986 g = running 0.022 0.882 0.908 0.895 h = walking ------------------------------------------------------- 0.022 0.860 0.860 0.859 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.213 0.320 0.751 0.449 a = climbing down 0.140 0.372 0.543 0.441 b = climbing up 0.028 0.390 0.980 0.558 c = jumping 0.054 0.764 0.993 0.863 d = lying 0.112 0.468 0.502 0.484 e = sitting 0.052 0.316 0.168 0.220 f = standing 0.003 0.935 0.293 0.446 g = running 0.001 0.444 0.007 0.013 h = walking ------------------------------------------------------- 0.078 0.526 0.473 0.424 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.115 0.560 0.914 0.694 a = climbing down 0.022 0.432 0.548 0.483 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.040 0.806 0.812 0.809 d = lying 0.001 0.996 0.946 0.970 e = sitting 0.045 0.787 0.802 0.795 f = standing 0.004 0.966 0.994 0.980 g = running 0.006 0.939 0.446 0.604 h = walking ------------------------------------------------------- 0.033 0.838 0.800 0.797 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.037 0.741 0.937 0.827 a = climbing down 0.087 0.589 0.808 0.681 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.010 0.945 0.958 0.951 d = lying 0.047 0.749 0.866 0.803 e = sitting 0.025 0.808 0.769 0.788 f = standing 0.001 0.997 0.841 0.912 g = running 0.005 0.953 0.557 0.703 h = walking ------------------------------------------------------- 0.027 0.844 0.816 0.817 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.164 0.364 0.612 0.457 a = climbing down 0.106 0.572 0.727 0.640 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.000 0.998 0.732 0.844 d = lying 0.071 0.607 0.953 0.742 e = sitting 0.038 0.728 0.693 0.710 f = standing 0.003 0.985 0.757 0.856 g = running 0.010 0.570 0.092 0.158 h = walking ------------------------------------------------------- 0.053 0.712 0.661 0.649 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.071 0.559 0.740 0.637 a = climbing down 0.124 0.496 0.885 0.636 b = climbing up 0.000 1.000 0.503 0.670 c = jumping 0.021 0.782 0.453 0.574 d = lying 0.084 0.582 0.902 0.707 e = sitting 0.096 0.507 0.703 0.589 f = standing 0.010 0.953 0.690 0.800 g = running 0.017 0.604 0.151 0.241 h = walking ------------------------------------------------------- 0.052 0.682 0.629 0.609 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.665 0.855 0.748 a = climbing down 0.091 0.528 0.704 0.604 b = climbing up 0.000 0.976 0.984 0.980 c = jumping 0.041 0.778 0.829 0.803 d = lying 0.047 0.775 0.975 0.864 e = sitting 0.015 0.873 0.602 0.712 f = standing 0.002 0.991 0.997 0.994 g = running 0.016 0.761 0.323 0.453 h = walking ------------------------------------------------------- 0.036 0.782 0.765 0.753 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.124 0.377 0.577 0.456 a = climbing down 0.080 0.629 0.777 0.695 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.024 0.840 0.892 0.865 d = lying 0.033 0.747 0.672 0.707 e = sitting 0.060 0.680 0.719 0.699 f = standing 0.001 0.997 0.960 0.978 g = running 0.030 0.496 0.175 0.259 h = walking ------------------------------------------------------- 0.047 0.700 0.695 0.682 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.833 0.769 0.800 a = climbing down 0.046 0.758 0.497 0.600 b = climbing up 0.000 1.000 0.763 0.865 c = jumping 0.062 0.631 0.729 0.677 d = lying 0.024 0.861 0.972 0.913 e = sitting 0.109 0.510 0.712 0.594 f = standing 0.006 0.964 0.956 0.960 g = running 0.022 0.862 0.851 0.856 h = walking ------------------------------------------------------- 0.041 0.776 0.759 0.758 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.031 0.709 0.601 0.651 a = climbing down 0.189 0.401 0.906 0.556 b = climbing up 0.000 1.000 0.766 0.868 c = jumping 0.011 0.937 0.964 0.950 d = lying 0.054 0.750 0.929 0.830 e = sitting 0.019 0.847 0.826 0.836 f = standing 0.006 0.967 0.800 0.876 g = running 0.004 0.671 0.043 0.081 h = walking ------------------------------------------------------- 0.040 0.776 0.725 0.694 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.533 0.711 0.609 a = climbing down 0.082 0.503 0.644 0.565 b = climbing up 0.000 1.000 0.702 0.825 c = jumping 0.028 0.597 0.230 0.332 d = lying 0.029 0.789 0.540 0.641 e = sitting 0.199 0.392 0.799 0.526 f = standing 0.026 0.880 0.989 0.931 g = running 0.005 0.950 0.543 0.691 h = walking ------------------------------------------------------- 0.055 0.697 0.632 0.626 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.898 0.621 0.735 a = climbing down 0.101 0.618 0.909 0.736 b = climbing up 0.000 0.994 0.963 0.978 c = jumping 0.002 0.963 0.289 0.445 d = lying 0.044 0.759 0.904 0.825 e = sitting 0.116 0.489 0.811 0.610 f = standing 0.001 0.993 0.968 0.980 g = running 0.020 0.850 0.661 0.744 h = walking ------------------------------------------------------- 0.040 0.808 0.746 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.809 0.712 0.757 a = climbing down 0.041 0.738 0.768 0.753 b = climbing up 0.001 0.967 0.875 0.919 c = jumping 0.002 0.990 0.950 0.970 d = lying 0.059 0.705 0.937 0.805 e = sitting 0.017 0.865 0.630 0.729 f = standing 0.004 0.976 0.996 0.986 g = running 0.037 0.808 0.860 0.833 h = walking ------------------------------------------------------- 0.025 0.850 0.842 0.841 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.733 0.860 0.791 a = climbing down 0.054 0.689 0.705 0.697 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.006 0.965 0.904 0.933 d = lying 0.060 0.639 0.858 0.733 e = sitting 0.027 0.810 0.631 0.709 f = standing 0.009 0.956 0.996 0.975 g = running 0.044 0.685 0.578 0.627 h = walking ------------------------------------------------------- 0.031 0.799 0.793 0.791 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.248 0.152 0.649 0.246 a = climbing down 0.006 0.881 0.286 0.432 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.004 0.979 0.929 0.953 d = lying 0.021 0.893 0.962 0.926 e = sitting 0.009 0.946 0.901 0.923 f = standing 0.058 0.753 1.000 0.859 g = running 0.002 0.500 0.010 0.020 h = walking ------------------------------------------------------- 0.031 0.780 0.683 0.659 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.880 0.545 0.673 a = climbing down 0.131 0.510 0.874 0.645 b = climbing up 0.000 1.000 0.877 0.934 c = jumping 0.001 0.995 0.920 0.956 d = lying 0.036 0.736 0.599 0.660 e = sitting 0.079 0.616 0.797 0.695 f = standing 0.004 0.981 0.981 0.981 g = running 0.033 0.685 0.421 0.522 h = walking ------------------------------------------------------- 0.040 0.780 0.747 0.745 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.897 0.575 0.700 a = climbing down 0.089 0.633 0.940 0.757 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.013 0.933 0.972 0.952 d = lying 0.079 0.359 0.357 0.358 e = sitting 0.078 0.485 0.456 0.470 f = standing 0.007 0.963 0.986 0.974 g = running 0.031 0.803 0.692 0.743 h = walking ------------------------------------------------------- 0.041 0.746 0.734 0.731 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.230 0.390 0.926 0.549 a = climbing down 0.008 0.329 0.124 0.180 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.027 0.841 0.703 0.766 d = lying 0.015 0.935 0.929 0.932 e = sitting 0.070 0.700 0.798 0.746 f = standing 0.005 0.956 1.000 0.977 g = running 0.007 0.255 0.011 0.021 h = walking ------------------------------------------------------- 0.053 0.670 0.690 0.642 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.867 0.882 0.874 a = climbing down 0.155 0.494 0.939 0.647 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.065 0.714 0.934 0.810 d = lying 0.017 0.900 0.966 0.932 e = sitting 0.010 0.879 0.514 0.648 f = standing 0.000 0.998 0.916 0.955 g = running 0.010 0.785 0.202 0.321 h = walking ------------------------------------------------------- 0.038 0.811 0.765 0.742 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.078 0.376 0.310 0.340 a = climbing down 0.138 0.564 0.920 0.699 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.013 0.901 0.809 0.853 d = lying 0.099 0.525 0.957 0.678 e = sitting 0.031 0.746 0.593 0.661 f = standing 0.002 0.987 0.731 0.840 g = running 0.005 0.926 0.398 0.557 h = walking ------------------------------------------------------- 0.050 0.739 0.683 0.679 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.668 0.741 0.702 a = climbing down 0.047 0.705 0.759 0.731 b = climbing up 0.000 1.000 0.497 0.664 c = jumping 0.051 0.671 0.684 0.677 d = lying 0.079 0.612 0.915 0.733 e = sitting 0.054 0.570 0.472 0.517 f = standing 0.014 0.942 0.815 0.874 g = running 0.026 0.815 0.686 0.745 h = walking ------------------------------------------------------- 0.041 0.740 0.725 0.725 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.085 0.577 0.799 0.670 a = climbing down 0.118 0.411 0.559 0.474 b = climbing up 0.000 0.600 1.000 0.750 c = jumping 0.023 0.854 0.728 0.786 d = lying 0.025 0.852 0.961 0.903 e = sitting 0.047 0.735 0.756 0.746 f = standing 0.000 0.998 0.998 0.998 g = running 0.023 0.606 0.215 0.317 h = walking ------------------------------------------------------- 0.043 0.734 0.722 0.710 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.083 0.346 0.338 0.342 a = climbing down 0.074 0.667 0.831 0.740 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.038 0.736 0.754 0.745 d = lying 0.032 0.751 0.672 0.709 e = sitting 0.070 0.631 0.676 0.653 f = standing 0.008 0.960 0.952 0.956 g = running 0.051 0.600 0.461 0.522 h = walking ------------------------------------------------------- 0.049 0.690 0.692 0.688 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.704 0.757 0.729 a = climbing down 0.068 0.681 0.503 0.578 b = climbing up 0.000 1.000 0.169 0.290 c = jumping 0.033 0.774 0.763 0.768 d = lying 0.068 0.676 0.936 0.785 e = sitting 0.096 0.516 0.646 0.574 f = standing 0.021 0.882 0.964 0.921 g = running 0.019 0.854 0.690 0.763 h = walking ------------------------------------------------------- 0.049 0.730 0.717 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.886 0.715 0.791 a = climbing down 0.049 0.695 0.827 0.755 b = climbing up 0.000 1.000 0.737 0.849 c = jumping 0.012 0.934 0.962 0.948 d = lying 0.075 0.647 0.948 0.769 e = sitting 0.035 0.762 0.666 0.711 f = standing 0.007 0.963 0.760 0.849 g = running 0.035 0.788 0.785 0.787 h = walking ------------------------------------------------------- 0.030 0.825 0.806 0.807 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.771 0.565 0.652 a = climbing down 0.063 0.642 0.878 0.742 b = climbing up 0.000 0.993 0.873 0.929 c = jumping 0.034 0.622 0.304 0.409 d = lying 0.041 0.785 0.759 0.772 e = sitting 0.134 0.482 0.768 0.592 f = standing 0.007 0.964 0.997 0.980 g = running 0.011 0.933 0.806 0.865 h = walking ------------------------------------------------------- 0.042 0.757 0.736 0.729 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.880 0.449 0.595 a = climbing down 0.032 0.680 0.391 0.497 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.009 0.890 0.429 0.579 d = lying 0.077 0.628 0.896 0.738 e = sitting 0.085 0.558 0.637 0.595 f = standing 0.003 0.982 0.988 0.985 g = running 0.154 0.504 0.935 0.655 h = walking ------------------------------------------------------- 0.052 0.738 0.683 0.672 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.810 0.696 0.749 a = climbing down 0.045 0.709 0.729 0.719 b = climbing up 0.000 0.980 0.857 0.914 c = jumping 0.011 0.938 0.962 0.950 d = lying 0.066 0.581 0.616 0.598 e = sitting 0.060 0.611 0.557 0.583 f = standing 0.005 0.975 0.997 0.986 g = running 0.036 0.817 0.885 0.849 h = walking ------------------------------------------------------- 0.034 0.788 0.789 0.787 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.027 0.723 0.584 0.646 a = climbing down 0.147 0.468 0.831 0.599 b = climbing up 0.001 0.948 1.000 0.974 c = jumping 0.003 0.983 0.827 0.898 d = lying 0.107 0.487 0.831 0.614 e = sitting 0.042 0.654 0.383 0.483 f = standing 0.002 0.988 0.989 0.989 g = running 0.027 0.697 0.371 0.484 h = walking ------------------------------------------------------- 0.046 0.734 0.690 0.686 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.309 0.180 0.983 0.305 a = climbing down 0.000 0.926 0.026 0.051 b = climbing up 0.000 0.994 0.940 0.966 c = jumping 0.000 1.000 0.880 0.936 d = lying 0.147 0.514 0.921 0.660 e = sitting 0.025 0.632 0.237 0.345 f = standing 0.006 0.970 0.996 0.982 g = running 0.010 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.062 0.652 0.623 0.531 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.655 0.667 0.661 a = climbing down 0.098 0.530 0.654 0.586 b = climbing up 0.002 0.928 1.000 0.963 c = jumping 0.022 0.883 0.895 0.889 d = lying 0.012 0.806 0.329 0.468 e = sitting 0.113 0.557 0.858 0.675 f = standing 0.000 0.997 0.932 0.964 g = running 0.046 0.667 0.529 0.590 h = walking ------------------------------------------------------- 0.046 0.739 0.712 0.706 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.927 0.766 0.839 a = climbing down 0.033 0.782 0.762 0.772 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.005 0.971 0.963 0.967 d = lying 0.133 0.387 0.519 0.443 e = sitting 0.079 0.239 0.160 0.192 f = standing 0.003 0.983 0.999 0.991 g = running 0.042 0.795 0.910 0.849 h = walking ------------------------------------------------------- 0.042 0.736 0.738 0.733 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.006 0.900 0.368 0.522 a = climbing down 0.101 0.132 0.500 0.208 b = climbing up 0.002 0.917 0.869 0.893 c = jumping 0.023 0.885 0.867 0.876 d = lying 0.060 0.617 0.400 0.486 e = sitting 0.121 0.570 0.794 0.664 f = standing 0.003 0.972 0.978 0.975 g = running 0.056 0.746 0.762 0.754 h = walking ------------------------------------------------------- 0.050 0.745 0.678 0.685 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.875 0.909 a = climbing down 0.101 0.586 0.891 0.707 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.015 0.922 0.981 0.951 d = lying 0.011 0.904 0.652 0.757 e = sitting 0.030 0.793 0.841 0.816 f = standing 0.001 0.996 0.937 0.966 g = running 0.016 0.895 0.709 0.791 h = walking ------------------------------------------------------- 0.025 0.870 0.845 0.848 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.733 0.320 0.446 a = climbing down 0.251 0.425 0.944 0.586 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.001 0.996 0.810 0.893 d = lying 0.118 0.475 0.915 0.626 e = sitting 0.031 0.625 0.398 0.486 f = standing 0.009 0.957 0.793 0.867 g = running 0.008 0.162 0.010 0.019 h = walking ------------------------------------------------------- 0.063 0.656 0.627 0.593 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.682 0.819 0.744 a = climbing down 0.035 0.740 0.726 0.733 b = climbing up 0.000 1.000 0.689 0.816 c = jumping 0.033 0.742 0.650 0.693 d = lying 0.064 0.672 0.936 0.782 e = sitting 0.054 0.655 0.663 0.659 f = standing 0.011 0.957 0.817 0.882 g = running 0.038 0.754 0.680 0.715 h = walking ------------------------------------------------------- 0.036 0.770 0.757 0.758 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.052 0.671 0.832 0.743 a = climbing down 0.042 0.695 0.684 0.690 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.015 0.919 0.938 0.928 d = lying 0.051 0.749 0.910 0.822 e = sitting 0.024 0.830 0.642 0.724 f = standing 0.002 0.990 1.000 0.995 g = running 0.022 0.828 0.676 0.744 h = walking ------------------------------------------------------- 0.028 0.826 0.820 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.055 0.458 0.357 0.401 a = climbing down 0.112 0.583 0.848 0.691 b = climbing up 0.001 0.947 0.977 0.962 c = jumping 0.035 0.782 0.889 0.832 d = lying 0.056 0.513 0.407 0.454 e = sitting 0.079 0.534 0.540 0.537 f = standing 0.018 0.919 0.946 0.932 g = running 0.054 0.538 0.377 0.443 h = walking ------------------------------------------------------- 0.058 0.635 0.647 0.634 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.649 0.563 0.603 a = climbing down 0.139 0.575 0.654 0.612 b = climbing up 0.000 1.000 0.616 0.762 c = jumping 0.041 0.722 0.717 0.719 d = lying 0.058 0.693 0.869 0.771 e = sitting 0.075 0.579 0.648 0.612 f = standing 0.009 0.944 0.967 0.955 g = running 0.006 0.931 0.507 0.656 h = walking ------------------------------------------------------- 0.058 0.725 0.704 0.702 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.952 0.694 0.803 a = climbing down 0.107 0.567 0.971 0.716 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.949 0.997 0.972 d = lying 0.044 0.707 0.640 0.672 e = sitting 0.067 0.643 0.733 0.685 f = standing 0.000 0.999 0.924 0.960 g = running 0.007 0.923 0.523 0.668 h = walking ------------------------------------------------------- 0.032 0.830 0.794 0.794 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.861 0.752 0.803 a = climbing down 0.192 0.338 0.943 0.497 b = climbing up 0.000 1.000 0.601 0.751 c = jumping 0.006 0.948 0.563 0.707 d = lying 0.078 0.542 0.448 0.490 e = sitting 0.147 0.470 0.794 0.591 f = standing 0.013 0.939 0.978 0.958 g = running 0.000 0.906 0.024 0.046 h = walking ------------------------------------------------------- 0.056 0.740 0.609 0.577 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.927 0.586 0.718 a = climbing down 0.038 0.607 0.379 0.467 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.004 0.975 0.925 0.949 d = lying 0.091 0.566 0.818 0.669 e = sitting 0.035 0.707 0.472 0.566 f = standing 0.006 0.970 0.995 0.982 g = running 0.124 0.554 0.916 0.690 h = walking ------------------------------------------------------- 0.042 0.767 0.738 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.040 0.702 0.809 0.751 a = climbing down 0.052 0.678 0.696 0.687 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.114 0.542 0.862 0.665 e = sitting 0.023 0.664 0.284 0.398 f = standing 0.002 0.988 0.998 0.993 g = running 0.017 0.896 0.785 0.837 h = walking ------------------------------------------------------- 0.033 0.799 0.785 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.806 0.661 0.726 a = climbing down 0.154 0.503 0.799 0.617 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.983 0.969 0.976 d = lying 0.080 0.532 0.715 0.610 e = sitting 0.031 0.596 0.304 0.403 f = standing 0.001 0.995 0.997 0.996 g = running 0.037 0.676 0.448 0.539 h = walking ------------------------------------------------------- 0.046 0.742 0.721 0.714 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.262 0.182 0.874 0.302 a = climbing down 0.020 0.742 0.323 0.450 b = climbing up 0.003 0.843 0.956 0.896 c = jumping 0.000 1.000 0.908 0.952 d = lying 0.053 0.731 0.797 0.762 e = sitting 0.050 0.675 0.671 0.673 f = standing 0.022 0.887 0.977 0.930 g = running 0.001 0.688 0.009 0.017 h = walking ------------------------------------------------------- 0.038 0.752 0.627 0.605 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.808 0.740 0.772 a = climbing down 0.055 0.662 0.710 0.685 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.018 0.902 0.986 0.942 d = lying 0.109 0.530 0.717 0.609 e = sitting 0.038 0.616 0.371 0.463 f = standing 0.001 0.993 0.939 0.965 g = running 0.040 0.770 0.770 0.770 h = walking ------------------------------------------------------- 0.039 0.763 0.758 0.754 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.845 0.736 0.787 a = climbing down 0.144 0.499 0.934 0.650 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.011 0.941 0.953 0.947 d = lying 0.080 0.478 0.408 0.440 e = sitting 0.099 0.396 0.427 0.411 f = standing 0.009 0.949 0.930 0.939 g = running 0.018 0.750 0.317 0.445 h = walking ------------------------------------------------------- 0.052 0.702 0.673 0.664 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.206 0.417 0.928 0.575 a = climbing down 0.016 0.275 0.204 0.235 b = climbing up 0.010 0.714 0.993 0.831 c = jumping 0.023 0.883 0.852 0.868 d = lying 0.064 0.781 0.955 0.859 e = sitting 0.010 0.936 0.721 0.815 f = standing 0.003 0.972 0.900 0.935 g = running 0.008 0.618 0.057 0.105 h = walking ------------------------------------------------------- 0.048 0.749 0.709 0.669 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.848 0.938 0.891 a = climbing down 0.097 0.576 0.829 0.679 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.037 0.817 0.954 0.880 d = lying 0.023 0.864 0.929 0.895 e = sitting 0.009 0.917 0.727 0.811 f = standing 0.008 0.959 0.900 0.929 g = running 0.017 0.843 0.480 0.611 h = walking ------------------------------------------------------- 0.029 0.839 0.819 0.815 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.002 0.000 0.000 0.000 a = climbing down 0.380 0.333 0.999 0.499 b = climbing up 0.000 0.976 0.976 0.976 c = jumping 0.006 0.949 0.729 0.825 d = lying 0.139 0.428 0.923 0.585 e = sitting 0.046 0.682 0.606 0.642 f = standing 0.000 0.995 0.312 0.475 g = running 0.000 0.500 0.001 0.002 h = walking ------------------------------------------------------- 0.072 0.608 0.568 0.500 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.046 0.641 0.717 0.677 a = climbing down 0.080 0.590 0.874 0.704 b = climbing up 0.000 1.000 0.715 0.834 c = jumping 0.022 0.840 0.751 0.793 d = lying 0.033 0.782 0.878 0.827 e = sitting 0.053 0.688 0.781 0.732 f = standing 0.006 0.978 0.896 0.935 g = running 0.007 0.921 0.515 0.660 h = walking ------------------------------------------------------- 0.031 0.811 0.782 0.783 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.713 0.809 0.758 a = climbing down 0.096 0.487 0.633 0.551 b = climbing up 0.000 0.973 0.893 0.932 c = jumping 0.022 0.882 0.935 0.908 d = lying 0.025 0.813 0.653 0.724 e = sitting 0.067 0.666 0.748 0.705 f = standing 0.002 0.988 0.997 0.993 g = running 0.033 0.646 0.390 0.487 h = walking ------------------------------------------------------- 0.039 0.757 0.750 0.746 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.047 0.603 0.553 0.577 a = climbing down 0.055 0.711 0.822 0.763 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.023 0.842 0.871 0.856 d = lying 0.040 0.684 0.601 0.640 e = sitting 0.074 0.671 0.743 0.705 f = standing 0.001 0.995 0.937 0.965 g = running 0.031 0.796 0.742 0.768 h = walking ------------------------------------------------------- 0.038 0.770 0.767 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.781 0.738 0.759 a = climbing down 0.041 0.788 0.521 0.627 b = climbing up 0.000 1.000 0.615 0.762 c = jumping 0.040 0.705 0.704 0.705 d = lying 0.032 0.783 0.747 0.764 e = sitting 0.127 0.486 0.748 0.589 f = standing 0.012 0.929 0.967 0.948 g = running 0.044 0.762 0.842 0.800 h = walking ------------------------------------------------------- 0.045 0.755 0.732 0.732 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.924 0.797 0.856 a = climbing down 0.055 0.682 0.894 0.774 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.008 0.952 0.975 0.963 d = lying 0.025 0.835 0.753 0.792 e = sitting 0.048 0.743 0.835 0.787 f = standing 0.000 0.999 0.950 0.974 g = running 0.017 0.883 0.765 0.820 h = walking ------------------------------------------------------- 0.021 0.870 0.860 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.677 0.893 0.771 a = climbing down 0.037 0.721 0.749 0.735 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.034 0.711 0.469 0.565 d = lying 0.050 0.544 0.298 0.385 e = sitting 0.169 0.451 0.870 0.594 f = standing 0.005 0.974 0.978 0.976 g = running 0.005 0.970 0.791 0.871 h = walking ------------------------------------------------------- 0.046 0.737 0.708 0.701 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.861 0.712 0.780 a = climbing down 0.042 0.739 0.703 0.721 b = climbing up 0.000 0.993 0.850 0.916 c = jumping 0.002 0.977 0.568 0.718 d = lying 0.067 0.629 0.792 0.701 e = sitting 0.098 0.534 0.640 0.582 f = standing 0.004 0.980 0.990 0.985 g = running 0.062 0.689 0.834 0.755 h = walking ------------------------------------------------------- 0.041 0.780 0.750 0.753 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.862 0.892 a = climbing down 0.041 0.771 0.922 0.840 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.005 0.973 0.979 0.976 d = lying 0.076 0.608 0.779 0.683 e = sitting 0.034 0.713 0.505 0.591 f = standing 0.008 0.959 1.000 0.979 g = running 0.013 0.921 0.814 0.864 h = walking ------------------------------------------------------- 0.025 0.846 0.840 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.810 0.700 0.751 a = climbing down 0.069 0.664 0.839 0.742 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.990 0.922 0.955 d = lying 0.130 0.458 0.888 0.604 e = sitting 0.024 0.700 0.285 0.405 f = standing 0.004 0.977 0.997 0.987 g = running 0.032 0.774 0.653 0.708 h = walking ------------------------------------------------------- 0.035 0.787 0.755 0.747 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.266 0.189 0.925 0.314 a = climbing down 0.007 0.884 0.294 0.441 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.001 0.996 0.956 0.976 d = lying 0.114 0.597 0.960 0.736 e = sitting 0.012 0.845 0.362 0.507 f = standing 0.016 0.916 0.994 0.953 g = running 0.005 0.522 0.027 0.052 h = walking ------------------------------------------------------- 0.040 0.756 0.620 0.593 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.871 0.759 0.811 a = climbing down 0.031 0.761 0.656 0.705 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.003 0.983 0.937 0.959 d = lying 0.062 0.684 0.924 0.786 e = sitting 0.019 0.847 0.622 0.717 f = standing 0.001 0.995 0.996 0.995 g = running 0.053 0.754 0.915 0.827 h = walking ------------------------------------------------------- 0.025 0.852 0.842 0.840 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.028 0.794 0.762 0.778 a = climbing down 0.185 0.454 0.938 0.612 b = climbing up 0.007 0.723 0.939 0.817 c = jumping 0.061 0.742 0.942 0.830 d = lying 0.065 0.304 0.224 0.258 e = sitting 0.061 0.545 0.480 0.511 f = standing 0.002 0.986 0.909 0.946 g = running 0.006 0.765 0.104 0.183 h = walking ------------------------------------------------------- 0.056 0.674 0.640 0.602 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.694 0.832 0.757 a = climbing down 0.009 0.573 0.382 0.458 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.053 0.812 0.977 0.887 d = lying 0.002 0.993 0.964 0.978 e = sitting 0.011 0.931 0.739 0.824 f = standing 0.008 0.930 1.000 0.964 g = running 0.026 0.859 0.752 0.802 h = walking ------------------------------------------------------- 0.025 0.867 0.860 0.858 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.751 0.886 0.813 a = climbing down 0.106 0.567 0.926 0.703 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.030 0.842 0.955 0.895 d = lying 0.023 0.868 0.987 0.924 e = sitting 0.008 0.945 0.799 0.866 f = standing 0.001 0.995 0.889 0.939 g = running 0.013 0.822 0.309 0.449 h = walking ------------------------------------------------------- 0.028 0.841 0.815 0.801 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.138 0.364 0.524 0.429 a = climbing down 0.051 0.705 0.630 0.665 b = climbing up 0.000 0.991 0.895 0.941 c = jumping 0.035 0.782 0.766 0.774 d = lying 0.064 0.625 0.928 0.747 e = sitting 0.056 0.601 0.587 0.594 f = standing 0.002 0.990 0.707 0.825 g = running 0.061 0.465 0.366 0.410 h = walking ------------------------------------------------------- 0.053 0.679 0.646 0.652 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.241 0.312 0.886 0.462 a = climbing down 0.012 0.768 0.293 0.424 b = climbing up 0.000 0.988 0.543 0.701 c = jumping 0.029 0.794 0.719 0.755 d = lying 0.077 0.625 0.985 0.765 e = sitting 0.038 0.706 0.636 0.669 f = standing 0.003 0.986 0.794 0.880 g = running 0.011 0.717 0.156 0.256 h = walking ------------------------------------------------------- 0.048 0.743 0.636 0.626 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.643 0.811 0.718 a = climbing down 0.092 0.432 0.477 0.453 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.072 0.662 0.738 0.698 d = lying 0.028 0.837 0.975 0.901 e = sitting 0.037 0.696 0.496 0.579 f = standing 0.001 0.994 0.998 0.996 g = running 0.042 0.631 0.436 0.516 h = walking ------------------------------------------------------- 0.047 0.709 0.710 0.702 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.095 0.439 0.602 0.508 a = climbing down 0.099 0.542 0.707 0.614 b = climbing up 0.000 0.977 1.000 0.988 c = jumping 0.041 0.794 0.873 0.832 d = lying 0.013 0.889 0.733 0.804 e = sitting 0.058 0.679 0.719 0.698 f = standing 0.001 0.997 0.962 0.979 g = running 0.024 0.683 0.302 0.419 h = walking ------------------------------------------------------- 0.044 0.735 0.714 0.710 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.007 0.920 0.773 0.840 a = climbing down 0.052 0.739 0.524 0.613 b = climbing up 0.000 1.000 0.067 0.126 c = jumping 0.096 0.463 0.581 0.516 d = lying 0.039 0.787 0.969 0.869 e = sitting 0.116 0.374 0.442 0.405 f = standing 0.024 0.860 0.957 0.906 g = running 0.027 0.832 0.810 0.821 h = walking ------------------------------------------------------- 0.052 0.713 0.691 0.686 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.647 0.747 a = climbing down 0.069 0.638 0.878 0.739 b = climbing up 0.000 1.000 0.895 0.944 c = jumping 0.025 0.872 0.942 0.906 d = lying 0.012 0.922 0.946 0.934 e = sitting 0.023 0.819 0.802 0.810 f = standing 0.003 0.987 0.916 0.950 g = running 0.033 0.794 0.726 0.758 h = walking ------------------------------------------------------- 0.023 0.858 0.846 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.079 0.444 0.718 0.549 a = climbing down 0.031 0.437 0.187 0.262 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.043 0.639 0.412 0.501 d = lying 0.031 0.790 0.586 0.673 e = sitting 0.149 0.465 0.794 0.586 f = standing 0.003 0.987 0.993 0.990 g = running 0.050 0.757 0.823 0.789 h = walking ------------------------------------------------------- 0.051 0.684 0.665 0.654 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.588 0.711 a = climbing down 0.058 0.745 0.939 0.830 b = climbing up 0.000 0.993 0.931 0.961 c = jumping 0.029 0.695 0.396 0.505 d = lying 0.028 0.835 0.952 0.890 e = sitting 0.093 0.498 0.678 0.574 f = standing 0.002 0.990 0.968 0.979 g = running 0.037 0.797 0.842 0.819 h = walking ------------------------------------------------------- 0.035 0.791 0.778 0.771 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.751 0.802 a = climbing down 0.073 0.653 0.907 0.759 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.012 0.931 0.898 0.914 d = lying 0.045 0.741 0.868 0.799 e = sitting 0.034 0.769 0.681 0.722 f = standing 0.004 0.977 0.997 0.987 g = running 0.011 0.924 0.709 0.803 h = walking ------------------------------------------------------- 0.026 0.846 0.832 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.722 0.761 0.741 a = climbing down 0.093 0.612 0.928 0.737 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.977 0.905 0.940 d = lying 0.063 0.651 0.944 0.771 e = sitting 0.020 0.854 0.629 0.724 f = standing 0.002 0.991 0.999 0.995 g = running 0.011 0.867 0.418 0.564 h = walking ------------------------------------------------------- 0.029 0.831 0.801 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.202 0.161 0.560 0.251 a = climbing down 0.002 0.933 0.189 0.314 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.016 0.912 0.847 0.879 d = lying 0.028 0.858 0.992 0.920 e = sitting 0.018 0.891 0.819 0.854 f = standing 0.067 0.725 1.000 0.841 g = running 0.010 0.861 0.306 0.452 h = walking ------------------------------------------------------- 0.035 0.820 0.692 0.690 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.671 0.596 0.632 a = climbing down 0.087 0.598 0.806 0.686 b = climbing up 0.000 1.000 0.396 0.567 c = jumping 0.007 0.947 0.666 0.782 d = lying 0.013 0.859 0.543 0.665 e = sitting 0.125 0.548 0.929 0.689 f = standing 0.000 0.999 0.870 0.930 g = running 0.040 0.763 0.724 0.743 h = walking ------------------------------------------------------- 0.042 0.783 0.735 0.738 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.015 0.887 0.852 0.870 a = climbing down 0.046 0.748 0.874 0.806 b = climbing up 0.000 0.985 0.942 0.963 c = jumping 0.022 0.837 0.622 0.714 d = lying 0.080 0.455 0.410 0.431 e = sitting 0.142 0.290 0.393 0.334 f = standing 0.006 0.969 0.996 0.982 g = running 0.020 0.879 0.799 0.837 h = walking ------------------------------------------------------- 0.045 0.736 0.714 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.046 0.758 0.931 0.836 a = climbing down 0.036 0.386 0.747 0.509 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.013 0.947 0.993 0.969 d = lying 0.000 0.998 0.959 0.978 e = sitting 0.009 0.952 0.934 0.943 f = standing 0.001 0.991 0.997 0.994 g = running 0.006 0.956 0.638 0.765 h = walking ------------------------------------------------------- 0.013 0.922 0.900 0.903 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.838 0.899 0.868 a = climbing down 0.161 0.462 0.919 0.615 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.036 0.821 0.968 0.888 d = lying 0.038 0.803 0.985 0.885 e = sitting 0.007 0.947 0.732 0.826 f = standing 0.001 0.994 0.852 0.918 g = running 0.009 0.629 0.085 0.150 h = walking ------------------------------------------------------- 0.036 0.794 0.765 0.732 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.597 0.566 0.581 a = climbing down 0.121 0.577 0.841 0.685 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.953 0.752 0.841 d = lying 0.050 0.694 0.973 0.810 e = sitting 0.042 0.692 0.740 0.715 f = standing 0.000 0.999 0.829 0.906 g = running 0.013 0.848 0.490 0.621 h = walking ------------------------------------------------------- 0.040 0.783 0.749 0.750 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.084 0.550 0.862 0.671 a = climbing down 0.050 0.657 0.681 0.668 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.034 0.767 0.730 0.748 d = lying 0.061 0.653 0.873 0.747 e = sitting 0.047 0.662 0.644 0.653 f = standing 0.002 0.990 0.804 0.887 g = running 0.044 0.622 0.415 0.498 h = walking ------------------------------------------------------- 0.040 0.738 0.717 0.717 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.706 0.861 0.776 a = climbing down 0.083 0.544 0.705 0.614 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.017 0.909 0.914 0.912 d = lying 0.032 0.835 0.966 0.896 e = sitting 0.014 0.907 0.761 0.827 f = standing 0.001 0.997 0.998 0.998 g = running 0.017 0.803 0.443 0.571 h = walking ------------------------------------------------------- 0.027 0.832 0.818 0.814 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.041 0.677 0.682 0.679 a = climbing down 0.032 0.781 0.679 0.727 b = climbing up 0.001 0.914 1.000 0.955 c = jumping 0.005 0.971 0.874 0.920 d = lying 0.033 0.763 0.757 0.760 e = sitting 0.054 0.709 0.807 0.755 f = standing 0.000 0.999 0.939 0.968 g = running 0.064 0.676 0.785 0.727 h = walking ------------------------------------------------------- 0.031 0.810 0.801 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.879 0.878 a = climbing down 0.025 0.853 0.524 0.649 b = climbing up 0.000 1.000 0.213 0.352 c = jumping 0.071 0.531 0.563 0.546 d = lying 0.022 0.867 0.983 0.921 e = sitting 0.133 0.399 0.570 0.470 f = standing 0.021 0.878 0.979 0.926 g = running 0.018 0.897 0.910 0.903 h = walking ------------------------------------------------------- 0.042 0.769 0.738 0.737 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.985 0.690 0.811 a = climbing down 0.037 0.763 0.853 0.805 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.004 0.977 0.997 0.987 d = lying 0.020 0.891 0.934 0.912 e = sitting 0.018 0.873 0.924 0.898 f = standing 0.002 0.993 0.902 0.945 g = running 0.035 0.821 0.933 0.874 h = walking ------------------------------------------------------- 0.016 0.907 0.899 0.899 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.732 0.898 0.807 a = climbing down 0.029 0.706 0.680 0.693 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.011 0.928 0.774 0.844 d = lying 0.022 0.857 0.634 0.728 e = sitting 0.096 0.608 0.909 0.728 f = standing 0.003 0.986 0.986 0.986 g = running 0.015 0.918 0.847 0.881 h = walking ------------------------------------------------------- 0.027 0.844 0.822 0.824 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.891 0.604 0.720 a = climbing down 0.150 0.493 0.882 0.633 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.009 0.943 0.908 0.925 d = lying 0.054 0.723 0.917 0.808 e = sitting 0.019 0.819 0.621 0.706 f = standing 0.004 0.980 0.978 0.979 g = running 0.023 0.755 0.402 0.525 h = walking ------------------------------------------------------- 0.038 0.807 0.768 0.765 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.027 0.778 0.829 0.802 a = climbing down 0.052 0.700 0.768 0.732 b = climbing up 0.000 0.974 0.919 0.946 c = jumping 0.003 0.985 0.979 0.982 d = lying 0.062 0.704 0.941 0.805 e = sitting 0.012 0.884 0.589 0.707 f = standing 0.002 0.992 0.997 0.994 g = running 0.018 0.895 0.788 0.838 h = walking ------------------------------------------------------- 0.023 0.860 0.848 0.847 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.811 0.739 0.774 a = climbing down 0.112 0.588 0.896 0.710 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.984 0.986 d = lying 0.077 0.614 0.948 0.745 e = sitting 0.006 0.925 0.456 0.611 f = standing 0.003 0.987 0.999 0.993 g = running 0.020 0.791 0.444 0.569 h = walking ------------------------------------------------------- 0.032 0.828 0.792 0.783 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.232 0.177 0.731 0.285 a = climbing down 0.004 0.921 0.309 0.463 b = climbing up 0.000 0.993 0.993 0.993 c = jumping 0.000 1.000 0.720 0.837 d = lying 0.015 0.924 0.969 0.946 e = sitting 0.048 0.762 0.971 0.854 f = standing 0.042 0.811 0.997 0.895 g = running 0.001 0.977 0.164 0.282 h = walking ------------------------------------------------------- 0.031 0.860 0.689 0.685 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.076 0.526 0.717 0.607 a = climbing down 0.105 0.535 0.786 0.637 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.016 0.909 0.922 0.916 d = lying 0.038 0.765 0.723 0.743 e = sitting 0.048 0.720 0.760 0.739 f = standing 0.003 0.983 0.981 0.982 g = running 0.025 0.567 0.186 0.281 h = walking ------------------------------------------------------- 0.041 0.735 0.730 0.713 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.016 0.877 0.821 0.848 a = climbing down 0.146 0.506 0.962 0.663 b = climbing up 0.000 0.993 0.959 0.976 c = jumping 0.018 0.820 0.463 0.592 d = lying 0.044 0.565 0.317 0.406 e = sitting 0.195 0.319 0.634 0.424 f = standing 0.003 0.984 0.954 0.969 g = running 0.005 0.917 0.305 0.458 h = walking ------------------------------------------------------- 0.057 0.724 0.630 0.625 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.219 0.405 0.961 0.570 a = climbing down 0.004 0.357 0.081 0.132 b = climbing up 0.006 0.803 0.987 0.886 c = jumping 0.076 0.751 0.987 0.853 d = lying 0.003 0.985 0.957 0.971 e = sitting 0.010 0.926 0.615 0.740 f = standing 0.001 0.987 0.941 0.963 g = running 0.005 0.704 0.052 0.096 h = walking ------------------------------------------------------- 0.047 0.782 0.723 0.677 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.918 0.951 0.934 a = climbing down 0.024 0.842 0.839 0.841 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.019 0.893 0.969 0.929 d = lying 0.032 0.819 0.952 0.881 e = sitting 0.009 0.939 0.849 0.892 f = standing 0.001 0.992 0.862 0.922 g = running 0.021 0.888 0.883 0.886 h = walking ------------------------------------------------------- 0.016 0.904 0.900 0.900 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.073 0.460 0.413 0.435 a = climbing down 0.118 0.608 0.947 0.741 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.009 0.924 0.675 0.780 d = lying 0.084 0.573 0.983 0.724 e = sitting 0.049 0.696 0.786 0.738 f = standing 0.001 0.995 0.673 0.803 g = running 0.009 0.873 0.422 0.569 h = walking ------------------------------------------------------- 0.046 0.756 0.702 0.698 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.080 0.546 0.781 0.643 a = climbing down 0.090 0.589 0.936 0.723 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.007 0.951 0.820 0.881 d = lying 0.041 0.740 0.909 0.816 e = sitting 0.034 0.782 0.858 0.818 f = standing 0.004 0.985 0.885 0.932 g = running 0.008 0.803 0.186 0.302 h = walking ------------------------------------------------------- 0.032 0.804 0.768 0.748 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.750 0.833 0.789 a = climbing down 0.104 0.458 0.615 0.525 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.040 0.801 0.891 0.843 d = lying 0.031 0.832 0.941 0.883 e = sitting 0.018 0.866 0.652 0.744 f = standing 0.000 0.998 0.998 0.998 g = running 0.033 0.638 0.375 0.472 h = walking ------------------------------------------------------- 0.035 0.779 0.771 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.719 0.604 0.656 a = climbing down 0.089 0.619 0.882 0.727 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.018 0.887 0.833 0.859 d = lying 0.024 0.815 0.744 0.778 e = sitting 0.063 0.683 0.791 0.733 f = standing 0.000 0.998 0.961 0.979 g = running 0.015 0.882 0.647 0.746 h = walking ------------------------------------------------------- 0.033 0.811 0.794 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.895 0.801 0.845 a = climbing down 0.049 0.729 0.466 0.569 b = climbing up 0.000 1.000 0.310 0.474 c = jumping 0.081 0.532 0.701 0.605 d = lying 0.052 0.730 0.927 0.817 e = sitting 0.109 0.379 0.426 0.401 f = standing 0.028 0.846 0.975 0.906 g = running 0.025 0.846 0.810 0.828 h = walking ------------------------------------------------------- 0.050 0.713 0.696 0.690 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.809 0.856 a = climbing down 0.045 0.711 0.823 0.763 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.008 0.957 0.973 0.965 d = lying 0.015 0.919 0.949 0.934 e = sitting 0.014 0.895 0.905 0.900 f = standing 0.001 0.995 0.946 0.970 g = running 0.028 0.830 0.801 0.815 h = walking ------------------------------------------------------- 0.016 0.899 0.895 0.896 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.076 0.492 0.849 0.623 a = climbing down 0.011 0.708 0.206 0.319 b = climbing up 0.000 1.000 0.680 0.809 c = jumping 0.030 0.805 0.678 0.736 d = lying 0.025 0.862 0.753 0.804 e = sitting 0.076 0.646 0.869 0.741 f = standing 0.023 0.892 0.984 0.936 g = running 0.048 0.764 0.821 0.791 h = walking ------------------------------------------------------- 0.038 0.769 0.749 0.735 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.947 0.690 0.799 a = climbing down 0.076 0.695 0.963 0.807 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.004 0.954 0.463 0.623 d = lying 0.042 0.771 0.946 0.850 e = sitting 0.084 0.542 0.734 0.623 f = standing 0.004 0.980 0.990 0.985 g = running 0.020 0.869 0.741 0.800 h = walking ------------------------------------------------------- 0.032 0.833 0.797 0.793 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.945 0.896 0.920 a = climbing down 0.032 0.807 0.876 0.840 b = climbing up 0.000 0.993 0.869 0.927 c = jumping 0.006 0.966 0.958 0.962 d = lying 0.051 0.731 0.925 0.817 e = sitting 0.017 0.868 0.651 0.744 f = standing 0.004 0.978 0.999 0.988 g = running 0.019 0.892 0.872 0.882 h = walking ------------------------------------------------------- 0.018 0.889 0.883 0.882 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.468 0.275 0.347 a = climbing down 0.195 0.424 0.888 0.574 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.004 0.977 0.916 0.945 d = lying 0.097 0.552 0.961 0.701 e = sitting 0.018 0.815 0.441 0.572 f = standing 0.001 0.995 0.996 0.995 g = running 0.017 0.593 0.145 0.234 h = walking ------------------------------------------------------- 0.048 0.722 0.679 0.652 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.194 0.142 0.469 0.218 a = climbing down 0.002 0.929 0.186 0.310 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.006 0.968 0.935 0.951 d = lying 0.015 0.923 0.979 0.950 e = sitting 0.009 0.946 0.916 0.931 f = standing 0.075 0.699 1.000 0.823 g = running 0.009 0.888 0.343 0.495 h = walking ------------------------------------------------------- 0.030 0.847 0.720 0.721 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.881 0.657 0.753 a = climbing down 0.108 0.536 0.828 0.651 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.005 0.968 0.850 0.905 d = lying 0.033 0.800 0.906 0.850 e = sitting 0.031 0.811 0.808 0.810 f = standing 0.001 0.996 0.983 0.989 g = running 0.030 0.773 0.575 0.659 h = walking ------------------------------------------------------- 0.029 0.834 0.810 0.813 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.033 0.769 0.785 0.777 a = climbing down 0.122 0.558 0.943 0.701 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.020 0.786 0.388 0.519 d = lying 0.080 0.352 0.345 0.349 e = sitting 0.184 0.276 0.433 0.337 f = standing 0.009 0.949 0.931 0.940 g = running 0.012 0.841 0.355 0.500 h = walking ------------------------------------------------------- 0.062 0.670 0.603 0.601 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.036 0.797 0.916 0.852 a = climbing down 0.010 0.508 0.328 0.399 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.970 0.990 0.980 d = lying 0.011 0.949 0.917 0.933 e = sitting 0.018 0.911 0.911 0.911 f = standing 0.002 0.986 1.000 0.993 g = running 0.014 0.929 0.883 0.906 h = walking ------------------------------------------------------- 0.014 0.915 0.917 0.914 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.913 0.903 a = climbing down 0.042 0.764 0.865 0.811 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.045 0.787 0.983 0.874 d = lying 0.013 0.914 0.895 0.904 e = sitting 0.012 0.906 0.710 0.796 f = standing 0.008 0.962 0.941 0.952 g = running 0.017 0.895 0.783 0.835 h = walking ------------------------------------------------------- 0.021 0.879 0.872 0.871 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.083 0.559 0.692 0.619 a = climbing down 0.056 0.708 0.687 0.697 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.952 0.827 0.885 d = lying 0.051 0.691 0.978 0.810 e = sitting 0.033 0.761 0.813 0.786 f = standing 0.000 0.998 0.786 0.879 g = running 0.020 0.842 0.735 0.785 h = walking ------------------------------------------------------- 0.033 0.806 0.782 0.787 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.707 0.801 0.751 a = climbing down 0.029 0.744 0.611 0.671 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.065 0.611 0.687 0.647 d = lying 0.071 0.645 0.927 0.761 e = sitting 0.053 0.615 0.537 0.573 f = standing 0.003 0.987 0.735 0.842 g = running 0.057 0.696 0.764 0.728 h = walking ------------------------------------------------------- 0.041 0.745 0.725 0.726 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.102 0.528 0.846 0.650 a = climbing down 0.068 0.490 0.444 0.466 b = climbing up 0.000 0.667 0.667 0.667 c = jumping 0.023 0.882 0.888 0.885 d = lying 0.066 0.647 0.819 0.723 e = sitting 0.043 0.687 0.540 0.605 f = standing 0.001 0.993 0.989 0.991 g = running 0.012 0.868 0.486 0.623 h = walking ------------------------------------------------------- 0.041 0.747 0.726 0.722 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.050 0.611 0.630 0.621 a = climbing down 0.054 0.702 0.752 0.726 b = climbing up 0.002 0.899 0.977 0.936 c = jumping 0.012 0.931 0.871 0.900 d = lying 0.032 0.760 0.722 0.741 e = sitting 0.060 0.675 0.779 0.723 f = standing 0.001 0.994 0.950 0.972 g = running 0.026 0.830 0.759 0.793 h = walking ------------------------------------------------------- 0.031 0.802 0.795 0.797 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.712 0.790 0.749 a = climbing down 0.031 0.823 0.512 0.632 b = climbing up 0.000 1.000 0.112 0.202 c = jumping 0.054 0.595 0.522 0.556 d = lying 0.035 0.799 0.954 0.870 e = sitting 0.132 0.419 0.621 0.501 f = standing 0.027 0.850 0.980 0.910 g = running 0.016 0.900 0.877 0.888 h = walking ------------------------------------------------------- 0.045 0.743 0.716 0.710 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.638 0.775 a = climbing down 0.033 0.774 0.839 0.805 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.974 0.975 0.974 d = lying 0.036 0.786 0.903 0.841 e = sitting 0.025 0.850 0.841 0.846 f = standing 0.000 0.999 0.904 0.949 g = running 0.049 0.759 0.911 0.828 h = walking ------------------------------------------------------- 0.020 0.884 0.871 0.871 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.058 0.579 0.903 0.706 a = climbing down 0.023 0.590 0.322 0.417 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.017 0.894 0.715 0.795 d = lying 0.032 0.830 0.782 0.805 e = sitting 0.074 0.659 0.866 0.748 f = standing 0.003 0.985 0.998 0.991 g = running 0.027 0.858 0.829 0.843 h = walking ------------------------------------------------------- 0.030 0.807 0.796 0.791 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.872 0.572 0.691 a = climbing down 0.063 0.660 0.777 0.714 b = climbing up 0.000 0.992 0.738 0.846 c = jumping 0.009 0.951 0.956 0.954 d = lying 0.035 0.783 0.867 0.823 e = sitting 0.023 0.849 0.762 0.803 f = standing 0.007 0.964 0.995 0.979 g = running 0.053 0.720 0.801 0.758 h = walking ------------------------------------------------------- 0.028 0.835 0.826 0.825 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.650 0.825 0.727 a = climbing down 0.061 0.653 0.730 0.689 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.001 0.997 0.991 0.994 d = lying 0.072 0.617 0.748 0.676 e = sitting 0.040 0.681 0.546 0.606 f = standing 0.003 0.983 0.998 0.990 g = running 0.009 0.937 0.677 0.786 h = walking ------------------------------------------------------- 0.031 0.808 0.793 0.794 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.764 0.562 0.648 a = climbing down 0.155 0.502 0.944 0.656 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.005 0.974 0.955 0.964 d = lying 0.077 0.601 0.888 0.717 e = sitting 0.015 0.809 0.420 0.553 f = standing 0.002 0.991 1.000 0.995 g = running 0.015 0.805 0.349 0.487 h = walking ------------------------------------------------------- 0.039 0.797 0.748 0.736 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.240 0.207 0.906 0.337 a = climbing down 0.003 0.885 0.153 0.261 b = climbing up 0.000 0.985 1.000 0.993 c = jumping 0.000 0.992 0.205 0.340 d = lying 0.144 0.546 0.995 0.705 e = sitting 0.145 0.158 0.169 0.163 f = standing 0.014 0.927 0.999 0.962 g = running 0.020 0.710 0.223 0.339 h = walking ------------------------------------------------------- 0.063 0.686 0.497 0.467 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.719 0.791 a = climbing down 0.042 0.743 0.776 0.759 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.019 0.891 0.900 0.896 d = lying 0.014 0.747 0.272 0.398 e = sitting 0.115 0.582 0.899 0.707 f = standing 0.000 0.999 0.963 0.981 g = running 0.043 0.784 0.880 0.829 h = walking ------------------------------------------------------- 0.035 0.808 0.791 0.778 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.625 0.746 a = climbing down 0.095 0.623 0.965 0.757 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.015 0.905 0.746 0.818 d = lying 0.049 0.388 0.247 0.302 e = sitting 0.133 0.431 0.624 0.510 f = standing 0.002 0.986 0.968 0.977 g = running 0.014 0.906 0.751 0.821 h = walking ------------------------------------------------------- 0.043 0.760 0.728 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.090 0.616 0.928 0.741 a = climbing down 0.005 0.630 0.274 0.382 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.010 0.957 0.962 0.959 d = lying 0.015 0.938 0.980 0.959 e = sitting 0.005 0.972 0.891 0.930 f = standing 0.006 0.947 1.000 0.973 g = running 0.015 0.896 0.628 0.739 h = walking ------------------------------------------------------- 0.021 0.890 0.875 0.872 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.931 0.911 a = climbing down 0.033 0.798 0.847 0.822 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.064 0.707 0.924 0.801 d = lying 0.023 0.864 0.966 0.912 e = sitting 0.014 0.878 0.595 0.709 f = standing 0.003 0.983 0.888 0.933 g = running 0.021 0.884 0.828 0.855 h = walking ------------------------------------------------------- 0.024 0.864 0.854 0.852 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.105 0.444 0.567 0.498 a = climbing down 0.082 0.658 0.786 0.716 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.034 0.773 0.714 0.742 d = lying 0.081 0.576 0.978 0.725 e = sitting 0.038 0.703 0.612 0.654 f = standing 0.001 0.995 0.693 0.817 g = running 0.008 0.903 0.525 0.664 h = walking ------------------------------------------------------- 0.046 0.745 0.697 0.701 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.033 0.736 0.763 0.749 a = climbing down 0.041 0.740 0.853 0.792 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.022 0.841 0.775 0.807 d = lying 0.074 0.643 0.960 0.770 e = sitting 0.037 0.769 0.787 0.778 f = standing 0.003 0.986 0.741 0.846 g = running 0.020 0.865 0.759 0.808 h = walking ------------------------------------------------------- 0.029 0.822 0.799 0.802 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.063 0.650 0.819 0.725 a = climbing down 0.115 0.376 0.476 0.420 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.891 0.877 0.884 d = lying 0.017 0.889 0.919 0.904 e = sitting 0.031 0.818 0.797 0.807 f = standing 0.001 0.996 1.000 0.998 g = running 0.039 0.563 0.306 0.396 h = walking ------------------------------------------------------- 0.038 0.756 0.752 0.747 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.021 0.694 0.384 0.495 a = climbing down 0.180 0.465 0.960 0.627 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.023 0.827 0.658 0.733 d = lying 0.029 0.789 0.778 0.784 e = sitting 0.083 0.610 0.751 0.673 f = standing 0.003 0.985 0.954 0.969 g = running 0.010 0.821 0.278 0.415 h = walking ------------------------------------------------------- 0.049 0.753 0.698 0.686 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.770 0.804 0.787 a = climbing down 0.024 0.843 0.457 0.592 b = climbing up 0.000 1.000 0.109 0.197 c = jumping 0.049 0.632 0.632 0.632 d = lying 0.035 0.793 0.878 0.833 e = sitting 0.128 0.451 0.668 0.539 f = standing 0.024 0.864 0.969 0.914 g = running 0.035 0.812 0.921 0.863 h = walking ------------------------------------------------------- 0.044 0.753 0.724 0.715 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.770 0.816 a = climbing down 0.035 0.744 0.761 0.752 b = climbing up 0.000 0.994 0.966 0.980 c = jumping 0.010 0.944 0.975 0.959 d = lying 0.023 0.852 0.893 0.872 e = sitting 0.021 0.877 0.860 0.868 f = standing 0.001 0.996 0.952 0.973 g = running 0.041 0.775 0.828 0.800 h = walking ------------------------------------------------------- 0.019 0.876 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.075 0.515 0.911 0.658 a = climbing down 0.008 0.802 0.242 0.372 b = climbing up 0.000 1.000 0.484 0.652 c = jumping 0.028 0.777 0.500 0.608 d = lying 0.024 0.872 0.820 0.845 e = sitting 0.109 0.548 0.823 0.658 f = standing 0.017 0.920 0.997 0.957 g = running 0.042 0.794 0.857 0.824 h = walking ------------------------------------------------------- 0.040 0.773 0.738 0.723 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.046 0.697 0.782 0.737 a = climbing down 0.037 0.786 0.802 0.794 b = climbing up 0.000 0.990 0.631 0.771 c = jumping 0.018 0.853 0.601 0.705 d = lying 0.018 0.827 0.598 0.694 e = sitting 0.123 0.522 0.799 0.632 f = standing 0.012 0.938 0.992 0.964 g = running 0.030 0.794 0.703 0.746 h = walking ------------------------------------------------------- 0.040 0.781 0.755 0.757 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.865 0.896 a = climbing down 0.037 0.789 0.928 0.853 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.015 0.922 0.959 0.940 d = lying 0.068 0.632 0.785 0.700 e = sitting 0.034 0.726 0.532 0.614 f = standing 0.008 0.956 1.000 0.977 g = running 0.010 0.938 0.832 0.882 h = walking ------------------------------------------------------- 0.025 0.849 0.844 0.841 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.763 0.685 0.722 a = climbing down 0.068 0.671 0.883 0.762 b = climbing up 0.018 0.580 0.989 0.731 c = jumping 0.005 0.963 0.653 0.778 d = lying 0.087 0.565 0.917 0.699 e = sitting 0.073 0.579 0.526 0.551 f = standing 0.001 0.994 0.888 0.938 g = running 0.022 0.831 0.635 0.720 h = walking ------------------------------------------------------- 0.038 0.773 0.739 0.741 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.278 0.179 0.882 0.298 a = climbing down 0.001 0.922 0.111 0.199 b = climbing up 0.034 0.395 0.982 0.563 c = jumping 0.004 0.980 0.900 0.938 d = lying 0.111 0.599 0.983 0.745 e = sitting 0.009 0.899 0.428 0.580 f = standing 0.024 0.849 0.778 0.812 g = running 0.016 0.145 0.013 0.024 h = walking ------------------------------------------------------- 0.043 0.676 0.566 0.533 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.763 0.774 0.768 a = climbing down 0.032 0.724 0.569 0.638 b = climbing up 0.000 0.980 0.961 0.970 c = jumping 0.021 0.865 0.746 0.801 d = lying 0.014 0.801 0.377 0.513 e = sitting 0.138 0.521 0.824 0.639 f = standing 0.000 0.999 0.964 0.981 g = running 0.056 0.736 0.888 0.805 h = walking ------------------------------------------------------- 0.042 0.779 0.751 0.747 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.726 0.836 a = climbing down 0.054 0.726 0.911 0.808 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.013 0.695 0.161 0.262 d = lying 0.071 0.458 0.375 0.412 e = sitting 0.236 0.249 0.504 0.334 f = standing 0.003 0.984 0.997 0.990 g = running 0.019 0.895 0.906 0.900 h = walking ------------------------------------------------------- 0.054 0.720 0.657 0.653 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.101 0.600 0.974 0.743 a = climbing down 0.005 0.569 0.220 0.318 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.000 0.998 0.987 0.992 d = lying 0.024 0.906 0.987 0.944 e = sitting 0.004 0.980 0.878 0.926 f = standing 0.002 0.981 0.998 0.990 g = running 0.003 0.980 0.610 0.752 h = walking ------------------------------------------------------- 0.019 0.907 0.881 0.878 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.948 0.922 a = climbing down 0.020 0.842 0.693 0.760 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.043 0.792 0.987 0.879 d = lying 0.019 0.866 0.839 0.852 e = sitting 0.023 0.845 0.705 0.769 f = standing 0.001 0.993 0.940 0.966 g = running 0.040 0.810 0.917 0.860 h = walking ------------------------------------------------------- 0.022 0.868 0.864 0.862 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.580 0.623 0.601 a = climbing down 0.100 0.629 0.870 0.730 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.948 0.771 0.850 d = lying 0.063 0.640 0.968 0.770 e = sitting 0.031 0.755 0.757 0.756 f = standing 0.001 0.997 0.797 0.886 g = running 0.009 0.889 0.485 0.628 h = walking ------------------------------------------------------- 0.038 0.797 0.759 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.022 0.804 0.772 0.788 a = climbing down 0.054 0.695 0.893 0.781 b = climbing up 0.000 1.000 0.815 0.898 c = jumping 0.085 0.604 0.877 0.715 d = lying 0.050 0.709 0.865 0.779 e = sitting 0.044 0.580 0.394 0.469 f = standing 0.004 0.983 0.801 0.882 g = running 0.015 0.890 0.723 0.798 h = walking ------------------------------------------------------- 0.035 0.780 0.761 0.759 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.737 0.815 0.774 a = climbing down 0.105 0.444 0.604 0.512 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.009 0.950 0.935 0.942 d = lying 0.036 0.788 0.797 0.793 e = sitting 0.044 0.754 0.754 0.754 f = standing 0.001 0.993 0.999 0.996 g = running 0.032 0.647 0.382 0.480 h = walking ------------------------------------------------------- 0.035 0.778 0.770 0.768 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.094 0.490 0.705 0.578 a = climbing down 0.029 0.755 0.544 0.632 b = climbing up 0.002 0.894 0.984 0.937 c = jumping 0.010 0.935 0.818 0.873 d = lying 0.030 0.721 0.542 0.619 e = sitting 0.095 0.581 0.806 0.676 f = standing 0.004 0.979 0.933 0.956 g = running 0.036 0.780 0.733 0.756 h = walking ------------------------------------------------------- 0.039 0.767 0.740 0.744 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.851 0.826 0.838 a = climbing down 0.035 0.817 0.549 0.657 b = climbing up 0.000 1.000 0.379 0.550 c = jumping 0.058 0.563 0.572 0.567 d = lying 0.032 0.800 0.856 0.827 e = sitting 0.125 0.442 0.634 0.521 f = standing 0.016 0.907 0.979 0.942 g = running 0.030 0.837 0.877 0.856 h = walking ------------------------------------------------------- 0.043 0.757 0.733 0.734 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.030 0.776 0.866 0.819 a = climbing down 0.043 0.693 0.734 0.713 b = climbing up 0.000 0.982 0.943 0.962 c = jumping 0.007 0.958 0.976 0.967 d = lying 0.076 0.454 0.369 0.407 e = sitting 0.112 0.545 0.801 0.649 f = standing 0.001 0.990 0.678 0.805 g = running 0.037 0.773 0.751 0.762 h = walking ------------------------------------------------------- 0.042 0.755 0.736 0.735 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.097 0.462 0.947 0.621 a = climbing down 0.099 0.242 0.307 0.270 b = climbing up 0.001 0.966 0.929 0.947 c = jumping 0.013 0.914 0.682 0.781 d = lying 0.051 0.627 0.415 0.499 e = sitting 0.152 0.454 0.782 0.574 f = standing 0.006 0.970 0.978 0.974 g = running 0.003 0.947 0.294 0.449 h = walking ------------------------------------------------------- 0.051 0.718 0.629 0.626 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.041 0.733 0.868 0.795 a = climbing down 0.052 0.699 0.784 0.739 b = climbing up 0.000 0.991 0.700 0.821 c = jumping 0.005 0.970 0.908 0.938 d = lying 0.087 0.519 0.656 0.579 e = sitting 0.064 0.577 0.490 0.530 f = standing 0.007 0.961 0.994 0.977 g = running 0.023 0.810 0.602 0.691 h = walking ------------------------------------------------------- 0.038 0.767 0.757 0.757 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.036 0.742 0.895 0.811 a = climbing down 0.027 0.795 0.674 0.729 b = climbing up 0.000 0.983 0.943 0.963 c = jumping 0.001 0.995 0.989 0.992 d = lying 0.096 0.600 0.918 0.725 e = sitting 0.014 0.810 0.384 0.521 f = standing 0.002 0.992 0.997 0.995 g = running 0.023 0.879 0.876 0.877 h = walking ------------------------------------------------------- 0.026 0.844 0.827 0.819 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.845 0.573 0.683 a = climbing down 0.096 0.597 0.842 0.699 b = climbing up 0.000 1.000 0.973 0.987 c = jumping 0.002 0.990 0.946 0.967 d = lying 0.122 0.502 0.946 0.656 e = sitting 0.013 0.692 0.184 0.291 f = standing 0.005 0.975 0.998 0.987 g = running 0.039 0.733 0.617 0.670 h = walking ------------------------------------------------------- 0.038 0.781 0.748 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.199 0.228 0.881 0.362 a = climbing down 0.005 0.910 0.262 0.407 b = climbing up 0.000 0.992 0.978 0.985 c = jumping 0.000 1.000 0.915 0.955 d = lying 0.101 0.632 0.964 0.764 e = sitting 0.019 0.749 0.373 0.498 f = standing 0.022 0.887 0.999 0.940 g = running 0.006 0.939 0.441 0.600 h = walking ------------------------------------------------------- 0.036 0.821 0.683 0.683 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.870 0.842 0.856 a = climbing down 0.024 0.813 0.685 0.743 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.906 0.950 0.927 d = lying 0.049 0.692 0.749 0.719 e = sitting 0.030 0.805 0.701 0.749 f = standing 0.001 0.995 0.998 0.997 g = running 0.040 0.808 0.942 0.870 h = walking ------------------------------------------------------- 0.024 0.849 0.848 0.847 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.185 0.386 0.844 0.530 a = climbing down 0.084 0.668 0.920 0.774 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.017 0.916 0.989 0.951 d = lying 0.083 0.346 0.359 0.352 e = sitting 0.067 0.448 0.367 0.403 f = standing 0.003 0.977 0.638 0.772 g = running 0.005 0.748 0.082 0.147 h = walking ------------------------------------------------------- 0.057 0.674 0.613 0.582 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.288 0.309 0.931 0.464 a = climbing down 0.004 0.680 0.071 0.129 b = climbing up 0.000 0.987 0.933 0.960 c = jumping 0.099 0.374 0.377 0.375 d = lying 0.000 0.989 0.237 0.383 e = sitting 0.233 0.238 0.418 0.303 f = standing 0.002 0.987 0.992 0.990 g = running 0.015 0.202 0.021 0.038 h = walking ------------------------------------------------------- 0.086 0.554 0.444 0.401 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.098 0.530 0.836 0.649 a = climbing down 0.061 0.685 0.896 0.776 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.004 0.975 0.923 0.948 d = lying 0.016 0.909 0.971 0.939 e = sitting 0.014 0.898 0.952 0.924 f = standing 0.002 0.992 0.922 0.956 g = running 0.017 0.723 0.238 0.358 h = walking ------------------------------------------------------- 0.027 0.831 0.814 0.797 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.048 0.294 0.127 0.177 a = climbing down 0.161 0.531 0.943 0.680 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.005 0.958 0.764 0.850 d = lying 0.065 0.635 0.980 0.771 e = sitting 0.031 0.791 0.810 0.800 f = standing 0.000 0.997 0.652 0.788 g = running 0.034 0.741 0.670 0.704 h = walking ------------------------------------------------------- 0.048 0.725 0.704 0.688 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.188 0.367 0.895 0.521 a = climbing down 0.025 0.802 0.738 0.769 b = climbing up 0.000 1.000 0.073 0.136 c = jumping 0.014 0.871 0.606 0.715 d = lying 0.074 0.614 0.909 0.733 e = sitting 0.065 0.607 0.713 0.656 f = standing 0.021 0.917 0.798 0.854 g = running 0.015 0.057 0.005 0.010 h = walking ------------------------------------------------------- 0.049 0.636 0.646 0.611 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.712 0.768 0.739 a = climbing down 0.096 0.523 0.733 0.611 b = climbing up 0.000 0.667 0.667 0.667 c = jumping 0.049 0.746 0.790 0.768 d = lying 0.017 0.894 0.979 0.934 e = sitting 0.034 0.758 0.631 0.688 f = standing 0.001 0.993 0.995 0.994 g = running 0.024 0.798 0.504 0.618 h = walking ------------------------------------------------------- 0.036 0.783 0.770 0.768 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.186 0.388 0.801 0.523 a = climbing down 0.031 0.785 0.669 0.723 b = climbing up 0.001 0.975 0.969 0.972 c = jumping 0.032 0.784 0.844 0.813 d = lying 0.022 0.847 0.812 0.829 e = sitting 0.044 0.740 0.722 0.731 f = standing 0.004 0.983 0.971 0.977 g = running 0.014 0.549 0.103 0.174 h = walking ------------------------------------------------------- 0.044 0.740 0.712 0.695 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.082 0.397 0.626 0.486 a = climbing down 0.035 0.824 0.522 0.639 b = climbing up 0.000 1.000 0.853 0.921 c = jumping 0.045 0.663 0.636 0.649 d = lying 0.025 0.862 0.976 0.915 e = sitting 0.098 0.560 0.787 0.654 f = standing 0.021 0.792 0.515 0.624 g = running 0.036 0.802 0.933 0.863 h = walking ------------------------------------------------------- 0.045 0.736 0.704 0.702 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.776 0.732 0.753 a = climbing down 0.042 0.737 0.844 0.787 b = climbing up 0.000 0.987 0.912 0.948 c = jumping 0.016 0.914 0.970 0.941 d = lying 0.045 0.764 0.969 0.855 e = sitting 0.011 0.910 0.854 0.881 f = standing 0.002 0.987 0.787 0.876 g = running 0.026 0.843 0.796 0.819 h = walking ------------------------------------------------------- 0.023 0.861 0.851 0.851 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.507 0.789 0.617 a = climbing down 0.015 0.790 0.466 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.830 0.273 0.410 d = lying 0.018 0.900 0.836 0.867 e = sitting 0.146 0.491 0.890 0.633 f = standing 0.012 0.939 0.996 0.967 g = running 0.024 0.848 0.726 0.782 h = walking ------------------------------------------------------- 0.042 0.779 0.723 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.856 0.537 0.660 a = climbing down 0.040 0.778 0.787 0.782 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.009 0.899 0.477 0.624 d = lying 0.027 0.851 0.924 0.886 e = sitting 0.082 0.566 0.818 0.669 f = standing 0.004 0.980 0.972 0.976 g = running 0.073 0.710 0.909 0.798 h = walking ------------------------------------------------------- 0.034 0.814 0.789 0.784 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.695 0.810 a = climbing down 0.054 0.722 0.914 0.807 b = climbing up 0.000 0.986 0.773 0.866 c = jumping 0.013 0.931 0.951 0.941 d = lying 0.055 0.683 0.798 0.736 e = sitting 0.037 0.733 0.613 0.668 f = standing 0.008 0.955 0.998 0.976 g = running 0.025 0.858 0.827 0.842 h = walking ------------------------------------------------------- 0.027 0.842 0.832 0.831 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.047 0.663 0.823 0.734 a = climbing down 0.069 0.660 0.919 0.768 b = climbing up 0.000 1.000 0.897 0.946 c = jumping 0.001 0.995 0.910 0.951 d = lying 0.079 0.708 0.969 0.818 e = sitting 0.017 0.834 0.525 0.644 f = standing 0.004 0.979 0.999 0.989 g = running 0.012 0.875 0.470 0.611 h = walking ------------------------------------------------------- 0.031 0.828 0.803 0.794 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.156 0.267 0.802 0.400 a = climbing down 0.005 0.910 0.327 0.481 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.006 0.969 0.904 0.935 d = lying 0.040 0.807 0.986 0.888 e = sitting 0.008 0.944 0.803 0.868 f = standing 0.130 0.589 0.997 0.740 g = running 0.002 0.860 0.067 0.125 h = walking ------------------------------------------------------- 0.040 0.810 0.693 0.657 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.732 0.410 0.526 a = climbing down 0.110 0.535 0.814 0.646 b = climbing up 0.005 0.810 0.994 0.893 c = jumping 0.005 0.973 0.935 0.954 d = lying 0.012 0.876 0.567 0.688 e = sitting 0.073 0.664 0.911 0.768 f = standing 0.000 1.000 0.916 0.956 g = running 0.068 0.615 0.581 0.597 h = walking ------------------------------------------------------- 0.040 0.775 0.748 0.745 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.138 0.476 0.925 0.629 a = climbing down 0.039 0.789 0.811 0.800 b = climbing up 0.000 0.978 0.971 0.974 c = jumping 0.010 0.944 0.978 0.961 d = lying 0.101 0.390 0.404 0.397 e = sitting 0.088 0.311 0.277 0.293 f = standing 0.002 0.985 0.855 0.916 g = running 0.011 0.835 0.313 0.455 h = walking ------------------------------------------------------- 0.051 0.699 0.661 0.653 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.154 0.455 0.919 0.609 a = climbing down 0.015 0.810 0.482 0.604 b = climbing up 0.008 0.721 0.994 0.836 c = jumping 0.038 0.804 0.981 0.884 d = lying 0.001 0.993 0.968 0.980 e = sitting 0.003 0.974 0.751 0.848 f = standing 0.006 0.966 0.945 0.955 g = running 0.011 0.885 0.451 0.598 h = walking ------------------------------------------------------- 0.029 0.850 0.792 0.792 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.795 0.920 0.853 a = climbing down 0.157 0.456 0.865 0.597 b = climbing up 0.000 0.989 0.994 0.992 c = jumping 0.014 0.923 0.981 0.951 d = lying 0.013 0.917 0.900 0.908 e = sitting 0.018 0.862 0.831 0.846 f = standing 0.001 0.995 0.979 0.987 g = running 0.004 0.864 0.126 0.221 h = walking ------------------------------------------------------- 0.031 0.844 0.795 0.767 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.593 0.381 0.464 a = climbing down 0.203 0.458 0.864 0.599 b = climbing up 0.000 0.985 0.977 0.981 c = jumping 0.000 0.997 0.782 0.877 d = lying 0.055 0.671 0.959 0.790 e = sitting 0.028 0.779 0.746 0.762 f = standing 0.001 0.995 0.841 0.912 g = running 0.025 0.561 0.218 0.314 h = walking ------------------------------------------------------- 0.052 0.738 0.699 0.689 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.147 0.420 0.896 0.572 a = climbing down 0.025 0.817 0.792 0.805 b = climbing up 0.000 1.000 0.589 0.742 c = jumping 0.038 0.761 0.786 0.773 d = lying 0.082 0.585 0.876 0.702 e = sitting 0.054 0.611 0.587 0.599 f = standing 0.010 0.954 0.723 0.823 g = running 0.023 0.477 0.121 0.193 h = walking ------------------------------------------------------- 0.046 0.699 0.667 0.650 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.751 0.655 0.700 a = climbing down 0.144 0.454 0.877 0.598 b = climbing up 0.001 0.921 0.955 0.938 c = jumping 0.031 0.839 0.932 0.883 d = lying 0.035 0.830 0.977 0.898 e = sitting 0.009 0.924 0.654 0.766 f = standing 0.003 0.985 0.991 0.988 g = running 0.007 0.884 0.295 0.443 h = walking ------------------------------------------------------- 0.033 0.826 0.776 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.119 0.489 0.760 0.595 a = climbing down 0.028 0.802 0.674 0.732 b = climbing up 0.017 0.552 0.994 0.710 c = jumping 0.005 0.965 0.935 0.950 d = lying 0.036 0.757 0.751 0.754 e = sitting 0.045 0.744 0.805 0.773 f = standing 0.001 0.995 0.843 0.912 g = running 0.038 0.648 0.435 0.520 h = walking ------------------------------------------------------- 0.037 0.774 0.748 0.750 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.007 0.900 0.744 0.814 a = climbing down 0.034 0.847 0.615 0.713 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.060 0.631 0.727 0.675 d = lying 0.024 0.867 0.980 0.920 e = sitting 0.090 0.557 0.702 0.621 f = standing 0.001 0.992 0.962 0.977 g = running 0.026 0.849 0.906 0.877 h = walking ------------------------------------------------------- 0.035 0.810 0.794 0.795 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.029 0.780 0.849 0.813 a = climbing down 0.056 0.664 0.797 0.724 b = climbing up 0.006 0.771 0.965 0.857 c = jumping 0.010 0.944 0.991 0.967 d = lying 0.046 0.768 0.823 0.794 e = sitting 0.042 0.714 0.811 0.759 f = standing 0.001 0.995 0.763 0.864 g = running 0.012 0.915 0.735 0.815 h = walking ------------------------------------------------------- 0.025 0.840 0.824 0.826 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.035 0.714 0.762 0.737 a = climbing down 0.089 0.498 0.874 0.635 b = climbing up 0.000 1.000 0.950 0.975 c = jumping 0.004 0.971 0.699 0.813 d = lying 0.037 0.812 0.812 0.812 e = sitting 0.076 0.639 0.839 0.725 f = standing 0.013 0.935 0.994 0.963 g = running 0.005 0.945 0.442 0.603 h = walking ------------------------------------------------------- 0.032 0.819 0.772 0.771 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.509 0.156 0.239 a = climbing down 0.237 0.390 0.966 0.556 b = climbing up 0.098 0.190 0.989 0.318 c = jumping 0.004 0.958 0.594 0.733 d = lying 0.067 0.659 0.717 0.687 e = sitting 0.102 0.432 0.590 0.499 f = standing 0.000 0.997 0.274 0.430 g = running 0.018 0.739 0.259 0.384 h = walking ------------------------------------------------------- 0.062 0.676 0.517 0.505 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.055 0.634 0.848 0.726 a = climbing down 0.035 0.788 0.833 0.810 b = climbing up 0.002 0.910 0.992 0.949 c = jumping 0.000 0.997 0.987 0.992 d = lying 0.052 0.757 0.907 0.825 e = sitting 0.019 0.845 0.671 0.748 f = standing 0.010 0.946 0.990 0.968 g = running 0.007 0.941 0.633 0.757 h = walking ------------------------------------------------------- 0.023 0.858 0.843 0.842 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.043 0.647 0.704 0.674 a = climbing down 0.086 0.601 0.791 0.683 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.003 0.980 0.981 0.981 d = lying 0.052 0.765 0.913 0.832 e = sitting 0.013 0.868 0.589 0.702 f = standing 0.015 0.922 0.998 0.959 g = running 0.036 0.711 0.465 0.563 h = walking ------------------------------------------------------- 0.034 0.795 0.788 0.781 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.113 0.272 0.629 0.380 a = climbing down 0.066 0.536 0.504 0.519 b = climbing up 0.000 0.977 0.963 0.970 c = jumping 0.000 0.999 0.900 0.947 d = lying 0.011 0.942 0.968 0.955 e = sitting 0.018 0.895 0.963 0.928 f = standing 0.051 0.792 0.996 0.882 g = running 0.001 0.991 0.333 0.498 h = walking ------------------------------------------------------- 0.028 0.834 0.769 0.766 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.793 0.692 0.739 a = climbing down 0.062 0.648 0.764 0.701 b = climbing up 0.000 1.000 0.830 0.907 c = jumping 0.002 0.985 0.968 0.976 d = lying 0.045 0.749 0.816 0.781 e = sitting 0.034 0.772 0.730 0.750 f = standing 0.007 0.964 0.988 0.975 g = running 0.034 0.801 0.737 0.768 h = walking ------------------------------------------------------- 0.028 0.825 0.821 0.821 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.220 0.363 0.949 0.525 a = climbing down 0.036 0.762 0.660 0.708 b = climbing up 0.000 0.993 0.966 0.979 c = jumping 0.003 0.971 0.655 0.782 d = lying 0.084 0.460 0.403 0.430 e = sitting 0.161 0.261 0.404 0.317 f = standing 0.001 0.983 0.337 0.502 g = running 0.036 0.612 0.316 0.417 h = walking ------------------------------------------------------- 0.069 0.653 0.529 0.538 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.231 0.361 0.944 0.523 a = climbing down 0.009 0.884 0.524 0.658 b = climbing up 0.010 0.674 0.976 0.797 c = jumping 0.055 0.739 0.992 0.847 d = lying 0.002 0.990 0.980 0.985 e = sitting 0.003 0.974 0.669 0.793 f = standing 0.002 0.989 0.931 0.959 g = running 0.004 0.351 0.011 0.021 h = walking ------------------------------------------------------- 0.039 0.760 0.722 0.688 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.104 0.521 0.838 0.643 a = climbing down 0.030 0.732 0.536 0.619 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.018 0.892 0.883 0.888 d = lying 0.028 0.729 0.489 0.585 e = sitting 0.019 0.848 0.783 0.814 f = standing 0.084 0.696 0.913 0.790 g = running 0.030 0.793 0.606 0.687 h = walking ------------------------------------------------------- 0.044 0.753 0.732 0.728 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.077 0.310 0.219 0.257 a = climbing down 0.223 0.458 0.973 0.622 b = climbing up 0.000 1.000 0.819 0.900 c = jumping 0.001 0.988 0.798 0.883 d = lying 0.083 0.573 0.967 0.720 e = sitting 0.028 0.796 0.761 0.778 f = standing 0.004 0.975 0.640 0.773 g = running 0.009 0.437 0.048 0.086 h = walking ------------------------------------------------------- 0.061 0.671 0.635 0.603 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.147 0.412 0.846 0.554 a = climbing down 0.041 0.754 0.913 0.826 b = climbing up 0.000 1.000 0.212 0.350 c = jumping 0.011 0.920 0.809 0.861 d = lying 0.055 0.682 0.913 0.781 e = sitting 0.037 0.729 0.701 0.714 f = standing 0.019 0.932 0.894 0.912 g = running 0.005 0.721 0.073 0.133 h = walking ------------------------------------------------------- 0.038 0.768 0.723 0.690 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.768 0.789 0.779 a = climbing down 0.089 0.521 0.699 0.597 b = climbing up 0.001 0.959 0.988 0.973 c = jumping 0.020 0.854 0.688 0.762 d = lying 0.032 0.832 0.932 0.879 e = sitting 0.049 0.724 0.772 0.747 f = standing 0.002 0.991 0.985 0.988 g = running 0.021 0.824 0.579 0.680 h = walking ------------------------------------------------------- 0.033 0.801 0.786 0.787 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.172 0.406 0.787 0.536 a = climbing down 0.025 0.787 0.561 0.655 b = climbing up 0.000 0.994 0.948 0.971 c = jumping 0.013 0.907 0.931 0.919 d = lying 0.024 0.818 0.720 0.766 e = sitting 0.050 0.739 0.837 0.785 f = standing 0.004 0.982 0.947 0.964 g = running 0.029 0.568 0.238 0.335 h = walking ------------------------------------------------------- 0.042 0.757 0.726 0.720 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.770 0.805 0.787 a = climbing down 0.034 0.813 0.478 0.602 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.026 0.724 0.538 0.618 d = lying 0.021 0.879 0.916 0.897 e = sitting 0.135 0.494 0.834 0.621 f = standing 0.022 0.873 0.970 0.919 g = running 0.032 0.811 0.865 0.837 h = walking ------------------------------------------------------- 0.042 0.777 0.751 0.745 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.884 0.824 0.853 a = climbing down 0.049 0.711 0.895 0.793 b = climbing up 0.000 0.988 0.942 0.964 c = jumping 0.011 0.940 0.971 0.955 d = lying 0.044 0.801 0.958 0.873 e = sitting 0.011 0.910 0.874 0.892 f = standing 0.001 0.992 0.819 0.897 g = running 0.012 0.917 0.790 0.849 h = walking ------------------------------------------------------- 0.019 0.889 0.877 0.878 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.095 0.474 0.722 0.572 a = climbing down 0.035 0.622 0.454 0.525 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.030 0.735 0.473 0.576 d = lying 0.025 0.823 0.603 0.696 e = sitting 0.143 0.464 0.795 0.586 f = standing 0.043 0.811 0.990 0.892 g = running 0.031 0.727 0.455 0.560 h = walking ------------------------------------------------------- 0.053 0.689 0.651 0.647 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.040 0.647 0.577 0.610 a = climbing down 0.073 0.676 0.868 0.760 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.002 0.964 0.392 0.557 d = lying 0.043 0.772 0.905 0.833 e = sitting 0.093 0.526 0.791 0.632 f = standing 0.001 0.993 0.823 0.900 g = running 0.032 0.837 0.825 0.831 h = walking ------------------------------------------------------- 0.038 0.792 0.753 0.748 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.781 0.862 a = climbing down 0.045 0.697 0.682 0.689 b = climbing up 0.004 0.844 0.978 0.906 c = jumping 0.008 0.957 0.966 0.961 d = lying 0.068 0.700 0.961 0.810 e = sitting 0.009 0.907 0.517 0.659 f = standing 0.003 0.985 0.970 0.977 g = running 0.053 0.752 0.897 0.818 h = walking ------------------------------------------------------- 0.027 0.851 0.834 0.830 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.926 0.704 0.800 a = climbing down 0.055 0.704 0.890 0.786 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.948 0.971 d = lying 0.098 0.657 0.971 0.784 e = sitting 0.012 0.849 0.405 0.548 f = standing 0.003 0.981 0.998 0.990 g = running 0.030 0.828 0.784 0.805 h = walking ------------------------------------------------------- 0.030 0.848 0.825 0.817 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.242 0.154 0.640 0.249 a = climbing down 0.007 0.887 0.384 0.536 b = climbing up 0.000 1.000 0.842 0.914 c = jumping 0.001 0.992 0.960 0.976 d = lying 0.009 0.952 0.968 0.960 e = sitting 0.006 0.963 0.959 0.961 f = standing 0.041 0.824 1.000 0.903 g = running 0.002 0.815 0.041 0.079 h = walking ------------------------------------------------------- 0.026 0.858 0.718 0.706 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.845 0.654 0.737 a = climbing down 0.075 0.606 0.795 0.688 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.001 0.995 0.953 0.974 d = lying 0.016 0.883 0.883 0.883 e = sitting 0.023 0.859 0.901 0.879 f = standing 0.002 0.990 0.985 0.988 g = running 0.040 0.774 0.728 0.750 h = walking ------------------------------------------------------- 0.024 0.859 0.849 0.851 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.015 0.866 0.736 0.795 a = climbing down 0.044 0.801 0.933 0.862 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.015 0.920 0.968 0.944 d = lying 0.109 0.312 0.422 0.359 e = sitting 0.063 0.506 0.342 0.408 f = standing 0.003 0.983 0.942 0.962 g = running 0.026 0.856 0.880 0.868 h = walking ------------------------------------------------------- 0.037 0.766 0.762 0.759 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.261 0.335 0.936 0.493 a = climbing down 0.009 0.806 0.277 0.412 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.010 0.939 0.966 0.952 d = lying 0.012 0.936 0.990 0.962 e = sitting 0.006 0.957 0.861 0.906 f = standing 0.001 0.997 1.000 0.998 g = running 0.006 0.621 0.054 0.099 h = walking ------------------------------------------------------- 0.038 0.812 0.733 0.702 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.189 0.373 0.924 0.531 a = climbing down 0.033 0.773 0.716 0.743 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.007 0.958 0.981 0.970 d = lying 0.024 0.861 0.949 0.903 e = sitting 0.010 0.928 0.921 0.924 f = standing 0.001 0.997 0.842 0.913 g = running 0.008 0.625 0.069 0.124 h = walking ------------------------------------------------------- 0.032 0.808 0.760 0.734 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.485 0.420 0.451 a = climbing down 0.138 0.580 0.965 0.724 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.004 0.972 0.842 0.902 d = lying 0.056 0.654 0.900 0.757 e = sitting 0.044 0.714 0.836 0.770 f = standing 0.000 0.998 0.718 0.835 g = running 0.031 0.488 0.200 0.283 h = walking ------------------------------------------------------- 0.048 0.723 0.706 0.690 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.101 0.476 0.812 0.601 a = climbing down 0.022 0.820 0.737 0.776 b = climbing up 0.000 1.000 0.078 0.144 c = jumping 0.054 0.668 0.752 0.707 d = lying 0.086 0.610 0.977 0.751 e = sitting 0.033 0.742 0.553 0.634 f = standing 0.022 0.908 0.756 0.825 g = running 0.030 0.707 0.427 0.532 h = walking ------------------------------------------------------- 0.044 0.735 0.696 0.690 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.735 0.675 0.703 a = climbing down 0.107 0.482 0.682 0.565 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.013 0.926 0.872 0.898 d = lying 0.027 0.839 0.970 0.900 e = sitting 0.023 0.855 0.797 0.825 f = standing 0.001 0.993 1.000 0.996 g = running 0.045 0.668 0.478 0.557 h = walking ------------------------------------------------------- 0.031 0.687 0.684 0.681 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.113 0.489 0.734 0.587 a = climbing down 0.025 0.805 0.592 0.682 b = climbing up 0.036 0.359 1.000 0.529 c = jumping 0.011 0.918 0.923 0.921 d = lying 0.028 0.790 0.702 0.743 e = sitting 0.050 0.723 0.803 0.761 f = standing 0.001 0.992 0.757 0.858 g = running 0.053 0.619 0.524 0.568 h = walking ------------------------------------------------------- 0.039 0.762 0.721 0.729 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.697 0.662 0.679 a = climbing down 0.033 0.845 0.605 0.705 b = climbing up 0.000 1.000 0.910 0.953 c = jumping 0.042 0.704 0.701 0.703 d = lying 0.035 0.807 0.939 0.868 e = sitting 0.084 0.580 0.716 0.641 f = standing 0.012 0.923 0.966 0.944 g = running 0.026 0.848 0.915 0.880 h = walking ------------------------------------------------------- 0.037 0.788 0.779 0.777 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.591 0.736 a = climbing down 0.059 0.675 0.933 0.783 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.010 0.943 0.999 0.970 d = lying 0.058 0.666 0.813 0.732 e = sitting 0.040 0.794 0.825 0.809 f = standing 0.001 0.996 0.771 0.869 g = running 0.035 0.792 0.784 0.788 h = walking ------------------------------------------------------- 0.027 0.847 0.823 0.823 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.102 0.521 0.951 0.673 a = climbing down 0.017 0.642 0.307 0.415 b = climbing up 0.000 0.987 0.975 0.981 c = jumping 0.000 0.996 0.690 0.815 d = lying 0.043 0.805 0.909 0.854 e = sitting 0.056 0.727 0.863 0.789 f = standing 0.004 0.978 0.998 0.988 g = running 0.007 0.950 0.696 0.803 h = walking ------------------------------------------------------- 0.029 0.833 0.799 0.795 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.930 0.495 0.646 a = climbing down 0.048 0.668 0.634 0.651 b = climbing up 0.000 1.000 0.704 0.826 c = jumping 0.004 0.978 0.916 0.946 d = lying 0.047 0.749 0.892 0.814 e = sitting 0.025 0.828 0.722 0.771 f = standing 0.007 0.959 0.986 0.972 g = running 0.092 0.647 0.901 0.754 h = walking ------------------------------------------------------- 0.033 0.824 0.805 0.802 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.142 0.415 0.878 0.564 a = climbing down 0.082 0.598 0.730 0.657 b = climbing up 0.001 0.960 0.772 0.856 c = jumping 0.002 0.991 0.969 0.980 d = lying 0.066 0.568 0.563 0.565 e = sitting 0.056 0.568 0.472 0.515 f = standing 0.044 0.808 0.996 0.892 g = running 0.000 0.930 0.033 0.064 h = walking ------------------------------------------------------- 0.050 0.724 0.658 0.613 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.037 0.673 0.675 0.674 a = climbing down 0.102 0.572 0.892 0.697 b = climbing up 0.061 0.283 0.989 0.440 c = jumping 0.002 0.986 0.950 0.968 d = lying 0.030 0.828 0.784 0.806 e = sitting 0.047 0.703 0.777 0.738 f = standing 0.000 1.000 0.604 0.753 g = running 0.020 0.807 0.436 0.566 h = walking ------------------------------------------------------- 0.033 0.796 0.734 0.739 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.252 0.203 0.932 0.333 a = climbing down 0.005 0.907 0.348 0.503 b = climbing up 0.001 0.955 0.948 0.952 c = jumping 0.000 1.000 0.851 0.919 d = lying 0.152 0.532 0.997 0.694 e = sitting 0.023 0.378 0.087 0.141 f = standing 0.016 0.922 0.993 0.956 g = running 0.003 0.816 0.066 0.121 h = walking ------------------------------------------------------- 0.045 0.737 0.594 0.554 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.791 0.619 0.695 a = climbing down 0.108 0.507 0.728 0.597 b = climbing up 0.000 1.000 0.346 0.514 c = jumping 0.017 0.908 0.989 0.947 d = lying 0.027 0.696 0.418 0.522 e = sitting 0.074 0.647 0.824 0.725 f = standing 0.015 0.918 0.935 0.926 g = running 0.049 0.709 0.608 0.654 h = walking ------------------------------------------------------- 0.043 0.749 0.733 0.727 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.696 0.543 0.610 a = climbing down 0.082 0.680 0.948 0.792 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.010 0.945 0.976 0.960 d = lying 0.121 0.238 0.324 0.274 e = sitting 0.081 0.359 0.243 0.290 f = standing 0.001 0.990 0.820 0.897 g = running 0.025 0.859 0.846 0.853 h = walking ------------------------------------------------------- 0.047 0.703 0.695 0.691 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.110 0.509 0.805 0.624 a = climbing down 0.018 0.727 0.372 0.492 b = climbing up 0.000 0.988 0.988 0.988 c = jumping 0.054 0.690 0.763 0.725 d = lying 0.007 0.960 0.971 0.966 e = sitting 0.037 0.755 0.650 0.698 f = standing 0.004 0.977 0.995 0.986 g = running 0.041 0.747 0.678 0.711 h = walking ------------------------------------------------------- 0.037 0.781 0.764 0.761 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.037 0.770 0.916 0.836 a = climbing down 0.042 0.765 0.886 0.821 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.015 0.912 0.928 0.920 d = lying 0.014 0.913 0.978 0.944 e = sitting 0.012 0.909 0.883 0.896 f = standing 0.002 0.990 0.925 0.956 g = running 0.013 0.907 0.674 0.773 h = walking ------------------------------------------------------- 0.018 0.890 0.883 0.882 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.177 0.377 0.680 0.485 a = climbing down 0.054 0.753 0.861 0.803 b = climbing up 0.000 1.000 0.658 0.794 c = jumping 0.003 0.977 0.839 0.903 d = lying 0.116 0.477 0.926 0.629 e = sitting 0.038 0.747 0.735 0.741 f = standing 0.007 0.947 0.493 0.649 g = running 0.019 0.006 0.001 0.002 h = walking ------------------------------------------------------- 0.054 0.651 0.640 0.616 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.087 0.509 0.765 0.612 a = climbing down 0.040 0.731 0.807 0.767 b = climbing up 0.000 1.000 0.104 0.188 c = jumping 0.020 0.847 0.720 0.778 d = lying 0.043 0.750 0.937 0.833 e = sitting 0.043 0.752 0.789 0.770 f = standing 0.024 0.913 0.891 0.902 g = running 0.012 0.882 0.515 0.651 h = walking ------------------------------------------------------- 0.035 0.795 0.767 0.762 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.043 0.722 0.776 0.748 a = climbing down 0.109 0.455 0.636 0.531 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.033 0.837 0.921 0.877 d = lying 0.016 0.895 0.942 0.918 e = sitting 0.019 0.865 0.724 0.788 f = standing 0.003 0.986 0.994 0.990 g = running 0.038 0.673 0.417 0.515 h = walking ------------------------------------------------------- 0.035 0.785 0.774 0.772 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.206 0.353 0.760 0.482 a = climbing down 0.020 0.769 0.418 0.541 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.026 0.816 0.851 0.833 d = lying 0.028 0.799 0.748 0.773 e = sitting 0.055 0.701 0.744 0.722 f = standing 0.001 0.997 0.954 0.975 g = running 0.042 0.370 0.152 0.215 h = walking ------------------------------------------------------- 0.050 0.703 0.672 0.664 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.657 0.729 0.691 a = climbing down 0.019 0.904 0.532 0.670 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.033 0.723 0.682 0.702 d = lying 0.039 0.783 0.906 0.840 e = sitting 0.101 0.539 0.747 0.626 f = standing 0.011 0.924 0.896 0.910 g = running 0.045 0.765 0.947 0.846 h = walking ------------------------------------------------------- 0.038 0.784 0.756 0.754 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.075 0.606 0.872 0.715 a = climbing down 0.020 0.767 0.514 0.616 b = climbing up 0.000 1.000 0.697 0.822 c = jumping 0.025 0.868 0.983 0.922 d = lying 0.062 0.685 0.938 0.792 e = sitting 0.017 0.884 0.734 0.802 f = standing 0.008 0.955 0.773 0.854 g = running 0.043 0.718 0.655 0.685 h = walking ------------------------------------------------------- 0.033 0.802 0.781 0.779 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.124 0.456 0.815 0.585 a = climbing down 0.015 0.702 0.299 0.419 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.020 0.792 0.433 0.560 d = lying 0.023 0.814 0.544 0.652 e = sitting 0.158 0.479 0.874 0.619 f = standing 0.019 0.906 0.998 0.949 g = running 0.008 0.939 0.696 0.799 h = walking ------------------------------------------------------- 0.049 0.747 0.681 0.676 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.845 0.672 0.749 a = climbing down 0.041 0.771 0.786 0.778 b = climbing up 0.000 1.000 0.817 0.899 c = jumping 0.002 0.984 0.650 0.783 d = lying 0.026 0.838 0.874 0.855 e = sitting 0.072 0.657 0.858 0.744 f = standing 0.005 0.974 0.992 0.983 g = running 0.050 0.764 0.867 0.812 h = walking ------------------------------------------------------- 0.030 0.836 0.820 0.819 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.905 0.883 0.894 a = climbing down 0.050 0.750 0.934 0.832 b = climbing up 0.000 1.000 0.920 0.959 c = jumping 0.009 0.951 0.982 0.966 d = lying 0.082 0.600 0.835 0.698 e = sitting 0.025 0.743 0.439 0.552 f = standing 0.008 0.957 0.998 0.977 g = running 0.008 0.944 0.739 0.829 h = walking ------------------------------------------------------- 0.026 0.844 0.832 0.827 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.907 0.690 0.784 a = climbing down 0.071 0.652 0.920 0.763 b = climbing up 0.005 0.830 0.984 0.900 c = jumping 0.000 0.998 0.921 0.958 d = lying 0.099 0.642 0.920 0.757 e = sitting 0.024 0.763 0.437 0.556 f = standing 0.003 0.985 0.969 0.977 g = running 0.016 0.892 0.742 0.810 h = walking ------------------------------------------------------- 0.032 0.831 0.807 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.210 0.238 0.879 0.374 a = climbing down 0.005 0.884 0.239 0.377 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.001 0.996 0.955 0.975 d = lying 0.169 0.491 0.991 0.657 e = sitting 0.002 0.892 0.103 0.185 f = standing 0.021 0.896 0.992 0.942 g = running 0.010 0.867 0.311 0.458 h = walking ------------------------------------------------------- 0.044 0.804 0.627 0.595 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.040 0.691 0.642 0.666 a = climbing down 0.076 0.509 0.544 0.526 b = climbing up 0.028 0.433 0.994 0.603 c = jumping 0.007 0.960 0.938 0.949 d = lying 0.013 0.819 0.415 0.551 e = sitting 0.090 0.620 0.898 0.734 f = standing 0.002 0.988 0.791 0.878 g = running 0.059 0.699 0.721 0.710 h = walking ------------------------------------------------------- 0.040 0.756 0.725 0.724 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.016 0.863 0.775 0.817 a = climbing down 0.048 0.770 0.906 0.833 b = climbing up 0.000 0.993 0.971 0.982 c = jumping 0.003 0.982 0.968 0.975 d = lying 0.090 0.410 0.413 0.412 e = sitting 0.094 0.485 0.486 0.486 f = standing 0.004 0.974 0.939 0.956 g = running 0.017 0.889 0.833 0.860 h = walking ------------------------------------------------------- 0.039 0.770 0.766 0.767 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.229 0.371 0.968 0.537 a = climbing down 0.021 0.763 0.503 0.606 b = climbing up 0.000 0.988 1.000 0.994 c = jumping 0.004 0.975 0.978 0.977 d = lying 0.007 0.962 0.988 0.975 e = sitting 0.003 0.977 0.930 0.953 f = standing 0.001 0.996 0.998 0.997 g = running 0.001 0.375 0.002 0.005 h = walking ------------------------------------------------------- 0.033 0.783 0.766 0.726 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.845 0.920 0.881 a = climbing down 0.028 0.806 0.755 0.780 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.014 0.922 0.987 0.953 d = lying 0.008 0.945 0.917 0.931 e = sitting 0.012 0.910 0.863 0.886 f = standing 0.004 0.982 0.978 0.980 g = running 0.028 0.853 0.851 0.852 h = walking ------------------------------------------------------- 0.016 0.901 0.901 0.900 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.782 0.554 0.649 a = climbing down 0.095 0.663 0.956 0.783 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.006 0.956 0.890 0.922 d = lying 0.053 0.665 0.907 0.768 e = sitting 0.031 0.762 0.771 0.766 f = standing 0.001 0.996 0.819 0.898 g = running 0.012 0.893 0.716 0.795 h = walking ------------------------------------------------------- 0.030 0.834 0.808 0.809 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.055 0.617 0.780 0.689 a = climbing down 0.041 0.748 0.896 0.815 b = climbing up 0.000 1.000 0.413 0.585 c = jumping 0.049 0.707 0.818 0.759 d = lying 0.051 0.717 0.931 0.810 e = sitting 0.035 0.737 0.594 0.658 f = standing 0.016 0.941 0.862 0.900 g = running 0.013 0.882 0.574 0.695 h = walking ------------------------------------------------------- 0.033 0.791 0.773 0.770 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.783 0.804 0.793 a = climbing down 0.082 0.527 0.689 0.597 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.011 0.939 0.971 0.955 d = lying 0.030 0.814 0.733 0.771 e = sitting 0.052 0.719 0.771 0.744 f = standing 0.001 0.994 0.990 0.992 g = running 0.035 0.747 0.563 0.642 h = walking ------------------------------------------------------- 0.032 0.802 0.794 0.795 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.064 0.525 0.478 0.501 a = climbing down 0.075 0.663 0.935 0.776 b = climbing up 0.013 0.610 0.959 0.745 c = jumping 0.004 0.963 0.841 0.897 d = lying 0.039 0.740 0.610 0.668 e = sitting 0.097 0.560 0.786 0.654 f = standing 0.003 0.983 0.840 0.906 g = running 0.012 0.889 0.603 0.719 h = walking ------------------------------------------------------- 0.040 0.763 0.734 0.736 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.805 0.911 0.855 a = climbing down 0.018 0.911 0.594 0.719 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.039 0.708 0.720 0.714 d = lying 0.048 0.729 0.816 0.770 e = sitting 0.086 0.567 0.695 0.625 f = standing 0.002 0.990 0.982 0.986 g = running 0.043 0.770 0.892 0.827 h = walking ------------------------------------------------------- 0.035 0.799 0.780 0.780 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.931 0.789 0.854 a = climbing down 0.048 0.717 0.941 0.814 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.010 0.942 0.997 0.969 d = lying 0.082 0.641 0.832 0.724 e = sitting 0.032 0.782 0.659 0.715 f = standing 0.003 0.985 0.825 0.898 g = running 0.013 0.913 0.799 0.852 h = walking ------------------------------------------------------- 0.027 0.851 0.832 0.835 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.726 0.892 0.800 a = climbing down 0.038 0.679 0.829 0.746 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.990 0.758 0.858 d = lying 0.038 0.646 0.360 0.463 e = sitting 0.157 0.516 0.854 0.643 f = standing 0.011 0.943 0.984 0.963 g = running 0.002 0.981 0.662 0.790 h = walking ------------------------------------------------------- 0.041 0.794 0.755 0.753 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.899 0.777 0.833 a = climbing down 0.034 0.746 0.658 0.699 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.003 0.983 0.937 0.960 d = lying 0.071 0.662 0.900 0.763 e = sitting 0.023 0.812 0.577 0.675 f = standing 0.005 0.970 0.995 0.982 g = running 0.062 0.724 0.874 0.792 h = walking ------------------------------------------------------- 0.029 0.832 0.821 0.819 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.892 0.898 a = climbing down 0.028 0.833 0.868 0.850 b = climbing up 0.001 0.959 0.959 0.959 c = jumping 0.001 0.996 0.984 0.990 d = lying 0.067 0.674 0.809 0.736 e = sitting 0.034 0.718 0.559 0.629 f = standing 0.002 0.991 0.995 0.993 g = running 0.016 0.911 0.890 0.900 h = walking ------------------------------------------------------- 0.022 0.865 0.863 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.595 0.726 a = climbing down 0.083 0.615 0.856 0.716 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.991 0.959 0.975 d = lying 0.117 0.594 0.925 0.723 e = sitting 0.017 0.592 0.175 0.270 f = standing 0.007 0.962 0.999 0.980 g = running 0.038 0.781 0.702 0.739 h = walking ------------------------------------------------------- 0.040 0.785 0.771 0.751 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.236 0.178 0.774 0.289 a = climbing down 0.007 0.890 0.327 0.478 b = climbing up 0.000 1.000 0.785 0.880 c = jumping 0.000 1.000 0.932 0.965 d = lying 0.107 0.622 0.969 0.758 e = sitting 0.015 0.768 0.326 0.458 f = standing 0.039 0.827 0.999 0.905 g = running 0.001 0.970 0.153 0.264 h = walking ------------------------------------------------------- 0.040 0.812 0.635 0.623 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.812 0.803 0.807 a = climbing down 0.030 0.757 0.639 0.693 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.007 0.961 0.962 0.961 d = lying 0.046 0.667 0.641 0.654 e = sitting 0.052 0.697 0.723 0.710 f = standing 0.003 0.985 0.992 0.989 g = running 0.043 0.802 0.903 0.850 h = walking ------------------------------------------------------- 0.028 0.823 0.824 0.822 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.691 0.840 0.758 a = climbing down 0.079 0.689 0.939 0.795 b = climbing up 0.003 0.869 0.971 0.917 c = jumping 0.022 0.868 0.801 0.833 d = lying 0.075 0.341 0.312 0.326 e = sitting 0.101 0.395 0.438 0.415 f = standing 0.003 0.983 0.876 0.926 g = running 0.009 0.916 0.554 0.690 h = walking ------------------------------------------------------- 0.045 0.724 0.702 0.701 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.159 0.442 0.919 0.597 a = climbing down 0.008 0.878 0.441 0.587 b = climbing up 0.000 0.993 0.832 0.905 c = jumping 0.008 0.958 0.993 0.975 d = lying 0.001 0.993 0.991 0.992 e = sitting 0.002 0.988 0.945 0.966 f = standing 0.005 0.973 0.999 0.986 g = running 0.010 0.894 0.474 0.620 h = walking ------------------------------------------------------- 0.024 0.889 0.831 0.831 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.044 0.703 0.879 0.781 a = climbing down 0.037 0.767 0.837 0.801 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.024 0.874 0.993 0.930 d = lying 0.019 0.889 0.968 0.927 e = sitting 0.002 0.984 0.835 0.903 f = standing 0.002 0.991 0.917 0.953 g = running 0.021 0.852 0.654 0.740 h = walking ------------------------------------------------------- 0.019 0.879 0.870 0.869 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.123 0.322 0.391 0.353 a = climbing down 0.084 0.654 0.820 0.727 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.004 0.962 0.659 0.782 d = lying 0.050 0.733 0.982 0.839 e = sitting 0.049 0.675 0.811 0.737 f = standing 0.002 0.992 0.855 0.918 g = running 0.040 0.462 0.238 0.314 h = walking ------------------------------------------------------- 0.047 0.712 0.696 0.690 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.156 0.395 0.859 0.541 a = climbing down 0.022 0.824 0.730 0.774 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.041 0.735 0.746 0.740 d = lying 0.062 0.661 0.920 0.769 e = sitting 0.048 0.657 0.647 0.652 f = standing 0.004 0.981 0.777 0.867 g = running 0.036 0.303 0.088 0.137 h = walking ------------------------------------------------------- 0.044 0.688 0.675 0.658 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.711 0.737 0.724 a = climbing down 0.106 0.484 0.688 0.568 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.049 0.781 0.925 0.847 d = lying 0.015 0.906 0.973 0.938 e = sitting 0.014 0.888 0.642 0.745 f = standing 0.001 0.994 1.000 0.997 g = running 0.038 0.680 0.436 0.531 h = walking ------------------------------------------------------- 0.033 0.680 0.675 0.669 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.784 0.680 0.728 a = climbing down 0.147 0.508 0.938 0.659 b = climbing up 0.012 0.595 0.932 0.726 c = jumping 0.020 0.880 0.859 0.869 d = lying 0.022 0.802 0.612 0.694 e = sitting 0.077 0.607 0.760 0.675 f = standing 0.004 0.977 0.892 0.932 g = running 0.008 0.850 0.261 0.399 h = walking ------------------------------------------------------- 0.042 0.776 0.725 0.715 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.834 0.710 0.767 a = climbing down 0.039 0.814 0.586 0.682 b = climbing up 0.001 0.958 0.899 0.928 c = jumping 0.086 0.511 0.649 0.572 d = lying 0.031 0.830 0.984 0.901 e = sitting 0.095 0.464 0.522 0.491 f = standing 0.015 0.901 0.894 0.898 g = running 0.022 0.869 0.901 0.885 h = walking ------------------------------------------------------- 0.043 0.756 0.740 0.741 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.586 0.720 a = climbing down 0.041 0.736 0.813 0.773 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.012 0.937 0.987 0.961 d = lying 0.048 0.753 0.959 0.843 e = sitting 0.012 0.904 0.860 0.882 f = standing 0.002 0.991 0.797 0.884 g = running 0.052 0.757 0.901 0.823 h = walking ------------------------------------------------------- 0.023 0.868 0.851 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.044 0.700 0.867 0.775 a = climbing down 0.012 0.826 0.576 0.679 b = climbing up 0.001 0.975 0.987 0.981 c = jumping 0.002 0.989 0.762 0.861 d = lying 0.013 0.924 0.832 0.876 e = sitting 0.067 0.699 0.957 0.807 f = standing 0.006 0.970 0.998 0.984 g = running 0.023 0.879 0.870 0.875 h = walking ------------------------------------------------------- 0.022 0.871 0.855 0.854 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.674 0.770 a = climbing down 0.113 0.562 0.912 0.696 b = climbing up 0.001 0.972 0.811 0.884 c = jumping 0.004 0.974 0.827 0.895 d = lying 0.028 0.848 0.924 0.884 e = sitting 0.033 0.764 0.809 0.786 f = standing 0.005 0.972 0.966 0.969 g = running 0.027 0.802 0.561 0.660 h = walking ------------------------------------------------------- 0.030 0.837 0.810 0.811 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.852 0.764 0.806 a = climbing down 0.051 0.733 0.873 0.797 b = climbing up 0.000 0.978 0.732 0.837 c = jumping 0.002 0.987 0.983 0.985 d = lying 0.051 0.723 0.862 0.787 e = sitting 0.023 0.819 0.669 0.736 f = standing 0.005 0.973 0.997 0.985 g = running 0.019 0.888 0.800 0.842 h = walking ------------------------------------------------------- 0.023 0.862 0.856 0.855 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.804 0.678 0.736 a = climbing down 0.116 0.557 0.959 0.705 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.986 0.979 0.983 d = lying 0.064 0.738 0.968 0.837 e = sitting 0.007 0.916 0.536 0.677 f = standing 0.001 0.993 0.999 0.996 g = running 0.012 0.876 0.455 0.599 h = walking ------------------------------------------------------- 0.031 0.847 0.809 0.801 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.098 0.345 0.751 0.473 a = climbing down 0.002 0.961 0.385 0.550 b = climbing up 0.002 0.905 0.985 0.943 c = jumping 0.001 0.992 0.527 0.688 d = lying 0.038 0.820 0.993 0.899 e = sitting 0.080 0.623 0.829 0.712 f = standing 0.026 0.882 0.997 0.936 g = running 0.010 0.948 0.848 0.895 h = walking ------------------------------------------------------- 0.029 0.844 0.774 0.772 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.806 0.546 0.651 a = climbing down 0.056 0.689 0.804 0.742 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.011 0.936 0.954 0.945 d = lying 0.011 0.883 0.554 0.681 e = sitting 0.064 0.699 0.931 0.799 f = standing 0.002 0.991 0.992 0.992 g = running 0.060 0.712 0.778 0.743 h = walking ------------------------------------------------------- 0.031 0.823 0.810 0.806 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.102 0.492 0.717 0.583 a = climbing down 0.118 0.605 0.978 0.747 b = climbing up 0.003 0.864 0.993 0.924 c = jumping 0.017 0.898 0.815 0.854 d = lying 0.067 0.325 0.264 0.291 e = sitting 0.111 0.385 0.466 0.422 f = standing 0.001 0.991 0.469 0.637 g = running 0.008 0.931 0.542 0.685 h = walking ------------------------------------------------------- 0.056 0.693 0.630 0.629 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.568 0.618 0.592 a = climbing down 0.000 0.957 0.074 0.138 b = climbing up 0.000 1.000 0.636 0.778 c = jumping 0.045 0.784 0.912 0.843 d = lying 0.107 0.601 0.923 0.728 e = sitting 0.012 0.703 0.159 0.259 f = standing 0.086 0.671 1.000 0.803 g = running 0.092 0.585 0.733 0.651 h = walking ------------------------------------------------------- 0.059 0.697 0.653 0.594 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.817 0.930 0.870 a = climbing down 0.033 0.792 0.845 0.818 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.880 0.922 0.900 d = lying 0.028 0.837 0.977 0.902 e = sitting 0.014 0.906 0.861 0.883 f = standing 0.002 0.991 0.864 0.923 g = running 0.017 0.893 0.754 0.818 h = walking ------------------------------------------------------- 0.019 0.883 0.877 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.583 0.429 0.494 a = climbing down 0.086 0.671 0.933 0.781 b = climbing up 0.000 0.993 0.926 0.958 c = jumping 0.026 0.827 0.800 0.814 d = lying 0.082 0.624 0.994 0.767 e = sitting 0.028 0.775 0.689 0.729 f = standing 0.002 0.989 0.673 0.801 g = running 0.021 0.834 0.714 0.769 h = walking ------------------------------------------------------- 0.039 0.774 0.749 0.745 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.159 0.397 0.844 0.540 a = climbing down 0.027 0.811 0.850 0.830 b = climbing up 0.000 1.000 0.808 0.894 c = jumping 0.009 0.933 0.789 0.855 d = lying 0.049 0.706 0.905 0.793 e = sitting 0.037 0.764 0.836 0.798 f = standing 0.012 0.955 0.861 0.906 g = running 0.012 0.572 0.089 0.154 h = walking ------------------------------------------------------- 0.037 0.764 0.733 0.710 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.023 0.827 0.741 0.782 a = climbing down 0.132 0.428 0.688 0.528 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.074 0.686 0.857 0.762 d = lying 0.019 0.877 0.975 0.923 e = sitting 0.020 0.806 0.498 0.615 f = standing 0.001 0.994 0.998 0.996 g = running 0.034 0.698 0.422 0.526 h = walking ------------------------------------------------------- 0.038 0.664 0.647 0.641 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.063 0.625 0.738 0.677 a = climbing down 0.034 0.778 0.754 0.766 b = climbing up 0.000 0.993 0.944 0.968 c = jumping 0.020 0.877 0.896 0.887 d = lying 0.015 0.882 0.749 0.810 e = sitting 0.050 0.734 0.819 0.774 f = standing 0.005 0.975 0.970 0.972 g = running 0.015 0.900 0.791 0.842 h = walking ------------------------------------------------------- 0.027 0.834 0.826 0.828 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.069 0.529 0.784 0.632 a = climbing down 0.013 0.931 0.586 0.719 b = climbing up 0.000 0.982 0.960 0.971 c = jumping 0.031 0.665 0.488 0.563 d = lying 0.031 0.832 0.975 0.898 e = sitting 0.109 0.535 0.799 0.641 f = standing 0.006 0.940 0.608 0.738 g = running 0.040 0.793 0.970 0.873 h = walking ------------------------------------------------------- 0.038 0.781 0.738 0.736 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.034 0.773 0.872 0.819 a = climbing down 0.024 0.809 0.725 0.765 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.020 0.899 0.977 0.936 d = lying 0.046 0.761 0.971 0.853 e = sitting 0.010 0.917 0.835 0.875 f = standing 0.002 0.990 0.788 0.878 g = running 0.026 0.854 0.842 0.848 h = walking ------------------------------------------------------- 0.021 0.870 0.860 0.860 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.121 0.454 0.831 0.587 a = climbing down 0.004 0.884 0.232 0.367 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.005 0.958 0.708 0.814 d = lying 0.014 0.921 0.872 0.896 e = sitting 0.065 0.697 0.948 0.803 f = standing 0.019 0.909 0.993 0.949 g = running 0.028 0.818 0.691 0.749 h = walking ------------------------------------------------------- 0.033 0.825 0.776 0.767 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.832 0.676 0.746 a = climbing down 0.061 0.731 0.944 0.824 b = climbing up 0.000 1.000 0.846 0.917 c = jumping 0.006 0.936 0.527 0.675 d = lying 0.015 0.908 0.923 0.915 e = sitting 0.081 0.586 0.886 0.706 f = standing 0.004 0.977 0.930 0.953 g = running 0.024 0.871 0.815 0.842 h = walking ------------------------------------------------------- 0.028 0.846 0.819 0.818 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.903 0.778 0.836 a = climbing down 0.064 0.682 0.897 0.775 b = climbing up 0.000 0.993 0.818 0.897 c = jumping 0.016 0.911 0.914 0.912 d = lying 0.054 0.688 0.811 0.744 e = sitting 0.042 0.696 0.588 0.638 f = standing 0.005 0.970 0.995 0.982 g = running 0.018 0.878 0.728 0.796 h = walking ------------------------------------------------------- 0.029 0.827 0.818 0.817 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.047 0.651 0.800 0.718 a = climbing down 0.061 0.678 0.884 0.767 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.989 0.962 0.975 d = lying 0.069 0.725 0.948 0.822 e = sitting 0.013 0.884 0.589 0.707 f = standing 0.006 0.968 0.998 0.983 g = running 0.011 0.891 0.517 0.654 h = walking ------------------------------------------------------- 0.028 0.841 0.819 0.813 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.106 0.284 0.592 0.384 a = climbing down 0.002 0.948 0.248 0.393 b = climbing up 0.000 0.994 0.939 0.966 c = jumping 0.001 0.996 0.918 0.956 d = lying 0.037 0.816 0.988 0.894 e = sitting 0.004 0.971 0.854 0.909 f = standing 0.048 0.794 0.999 0.885 g = running 0.005 0.971 0.878 0.922 h = walking ------------------------------------------------------- 0.022 0.877 0.818 0.814 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.736 0.618 0.672 a = climbing down 0.105 0.522 0.790 0.629 b = climbing up 0.001 0.952 0.975 0.964 c = jumping 0.005 0.972 0.908 0.939 d = lying 0.014 0.861 0.609 0.713 e = sitting 0.071 0.677 0.926 0.782 f = standing 0.000 0.998 0.875 0.933 g = running 0.046 0.700 0.562 0.624 h = walking ------------------------------------------------------- 0.037 0.791 0.764 0.766 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.910 0.854 0.881 a = climbing down 0.071 0.706 0.958 0.813 b = climbing up 0.000 0.986 0.993 0.989 c = jumping 0.010 0.934 0.813 0.869 d = lying 0.062 0.459 0.332 0.385 e = sitting 0.126 0.378 0.536 0.443 f = standing 0.004 0.979 0.960 0.969 g = running 0.011 0.916 0.679 0.780 h = walking ------------------------------------------------------- 0.040 0.767 0.745 0.747 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.052 0.710 0.924 0.803 a = climbing down 0.010 0.889 0.596 0.714 b = climbing up 0.015 0.580 0.988 0.731 c = jumping 0.029 0.861 0.994 0.923 d = lying 0.001 0.993 0.977 0.985 e = sitting 0.001 0.990 0.810 0.891 f = standing 0.004 0.978 0.903 0.939 g = running 0.029 0.842 0.852 0.847 h = walking ------------------------------------------------------- 0.018 0.892 0.876 0.876 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.857 0.935 0.894 a = climbing down 0.032 0.753 0.652 0.699 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.017 0.908 0.989 0.947 d = lying 0.023 0.866 0.974 0.917 e = sitting 0.003 0.978 0.862 0.916 f = standing 0.002 0.992 0.913 0.951 g = running 0.043 0.778 0.821 0.799 h = walking ------------------------------------------------------- 0.019 0.882 0.881 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.671 0.669 0.670 a = climbing down 0.077 0.690 0.899 0.781 b = climbing up 0.000 0.992 0.955 0.973 c = jumping 0.002 0.980 0.673 0.798 d = lying 0.049 0.735 0.945 0.827 e = sitting 0.054 0.668 0.870 0.756 f = standing 0.002 0.992 0.850 0.916 g = running 0.003 0.965 0.613 0.750 h = walking ------------------------------------------------------- 0.032 0.829 0.796 0.797 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.099 0.500 0.832 0.625 a = climbing down 0.042 0.755 0.909 0.824 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.029 0.813 0.829 0.821 d = lying 0.047 0.718 0.913 0.804 e = sitting 0.038 0.722 0.690 0.706 f = standing 0.002 0.991 0.854 0.918 g = running 0.014 0.787 0.305 0.440 h = walking ------------------------------------------------------- 0.032 0.790 0.761 0.752 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.691 0.771 a = climbing down 0.123 0.467 0.792 0.588 b = climbing up 0.000 0.985 0.963 0.974 c = jumping 0.006 0.964 0.928 0.946 d = lying 0.027 0.861 0.954 0.905 e = sitting 0.014 0.911 0.839 0.873 f = standing 0.002 0.991 0.996 0.993 g = running 0.026 0.747 0.448 0.560 h = walking ------------------------------------------------------- 0.027 0.844 0.817 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.835 0.860 0.847 a = climbing down 0.019 0.880 0.868 0.874 b = climbing up 0.006 0.759 0.942 0.841 c = jumping 0.008 0.945 0.913 0.929 d = lying 0.028 0.805 0.780 0.792 e = sitting 0.042 0.758 0.836 0.795 f = standing 0.003 0.984 0.901 0.941 g = running 0.017 0.899 0.913 0.906 h = walking ------------------------------------------------------- 0.019 0.875 0.871 0.872 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.803 0.802 0.802 a = climbing down 0.019 0.878 0.456 0.600 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.037 0.650 0.541 0.591 d = lying 0.030 0.831 0.959 0.890 e = sitting 0.114 0.524 0.795 0.632 f = standing 0.001 0.996 0.920 0.957 g = running 0.065 0.708 0.950 0.812 h = walking ------------------------------------------------------- 0.039 0.785 0.754 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.914 0.863 0.888 a = climbing down 0.022 0.832 0.805 0.819 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.018 0.903 0.997 0.948 d = lying 0.055 0.756 0.923 0.831 e = sitting 0.016 0.855 0.719 0.782 f = standing 0.005 0.975 0.830 0.896 g = running 0.029 0.844 0.899 0.870 h = walking ------------------------------------------------------- 0.022 0.874 0.867 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.056 0.651 0.906 0.757 a = climbing down 0.012 0.798 0.489 0.607 b = climbing up 0.000 0.994 0.978 0.986 c = jumping 0.002 0.983 0.800 0.882 d = lying 0.017 0.891 0.684 0.774 e = sitting 0.089 0.626 0.930 0.748 f = standing 0.012 0.943 0.994 0.968 g = running 0.018 0.895 0.822 0.857 h = walking ------------------------------------------------------- 0.027 0.847 0.820 0.820 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.890 0.706 0.787 a = climbing down 0.062 0.707 0.943 0.808 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.004 0.974 0.940 0.957 d = lying 0.026 0.854 0.927 0.889 e = sitting 0.016 0.868 0.809 0.837 f = standing 0.004 0.976 0.951 0.963 g = running 0.017 0.908 0.835 0.870 h = walking ------------------------------------------------------- 0.020 0.888 0.878 0.879 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.945 0.854 0.897 a = climbing down 0.030 0.824 0.900 0.860 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.001 0.995 0.987 0.991 d = lying 0.057 0.742 0.941 0.830 e = sitting 0.011 0.896 0.635 0.743 f = standing 0.002 0.987 0.997 0.992 g = running 0.018 0.901 0.885 0.893 h = walking ------------------------------------------------------- 0.018 0.900 0.893 0.891 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.806 0.630 0.707 a = climbing down 0.105 0.582 0.942 0.720 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.984 0.957 0.970 d = lying 0.078 0.693 0.953 0.802 e = sitting 0.010 0.844 0.393 0.537 f = standing 0.003 0.981 0.999 0.990 g = running 0.018 0.858 0.581 0.693 h = walking ------------------------------------------------------- 0.033 0.829 0.798 0.789 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.255 0.480 0.333 a = climbing down 0.004 0.931 0.330 0.487 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 0.999 0.857 0.922 d = lying 0.012 0.937 0.981 0.959 e = sitting 0.024 0.861 0.954 0.905 f = standing 0.058 0.769 1.000 0.869 g = running 0.002 0.991 0.898 0.942 h = walking ------------------------------------------------------- 0.021 0.876 0.827 0.827 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.062 0.587 0.671 0.626 a = climbing down 0.148 0.422 0.737 0.537 b = climbing up 0.000 0.994 0.969 0.981 c = jumping 0.009 0.946 0.949 0.947 d = lying 0.027 0.760 0.594 0.667 e = sitting 0.059 0.698 0.851 0.767 f = standing 0.004 0.981 0.978 0.980 g = running 0.019 0.656 0.186 0.290 h = walking ------------------------------------------------------- 0.043 0.739 0.714 0.698 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.149 0.400 0.757 0.524 a = climbing down 0.127 0.553 0.847 0.669 b = climbing up 0.001 0.941 0.701 0.803 c = jumping 0.027 0.847 0.854 0.851 d = lying 0.071 0.403 0.404 0.404 e = sitting 0.077 0.602 0.608 0.605 f = standing 0.006 0.939 0.545 0.690 g = running 0.003 0.893 0.147 0.253 h = walking ------------------------------------------------------- 0.062 0.685 0.602 0.585 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.102 0.564 0.957 0.709 a = climbing down 0.005 0.896 0.343 0.496 b = climbing up 0.001 0.970 1.000 0.985 c = jumping 0.000 0.998 0.987 0.992 d = lying 0.009 0.948 0.981 0.964 e = sitting 0.002 0.989 0.938 0.963 f = standing 0.005 0.974 0.996 0.985 g = running 0.022 0.865 0.788 0.824 h = walking ------------------------------------------------------- 0.019 0.900 0.873 0.866 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.054 0.549 0.551 0.550 a = climbing down 0.028 0.786 0.667 0.722 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.093 0.636 0.991 0.775 d = lying 0.021 0.863 0.900 0.881 e = sitting 0.004 0.938 0.414 0.574 f = standing 0.017 0.917 0.897 0.907 g = running 0.075 0.634 0.700 0.665 h = walking ------------------------------------------------------- 0.041 0.774 0.748 0.740 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.048 0.642 0.575 0.607 a = climbing down 0.082 0.679 0.903 0.775 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.008 0.945 0.822 0.879 d = lying 0.061 0.694 0.994 0.817 e = sitting 0.020 0.816 0.726 0.768 f = standing 0.001 0.995 0.834 0.907 g = running 0.007 0.937 0.718 0.813 h = walking ------------------------------------------------------- 0.031 0.828 0.804 0.806 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.030 0.748 0.778 0.763 a = climbing down 0.027 0.811 0.834 0.823 b = climbing up 0.000 1.000 0.760 0.864 c = jumping 0.042 0.725 0.760 0.742 d = lying 0.055 0.708 0.964 0.816 e = sitting 0.037 0.754 0.691 0.721 f = standing 0.007 0.972 0.816 0.887 g = running 0.025 0.847 0.816 0.831 h = walking ------------------------------------------------------- 0.029 0.818 0.806 0.807 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.752 0.759 0.755 a = climbing down 0.119 0.423 0.605 0.498 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.010 0.948 0.938 0.943 d = lying 0.012 0.914 0.916 0.915 e = sitting 0.021 0.878 0.882 0.880 f = standing 0.001 0.995 1.000 0.998 g = running 0.048 0.597 0.387 0.469 h = walking ------------------------------------------------------- 0.030 0.688 0.686 0.682 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.062 0.610 0.677 0.642 a = climbing down 0.067 0.672 0.862 0.756 b = climbing up 0.009 0.677 0.975 0.799 c = jumping 0.006 0.956 0.843 0.896 d = lying 0.020 0.819 0.624 0.708 e = sitting 0.081 0.632 0.873 0.733 f = standing 0.001 0.993 0.909 0.949 g = running 0.018 0.833 0.532 0.649 h = walking ------------------------------------------------------- 0.035 0.795 0.770 0.770 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.812 0.768 0.790 a = climbing down 0.022 0.884 0.576 0.697 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.045 0.616 0.572 0.593 d = lying 0.033 0.812 0.921 0.863 e = sitting 0.113 0.496 0.664 0.568 f = standing 0.003 0.981 0.972 0.976 g = running 0.041 0.787 0.951 0.861 h = walking ------------------------------------------------------- 0.039 0.783 0.763 0.762 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.814 0.884 0.847 a = climbing down 0.018 0.818 0.600 0.693 b = climbing up 0.000 0.994 0.948 0.971 c = jumping 0.009 0.946 0.975 0.961 d = lying 0.083 0.626 0.952 0.755 e = sitting 0.024 0.842 0.693 0.760 f = standing 0.001 0.992 0.751 0.855 g = running 0.041 0.794 0.922 0.853 h = walking ------------------------------------------------------- 0.027 0.847 0.826 0.825 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.044 0.709 0.933 0.806 a = climbing down 0.109 0.415 0.772 0.540 b = climbing up 0.001 0.943 0.841 0.889 c = jumping 0.048 0.773 0.850 0.809 d = lying 0.021 0.746 0.319 0.446 e = sitting 0.115 0.547 0.815 0.654 f = standing 0.012 0.941 0.999 0.969 g = running 0.010 0.813 0.223 0.350 h = walking ------------------------------------------------------- 0.046 0.733 0.686 0.658 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.873 0.715 0.786 a = climbing down 0.050 0.725 0.873 0.792 b = climbing up 0.000 1.000 0.734 0.846 c = jumping 0.005 0.974 0.977 0.975 d = lying 0.024 0.853 0.893 0.873 e = sitting 0.017 0.893 0.850 0.871 f = standing 0.007 0.964 0.993 0.978 g = running 0.028 0.847 0.818 0.832 h = walking ------------------------------------------------------- 0.020 0.881 0.876 0.876 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.898 0.867 0.882 a = climbing down 0.034 0.820 0.917 0.866 b = climbing up 0.000 1.000 0.862 0.926 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.060 0.667 0.781 0.720 e = sitting 0.036 0.724 0.609 0.661 f = standing 0.003 0.984 0.999 0.992 g = running 0.011 0.937 0.854 0.894 h = walking ------------------------------------------------------- 0.021 0.869 0.866 0.865 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.532 0.199 0.289 a = climbing down 0.201 0.397 0.864 0.544 b = climbing up 0.003 0.574 0.168 0.261 c = jumping 0.002 0.987 0.932 0.959 d = lying 0.103 0.603 0.839 0.702 e = sitting 0.039 0.528 0.306 0.388 f = standing 0.019 0.899 0.951 0.924 g = running 0.025 0.708 0.327 0.447 h = walking ------------------------------------------------------- 0.057 0.678 0.645 0.621 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.264 0.144 0.646 0.235 a = climbing down 0.001 0.960 0.174 0.295 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.000 0.996 0.602 0.750 d = lying 0.152 0.526 0.978 0.684 e = sitting 0.068 0.128 0.063 0.084 f = standing 0.063 0.752 1.000 0.858 g = running 0.008 0.618 0.059 0.108 h = walking ------------------------------------------------------- 0.061 0.642 0.503 0.464 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.831 0.795 0.813 a = climbing down 0.049 0.670 0.685 0.677 b = climbing up 0.000 1.000 0.629 0.772 c = jumping 0.021 0.885 0.947 0.915 d = lying 0.014 0.835 0.493 0.620 e = sitting 0.067 0.697 0.892 0.783 f = standing 0.009 0.954 0.977 0.965 g = running 0.039 0.803 0.828 0.816 h = walking ------------------------------------------------------- 0.031 0.817 0.811 0.805 Weighted Avg. Run: 6 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.010 0.893 0.714 0.793 a = climbing down 0.178 0.444 0.929 0.601 b = climbing up 0.000 1.000 0.673 0.805 c = jumping 0.007 0.962 0.974 0.968 d = lying 0.106 0.507 0.534 0.520 e = sitting 0.085 0.333 0.281 0.305 f = standing 0.015 0.918 0.990 0.952 g = running 0.006 0.817 0.154 0.260 h = walking ------------------------------------------------------- 0.058 0.699 0.651 0.628 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.050 0.755 0.951 0.842 a = climbing down 0.134 0.145 0.726 0.242 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.044 0.789 0.775 0.782 d = lying 0.023 0.899 0.974 0.935 e = sitting 0.038 0.807 0.746 0.775 f = standing 0.001 0.991 0.998 0.994 g = running 0.004 0.871 0.110 0.195 h = walking ------------------------------------------------------- 0.030 0.827 0.737 0.721 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.878 0.951 0.913 a = climbing down 0.083 0.609 0.819 0.699 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.035 0.825 0.950 0.883 d = lying 0.023 0.860 0.867 0.863 e = sitting 0.021 0.831 0.757 0.792 f = standing 0.004 0.980 0.906 0.942 g = running 0.017 0.863 0.571 0.687 h = walking ------------------------------------------------------- 0.027 0.844 0.830 0.829 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.696 0.703 a = climbing down 0.134 0.553 0.909 0.688 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.976 0.869 0.919 d = lying 0.116 0.466 0.872 0.608 e = sitting 0.036 0.651 0.475 0.550 f = standing 0.000 0.998 0.757 0.861 g = running 0.007 0.846 0.261 0.399 h = walking ------------------------------------------------------- 0.044 0.770 0.704 0.699 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.080 0.530 0.799 0.637 a = climbing down 0.060 0.657 0.764 0.707 b = climbing up 0.000 0.986 0.914 0.948 c = jumping 0.047 0.701 0.713 0.707 d = lying 0.046 0.721 0.881 0.793 e = sitting 0.061 0.593 0.610 0.601 f = standing 0.003 0.990 0.838 0.908 g = running 0.024 0.703 0.356 0.473 h = walking ------------------------------------------------------- 0.039 0.739 0.719 0.716 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.018 0.828 0.651 0.729 a = climbing down 0.123 0.520 0.905 0.661 b = climbing up 0.006 0.711 0.967 0.819 c = jumping 0.031 0.790 0.676 0.729 d = lying 0.071 0.676 0.918 0.778 e = sitting 0.054 0.614 0.481 0.539 f = standing 0.002 0.992 0.941 0.966 g = running 0.007 0.917 0.494 0.642 h = walking ------------------------------------------------------- 0.042 0.766 0.730 0.727 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.062 0.580 0.652 0.614 a = climbing down 0.077 0.623 0.757 0.683 b = climbing up 0.000 0.992 0.953 0.972 c = jumping 0.030 0.791 0.809 0.800 d = lying 0.072 0.538 0.572 0.554 e = sitting 0.080 0.544 0.533 0.539 f = standing 0.001 0.994 0.950 0.972 g = running 0.047 0.601 0.415 0.491 h = walking ------------------------------------------------------- 0.050 0.684 0.681 0.679 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.054 0.606 0.890 0.721 a = climbing down 0.151 0.493 0.485 0.489 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.077 0.608 0.774 0.681 d = lying 0.025 0.745 0.700 0.722 e = sitting 0.148 0.336 0.451 0.385 f = standing 0.024 0.868 0.957 0.910 g = running 0.006 0.867 0.219 0.350 h = walking ------------------------------------------------------- 0.078 0.639 0.593 0.572 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.983 0.680 0.804 a = climbing down 0.051 0.718 0.869 0.786 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.007 0.955 0.979 0.967 d = lying 0.044 0.737 0.757 0.747 e = sitting 0.050 0.704 0.731 0.717 f = standing 0.000 0.999 0.928 0.962 g = running 0.024 0.857 0.897 0.877 h = walking ------------------------------------------------------- 0.024 0.857 0.846 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.830 0.353 0.495 a = climbing down 0.192 0.391 0.984 0.560 b = climbing up 0.000 1.000 0.372 0.542 c = jumping 0.006 0.849 0.175 0.290 d = lying 0.080 0.472 0.369 0.414 e = sitting 0.209 0.397 0.850 0.541 f = standing 0.020 0.905 0.975 0.939 g = running 0.001 0.971 0.247 0.393 h = walking ------------------------------------------------------- 0.068 0.705 0.554 0.522 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.778 0.616 0.687 a = climbing down 0.028 0.650 0.309 0.419 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.005 0.933 0.406 0.566 d = lying 0.060 0.545 0.502 0.522 e = sitting 0.170 0.417 0.692 0.521 f = standing 0.006 0.967 0.976 0.971 g = running 0.130 0.541 0.923 0.682 h = walking ------------------------------------------------------- 0.060 0.700 0.638 0.631 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.041 0.713 0.795 0.752 a = climbing down 0.163 0.434 0.823 0.568 b = climbing up 0.000 1.000 0.815 0.898 c = jumping 0.001 0.993 0.958 0.975 d = lying 0.117 0.542 0.912 0.680 e = sitting 0.020 0.728 0.314 0.438 f = standing 0.005 0.971 1.000 0.985 g = running 0.006 0.759 0.099 0.176 h = walking ------------------------------------------------------- 0.046 0.751 0.693 0.656 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.807 0.626 0.705 a = climbing down 0.191 0.462 0.888 0.608 b = climbing up 0.013 0.662 0.974 0.788 c = jumping 0.003 0.983 0.844 0.908 d = lying 0.165 0.396 0.899 0.550 e = sitting 0.035 0.450 0.136 0.209 f = standing 0.004 0.976 0.919 0.947 g = running 0.011 0.523 0.074 0.130 h = walking ------------------------------------------------------- 0.058 0.657 0.621 0.577 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.226 0.209 0.884 0.338 a = climbing down 0.027 0.745 0.513 0.607 b = climbing up 0.012 0.609 0.806 0.694 c = jumping 0.024 0.882 0.951 0.915 d = lying 0.056 0.678 0.668 0.673 e = sitting 0.066 0.610 0.567 0.588 f = standing 0.012 0.931 0.911 0.921 g = running 0.001 0.625 0.008 0.015 h = walking ------------------------------------------------------- 0.043 0.706 0.618 0.595 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.006 0.925 0.675 0.781 a = climbing down 0.192 0.450 0.952 0.611 b = climbing up 0.013 0.597 1.000 0.748 c = jumping 0.019 0.895 0.876 0.886 d = lying 0.060 0.623 0.592 0.607 e = sitting 0.078 0.542 0.576 0.558 f = standing 0.001 0.995 0.900 0.945 g = running 0.003 0.852 0.108 0.191 h = walking ------------------------------------------------------- 0.051 0.751 0.679 0.657 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.801 0.861 0.830 a = climbing down 0.069 0.660 0.862 0.747 b = climbing up 0.000 1.000 0.939 0.968 c = jumping 0.050 0.778 0.986 0.870 d = lying 0.047 0.563 0.306 0.397 e = sitting 0.095 0.488 0.626 0.548 f = standing 0.001 0.992 0.989 0.991 g = running 0.011 0.904 0.612 0.730 h = walking ------------------------------------------------------- 0.041 0.747 0.741 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.014 0.914 0.953 0.933 a = climbing down 0.042 0.367 0.796 0.503 b = climbing up 0.002 0.920 0.980 0.949 c = jumping 0.141 0.626 0.992 0.767 d = lying 0.001 0.993 0.974 0.983 e = sitting 0.006 0.920 0.324 0.479 f = standing 0.001 0.995 0.979 0.987 g = running 0.006 0.961 0.747 0.841 h = walking ------------------------------------------------------- 0.033 0.874 0.820 0.810 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.958 0.949 a = climbing down 0.051 0.725 0.897 0.802 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.912 0.970 0.940 d = lying 0.042 0.779 0.956 0.859 e = sitting 0.009 0.935 0.807 0.866 f = standing 0.001 0.996 0.865 0.926 g = running 0.011 0.925 0.744 0.825 h = walking ------------------------------------------------------- 0.019 0.894 0.881 0.882 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.745 0.669 0.705 a = climbing down 0.111 0.596 0.909 0.720 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.008 0.946 0.790 0.861 d = lying 0.062 0.644 0.969 0.773 e = sitting 0.031 0.765 0.712 0.737 f = standing 0.000 0.999 0.843 0.914 g = running 0.013 0.838 0.473 0.605 h = walking ------------------------------------------------------- 0.035 0.809 0.774 0.774 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.670 0.507 0.577 a = climbing down 0.172 0.370 0.732 0.491 b = climbing up 0.000 0.993 0.940 0.966 c = jumping 0.026 0.767 0.515 0.616 d = lying 0.043 0.727 0.894 0.802 e = sitting 0.095 0.519 0.723 0.604 f = standing 0.002 0.993 0.832 0.905 g = running 0.043 0.434 0.189 0.263 h = walking ------------------------------------------------------- 0.051 0.679 0.640 0.636 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.781 0.867 0.822 a = climbing down 0.095 0.538 0.768 0.633 b = climbing up 0.001 0.959 0.959 0.959 c = jumping 0.079 0.662 0.860 0.748 d = lying 0.029 0.843 0.957 0.897 e = sitting 0.022 0.780 0.439 0.562 f = standing 0.001 0.995 0.991 0.993 g = running 0.017 0.793 0.406 0.537 h = walking ------------------------------------------------------- 0.038 0.780 0.762 0.750 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.044 0.649 0.658 0.653 a = climbing down 0.066 0.678 0.869 0.762 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.023 0.864 0.809 0.836 d = lying 0.045 0.683 0.694 0.688 e = sitting 0.074 0.596 0.638 0.617 f = standing 0.001 0.993 0.981 0.987 g = running 0.017 0.859 0.621 0.721 h = walking ------------------------------------------------------- 0.037 0.776 0.766 0.766 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.034 0.739 0.908 0.815 a = climbing down 0.101 0.578 0.466 0.516 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.090 0.450 0.496 0.472 d = lying 0.028 0.784 0.975 0.869 e = sitting 0.112 0.481 0.636 0.548 f = standing 0.028 0.852 0.975 0.909 g = running 0.026 0.763 0.468 0.580 h = walking ------------------------------------------------------- 0.064 0.658 0.646 0.631 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.775 0.858 a = climbing down 0.036 0.762 0.833 0.796 b = climbing up 0.000 1.000 0.655 0.792 c = jumping 0.023 0.881 0.962 0.920 d = lying 0.030 0.833 0.879 0.855 e = sitting 0.030 0.761 0.743 0.752 f = standing 0.011 0.948 0.894 0.920 g = running 0.023 0.874 0.928 0.900 h = walking ------------------------------------------------------- 0.022 0.869 0.864 0.864 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.019 0.791 0.826 0.808 a = climbing down 0.019 0.748 0.450 0.562 b = climbing up 0.000 1.000 0.790 0.883 c = jumping 0.029 0.815 0.696 0.751 d = lying 0.024 0.819 0.556 0.662 e = sitting 0.108 0.572 0.886 0.695 f = standing 0.010 0.952 0.980 0.966 g = running 0.055 0.771 0.957 0.854 h = walking ------------------------------------------------------- 0.038 0.792 0.774 0.768 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.882 0.632 0.737 a = climbing down 0.087 0.653 0.910 0.761 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.021 0.730 0.344 0.468 d = lying 0.050 0.731 0.898 0.806 e = sitting 0.100 0.462 0.636 0.535 f = standing 0.002 0.988 0.993 0.990 g = running 0.026 0.827 0.701 0.758 h = walking ------------------------------------------------------- 0.040 0.767 0.743 0.735 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.853 0.716 0.778 a = climbing down 0.053 0.704 0.830 0.762 b = climbing up 0.000 1.000 0.857 0.923 c = jumping 0.008 0.950 0.866 0.906 d = lying 0.063 0.685 0.912 0.782 e = sitting 0.032 0.752 0.570 0.648 f = standing 0.006 0.967 0.999 0.983 g = running 0.024 0.864 0.850 0.857 h = walking ------------------------------------------------------- 0.028 0.833 0.825 0.823 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.056 0.620 0.818 0.705 a = climbing down 0.124 0.539 0.845 0.658 b = climbing up 0.000 0.995 0.974 0.984 c = jumping 0.012 0.926 0.761 0.835 d = lying 0.115 0.503 0.942 0.655 e = sitting 0.045 0.552 0.303 0.392 f = standing 0.005 0.976 0.997 0.987 g = running 0.013 0.596 0.116 0.194 h = walking ------------------------------------------------------- 0.048 0.696 0.678 0.643 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.120 0.272 0.658 0.385 a = climbing down 0.151 0.255 0.346 0.294 b = climbing up 0.008 0.757 0.978 0.853 c = jumping 0.050 0.782 0.940 0.854 d = lying 0.016 0.913 0.935 0.924 e = sitting 0.016 0.879 0.662 0.755 f = standing 0.030 0.853 0.998 0.920 g = running 0.002 0.481 0.010 0.020 h = walking ------------------------------------------------------- 0.045 0.673 0.652 0.613 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.850 0.651 0.738 a = climbing down 0.192 0.419 0.882 0.568 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.041 0.806 0.957 0.875 d = lying 0.019 0.834 0.565 0.674 e = sitting 0.063 0.649 0.731 0.687 f = standing 0.007 0.966 0.998 0.982 g = running 0.010 0.474 0.054 0.097 h = walking ------------------------------------------------------- 0.048 0.721 0.702 0.669 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.071 0.583 0.773 0.665 a = climbing down 0.066 0.658 0.773 0.711 b = climbing up 0.000 1.000 0.497 0.664 c = jumping 0.050 0.571 0.349 0.433 d = lying 0.060 0.457 0.399 0.426 e = sitting 0.187 0.232 0.346 0.278 f = standing 0.016 0.896 0.754 0.819 g = running 0.028 0.828 0.723 0.772 h = walking ------------------------------------------------------- 0.065 0.623 0.587 0.594 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.839 0.946 0.889 a = climbing down 0.026 0.390 0.543 0.454 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.051 0.809 0.917 0.859 d = lying 0.016 0.926 0.974 0.949 e = sitting 0.018 0.886 0.687 0.774 f = standing 0.003 0.974 1.000 0.987 g = running 0.013 0.928 0.779 0.847 h = walking ------------------------------------------------------- 0.023 0.876 0.866 0.866 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.955 0.939 a = climbing down 0.071 0.663 0.913 0.768 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.047 0.754 0.867 0.807 d = lying 0.026 0.854 0.963 0.905 e = sitting 0.023 0.829 0.689 0.753 f = standing 0.004 0.976 0.888 0.930 g = running 0.010 0.922 0.615 0.738 h = walking ------------------------------------------------------- 0.026 0.853 0.836 0.835 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.061 0.596 0.585 0.590 a = climbing down 0.069 0.705 0.919 0.798 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.011 0.921 0.760 0.833 d = lying 0.077 0.591 0.961 0.732 e = sitting 0.038 0.735 0.752 0.743 f = standing 0.003 0.984 0.741 0.846 g = running 0.013 0.875 0.617 0.724 h = walking ------------------------------------------------------- 0.035 0.795 0.762 0.765 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.156 0.421 0.950 0.583 a = climbing down 0.006 0.937 0.611 0.740 b = climbing up 0.000 1.000 0.748 0.856 c = jumping 0.074 0.602 0.743 0.665 d = lying 0.073 0.621 0.869 0.724 e = sitting 0.034 0.663 0.448 0.535 f = standing 0.028 0.886 0.762 0.819 g = running 0.020 0.677 0.252 0.367 h = walking ------------------------------------------------------- 0.049 0.717 0.658 0.651 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.070 0.638 0.862 0.733 a = climbing down 0.088 0.455 0.502 0.477 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.062 0.714 0.785 0.748 d = lying 0.020 0.875 0.958 0.914 e = sitting 0.040 0.708 0.566 0.629 f = standing 0.001 0.997 1.000 0.998 g = running 0.041 0.582 0.350 0.437 h = walking ------------------------------------------------------- 0.040 0.621 0.628 0.617 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.035 0.708 0.689 0.699 a = climbing down 0.121 0.517 0.818 0.634 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.023 0.853 0.695 0.766 d = lying 0.022 0.812 0.697 0.750 e = sitting 0.095 0.585 0.789 0.672 f = standing 0.002 0.990 0.961 0.975 g = running 0.027 0.669 0.319 0.432 h = walking ------------------------------------------------------- 0.045 0.746 0.720 0.715 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.053 0.650 0.898 0.754 a = climbing down 0.172 0.457 0.494 0.475 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.078 0.562 0.623 0.591 d = lying 0.033 0.743 0.947 0.833 e = sitting 0.099 0.485 0.575 0.526 f = standing 0.034 0.824 0.972 0.892 g = running 0.019 0.147 0.019 0.034 h = walking ------------------------------------------------------- 0.079 0.538 0.592 0.543 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.986 0.632 0.770 a = climbing down 0.025 0.784 0.672 0.724 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.008 0.958 0.972 0.965 d = lying 0.032 0.802 0.906 0.851 e = sitting 0.021 0.867 0.828 0.847 f = standing 0.000 0.998 0.923 0.959 g = running 0.078 0.671 0.946 0.785 h = walking ------------------------------------------------------- 0.022 0.875 0.858 0.858 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.073 0.518 0.898 0.657 a = climbing down 0.019 0.736 0.432 0.545 b = climbing up 0.000 1.000 0.764 0.866 c = jumping 0.025 0.724 0.334 0.458 d = lying 0.051 0.761 0.842 0.800 e = sitting 0.122 0.506 0.772 0.611 f = standing 0.007 0.964 0.995 0.979 g = running 0.006 0.963 0.872 0.916 h = walking ------------------------------------------------------- 0.040 0.767 0.735 0.726 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.728 0.494 0.589 a = climbing down 0.077 0.611 0.708 0.656 b = climbing up 0.000 1.000 0.794 0.885 c = jumping 0.046 0.684 0.573 0.624 d = lying 0.032 0.787 0.827 0.807 e = sitting 0.094 0.496 0.549 0.521 f = standing 0.007 0.963 0.999 0.981 g = running 0.060 0.673 0.749 0.709 h = walking ------------------------------------------------------- 0.048 0.712 0.707 0.705 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.832 0.656 0.733 a = climbing down 0.149 0.481 0.916 0.631 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.004 0.977 0.906 0.940 d = lying 0.072 0.611 0.757 0.676 e = sitting 0.052 0.648 0.560 0.601 f = standing 0.006 0.966 0.999 0.982 g = running 0.004 0.939 0.356 0.517 h = walking ------------------------------------------------------- 0.041 0.792 0.736 0.732 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.578 0.716 a = climbing down 0.194 0.432 0.946 0.593 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.994 0.808 0.891 d = lying 0.119 0.476 0.882 0.619 e = sitting 0.049 0.600 0.353 0.445 f = standing 0.003 0.983 1.000 0.991 g = running 0.008 0.723 0.129 0.219 h = walking ------------------------------------------------------- 0.050 0.748 0.671 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.075 0.436 0.846 0.576 a = climbing down 0.184 0.264 0.452 0.334 b = climbing up 0.001 0.970 0.946 0.958 c = jumping 0.024 0.863 0.787 0.823 d = lying 0.149 0.520 0.960 0.674 e = sitting 0.037 0.265 0.073 0.115 f = standing 0.018 0.909 0.998 0.952 g = running 0.011 0.289 0.022 0.040 h = walking ------------------------------------------------------- 0.064 0.526 0.565 0.500 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.818 0.801 0.809 a = climbing down 0.096 0.586 0.824 0.685 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.088 0.656 0.830 0.733 d = lying 0.010 0.822 0.329 0.470 e = sitting 0.115 0.451 0.546 0.494 f = standing 0.001 0.997 0.986 0.991 g = running 0.017 0.839 0.521 0.643 h = walking ------------------------------------------------------- 0.051 0.738 0.704 0.697 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.816 0.865 a = climbing down 0.040 0.755 0.773 0.764 b = climbing up 0.000 1.000 0.752 0.858 c = jumping 0.016 0.653 0.167 0.266 d = lying 0.101 0.457 0.517 0.485 e = sitting 0.212 0.201 0.337 0.252 f = standing 0.008 0.957 1.000 0.978 g = running 0.037 0.806 0.863 0.834 h = walking ------------------------------------------------------- 0.059 0.682 0.636 0.634 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.031 0.834 0.968 0.896 a = climbing down 0.125 0.155 0.747 0.256 b = climbing up 0.000 0.981 0.993 0.987 c = jumping 0.001 0.996 0.988 0.992 d = lying 0.014 0.931 0.942 0.937 e = sitting 0.014 0.928 0.926 0.927 f = standing 0.000 0.998 0.995 0.997 g = running 0.002 0.964 0.221 0.360 h = walking ------------------------------------------------------- 0.013 0.921 0.825 0.825 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.934 0.945 a = climbing down 0.046 0.740 0.854 0.793 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.025 0.866 0.987 0.923 d = lying 0.016 0.898 0.921 0.909 e = sitting 0.009 0.939 0.818 0.874 f = standing 0.004 0.980 0.943 0.961 g = running 0.021 0.872 0.780 0.823 h = walking ------------------------------------------------------- 0.018 0.896 0.891 0.891 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.687 0.652 0.669 a = climbing down 0.151 0.515 0.885 0.651 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.957 0.793 0.867 d = lying 0.077 0.540 0.777 0.637 e = sitting 0.065 0.566 0.658 0.608 f = standing 0.000 0.999 0.694 0.819 g = running 0.016 0.713 0.272 0.393 h = walking ------------------------------------------------------- 0.048 0.743 0.687 0.685 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.060 0.634 0.911 0.748 a = climbing down 0.023 0.806 0.702 0.750 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.063 0.657 0.814 0.727 d = lying 0.052 0.713 0.907 0.799 e = sitting 0.042 0.677 0.571 0.619 f = standing 0.001 0.994 0.794 0.883 g = running 0.040 0.710 0.582 0.640 h = walking ------------------------------------------------------- 0.035 0.773 0.754 0.754 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.757 0.885 0.816 a = climbing down 0.060 0.629 0.734 0.678 b = climbing up 0.001 0.913 0.951 0.932 c = jumping 0.006 0.967 0.907 0.936 d = lying 0.032 0.803 0.807 0.805 e = sitting 0.047 0.753 0.793 0.773 f = standing 0.001 0.994 0.991 0.993 g = running 0.019 0.832 0.593 0.692 h = walking ------------------------------------------------------- 0.027 0.832 0.824 0.824 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.649 0.874 0.745 a = climbing down 0.126 0.479 0.728 0.577 b = climbing up 0.022 0.354 0.750 0.481 c = jumping 0.017 0.878 0.641 0.741 d = lying 0.072 0.379 0.316 0.345 e = sitting 0.123 0.441 0.603 0.509 f = standing 0.028 0.857 0.829 0.843 g = running 0.021 0.502 0.127 0.202 h = walking ------------------------------------------------------- 0.061 0.610 0.592 0.573 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.037 0.715 0.887 0.792 a = climbing down 0.128 0.594 0.661 0.626 b = climbing up 0.000 1.000 0.051 0.096 c = jumping 0.061 0.587 0.469 0.521 d = lying 0.042 0.684 0.911 0.781 e = sitting 0.116 0.453 0.614 0.521 f = standing 0.024 0.864 0.978 0.918 g = running 0.016 0.749 0.273 0.400 h = walking ------------------------------------------------------- 0.066 0.661 0.643 0.621 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.866 0.650 0.743 a = climbing down 0.027 0.714 0.471 0.568 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.009 0.949 0.982 0.965 d = lying 0.050 0.735 0.836 0.782 e = sitting 0.038 0.737 0.653 0.693 f = standing 0.005 0.977 0.943 0.960 g = running 0.096 0.603 0.895 0.720 h = walking ------------------------------------------------------- 0.033 0.808 0.796 0.792 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.007 0.920 0.892 0.906 a = climbing down 0.034 0.728 0.874 0.795 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.003 0.981 0.795 0.878 d = lying 0.036 0.618 0.300 0.404 e = sitting 0.156 0.481 0.891 0.625 f = standing 0.003 0.983 0.980 0.982 g = running 0.010 0.944 0.845 0.892 h = walking ------------------------------------------------------- 0.034 0.818 0.785 0.781 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.664 0.775 a = climbing down 0.043 0.639 0.496 0.558 b = climbing up 0.000 1.000 0.769 0.869 c = jumping 0.007 0.960 0.912 0.936 d = lying 0.070 0.617 0.784 0.690 e = sitting 0.041 0.725 0.595 0.654 f = standing 0.006 0.968 0.996 0.982 g = running 0.090 0.625 0.908 0.740 h = walking ------------------------------------------------------- 0.036 0.790 0.773 0.771 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.766 0.738 0.751 a = climbing down 0.085 0.601 0.817 0.693 b = climbing up 0.000 0.981 0.821 0.894 c = jumping 0.000 0.997 0.989 0.993 d = lying 0.103 0.571 0.876 0.691 e = sitting 0.022 0.715 0.343 0.464 f = standing 0.004 0.978 0.998 0.988 g = running 0.010 0.924 0.659 0.769 h = walking ------------------------------------------------------- 0.034 0.808 0.782 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.883 0.572 0.694 a = climbing down 0.208 0.461 0.899 0.609 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.988 0.945 0.966 d = lying 0.128 0.476 0.918 0.627 e = sitting 0.018 0.500 0.121 0.194 f = standing 0.002 0.992 1.000 0.996 g = running 0.014 0.563 0.106 0.179 h = walking ------------------------------------------------------- 0.055 0.707 0.674 0.630 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.299 0.182 0.983 0.307 a = climbing down 0.006 0.825 0.181 0.297 b = climbing up 0.000 0.985 0.985 0.985 c = jumping 0.000 0.995 0.351 0.519 d = lying 0.066 0.712 0.892 0.792 e = sitting 0.141 0.397 0.592 0.475 f = standing 0.002 0.990 0.999 0.995 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.064 0.636 0.623 0.546 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.836 0.861 a = climbing down 0.041 0.765 0.872 0.815 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.038 0.808 0.940 0.869 d = lying 0.069 0.610 0.636 0.623 e = sitting 0.056 0.592 0.470 0.524 f = standing 0.001 0.997 0.988 0.992 g = running 0.010 0.936 0.869 0.902 h = walking ------------------------------------------------------- 0.032 0.803 0.805 0.801 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.013 0.878 0.770 0.820 a = climbing down 0.064 0.691 0.919 0.789 b = climbing up 0.000 1.000 0.741 0.852 c = jumping 0.009 0.847 0.288 0.430 d = lying 0.052 0.618 0.462 0.529 e = sitting 0.213 0.309 0.616 0.412 f = standing 0.008 0.954 0.934 0.944 g = running 0.013 0.914 0.813 0.860 h = walking ------------------------------------------------------- 0.051 0.751 0.678 0.682 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.162 0.488 0.980 0.652 a = climbing down 0.018 0.310 0.263 0.285 b = climbing up 0.001 0.961 0.967 0.964 c = jumping 0.016 0.935 0.956 0.945 d = lying 0.057 0.776 0.974 0.864 e = sitting 0.011 0.922 0.647 0.760 f = standing 0.004 0.967 0.990 0.979 g = running 0.007 0.873 0.212 0.342 h = walking ------------------------------------------------------- 0.039 0.820 0.763 0.739 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.157 0.316 0.660 0.427 a = climbing down 0.080 0.420 0.377 0.397 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.112 0.586 0.950 0.725 d = lying 0.039 0.784 0.939 0.854 e = sitting 0.021 0.701 0.290 0.411 f = standing 0.005 0.973 0.815 0.887 g = running 0.038 0.500 0.202 0.288 h = walking ------------------------------------------------------- 0.057 0.641 0.606 0.587 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.717 0.734 0.726 a = climbing down 0.068 0.707 0.924 0.801 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.023 0.859 0.859 0.859 d = lying 0.079 0.579 0.935 0.715 e = sitting 0.027 0.769 0.650 0.705 f = standing 0.000 0.999 0.731 0.844 g = running 0.007 0.926 0.644 0.760 h = walking ------------------------------------------------------- 0.032 0.817 0.783 0.785 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.706 0.910 0.795 a = climbing down 0.023 0.832 0.845 0.838 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.026 0.822 0.784 0.802 d = lying 0.083 0.604 0.930 0.732 e = sitting 0.037 0.760 0.795 0.777 f = standing 0.004 0.984 0.714 0.827 g = running 0.016 0.876 0.693 0.774 h = walking ------------------------------------------------------- 0.029 0.826 0.796 0.799 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.077 0.610 0.906 0.729 a = climbing down 0.043 0.660 0.590 0.623 b = climbing up 0.008 0.643 0.959 0.770 c = jumping 0.012 0.909 0.635 0.748 d = lying 0.053 0.677 0.695 0.686 e = sitting 0.094 0.585 0.756 0.660 f = standing 0.001 0.995 0.918 0.955 g = running 0.021 0.806 0.578 0.673 h = walking ------------------------------------------------------- 0.041 0.759 0.731 0.732 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.875 0.727 0.794 a = climbing down 0.102 0.582 0.883 0.701 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.021 0.854 0.725 0.784 d = lying 0.036 0.708 0.622 0.662 e = sitting 0.095 0.570 0.729 0.640 f = standing 0.001 0.992 0.957 0.975 g = running 0.021 0.822 0.540 0.652 h = walking ------------------------------------------------------- 0.040 0.780 0.751 0.753 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.063 0.621 0.938 0.748 a = climbing down 0.129 0.500 0.433 0.464 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.058 0.520 0.456 0.486 d = lying 0.029 0.742 0.812 0.776 e = sitting 0.137 0.427 0.621 0.506 f = standing 0.039 0.806 0.974 0.882 g = running 0.024 0.685 0.293 0.410 h = walking ------------------------------------------------------- 0.074 0.609 0.595 0.572 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.896 0.892 0.894 a = climbing down 0.067 0.640 0.908 0.751 b = climbing up 0.000 0.993 0.863 0.924 c = jumping 0.008 0.953 0.978 0.965 d = lying 0.051 0.736 0.850 0.789 e = sitting 0.028 0.818 0.750 0.782 f = standing 0.004 0.983 0.907 0.944 g = running 0.010 0.909 0.617 0.735 h = walking ------------------------------------------------------- 0.024 0.860 0.843 0.844 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.047 0.630 0.924 0.750 a = climbing down 0.011 0.865 0.582 0.696 b = climbing up 0.000 1.000 0.339 0.506 c = jumping 0.023 0.858 0.723 0.784 d = lying 0.030 0.651 0.290 0.401 e = sitting 0.157 0.471 0.873 0.612 f = standing 0.027 0.879 0.982 0.928 g = running 0.013 0.926 0.884 0.904 h = walking ------------------------------------------------------- 0.042 0.772 0.733 0.722 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.023 0.804 0.725 0.762 a = climbing down 0.061 0.667 0.731 0.698 b = climbing up 0.000 0.993 0.881 0.934 c = jumping 0.004 0.975 0.733 0.837 d = lying 0.045 0.685 0.705 0.695 e = sitting 0.083 0.616 0.763 0.682 f = standing 0.003 0.981 0.952 0.966 g = running 0.039 0.768 0.797 0.782 h = walking ------------------------------------------------------- 0.036 0.795 0.777 0.782 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.790 0.860 a = climbing down 0.051 0.732 0.929 0.819 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.006 0.967 0.987 0.977 d = lying 0.081 0.628 0.908 0.742 e = sitting 0.015 0.847 0.486 0.618 f = standing 0.005 0.975 1.000 0.987 g = running 0.012 0.926 0.814 0.866 h = walking ------------------------------------------------------- 0.024 0.867 0.847 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.950 0.569 0.712 a = climbing down 0.146 0.508 0.932 0.658 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.000 0.997 0.903 0.948 d = lying 0.146 0.445 0.942 0.605 e = sitting 0.024 0.596 0.185 0.282 f = standing 0.001 0.997 1.000 0.998 g = running 0.013 0.838 0.416 0.556 h = walking ------------------------------------------------------- 0.043 0.776 0.709 0.691 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.168 0.235 0.763 0.359 a = climbing down 0.074 0.396 0.318 0.352 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.007 0.962 0.985 0.973 d = lying 0.101 0.621 0.937 0.747 e = sitting 0.012 0.856 0.409 0.554 f = standing 0.026 0.870 0.994 0.928 g = running 0.010 0.756 0.154 0.255 h = walking ------------------------------------------------------- 0.044 0.725 0.645 0.624 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.931 0.819 0.871 a = climbing down 0.036 0.784 0.902 0.839 b = climbing up 0.000 1.000 0.922 0.959 c = jumping 0.021 0.868 0.775 0.819 d = lying 0.100 0.527 0.784 0.630 e = sitting 0.065 0.553 0.402 0.465 f = standing 0.002 0.990 0.995 0.993 g = running 0.015 0.907 0.872 0.889 h = walking ------------------------------------------------------- 0.034 0.797 0.788 0.786 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.181 0.383 0.933 0.543 a = climbing down 0.024 0.824 0.678 0.744 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.011 0.939 0.986 0.962 d = lying 0.089 0.505 0.460 0.481 e = sitting 0.094 0.353 0.362 0.357 f = standing 0.009 0.930 0.683 0.787 g = running 0.009 0.874 0.373 0.522 h = walking ------------------------------------------------------- 0.053 0.709 0.637 0.642 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.138 0.483 0.948 0.640 a = climbing down 0.037 0.757 0.832 0.793 b = climbing up 0.001 0.942 0.976 0.958 c = jumping 0.086 0.639 0.944 0.762 d = lying 0.001 0.993 0.969 0.981 e = sitting 0.014 0.868 0.505 0.638 f = standing 0.001 0.992 0.990 0.991 g = running 0.004 0.856 0.147 0.252 h = walking ------------------------------------------------------- 0.036 0.813 0.753 0.724 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.854 0.930 0.890 a = climbing down 0.053 0.706 0.850 0.771 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.009 0.950 0.969 0.959 d = lying 0.046 0.765 0.931 0.840 e = sitting 0.014 0.884 0.777 0.827 f = standing 0.001 0.993 0.883 0.935 g = running 0.016 0.890 0.686 0.775 h = walking ------------------------------------------------------- 0.021 0.872 0.862 0.862 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.014 0.872 0.595 0.707 a = climbing down 0.160 0.528 0.987 0.688 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.001 0.996 0.836 0.909 d = lying 0.079 0.585 0.957 0.726 e = sitting 0.025 0.809 0.735 0.770 f = standing 0.001 0.993 0.761 0.862 g = running 0.007 0.874 0.354 0.503 h = walking ------------------------------------------------------- 0.039 0.824 0.751 0.751 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.181 0.384 0.931 0.544 a = climbing down 0.009 0.911 0.699 0.791 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.017 0.880 0.761 0.816 d = lying 0.061 0.646 0.866 0.740 e = sitting 0.055 0.618 0.631 0.624 f = standing 0.005 0.981 0.888 0.932 g = running 0.022 0.251 0.043 0.073 h = walking ------------------------------------------------------- 0.041 0.702 0.691 0.668 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.884 0.875 0.879 a = climbing down 0.045 0.722 0.836 0.775 b = climbing up 0.000 0.994 0.970 0.982 c = jumping 0.046 0.765 0.881 0.819 d = lying 0.023 0.866 0.962 0.912 e = sitting 0.019 0.846 0.622 0.717 f = standing 0.001 0.993 0.992 0.993 g = running 0.020 0.869 0.774 0.819 h = walking ------------------------------------------------------- 0.023 0.856 0.852 0.850 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.178 0.421 0.921 0.578 a = climbing down 0.020 0.825 0.596 0.692 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.026 0.816 0.835 0.825 d = lying 0.039 0.761 0.810 0.785 e = sitting 0.047 0.706 0.656 0.680 f = standing 0.003 0.984 0.983 0.984 g = running 0.018 0.531 0.122 0.198 h = walking ------------------------------------------------------- 0.043 0.738 0.712 0.693 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.043 0.648 0.861 0.739 a = climbing down 0.116 0.599 0.559 0.578 b = climbing up 0.000 1.000 0.458 0.628 c = jumping 0.091 0.560 0.770 0.649 d = lying 0.023 0.811 0.965 0.881 e = sitting 0.074 0.587 0.620 0.603 f = standing 0.031 0.804 0.769 0.786 g = running 0.010 0.887 0.464 0.609 h = walking ------------------------------------------------------- 0.062 0.696 0.673 0.668 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.930 0.487 0.639 a = climbing down 0.047 0.671 0.707 0.689 b = climbing up 0.000 0.983 0.988 0.985 c = jumping 0.017 0.908 0.990 0.947 d = lying 0.053 0.765 0.930 0.840 e = sitting 0.017 0.853 0.766 0.807 f = standing 0.001 0.997 0.796 0.885 g = running 0.062 0.731 0.974 0.835 h = walking ------------------------------------------------------- 0.028 0.845 0.826 0.821 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.786 0.843 0.813 a = climbing down 0.061 0.625 0.839 0.716 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.005 0.921 0.353 0.510 d = lying 0.038 0.766 0.672 0.716 e = sitting 0.161 0.442 0.807 0.571 f = standing 0.010 0.948 0.979 0.963 g = running 0.006 0.958 0.664 0.784 h = walking ------------------------------------------------------- 0.041 0.797 0.732 0.732 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.873 0.749 0.807 a = climbing down 0.025 0.740 0.407 0.525 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.002 0.957 0.269 0.420 d = lying 0.058 0.742 0.946 0.832 e = sitting 0.099 0.476 0.702 0.567 f = standing 0.003 0.986 0.994 0.990 g = running 0.114 0.618 0.946 0.747 h = walking ------------------------------------------------------- 0.044 0.779 0.730 0.710 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.807 0.844 0.825 a = climbing down 0.039 0.765 0.851 0.805 b = climbing up 0.000 0.982 0.913 0.946 c = jumping 0.010 0.945 0.980 0.962 d = lying 0.051 0.753 0.901 0.820 e = sitting 0.017 0.856 0.638 0.731 f = standing 0.009 0.953 0.997 0.975 g = running 0.011 0.925 0.781 0.847 h = walking ------------------------------------------------------- 0.022 0.864 0.859 0.857 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.909 0.717 0.802 a = climbing down 0.120 0.532 0.878 0.663 b = climbing up 0.000 0.995 0.990 0.992 c = jumping 0.000 0.997 0.857 0.922 d = lying 0.124 0.604 0.965 0.743 e = sitting 0.029 0.616 0.277 0.382 f = standing 0.001 0.997 0.995 0.996 g = running 0.026 0.745 0.421 0.538 h = walking ------------------------------------------------------- 0.046 0.768 0.738 0.723 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.067 0.491 0.943 0.646 a = climbing down 0.174 0.337 0.607 0.433 b = climbing up 0.000 0.993 0.871 0.928 c = jumping 0.031 0.854 0.977 0.911 d = lying 0.007 0.962 0.955 0.959 e = sitting 0.006 0.956 0.799 0.871 f = standing 0.008 0.957 0.992 0.974 g = running 0.002 0.649 0.019 0.036 h = walking ------------------------------------------------------- 0.035 0.782 0.738 0.699 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.760 0.773 0.766 a = climbing down 0.171 0.417 0.803 0.549 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.009 0.947 0.957 0.952 d = lying 0.029 0.826 0.857 0.841 e = sitting 0.030 0.809 0.838 0.823 f = standing 0.001 0.997 0.913 0.953 g = running 0.013 0.599 0.110 0.186 h = walking ------------------------------------------------------- 0.038 0.776 0.751 0.730 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.039 0.652 0.599 0.625 a = climbing down 0.142 0.540 0.961 0.692 b = climbing up 0.000 1.000 0.762 0.865 c = jumping 0.013 0.932 0.972 0.951 d = lying 0.097 0.313 0.366 0.337 e = sitting 0.083 0.474 0.386 0.425 f = standing 0.015 0.903 0.806 0.852 g = running 0.006 0.924 0.428 0.585 h = walking ------------------------------------------------------- 0.055 0.698 0.658 0.654 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.217 0.373 0.955 0.537 a = climbing down 0.009 0.901 0.566 0.695 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.030 0.781 0.678 0.726 d = lying 0.012 0.929 0.979 0.953 e = sitting 0.054 0.719 0.762 0.740 f = standing 0.002 0.991 0.998 0.995 g = running 0.005 0.639 0.053 0.098 h = walking ------------------------------------------------------- 0.042 0.773 0.713 0.685 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.869 0.883 0.876 a = climbing down 0.083 0.636 0.941 0.759 b = climbing up 0.000 0.983 0.994 0.989 c = jumping 0.011 0.934 0.935 0.935 d = lying 0.016 0.907 0.967 0.936 e = sitting 0.014 0.898 0.909 0.903 f = standing 0.001 0.993 0.924 0.957 g = running 0.012 0.893 0.526 0.662 h = walking ------------------------------------------------------- 0.021 0.884 0.866 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.022 0.732 0.369 0.491 a = climbing down 0.088 0.663 0.952 0.782 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.011 0.929 0.916 0.922 d = lying 0.113 0.505 0.991 0.669 e = sitting 0.015 0.868 0.674 0.759 f = standing 0.001 0.995 0.600 0.748 g = running 0.042 0.737 0.808 0.771 h = walking ------------------------------------------------------- 0.037 0.799 0.746 0.741 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.165 0.405 0.955 0.569 a = climbing down 0.009 0.915 0.667 0.771 b = climbing up 0.000 1.000 0.272 0.427 c = jumping 0.026 0.805 0.708 0.753 d = lying 0.059 0.683 0.929 0.788 e = sitting 0.038 0.731 0.681 0.705 f = standing 0.026 0.904 0.876 0.890 g = running 0.021 0.541 0.147 0.232 h = walking ------------------------------------------------------- 0.043 0.740 0.699 0.682 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.766 0.799 0.782 a = climbing down 0.096 0.539 0.778 0.637 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.030 0.839 0.840 0.840 d = lying 0.012 0.913 0.887 0.900 e = sitting 0.043 0.754 0.771 0.762 f = standing 0.001 0.996 0.990 0.993 g = running 0.030 0.740 0.457 0.565 h = walking ------------------------------------------------------- 0.034 0.800 0.788 0.786 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.023 0.812 0.701 0.753 a = climbing down 0.075 0.632 0.792 0.703 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.067 0.612 0.770 0.682 d = lying 0.020 0.767 0.436 0.556 e = sitting 0.074 0.601 0.641 0.620 f = standing 0.040 0.836 0.965 0.896 g = running 0.021 0.839 0.675 0.748 h = walking ------------------------------------------------------- 0.045 0.737 0.725 0.720 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.120 0.405 0.886 0.556 a = climbing down 0.077 0.675 0.521 0.588 b = climbing up 0.000 1.000 0.056 0.107 c = jumping 0.045 0.707 0.716 0.712 d = lying 0.021 0.818 0.906 0.860 e = sitting 0.094 0.559 0.690 0.618 f = standing 0.051 0.717 0.783 0.749 g = running 0.012 0.820 0.333 0.474 h = walking ------------------------------------------------------- 0.059 0.687 0.639 0.628 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.951 0.537 0.687 a = climbing down 0.090 0.582 0.971 0.728 b = climbing up 0.000 0.980 0.829 0.898 c = jumping 0.013 0.923 0.983 0.952 d = lying 0.054 0.597 0.569 0.582 e = sitting 0.086 0.631 0.787 0.701 f = standing 0.005 0.971 0.753 0.848 g = running 0.025 0.817 0.679 0.742 h = walking ------------------------------------------------------- 0.037 0.796 0.759 0.760 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.004 0.924 0.446 0.601 a = climbing down 0.109 0.500 0.909 0.645 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.036 0.704 0.491 0.579 d = lying 0.022 0.709 0.293 0.415 e = sitting 0.193 0.414 0.810 0.548 f = standing 0.010 0.951 0.998 0.974 g = running 0.022 0.841 0.633 0.722 h = walking ------------------------------------------------------- 0.054 0.731 0.657 0.650 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.035 0.638 0.505 0.563 a = climbing down 0.061 0.619 0.566 0.591 b = climbing up 0.000 1.000 0.746 0.854 c = jumping 0.003 0.965 0.492 0.652 d = lying 0.038 0.747 0.725 0.736 e = sitting 0.118 0.517 0.788 0.625 f = standing 0.015 0.917 0.969 0.943 g = running 0.090 0.606 0.740 0.666 h = walking ------------------------------------------------------- 0.051 0.724 0.691 0.690 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.043 0.677 0.688 0.682 a = climbing down 0.142 0.501 0.906 0.645 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.003 0.980 0.972 0.976 d = lying 0.059 0.624 0.663 0.643 e = sitting 0.055 0.653 0.623 0.638 f = standing 0.003 0.981 1.000 0.990 g = running 0.004 0.923 0.237 0.377 h = walking ------------------------------------------------------- 0.041 0.779 0.732 0.716 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.882 0.254 0.394 a = climbing down 0.238 0.365 0.961 0.529 b = climbing up 0.128 0.150 0.995 0.260 c = jumping 0.000 0.999 0.815 0.898 d = lying 0.075 0.588 0.527 0.555 e = sitting 0.125 0.488 0.629 0.550 f = standing 0.001 0.966 0.121 0.215 g = running 0.006 0.375 0.022 0.041 h = walking ------------------------------------------------------- 0.066 0.643 0.490 0.454 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.205 0.196 0.670 0.303 a = climbing down 0.001 0.969 0.299 0.457 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.011 0.942 0.938 0.940 d = lying 0.122 0.569 0.974 0.718 e = sitting 0.012 0.827 0.298 0.438 f = standing 0.067 0.732 0.992 0.842 g = running 0.014 0.674 0.141 0.233 h = walking ------------------------------------------------------- 0.048 0.746 0.616 0.590 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.036 0.741 0.747 0.744 a = climbing down 0.144 0.473 0.775 0.587 b = climbing up 0.000 0.977 0.988 0.983 c = jumping 0.018 0.903 0.931 0.917 d = lying 0.011 0.787 0.278 0.411 e = sitting 0.113 0.551 0.870 0.675 f = standing 0.001 0.996 0.983 0.989 g = running 0.018 0.720 0.268 0.391 h = walking ------------------------------------------------------- 0.047 0.747 0.707 0.686 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.764 0.823 0.793 a = climbing down 0.036 0.786 0.785 0.785 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.012 0.933 0.964 0.948 d = lying 0.144 0.383 0.574 0.459 e = sitting 0.062 0.350 0.178 0.236 f = standing 0.007 0.953 0.890 0.921 g = running 0.033 0.816 0.863 0.839 h = walking ------------------------------------------------------- 0.045 0.715 0.720 0.710 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.034 0.781 0.876 0.826 a = climbing down 0.149 0.440 0.835 0.576 b = climbing up 0.028 0.435 0.994 0.605 c = jumping 0.011 0.938 0.961 0.949 d = lying 0.024 0.852 0.834 0.843 e = sitting 0.030 0.811 0.803 0.807 f = standing 0.000 0.999 0.824 0.903 g = running 0.012 0.672 0.135 0.224 h = walking ------------------------------------------------------- 0.034 0.785 0.746 0.726 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.052 0.685 0.929 0.789 a = climbing down 0.192 0.431 0.940 0.591 b = climbing up 0.000 1.000 0.590 0.742 c = jumping 0.003 0.985 0.980 0.982 d = lying 0.019 0.883 0.894 0.888 e = sitting 0.006 0.952 0.904 0.927 f = standing 0.001 0.996 0.785 0.878 g = running 0.005 0.677 0.051 0.095 h = walking ------------------------------------------------------- 0.036 0.814 0.759 0.725 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.657 0.728 0.691 a = climbing down 0.195 0.455 0.904 0.605 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.001 0.993 0.820 0.898 d = lying 0.138 0.401 0.801 0.535 e = sitting 0.040 0.475 0.285 0.356 f = standing 0.004 0.980 0.656 0.786 g = running 0.001 0.333 0.003 0.007 h = walking ------------------------------------------------------- 0.058 0.660 0.620 0.590 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.102 0.515 0.939 0.665 a = climbing down 0.012 0.895 0.749 0.816 b = climbing up 0.000 1.000 0.497 0.664 c = jumping 0.038 0.754 0.790 0.771 d = lying 0.033 0.755 0.727 0.740 e = sitting 0.068 0.602 0.671 0.635 f = standing 0.024 0.916 0.874 0.894 g = running 0.024 0.750 0.428 0.545 h = walking ------------------------------------------------------- 0.039 0.767 0.738 0.737 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.818 0.688 0.747 a = climbing down 0.100 0.553 0.909 0.688 b = climbing up 0.006 0.660 0.694 0.676 c = jumping 0.013 0.924 0.955 0.939 d = lying 0.025 0.847 0.881 0.863 e = sitting 0.026 0.840 0.779 0.809 f = standing 0.006 0.967 0.963 0.965 g = running 0.010 0.913 0.570 0.702 h = walking ------------------------------------------------------- 0.026 0.846 0.820 0.820 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.070 0.615 0.825 0.705 a = climbing down 0.020 0.825 0.607 0.699 b = climbing up 0.029 0.417 0.994 0.587 c = jumping 0.011 0.919 0.914 0.917 d = lying 0.058 0.683 0.644 0.663 e = sitting 0.075 0.565 0.620 0.591 f = standing 0.003 0.984 0.795 0.880 g = running 0.054 0.646 0.628 0.637 h = walking ------------------------------------------------------- 0.040 0.747 0.720 0.725 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.455 0.190 0.268 a = climbing down 0.266 0.380 0.528 0.442 b = climbing up 0.000 1.000 0.102 0.185 c = jumping 0.064 0.650 0.781 0.710 d = lying 0.019 0.556 0.227 0.322 e = sitting 0.105 0.495 0.597 0.541 f = standing 0.140 0.535 0.979 0.692 g = running 0.001 0.438 0.006 0.011 h = walking ------------------------------------------------------- 0.110 0.499 0.494 0.434 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.554 0.707 a = climbing down 0.046 0.697 0.760 0.727 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.009 0.943 0.997 0.969 d = lying 0.119 0.515 0.749 0.610 e = sitting 0.053 0.621 0.481 0.542 f = standing 0.000 1.000 0.782 0.877 g = running 0.049 0.760 0.949 0.844 h = walking ------------------------------------------------------- 0.039 0.792 0.762 0.762 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.820 0.875 a = climbing down 0.108 0.468 0.967 0.631 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.008 0.942 0.784 0.856 d = lying 0.062 0.416 0.239 0.304 e = sitting 0.167 0.456 0.713 0.556 f = standing 0.009 0.955 0.984 0.969 g = running 0.001 0.984 0.440 0.608 h = walking ------------------------------------------------------- 0.050 0.747 0.689 0.684 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.905 0.635 0.746 a = climbing down 0.047 0.579 0.441 0.500 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.003 0.980 0.915 0.947 d = lying 0.078 0.642 0.747 0.690 e = sitting 0.055 0.625 0.553 0.587 f = standing 0.005 0.970 0.976 0.973 g = running 0.098 0.621 0.888 0.731 h = walking ------------------------------------------------------- 0.043 0.761 0.749 0.746 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.771 0.755 0.763 a = climbing down 0.075 0.643 0.868 0.739 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.001 0.997 0.992 0.994 d = lying 0.090 0.656 0.864 0.745 e = sitting 0.026 0.711 0.422 0.529 f = standing 0.003 0.985 0.999 0.992 g = running 0.008 0.936 0.662 0.775 h = walking ------------------------------------------------------- 0.033 0.821 0.805 0.800 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.891 0.573 0.697 a = climbing down 0.190 0.444 0.844 0.582 b = climbing up 0.000 0.995 0.964 0.979 c = jumping 0.002 0.986 0.972 0.979 d = lying 0.122 0.565 0.874 0.686 e = sitting 0.020 0.403 0.097 0.156 f = standing 0.016 0.914 0.999 0.955 g = running 0.024 0.617 0.205 0.308 h = walking ------------------------------------------------------- 0.057 0.690 0.675 0.637 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.046 0.516 0.738 0.608 a = climbing down 0.196 0.319 0.583 0.412 b = climbing up 0.000 0.992 0.933 0.962 c = jumping 0.000 1.000 0.893 0.943 d = lying 0.070 0.684 0.824 0.748 e = sitting 0.049 0.638 0.564 0.599 f = standing 0.037 0.840 0.998 0.912 g = running 0.001 0.793 0.018 0.035 h = walking ------------------------------------------------------- 0.053 0.718 0.654 0.613 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.858 0.822 0.839 a = climbing down 0.069 0.651 0.858 0.740 b = climbing up 0.000 1.000 0.723 0.839 c = jumping 0.014 0.924 0.986 0.954 d = lying 0.082 0.546 0.584 0.564 e = sitting 0.061 0.576 0.515 0.544 f = standing 0.007 0.965 0.984 0.975 g = running 0.013 0.901 0.668 0.767 h = walking ------------------------------------------------------- 0.036 0.783 0.774 0.773 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.631 0.754 0.687 a = climbing down 0.152 0.490 0.894 0.633 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.034 0.829 0.968 0.893 d = lying 0.115 0.405 0.449 0.426 e = sitting 0.085 0.360 0.260 0.302 f = standing 0.000 1.000 0.835 0.910 g = running 0.006 0.857 0.197 0.321 h = walking ------------------------------------------------------- 0.063 0.657 0.619 0.596 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.153 0.460 0.960 0.622 a = climbing down 0.033 0.764 0.807 0.785 b = climbing up 0.002 0.918 0.988 0.952 c = jumping 0.018 0.869 0.746 0.803 d = lying 0.030 0.839 0.973 0.901 e = sitting 0.039 0.779 0.749 0.764 f = standing 0.004 0.977 0.986 0.981 g = running 0.003 0.840 0.094 0.169 h = walking ------------------------------------------------------- 0.036 0.803 0.753 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.932 0.950 0.941 a = climbing down 0.032 0.803 0.849 0.825 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.010 0.942 0.965 0.953 d = lying 0.025 0.848 0.921 0.883 e = sitting 0.013 0.900 0.891 0.895 f = standing 0.004 0.978 0.897 0.936 g = running 0.021 0.884 0.836 0.859 h = walking ------------------------------------------------------- 0.016 0.903 0.901 0.901 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.036 0.746 0.654 0.697 a = climbing down 0.141 0.552 0.969 0.704 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.003 0.979 0.865 0.919 d = lying 0.088 0.537 0.894 0.671 e = sitting 0.043 0.718 0.777 0.746 f = standing 0.001 0.995 0.653 0.789 g = running 0.010 0.769 0.232 0.357 h = walking ------------------------------------------------------- 0.042 0.782 0.721 0.712 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.112 0.475 0.886 0.618 a = climbing down 0.037 0.747 0.845 0.793 b = climbing up 0.000 1.000 0.856 0.923 c = jumping 0.018 0.874 0.821 0.847 d = lying 0.075 0.630 0.871 0.731 e = sitting 0.063 0.647 0.789 0.711 f = standing 0.004 0.980 0.696 0.814 g = running 0.008 0.837 0.239 0.371 h = walking ------------------------------------------------------- 0.038 0.781 0.721 0.712 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.835 0.866 0.850 a = climbing down 0.060 0.618 0.726 0.667 b = climbing up 0.001 0.951 0.928 0.939 c = jumping 0.033 0.824 0.951 0.883 d = lying 0.020 0.839 0.685 0.754 e = sitting 0.057 0.716 0.731 0.723 f = standing 0.002 0.988 0.978 0.983 g = running 0.033 0.783 0.661 0.717 h = walking ------------------------------------------------------- 0.032 0.807 0.803 0.802 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.892 0.800 0.843 a = climbing down 0.037 0.779 0.846 0.811 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.027 0.815 0.882 0.847 d = lying 0.047 0.736 0.731 0.734 e = sitting 0.055 0.658 0.640 0.649 f = standing 0.006 0.972 0.942 0.957 g = running 0.024 0.855 0.890 0.872 h = walking ------------------------------------------------------- 0.029 0.822 0.820 0.820 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.749 0.955 0.839 a = climbing down 0.081 0.694 0.584 0.634 b = climbing up 0.000 1.000 0.477 0.646 c = jumping 0.037 0.720 0.684 0.702 d = lying 0.028 0.729 0.717 0.723 e = sitting 0.117 0.533 0.765 0.628 f = standing 0.029 0.850 0.978 0.909 g = running 0.016 0.852 0.540 0.661 h = walking ------------------------------------------------------- 0.053 0.733 0.715 0.711 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.023 0.832 0.895 0.862 a = climbing down 0.033 0.762 0.832 0.796 b = climbing up 0.012 0.650 0.994 0.786 c = jumping 0.010 0.943 0.986 0.964 d = lying 0.069 0.658 0.763 0.706 e = sitting 0.045 0.743 0.753 0.748 f = standing 0.001 0.994 0.744 0.851 g = running 0.010 0.933 0.814 0.869 h = walking ------------------------------------------------------- 0.026 0.840 0.824 0.826 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.856 0.880 0.867 a = climbing down 0.069 0.608 0.916 0.731 b = climbing up 0.000 0.984 0.947 0.965 c = jumping 0.015 0.882 0.679 0.767 d = lying 0.048 0.434 0.202 0.276 e = sitting 0.178 0.458 0.784 0.578 f = standing 0.013 0.934 0.978 0.956 g = running 0.004 0.964 0.569 0.715 h = walking ------------------------------------------------------- 0.050 0.737 0.705 0.695 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.805 0.753 0.778 a = climbing down 0.033 0.792 0.703 0.745 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.003 0.977 0.649 0.780 d = lying 0.035 0.722 0.618 0.666 e = sitting 0.106 0.555 0.805 0.657 f = standing 0.011 0.940 0.996 0.967 g = running 0.050 0.772 0.878 0.821 h = walking ------------------------------------------------------- 0.037 0.800 0.778 0.779 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.923 0.774 0.842 a = climbing down 0.100 0.590 0.939 0.725 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.986 0.991 0.989 d = lying 0.075 0.670 0.921 0.776 e = sitting 0.012 0.876 0.522 0.654 f = standing 0.004 0.980 1.000 0.990 g = running 0.009 0.915 0.554 0.690 h = walking ------------------------------------------------------- 0.029 0.854 0.818 0.814 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.624 0.759 a = climbing down 0.123 0.527 0.927 0.672 b = climbing up 0.000 0.979 0.989 0.984 c = jumping 0.000 0.997 0.929 0.962 d = lying 0.151 0.545 0.935 0.688 e = sitting 0.019 0.543 0.129 0.209 f = standing 0.005 0.969 0.997 0.983 g = running 0.017 0.847 0.509 0.636 h = walking ------------------------------------------------------- 0.047 0.765 0.728 0.702 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.248 0.151 0.615 0.242 a = climbing down 0.007 0.815 0.213 0.338 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.004 0.979 0.980 0.979 d = lying 0.093 0.650 0.920 0.762 e = sitting 0.014 0.862 0.478 0.615 f = standing 0.060 0.752 0.990 0.855 g = running 0.004 0.612 0.032 0.061 h = walking ------------------------------------------------------- 0.045 0.738 0.615 0.587 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.815 0.812 0.814 a = climbing down 0.040 0.705 0.660 0.682 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.006 0.965 0.956 0.960 d = lying 0.035 0.774 0.839 0.805 e = sitting 0.030 0.812 0.779 0.795 f = standing 0.003 0.985 0.991 0.988 g = running 0.036 0.810 0.839 0.824 h = walking ------------------------------------------------------- 0.024 0.848 0.848 0.848 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.057 0.631 0.759 0.689 a = climbing down 0.114 0.607 0.973 0.748 b = climbing up 0.001 0.934 0.959 0.946 c = jumping 0.020 0.902 0.980 0.939 d = lying 0.081 0.338 0.327 0.333 e = sitting 0.074 0.465 0.424 0.444 f = standing 0.002 0.984 0.789 0.876 g = running 0.008 0.903 0.417 0.571 h = walking ------------------------------------------------------- 0.048 0.719 0.689 0.681 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.290 0.312 0.986 0.474 a = climbing down 0.002 0.830 0.084 0.152 b = climbing up 0.001 0.975 0.939 0.957 c = jumping 0.084 0.676 0.965 0.795 d = lying 0.001 0.994 0.990 0.992 e = sitting 0.006 0.935 0.520 0.669 f = standing 0.002 0.987 0.997 0.992 g = running 0.004 0.156 0.004 0.008 h = walking ------------------------------------------------------- 0.049 0.709 0.659 0.603 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.872 0.928 0.899 a = climbing down 0.097 0.583 0.928 0.716 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.018 0.888 0.870 0.879 d = lying 0.030 0.836 0.986 0.905 e = sitting 0.020 0.874 0.872 0.873 f = standing 0.001 0.995 0.859 0.922 g = running 0.009 0.892 0.423 0.573 h = walking ------------------------------------------------------- 0.025 0.859 0.832 0.826 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.610 0.389 0.475 a = climbing down 0.092 0.603 0.801 0.688 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.013 0.908 0.828 0.866 d = lying 0.071 0.658 0.982 0.788 e = sitting 0.033 0.759 0.754 0.756 f = standing 0.001 0.993 0.628 0.769 g = running 0.069 0.608 0.725 0.662 h = walking ------------------------------------------------------- 0.042 0.754 0.725 0.722 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.214 0.361 0.978 0.527 a = climbing down 0.008 0.921 0.645 0.759 b = climbing up 0.001 0.933 0.735 0.822 c = jumping 0.030 0.800 0.760 0.779 d = lying 0.072 0.640 0.992 0.778 e = sitting 0.032 0.725 0.601 0.657 f = standing 0.006 0.975 0.826 0.894 g = running 0.002 0.364 0.006 0.012 h = walking ------------------------------------------------------- 0.042 0.715 0.678 0.645 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.034 0.777 0.819 0.797 a = climbing down 0.097 0.493 0.661 0.565 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.113 0.584 0.843 0.690 d = lying 0.014 0.908 0.957 0.932 e = sitting 0.030 0.617 0.291 0.395 f = standing 0.001 0.993 0.988 0.990 g = running 0.043 0.661 0.451 0.536 h = walking ------------------------------------------------------- 0.042 0.629 0.626 0.613 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.183 0.402 0.910 0.558 a = climbing down 0.058 0.578 0.514 0.544 b = climbing up 0.001 0.946 0.975 0.960 c = jumping 0.029 0.759 0.514 0.613 d = lying 0.051 0.700 0.817 0.754 e = sitting 0.101 0.457 0.511 0.483 f = standing 0.005 0.975 0.958 0.967 g = running 0.000 0.994 0.135 0.238 h = walking ------------------------------------------------------- 0.056 0.715 0.628 0.609 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.187 0.352 0.956 0.514 a = climbing down 0.055 0.721 0.465 0.565 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.046 0.512 0.328 0.400 d = lying 0.036 0.736 0.972 0.838 e = sitting 0.133 0.484 0.743 0.586 f = standing 0.027 0.794 0.635 0.706 g = running 0.028 0.545 0.194 0.286 h = walking ------------------------------------------------------- 0.067 0.616 0.556 0.535 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.914 0.719 0.805 a = climbing down 0.039 0.744 0.824 0.782 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.024 0.882 0.978 0.928 d = lying 0.044 0.767 0.962 0.853 e = sitting 0.011 0.903 0.782 0.838 f = standing 0.000 0.998 0.795 0.885 g = running 0.032 0.839 0.929 0.882 h = walking ------------------------------------------------------- 0.021 0.874 0.862 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.784 0.859 0.820 a = climbing down 0.008 0.872 0.438 0.583 b = climbing up 0.000 0.993 0.968 0.981 c = jumping 0.008 0.937 0.694 0.797 d = lying 0.014 0.915 0.787 0.846 e = sitting 0.086 0.628 0.916 0.745 f = standing 0.008 0.961 0.997 0.978 g = running 0.056 0.757 0.936 0.837 h = walking ------------------------------------------------------- 0.029 0.844 0.821 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.718 0.794 a = climbing down 0.087 0.651 0.931 0.767 b = climbing up 0.000 0.986 0.840 0.907 c = jumping 0.010 0.748 0.187 0.299 d = lying 0.037 0.805 0.949 0.871 e = sitting 0.116 0.460 0.763 0.574 f = standing 0.006 0.969 0.961 0.965 g = running 0.022 0.858 0.686 0.762 h = walking ------------------------------------------------------- 0.039 0.783 0.748 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.761 0.557 0.643 a = climbing down 0.158 0.483 0.958 0.642 b = climbing up 0.000 1.000 0.835 0.910 c = jumping 0.007 0.954 0.857 0.903 d = lying 0.053 0.705 0.850 0.771 e = sitting 0.044 0.711 0.649 0.678 f = standing 0.005 0.973 0.998 0.985 g = running 0.004 0.941 0.329 0.487 h = walking ------------------------------------------------------- 0.039 0.803 0.745 0.738 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.810 0.720 0.762 a = climbing down 0.085 0.600 0.877 0.712 b = climbing up 0.000 0.970 0.527 0.683 c = jumping 0.000 0.997 0.763 0.865 d = lying 0.086 0.671 0.880 0.761 e = sitting 0.052 0.623 0.509 0.560 f = standing 0.014 0.924 0.996 0.958 g = running 0.022 0.836 0.620 0.712 h = walking ------------------------------------------------------- 0.039 0.786 0.763 0.761 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.048 0.485 0.634 0.550 a = climbing down 0.171 0.256 0.404 0.314 b = climbing up 0.002 0.935 0.935 0.935 c = jumping 0.015 0.915 0.863 0.888 d = lying 0.040 0.805 0.994 0.889 e = sitting 0.015 0.899 0.744 0.814 f = standing 0.053 0.779 0.998 0.875 g = running 0.019 0.580 0.122 0.202 h = walking ------------------------------------------------------- 0.047 0.706 0.685 0.662 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.005 0.878 0.240 0.377 a = climbing down 0.273 0.362 0.994 0.531 b = climbing up 0.000 1.000 0.252 0.402 c = jumping 0.001 0.993 0.778 0.872 d = lying 0.014 0.677 0.208 0.318 e = sitting 0.153 0.497 0.958 0.654 f = standing 0.020 0.897 0.944 0.920 g = running 0.010 0.015 0.001 0.002 h = walking ------------------------------------------------------- 0.065 0.621 0.589 0.530 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.548 0.912 0.685 a = climbing down 0.080 0.656 0.875 0.750 b = climbing up 0.001 0.931 0.891 0.910 c = jumping 0.022 0.880 0.883 0.882 d = lying 0.084 0.444 0.412 0.427 e = sitting 0.095 0.374 0.385 0.380 f = standing 0.010 0.937 0.835 0.883 g = running 0.004 0.940 0.316 0.473 h = walking ------------------------------------------------------- 0.051 0.703 0.663 0.652 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.043 0.747 0.945 0.835 a = climbing down 0.064 0.638 0.821 0.718 b = climbing up 0.003 0.878 0.938 0.907 c = jumping 0.009 0.954 0.991 0.972 d = lying 0.001 0.994 0.979 0.987 e = sitting 0.004 0.974 0.939 0.956 f = standing 0.001 0.996 0.982 0.989 g = running 0.013 0.879 0.507 0.643 h = walking ------------------------------------------------------- 0.017 0.893 0.880 0.876 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.911 0.888 0.900 a = climbing down 0.086 0.601 0.880 0.714 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.027 0.859 0.990 0.920 d = lying 0.038 0.799 0.955 0.870 e = sitting 0.013 0.905 0.741 0.815 f = standing 0.000 0.999 0.865 0.927 g = running 0.015 0.872 0.556 0.679 h = walking ------------------------------------------------------- 0.025 0.859 0.837 0.836 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.842 0.715 0.774 a = climbing down 0.125 0.569 0.934 0.707 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.006 0.957 0.784 0.862 d = lying 0.051 0.735 0.963 0.834 e = sitting 0.035 0.722 0.718 0.720 f = standing 0.000 0.998 0.885 0.938 g = running 0.010 0.846 0.395 0.538 h = walking ------------------------------------------------------- 0.034 0.824 0.786 0.783 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.150 0.423 0.926 0.581 a = climbing down 0.015 0.872 0.731 0.796 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.042 0.748 0.813 0.779 d = lying 0.046 0.720 0.908 0.803 e = sitting 0.042 0.680 0.616 0.646 f = standing 0.001 0.995 0.854 0.919 g = running 0.037 0.327 0.101 0.155 h = walking ------------------------------------------------------- 0.040 0.715 0.707 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.843 0.889 0.865 a = climbing down 0.054 0.669 0.797 0.727 b = climbing up 0.000 0.992 0.955 0.973 c = jumping 0.034 0.831 0.942 0.883 d = lying 0.021 0.880 0.958 0.917 e = sitting 0.014 0.898 0.693 0.782 f = standing 0.001 0.994 0.999 0.996 g = running 0.024 0.835 0.678 0.748 h = walking ------------------------------------------------------- 0.023 0.859 0.854 0.852 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.017 0.867 0.826 0.846 a = climbing down 0.139 0.494 0.873 0.631 b = climbing up 0.001 0.960 0.836 0.894 c = jumping 0.008 0.949 0.869 0.907 d = lying 0.050 0.705 0.818 0.757 e = sitting 0.042 0.706 0.643 0.673 f = standing 0.004 0.978 0.920 0.948 g = running 0.017 0.757 0.327 0.457 h = walking ------------------------------------------------------- 0.037 0.792 0.758 0.754 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.825 0.857 0.841 a = climbing down 0.070 0.687 0.507 0.584 b = climbing up 0.000 1.000 0.313 0.477 c = jumping 0.038 0.669 0.519 0.585 d = lying 0.028 0.785 0.982 0.872 e = sitting 0.122 0.519 0.784 0.624 f = standing 0.039 0.799 0.965 0.874 g = running 0.021 0.858 0.712 0.778 h = walking ------------------------------------------------------- 0.051 0.731 0.716 0.708 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.980 0.755 0.853 a = climbing down 0.023 0.832 0.810 0.821 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.010 0.944 0.998 0.971 d = lying 0.051 0.768 0.926 0.840 e = sitting 0.017 0.855 0.794 0.823 f = standing 0.001 0.996 0.822 0.901 g = running 0.039 0.816 0.975 0.888 h = walking ------------------------------------------------------- 0.020 0.889 0.878 0.877 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.848 0.860 0.854 a = climbing down 0.019 0.791 0.698 0.741 b = climbing up 0.000 0.988 0.464 0.632 c = jumping 0.007 0.949 0.700 0.806 d = lying 0.032 0.693 0.377 0.488 e = sitting 0.164 0.452 0.834 0.586 f = standing 0.015 0.925 0.968 0.946 g = running 0.027 0.868 0.924 0.895 h = walking ------------------------------------------------------- 0.039 0.797 0.758 0.756 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.037 0.715 0.715 0.715 a = climbing down 0.049 0.723 0.821 0.769 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.004 0.975 0.903 0.938 d = lying 0.039 0.812 0.940 0.871 e = sitting 0.019 0.834 0.724 0.775 f = standing 0.005 0.970 0.841 0.901 g = running 0.038 0.811 0.849 0.830 h = walking ------------------------------------------------------- 0.027 0.843 0.835 0.836 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.872 0.801 0.835 a = climbing down 0.039 0.774 0.865 0.817 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.000 0.997 0.986 0.992 d = lying 0.046 0.779 0.904 0.837 e = sitting 0.018 0.856 0.710 0.776 f = standing 0.001 0.996 1.000 0.998 g = running 0.015 0.917 0.872 0.894 h = walking ------------------------------------------------------- 0.019 0.890 0.886 0.885 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.578 0.720 a = climbing down 0.189 0.455 0.963 0.618 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.993 0.978 0.985 d = lying 0.102 0.638 0.974 0.771 e = sitting 0.005 0.891 0.275 0.420 f = standing 0.004 0.977 0.999 0.988 g = running 0.013 0.756 0.206 0.324 h = walking ------------------------------------------------------- 0.046 0.805 0.729 0.699 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.060 0.448 0.719 0.552 a = climbing down 0.205 0.291 0.556 0.382 b = climbing up 0.000 1.000 0.141 0.247 c = jumping 0.002 0.986 0.662 0.792 d = lying 0.029 0.794 0.601 0.684 e = sitting 0.113 0.566 0.947 0.708 f = standing 0.005 0.976 0.997 0.986 g = running 0.022 0.365 0.060 0.103 h = walking ------------------------------------------------------- 0.055 0.665 0.621 0.597 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.868 0.806 0.836 a = climbing down 0.104 0.563 0.888 0.689 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.010 0.944 0.971 0.957 d = lying 0.027 0.823 0.754 0.787 e = sitting 0.036 0.785 0.844 0.813 f = standing 0.002 0.989 0.976 0.982 g = running 0.009 0.914 0.517 0.660 h = walking ------------------------------------------------------- 0.027 0.850 0.824 0.823 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.140 0.429 0.864 0.573 a = climbing down 0.046 0.763 0.873 0.814 b = climbing up 0.005 0.801 0.986 0.884 c = jumping 0.016 0.916 0.988 0.951 d = lying 0.054 0.523 0.325 0.401 e = sitting 0.107 0.432 0.567 0.490 f = standing 0.013 0.837 0.379 0.521 g = running 0.006 0.948 0.650 0.771 h = walking ------------------------------------------------------- 0.049 0.710 0.662 0.656 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.118 0.519 0.953 0.672 a = climbing down 0.005 0.936 0.533 0.679 b = climbing up 0.004 0.839 0.945 0.889 c = jumping 0.051 0.779 0.990 0.872 d = lying 0.001 0.992 0.985 0.989 e = sitting 0.002 0.982 0.703 0.820 f = standing 0.003 0.982 0.975 0.978 g = running 0.028 0.767 0.522 0.621 h = walking ------------------------------------------------------- 0.028 0.857 0.815 0.813 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.945 0.962 0.954 a = climbing down 0.033 0.796 0.867 0.830 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.005 0.970 0.958 0.964 d = lying 0.045 0.759 0.958 0.847 e = sitting 0.011 0.926 0.888 0.906 f = standing 0.000 1.000 0.833 0.909 g = running 0.016 0.907 0.842 0.873 h = walking ------------------------------------------------------- 0.016 0.907 0.898 0.900 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.039 0.720 0.659 0.688 a = climbing down 0.063 0.720 0.938 0.815 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.027 0.829 0.819 0.824 d = lying 0.076 0.649 0.978 0.780 e = sitting 0.027 0.767 0.650 0.704 f = standing 0.001 0.994 0.727 0.840 g = running 0.007 0.939 0.753 0.836 h = walking ------------------------------------------------------- 0.032 0.817 0.791 0.792 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.128 0.466 0.908 0.616 a = climbing down 0.020 0.864 0.900 0.882 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.012 0.915 0.835 0.873 d = lying 0.047 0.713 0.912 0.800 e = sitting 0.035 0.763 0.801 0.781 f = standing 0.003 0.990 0.869 0.925 g = running 0.012 0.765 0.223 0.345 h = walking ------------------------------------------------------- 0.030 0.813 0.773 0.760 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.014 0.893 0.862 0.877 a = climbing down 0.078 0.584 0.787 0.670 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.069 0.686 0.864 0.765 d = lying 0.024 0.856 0.899 0.877 e = sitting 0.033 0.718 0.493 0.584 f = standing 0.002 0.988 0.992 0.990 g = running 0.023 0.820 0.614 0.702 h = walking ------------------------------------------------------- 0.033 0.800 0.790 0.786 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.097 0.542 0.842 0.659 a = climbing down 0.021 0.813 0.579 0.676 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.015 0.900 0.831 0.864 d = lying 0.017 0.864 0.729 0.791 e = sitting 0.066 0.675 0.823 0.741 f = standing 0.003 0.985 0.980 0.983 g = running 0.016 0.883 0.721 0.794 h = walking ------------------------------------------------------- 0.031 0.823 0.796 0.800 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.067 0.604 0.963 0.742 a = climbing down 0.074 0.691 0.539 0.605 b = climbing up 0.000 1.000 0.178 0.302 c = jumping 0.066 0.556 0.602 0.578 d = lying 0.034 0.739 0.940 0.827 e = sitting 0.081 0.556 0.603 0.578 f = standing 0.036 0.796 0.858 0.826 g = running 0.037 0.695 0.475 0.564 h = walking ------------------------------------------------------- 0.057 0.673 0.662 0.651 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.037 0.762 0.930 0.838 a = climbing down 0.027 0.765 0.663 0.710 b = climbing up 0.000 0.994 0.936 0.964 c = jumping 0.029 0.857 0.981 0.915 d = lying 0.043 0.800 0.941 0.865 e = sitting 0.014 0.871 0.743 0.802 f = standing 0.002 0.989 0.812 0.892 g = running 0.026 0.841 0.798 0.819 h = walking ------------------------------------------------------- 0.024 0.853 0.846 0.844 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.123 0.485 0.960 0.644 a = climbing down 0.006 0.714 0.125 0.213 b = climbing up 0.000 0.992 0.669 0.799 c = jumping 0.004 0.947 0.411 0.573 d = lying 0.021 0.819 0.515 0.633 e = sitting 0.182 0.445 0.929 0.602 f = standing 0.013 0.936 0.981 0.958 g = running 0.015 0.907 0.788 0.843 h = walking ------------------------------------------------------- 0.047 0.777 0.683 0.665 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.033 0.736 0.661 0.697 a = climbing down 0.056 0.727 0.853 0.785 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.003 0.959 0.411 0.575 d = lying 0.031 0.824 0.923 0.870 e = sitting 0.094 0.522 0.797 0.631 f = standing 0.006 0.964 0.916 0.939 g = running 0.029 0.853 0.847 0.850 h = walking ------------------------------------------------------- 0.033 0.813 0.782 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.815 0.866 a = climbing down 0.041 0.769 0.914 0.836 b = climbing up 0.000 0.993 0.795 0.883 c = jumping 0.005 0.969 0.934 0.951 d = lying 0.045 0.755 0.825 0.788 e = sitting 0.039 0.742 0.689 0.715 f = standing 0.011 0.939 0.998 0.967 g = running 0.019 0.883 0.802 0.840 h = walking ------------------------------------------------------- 0.024 0.858 0.854 0.854 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.960 0.620 0.753 a = climbing down 0.131 0.514 0.939 0.664 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.000 0.997 0.944 0.970 d = lying 0.110 0.632 0.976 0.767 e = sitting 0.011 0.838 0.336 0.480 f = standing 0.005 0.972 0.998 0.985 g = running 0.014 0.860 0.462 0.601 h = walking ------------------------------------------------------- 0.039 0.825 0.766 0.753 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.174 0.173 0.529 0.261 a = climbing down 0.108 0.196 0.181 0.188 b = climbing up 0.000 0.994 0.952 0.972 c = jumping 0.004 0.979 0.970 0.975 d = lying 0.011 0.940 0.970 0.955 e = sitting 0.007 0.960 0.927 0.944 f = standing 0.046 0.806 1.000 0.893 g = running 0.003 0.786 0.051 0.095 h = walking ------------------------------------------------------- 0.036 0.759 0.684 0.659 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.806 0.791 0.799 a = climbing down 0.082 0.580 0.774 0.663 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.014 0.924 0.933 0.928 d = lying 0.037 0.722 0.677 0.699 e = sitting 0.053 0.704 0.785 0.742 f = standing 0.002 0.988 0.928 0.957 g = running 0.018 0.867 0.648 0.741 h = walking ------------------------------------------------------- 0.031 0.813 0.798 0.801 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.784 0.736 0.759 a = climbing down 0.059 0.727 0.915 0.810 b = climbing up 0.000 1.000 0.810 0.895 c = jumping 0.010 0.927 0.733 0.819 d = lying 0.090 0.312 0.340 0.325 e = sitting 0.124 0.464 0.509 0.486 f = standing 0.011 0.933 0.882 0.907 g = running 0.015 0.903 0.812 0.855 h = walking ------------------------------------------------------- 0.048 0.735 0.714 0.720 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.090 0.590 0.953 0.729 a = climbing down 0.004 0.911 0.286 0.435 b = climbing up 0.001 0.941 0.988 0.964 c = jumping 0.006 0.966 0.990 0.978 d = lying 0.012 0.929 0.982 0.955 e = sitting 0.002 0.983 0.884 0.931 f = standing 0.003 0.982 0.992 0.986 g = running 0.042 0.782 0.828 0.804 h = walking ------------------------------------------------------- 0.021 0.885 0.860 0.847 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.080 0.576 0.909 0.705 a = climbing down 0.082 0.610 0.857 0.713 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.038 0.806 0.981 0.885 d = lying 0.025 0.854 0.926 0.888 e = sitting 0.004 0.967 0.749 0.844 f = standing 0.008 0.961 0.882 0.920 g = running 0.012 0.777 0.225 0.349 h = walking ------------------------------------------------------- 0.032 0.811 0.783 0.763 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.824 0.751 0.786 a = climbing down 0.068 0.714 0.951 0.816 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.006 0.958 0.855 0.903 d = lying 0.055 0.715 0.971 0.823 e = sitting 0.032 0.763 0.805 0.784 f = standing 0.001 0.993 0.778 0.872 g = running 0.012 0.891 0.675 0.768 h = walking ------------------------------------------------------- 0.026 0.851 0.828 0.829 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.113 0.457 0.823 0.588 a = climbing down 0.019 0.782 0.495 0.606 b = climbing up 0.000 1.000 0.575 0.730 c = jumping 0.065 0.616 0.706 0.658 d = lying 0.093 0.579 0.919 0.711 e = sitting 0.056 0.597 0.534 0.564 f = standing 0.010 0.946 0.593 0.729 g = running 0.082 0.427 0.359 0.390 h = walking ------------------------------------------------------- 0.056 0.666 0.617 0.617 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.719 0.874 0.789 a = climbing down 0.055 0.610 0.595 0.602 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.009 0.955 0.938 0.946 d = lying 0.015 0.902 0.964 0.932 e = sitting 0.013 0.921 0.885 0.902 f = standing 0.001 0.995 1.000 0.998 g = running 0.043 0.732 0.627 0.676 h = walking ------------------------------------------------------- 0.023 0.729 0.735 0.731 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.024 0.837 0.901 0.868 a = climbing down 0.092 0.591 0.857 0.700 b = climbing up 0.003 0.862 0.969 0.912 c = jumping 0.011 0.937 0.858 0.896 d = lying 0.023 0.818 0.716 0.764 e = sitting 0.054 0.702 0.806 0.750 f = standing 0.017 0.920 0.953 0.936 g = running 0.006 0.931 0.478 0.632 h = walking ------------------------------------------------------- 0.031 0.827 0.802 0.799 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.821 0.685 0.747 a = climbing down 0.027 0.859 0.551 0.672 b = climbing up 0.000 1.000 0.326 0.492 c = jumping 0.014 0.821 0.410 0.547 d = lying 0.021 0.814 0.922 0.865 e = sitting 0.149 0.502 0.875 0.638 f = standing 0.043 0.781 0.961 0.862 g = running 0.050 0.750 0.892 0.815 h = walking ------------------------------------------------------- 0.046 0.770 0.727 0.718 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.769 0.859 a = climbing down 0.020 0.845 0.832 0.838 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.004 0.977 0.993 0.985 d = lying 0.077 0.628 0.913 0.744 e = sitting 0.021 0.873 0.761 0.813 f = standing 0.001 0.997 0.792 0.883 g = running 0.036 0.819 0.959 0.884 h = walking ------------------------------------------------------- 0.021 0.882 0.860 0.863 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.906 0.906 0.906 a = climbing down 0.007 0.912 0.769 0.834 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.002 0.987 0.811 0.890 d = lying 0.027 0.832 0.702 0.761 e = sitting 0.081 0.658 0.909 0.763 f = standing 0.004 0.981 0.998 0.989 g = running 0.019 0.903 0.961 0.931 h = walking ------------------------------------------------------- 0.022 0.885 0.871 0.872 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.910 0.659 0.765 a = climbing down 0.040 0.733 0.724 0.729 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.006 0.966 0.958 0.962 d = lying 0.036 0.788 0.850 0.818 e = sitting 0.026 0.833 0.770 0.800 f = standing 0.007 0.964 0.997 0.980 g = running 0.063 0.725 0.877 0.794 h = walking ------------------------------------------------------- 0.027 0.848 0.842 0.841 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.042 0.684 0.785 0.731 a = climbing down 0.097 0.585 0.833 0.687 b = climbing up 0.000 0.980 0.789 0.874 c = jumping 0.000 0.997 0.994 0.996 d = lying 0.073 0.625 0.789 0.697 e = sitting 0.034 0.714 0.534 0.611 f = standing 0.004 0.978 0.998 0.988 g = running 0.005 0.948 0.495 0.650 h = walking ------------------------------------------------------- 0.034 0.807 0.778 0.775 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.484 0.648 a = climbing down 0.232 0.396 0.990 0.566 b = climbing up 0.000 1.000 0.728 0.843 c = jumping 0.003 0.984 0.962 0.973 d = lying 0.101 0.633 0.927 0.752 e = sitting 0.012 0.731 0.233 0.353 f = standing 0.020 0.897 1.000 0.946 g = running 0.004 0.752 0.064 0.118 h = walking ------------------------------------------------------- 0.053 0.768 0.679 0.631 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.106 0.378 0.936 0.539 a = climbing down 0.007 0.746 0.132 0.225 b = climbing up 0.001 0.957 1.000 0.978 c = jumping 0.003 0.971 0.438 0.603 d = lying 0.089 0.658 0.991 0.791 e = sitting 0.106 0.401 0.445 0.422 f = standing 0.010 0.948 0.998 0.973 g = running 0.031 0.857 0.879 0.868 h = walking ------------------------------------------------------- 0.043 0.755 0.691 0.666 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.880 0.480 0.621 a = climbing down 0.223 0.394 0.954 0.558 b = climbing up 0.000 1.000 0.767 0.868 c = jumping 0.035 0.818 0.923 0.868 d = lying 0.022 0.709 0.358 0.476 e = sitting 0.098 0.556 0.708 0.623 f = standing 0.006 0.966 0.881 0.922 g = running 0.010 0.805 0.217 0.341 h = walking ------------------------------------------------------- 0.055 0.741 0.653 0.639 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.039 0.697 0.732 0.714 a = climbing down 0.057 0.746 0.970 0.843 b = climbing up 0.000 0.993 0.939 0.965 c = jumping 0.009 0.944 0.870 0.906 d = lying 0.064 0.341 0.273 0.303 e = sitting 0.110 0.519 0.607 0.559 f = standing 0.005 0.966 0.773 0.859 g = running 0.008 0.951 0.867 0.907 h = walking ------------------------------------------------------- 0.041 0.759 0.749 0.749 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.049 0.718 0.938 0.813 a = climbing down 0.025 0.675 0.393 0.497 b = climbing up 0.000 0.994 0.959 0.976 c = jumping 0.044 0.797 0.950 0.867 d = lying 0.008 0.950 0.982 0.966 e = sitting 0.007 0.946 0.718 0.816 f = standing 0.004 0.980 0.999 0.990 g = running 0.048 0.748 0.812 0.778 h = walking ------------------------------------------------------- 0.025 0.842 0.840 0.831 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.901 0.936 0.918 a = climbing down 0.043 0.747 0.851 0.796 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.035 0.801 0.858 0.828 d = lying 0.032 0.813 0.953 0.877 e = sitting 0.022 0.845 0.765 0.803 f = standing 0.007 0.964 0.850 0.904 g = running 0.014 0.912 0.787 0.845 h = walking ------------------------------------------------------- 0.023 0.862 0.856 0.856 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.054 0.705 0.841 0.767 a = climbing down 0.025 0.847 0.809 0.828 b = climbing up 0.000 0.993 0.953 0.973 c = jumping 0.017 0.881 0.762 0.817 d = lying 0.106 0.549 0.939 0.693 e = sitting 0.049 0.667 0.721 0.693 f = standing 0.001 0.993 0.574 0.727 g = running 0.016 0.880 0.792 0.833 h = walking ------------------------------------------------------- 0.034 0.810 0.766 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.056 0.616 0.744 0.674 a = climbing down 0.031 0.779 0.795 0.787 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.017 0.873 0.775 0.822 d = lying 0.092 0.593 0.976 0.738 e = sitting 0.028 0.806 0.778 0.792 f = standing 0.002 0.988 0.712 0.828 g = running 0.036 0.765 0.663 0.710 h = walking ------------------------------------------------------- 0.033 0.803 0.771 0.775 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.004 0.943 0.480 0.636 a = climbing down 0.126 0.493 0.860 0.626 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.027 0.857 0.850 0.853 d = lying 0.015 0.853 0.630 0.725 e = sitting 0.080 0.615 0.761 0.680 f = standing 0.000 0.998 0.972 0.985 g = running 0.028 0.813 0.671 0.735 h = walking ------------------------------------------------------- 0.035 0.697 0.653 0.655 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.899 0.810 0.852 a = climbing down 0.093 0.608 0.924 0.734 b = climbing up 0.000 0.994 0.969 0.981 c = jumping 0.027 0.824 0.787 0.805 d = lying 0.019 0.811 0.549 0.655 e = sitting 0.093 0.581 0.765 0.660 f = standing 0.011 0.949 0.964 0.956 g = running 0.002 0.984 0.582 0.732 h = walking ------------------------------------------------------- 0.036 0.814 0.779 0.779 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.192 0.328 0.839 0.472 a = climbing down 0.085 0.541 0.330 0.410 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.031 0.661 0.451 0.536 d = lying 0.067 0.572 0.869 0.690 e = sitting 0.107 0.534 0.702 0.607 f = standing 0.022 0.484 0.126 0.200 g = running 0.079 0.536 0.536 0.536 h = walking ------------------------------------------------------- 0.073 0.457 0.482 0.431 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.800 0.830 0.814 a = climbing down 0.028 0.786 0.802 0.794 b = climbing up 0.011 0.658 1.000 0.794 c = jumping 0.017 0.909 0.981 0.944 d = lying 0.061 0.685 0.928 0.788 e = sitting 0.014 0.904 0.761 0.826 f = standing 0.000 0.998 0.754 0.859 g = running 0.027 0.832 0.798 0.815 h = walking ------------------------------------------------------- 0.023 0.853 0.836 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.901 0.862 0.881 a = climbing down 0.030 0.772 0.841 0.805 b = climbing up 0.000 1.000 0.866 0.928 c = jumping 0.011 0.927 0.771 0.842 d = lying 0.012 0.894 0.545 0.677 e = sitting 0.116 0.567 0.913 0.699 f = standing 0.013 0.933 0.998 0.964 g = running 0.017 0.897 0.823 0.858 h = walking ------------------------------------------------------- 0.029 0.849 0.818 0.820 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.856 0.675 0.755 a = climbing down 0.069 0.698 0.914 0.792 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.001 0.993 0.466 0.634 d = lying 0.015 0.871 0.688 0.769 e = sitting 0.131 0.523 0.907 0.663 f = standing 0.007 0.960 0.995 0.977 g = running 0.018 0.890 0.775 0.829 h = walking ------------------------------------------------------- 0.036 0.832 0.780 0.780 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.847 0.738 0.789 a = climbing down 0.076 0.654 0.930 0.768 b = climbing up 0.000 1.000 0.920 0.959 c = jumping 0.005 0.971 0.958 0.964 d = lying 0.046 0.715 0.798 0.754 e = sitting 0.038 0.780 0.720 0.749 f = standing 0.021 0.896 0.998 0.944 g = running 0.004 0.965 0.595 0.736 h = walking ------------------------------------------------------- 0.028 0.841 0.822 0.820 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.678 0.773 0.723 a = climbing down 0.107 0.539 0.867 0.665 b = climbing up 0.036 0.389 0.989 0.558 c = jumping 0.000 1.000 0.827 0.905 d = lying 0.094 0.647 0.885 0.747 e = sitting 0.048 0.644 0.493 0.559 f = standing 0.005 0.961 0.760 0.848 g = running 0.013 0.814 0.311 0.450 h = walking ------------------------------------------------------- 0.043 0.754 0.703 0.696 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.296 0.192 0.922 0.317 a = climbing down 0.001 0.900 0.057 0.107 b = climbing up 0.001 0.963 0.945 0.954 c = jumping 0.000 0.999 0.931 0.964 d = lying 0.070 0.691 0.962 0.804 e = sitting 0.015 0.892 0.654 0.755 f = standing 0.009 0.950 0.989 0.969 g = running 0.010 0.187 0.011 0.020 h = walking ------------------------------------------------------- 0.036 0.723 0.634 0.596 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.862 0.740 0.797 a = climbing down 0.084 0.576 0.788 0.666 b = climbing up 0.003 0.883 0.982 0.930 c = jumping 0.026 0.862 0.933 0.896 d = lying 0.013 0.764 0.310 0.441 e = sitting 0.104 0.586 0.833 0.688 f = standing 0.002 0.989 0.950 0.969 g = running 0.029 0.808 0.665 0.729 h = walking ------------------------------------------------------- 0.038 0.784 0.762 0.754 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.847 0.794 0.820 a = climbing down 0.076 0.672 0.931 0.781 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.012 0.908 0.679 0.777 d = lying 0.069 0.465 0.383 0.420 e = sitting 0.144 0.438 0.597 0.505 f = standing 0.003 0.980 0.912 0.945 g = running 0.013 0.903 0.689 0.781 h = walking ------------------------------------------------------- 0.049 0.745 0.715 0.720 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.049 0.729 0.971 0.832 a = climbing down 0.013 0.854 0.578 0.690 b = climbing up 0.021 0.503 0.994 0.668 c = jumping 0.001 0.994 0.991 0.993 d = lying 0.005 0.966 0.964 0.965 e = sitting 0.005 0.967 0.956 0.962 f = standing 0.003 0.983 0.866 0.921 g = running 0.030 0.833 0.825 0.829 h = walking ------------------------------------------------------- 0.015 0.902 0.887 0.887 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.962 0.970 0.966 a = climbing down 0.018 0.869 0.812 0.839 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.883 0.991 0.934 d = lying 0.026 0.846 0.945 0.893 e = sitting 0.007 0.949 0.839 0.891 f = standing 0.002 0.990 0.892 0.938 g = running 0.027 0.860 0.909 0.884 h = walking ------------------------------------------------------- 0.015 0.912 0.908 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.826 0.766 0.795 a = climbing down 0.068 0.708 0.944 0.809 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.008 0.946 0.880 0.912 d = lying 0.072 0.655 0.944 0.773 e = sitting 0.021 0.799 0.663 0.724 f = standing 0.001 0.998 0.835 0.909 g = running 0.008 0.921 0.673 0.778 h = walking ------------------------------------------------------- 0.027 0.850 0.825 0.827 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.014 0.853 0.727 0.785 a = climbing down 0.033 0.779 0.840 0.808 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.060 0.665 0.815 0.732 d = lying 0.062 0.646 0.807 0.718 e = sitting 0.067 0.513 0.463 0.486 f = standing 0.001 0.996 0.780 0.875 g = running 0.032 0.821 0.873 0.846 h = walking ------------------------------------------------------- 0.035 0.780 0.764 0.766 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.024 0.823 0.892 0.856 a = climbing down 0.074 0.575 0.742 0.648 b = climbing up 0.000 0.985 0.955 0.970 c = jumping 0.018 0.905 0.960 0.931 d = lying 0.018 0.868 0.773 0.818 e = sitting 0.042 0.769 0.795 0.782 f = standing 0.001 0.992 0.998 0.995 g = running 0.024 0.818 0.590 0.686 h = walking ------------------------------------------------------- 0.027 0.833 0.825 0.824 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.817 0.851 0.834 a = climbing down 0.035 0.784 0.827 0.805 b = climbing up 0.001 0.963 0.912 0.937 c = jumping 0.005 0.963 0.837 0.896 d = lying 0.039 0.771 0.750 0.760 e = sitting 0.064 0.650 0.772 0.706 f = standing 0.004 0.980 0.958 0.969 g = running 0.021 0.862 0.798 0.829 h = walking ------------------------------------------------------- 0.026 0.840 0.832 0.834 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.042 0.707 0.907 0.795 a = climbing down 0.070 0.682 0.496 0.574 b = climbing up 0.000 1.000 0.149 0.260 c = jumping 0.037 0.647 0.502 0.565 d = lying 0.025 0.771 0.838 0.803 e = sitting 0.116 0.527 0.739 0.615 f = standing 0.042 0.790 0.972 0.872 g = running 0.040 0.735 0.629 0.678 h = walking ------------------------------------------------------- 0.056 0.695 0.685 0.673 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.895 0.914 a = climbing down 0.026 0.813 0.867 0.839 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.005 0.972 0.997 0.984 d = lying 0.073 0.681 0.886 0.770 e = sitting 0.022 0.857 0.738 0.793 f = standing 0.000 0.998 0.836 0.910 g = running 0.019 0.886 0.870 0.878 h = walking ------------------------------------------------------- 0.021 0.882 0.869 0.871 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.794 0.957 0.868 a = climbing down 0.049 0.630 0.862 0.728 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.002 0.989 0.789 0.878 d = lying 0.041 0.644 0.402 0.495 e = sitting 0.142 0.532 0.827 0.647 f = standing 0.004 0.981 0.986 0.983 g = running 0.003 0.971 0.635 0.768 h = walking ------------------------------------------------------- 0.038 0.806 0.770 0.769 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.846 0.590 0.695 a = climbing down 0.074 0.627 0.837 0.717 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.005 0.972 0.890 0.930 d = lying 0.067 0.634 0.759 0.691 e = sitting 0.053 0.660 0.593 0.625 f = standing 0.009 0.951 1.000 0.975 g = running 0.036 0.789 0.733 0.760 h = walking ------------------------------------------------------- 0.035 0.792 0.779 0.779 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.835 0.878 a = climbing down 0.041 0.781 0.913 0.842 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.000 0.997 0.996 0.997 d = lying 0.088 0.646 0.934 0.764 e = sitting 0.012 0.850 0.428 0.570 f = standing 0.002 0.987 0.998 0.993 g = running 0.011 0.939 0.857 0.896 h = walking ------------------------------------------------------- 0.023 0.878 0.861 0.855 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.863 0.402 0.549 a = climbing down 0.207 0.399 0.879 0.549 b = climbing up 0.000 1.000 0.766 0.867 c = jumping 0.002 0.988 0.956 0.972 d = lying 0.115 0.604 0.938 0.734 e = sitting 0.012 0.669 0.163 0.263 f = standing 0.019 0.902 0.999 0.948 g = running 0.026 0.590 0.192 0.290 h = walking ------------------------------------------------------- 0.055 0.719 0.668 0.632 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.183 0.212 0.738 0.329 a = climbing down 0.012 0.753 0.229 0.351 b = climbing up 0.000 0.991 0.837 0.908 c = jumping 0.001 0.995 0.953 0.973 d = lying 0.063 0.739 0.971 0.839 e = sitting 0.011 0.897 0.608 0.725 f = standing 0.036 0.843 0.999 0.915 g = running 0.002 0.980 0.486 0.650 h = walking ------------------------------------------------------- 0.031 0.833 0.723 0.728 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.875 0.873 0.874 a = climbing down 0.033 0.779 0.785 0.782 b = climbing up 0.000 0.993 0.950 0.971 c = jumping 0.009 0.931 0.696 0.796 d = lying 0.044 0.667 0.615 0.640 e = sitting 0.102 0.559 0.743 0.638 f = standing 0.001 0.993 0.972 0.982 g = running 0.020 0.894 0.902 0.898 h = walking ------------------------------------------------------- 0.031 0.822 0.806 0.810 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.827 0.700 0.758 a = climbing down 0.083 0.612 0.855 0.713 b = climbing up 0.000 0.993 0.946 0.969 c = jumping 0.027 0.866 0.994 0.926 d = lying 0.095 0.463 0.416 0.438 e = sitting 0.088 0.333 0.308 0.320 f = standing 0.009 0.949 0.991 0.969 g = running 0.034 0.746 0.565 0.643 h = walking ------------------------------------------------------- 0.050 0.692 0.695 0.687 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.229 0.396 0.943 0.558 a = climbing down 0.011 0.227 0.108 0.146 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.076 0.707 0.896 0.791 d = lying 0.013 0.941 0.901 0.920 e = sitting 0.038 0.757 0.580 0.657 f = standing 0.004 0.965 0.997 0.980 g = running 0.003 0.300 0.005 0.011 h = walking ------------------------------------------------------- 0.055 0.664 0.680 0.627 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.817 0.909 0.860 a = climbing down 0.172 0.444 0.889 0.592 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.012 0.935 0.959 0.947 d = lying 0.053 0.722 0.866 0.788 e = sitting 0.025 0.797 0.700 0.745 f = standing 0.000 0.998 0.851 0.919 g = running 0.002 0.925 0.141 0.245 h = walking ------------------------------------------------------- 0.038 0.822 0.751 0.728 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.088 0.411 0.402 0.407 a = climbing down 0.156 0.518 0.860 0.647 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.821 0.898 d = lying 0.057 0.661 0.960 0.783 e = sitting 0.027 0.812 0.787 0.799 f = standing 0.002 0.992 0.804 0.888 g = running 0.012 0.739 0.227 0.348 h = walking ------------------------------------------------------- 0.049 0.748 0.706 0.697 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.114 0.482 0.873 0.621 a = climbing down 0.048 0.693 0.781 0.735 b = climbing up 0.000 1.000 0.662 0.797 c = jumping 0.028 0.822 0.771 0.796 d = lying 0.071 0.615 0.878 0.723 e = sitting 0.052 0.606 0.571 0.588 f = standing 0.011 0.958 0.846 0.899 g = running 0.020 0.605 0.176 0.273 h = walking ------------------------------------------------------- 0.042 0.721 0.698 0.682 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.664 0.858 0.749 a = climbing down 0.090 0.531 0.703 0.605 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.044 0.766 0.819 0.792 d = lying 0.039 0.806 0.979 0.884 e = sitting 0.020 0.839 0.600 0.700 f = standing 0.001 0.995 0.998 0.996 g = running 0.016 0.765 0.337 0.468 h = walking ------------------------------------------------------- 0.036 0.781 0.766 0.755 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.093 0.448 0.582 0.506 a = climbing down 0.057 0.687 0.721 0.704 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.017 0.873 0.847 0.860 d = lying 0.039 0.715 0.672 0.693 e = sitting 0.063 0.675 0.739 0.705 f = standing 0.000 0.998 0.963 0.980 g = running 0.031 0.747 0.544 0.630 h = walking ------------------------------------------------------- 0.040 0.752 0.738 0.741 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.689 0.626 0.656 a = climbing down 0.067 0.700 0.543 0.611 b = climbing up 0.000 1.000 0.045 0.086 c = jumping 0.072 0.604 0.762 0.674 d = lying 0.045 0.769 0.982 0.862 e = sitting 0.071 0.606 0.683 0.642 f = standing 0.029 0.837 0.932 0.882 g = running 0.018 0.863 0.706 0.777 h = walking ------------------------------------------------------- 0.048 0.731 0.721 0.710 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.598 0.733 a = climbing down 0.074 0.623 0.879 0.729 b = climbing up 0.000 0.994 0.936 0.964 c = jumping 0.013 0.927 0.968 0.947 d = lying 0.014 0.918 0.895 0.906 e = sitting 0.025 0.821 0.877 0.848 f = standing 0.002 0.989 0.930 0.959 g = running 0.029 0.819 0.779 0.799 h = walking ------------------------------------------------------- 0.021 0.876 0.859 0.860 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.686 0.736 0.710 a = climbing down 0.050 0.647 0.715 0.679 b = climbing up 0.000 1.000 0.895 0.945 c = jumping 0.018 0.743 0.291 0.419 d = lying 0.028 0.825 0.655 0.730 e = sitting 0.169 0.453 0.873 0.596 f = standing 0.007 0.967 0.982 0.974 g = running 0.016 0.906 0.802 0.851 h = walking ------------------------------------------------------- 0.042 0.770 0.725 0.721 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.918 0.594 0.721 a = climbing down 0.043 0.742 0.678 0.708 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.009 0.878 0.366 0.516 d = lying 0.074 0.657 0.935 0.772 e = sitting 0.085 0.489 0.599 0.539 f = standing 0.001 0.992 0.983 0.987 g = running 0.084 0.657 0.919 0.767 h = walking ------------------------------------------------------- 0.041 0.774 0.738 0.729 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.808 0.763 0.785 a = climbing down 0.048 0.726 0.847 0.782 b = climbing up 0.000 0.979 0.845 0.907 c = jumping 0.008 0.956 0.970 0.963 d = lying 0.060 0.705 0.944 0.807 e = sitting 0.013 0.888 0.610 0.723 f = standing 0.007 0.964 0.997 0.980 g = running 0.019 0.881 0.770 0.821 h = walking ------------------------------------------------------- 0.024 0.856 0.846 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.209 0.361 0.964 0.525 a = climbing down 0.019 0.715 0.281 0.404 b = climbing up 0.000 1.000 0.880 0.936 c = jumping 0.009 0.947 0.840 0.890 d = lying 0.036 0.668 0.585 0.623 e = sitting 0.040 0.713 0.540 0.614 f = standing 0.090 0.675 0.996 0.804 g = running 0.019 0.631 0.199 0.302 h = walking ------------------------------------------------------- 0.054 0.695 0.632 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.250 0.189 0.851 0.309 a = climbing down 0.006 0.897 0.346 0.500 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.946 0.929 0.938 d = lying 0.015 0.922 0.964 0.943 e = sitting 0.010 0.941 0.901 0.920 f = standing 0.030 0.854 1.000 0.921 g = running 0.001 0.667 0.011 0.022 h = walking ------------------------------------------------------- 0.027 0.827 0.705 0.681 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.812 0.576 0.674 a = climbing down 0.121 0.520 0.839 0.642 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.931 0.960 d = lying 0.021 0.873 0.873 0.873 e = sitting 0.032 0.814 0.874 0.843 f = standing 0.000 1.000 0.985 0.993 g = running 0.035 0.692 0.451 0.546 h = walking ------------------------------------------------------- 0.031 0.825 0.805 0.804 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.920 0.586 0.716 a = climbing down 0.097 0.613 0.945 0.743 b = climbing up 0.000 1.000 0.692 0.818 c = jumping 0.014 0.927 0.973 0.950 d = lying 0.076 0.361 0.342 0.351 e = sitting 0.077 0.493 0.466 0.479 f = standing 0.009 0.953 0.995 0.974 g = running 0.028 0.819 0.684 0.746 h = walking ------------------------------------------------------- 0.042 0.748 0.733 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.222 0.399 0.926 0.557 a = climbing down 0.010 0.341 0.161 0.219 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.038 0.769 0.613 0.682 d = lying 0.016 0.935 0.969 0.951 e = sitting 0.083 0.647 0.744 0.692 f = standing 0.001 0.989 1.000 0.994 g = running 0.006 0.613 0.042 0.078 h = walking ------------------------------------------------------- 0.056 0.716 0.680 0.636 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.042 0.712 0.924 0.804 a = climbing down 0.094 0.589 0.837 0.692 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.035 0.825 0.938 0.878 d = lying 0.015 0.906 0.939 0.922 e = sitting 0.016 0.863 0.737 0.795 f = standing 0.000 0.998 0.922 0.959 g = running 0.003 0.962 0.464 0.626 h = walking ------------------------------------------------------- 0.027 0.852 0.821 0.817 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.246 0.347 0.860 0.495 a = climbing down 0.022 0.702 0.263 0.383 b = climbing up 0.000 0.991 0.911 0.950 c = jumping 0.010 0.919 0.763 0.834 d = lying 0.130 0.462 0.969 0.626 e = sitting 0.051 0.654 0.637 0.645 f = standing 0.003 0.971 0.455 0.620 g = running 0.024 0.602 0.251 0.354 h = walking ------------------------------------------------------- 0.061 0.698 0.575 0.568 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.050 0.614 0.677 0.644 a = climbing down 0.051 0.667 0.680 0.674 b = climbing up 0.000 1.000 0.583 0.736 c = jumping 0.054 0.664 0.711 0.687 d = lying 0.078 0.606 0.880 0.718 e = sitting 0.057 0.536 0.434 0.480 f = standing 0.012 0.950 0.816 0.878 g = running 0.039 0.744 0.673 0.706 h = walking ------------------------------------------------------- 0.044 0.715 0.703 0.703 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.088 0.572 0.810 0.670 a = climbing down 0.115 0.447 0.630 0.523 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.044 0.751 0.717 0.734 d = lying 0.018 0.883 0.948 0.914 e = sitting 0.054 0.680 0.664 0.672 f = standing 0.001 0.995 0.999 0.997 g = running 0.019 0.573 0.153 0.241 h = walking ------------------------------------------------------- 0.046 0.712 0.707 0.687 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.174 0.353 0.732 0.477 a = climbing down 0.019 0.618 0.173 0.270 b = climbing up 0.001 0.970 1.000 0.985 c = jumping 0.038 0.754 0.825 0.788 d = lying 0.077 0.483 0.497 0.489 e = sitting 0.075 0.553 0.525 0.538 f = standing 0.000 0.999 0.928 0.962 g = running 0.068 0.561 0.522 0.541 h = walking ------------------------------------------------------- 0.058 0.641 0.606 0.597 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.649 0.556 0.598 a = climbing down 0.052 0.751 0.544 0.631 b = climbing up 0.000 1.000 0.028 0.055 c = jumping 0.050 0.693 0.770 0.730 d = lying 0.020 0.872 0.902 0.887 e = sitting 0.112 0.484 0.665 0.560 f = standing 0.031 0.830 0.950 0.886 g = running 0.023 0.862 0.880 0.871 h = walking ------------------------------------------------------- 0.046 0.746 0.730 0.722 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.628 0.754 a = climbing down 0.092 0.574 0.924 0.708 b = climbing up 0.000 0.993 0.800 0.886 c = jumping 0.009 0.950 0.962 0.956 d = lying 0.039 0.772 0.918 0.839 e = sitting 0.022 0.860 0.807 0.833 f = standing 0.006 0.975 0.910 0.941 g = running 0.030 0.764 0.575 0.656 h = walking ------------------------------------------------------- 0.026 0.848 0.824 0.824 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.088 0.438 0.777 0.560 a = climbing down 0.019 0.524 0.166 0.252 b = climbing up 0.000 0.983 0.758 0.856 c = jumping 0.086 0.434 0.359 0.393 d = lying 0.044 0.625 0.370 0.465 e = sitting 0.164 0.392 0.650 0.489 f = standing 0.009 0.954 0.993 0.974 g = running 0.034 0.838 0.919 0.877 h = walking ------------------------------------------------------- 0.060 0.632 0.615 0.598 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.891 0.427 0.578 a = climbing down 0.034 0.707 0.480 0.572 b = climbing up 0.000 0.993 0.869 0.927 c = jumping 0.012 0.866 0.429 0.574 d = lying 0.045 0.744 0.895 0.813 e = sitting 0.105 0.532 0.711 0.609 f = standing 0.003 0.981 0.986 0.983 g = running 0.139 0.529 0.932 0.675 h = walking ------------------------------------------------------- 0.049 0.754 0.703 0.694 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.868 0.647 0.742 a = climbing down 0.084 0.612 0.872 0.719 b = climbing up 0.000 0.992 0.780 0.873 c = jumping 0.008 0.956 0.957 0.957 d = lying 0.069 0.594 0.672 0.630 e = sitting 0.053 0.642 0.563 0.600 f = standing 0.006 0.966 0.997 0.981 g = running 0.020 0.869 0.720 0.787 h = walking ------------------------------------------------------- 0.034 0.797 0.782 0.783 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.713 0.737 0.725 a = climbing down 0.095 0.590 0.876 0.705 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.001 0.993 0.871 0.928 d = lying 0.075 0.571 0.815 0.672 e = sitting 0.038 0.759 0.579 0.657 f = standing 0.006 0.968 0.994 0.981 g = running 0.015 0.844 0.481 0.613 h = walking ------------------------------------------------------- 0.035 0.797 0.768 0.766 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.260 0.206 0.977 0.341 a = climbing down 0.001 0.978 0.333 0.496 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.008 0.958 0.908 0.933 d = lying 0.160 0.493 0.923 0.643 e = sitting 0.010 0.563 0.069 0.123 f = standing 0.024 0.879 0.999 0.935 g = running 0.015 0.087 0.007 0.013 h = walking ------------------------------------------------------- 0.049 0.623 0.571 0.514 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.744 0.650 0.694 a = climbing down 0.090 0.541 0.629 0.582 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.031 0.843 0.898 0.870 d = lying 0.016 0.699 0.258 0.377 e = sitting 0.120 0.518 0.781 0.622 f = standing 0.000 0.999 0.944 0.971 g = running 0.067 0.606 0.593 0.599 h = walking ------------------------------------------------------- 0.050 0.717 0.698 0.690 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.758 0.835 a = climbing down 0.025 0.802 0.634 0.708 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.020 0.894 0.958 0.925 d = lying 0.125 0.399 0.515 0.449 e = sitting 0.068 0.302 0.187 0.231 f = standing 0.006 0.968 0.997 0.983 g = running 0.070 0.705 0.935 0.804 h = walking ------------------------------------------------------- 0.045 0.722 0.724 0.715 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.179 0.458 0.951 0.618 a = climbing down 0.051 0.144 0.280 0.190 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.003 0.986 0.933 0.959 d = lying 0.027 0.882 0.838 0.859 e = sitting 0.050 0.775 0.856 0.813 f = standing 0.001 0.994 0.997 0.995 g = running 0.001 0.125 0.001 0.002 h = walking ------------------------------------------------------- 0.040 0.682 0.728 0.681 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.900 0.881 a = climbing down 0.057 0.698 0.824 0.756 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.008 0.958 0.978 0.968 d = lying 0.021 0.864 0.843 0.854 e = sitting 0.021 0.842 0.838 0.840 f = standing 0.002 0.990 0.968 0.979 g = running 0.021 0.866 0.731 0.793 h = walking ------------------------------------------------------- 0.020 0.877 0.873 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.127 0.440 0.644 0.523 a = climbing down 0.151 0.478 0.702 0.568 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.002 0.983 0.796 0.879 d = lying 0.128 0.435 0.842 0.573 e = sitting 0.043 0.478 0.307 0.374 f = standing 0.003 0.987 0.755 0.856 g = running 0.005 0.188 0.008 0.015 h = walking ------------------------------------------------------- 0.062 0.612 0.603 0.577 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.041 0.696 0.806 0.747 a = climbing down 0.038 0.719 0.700 0.709 b = climbing up 0.000 1.000 0.795 0.886 c = jumping 0.034 0.750 0.701 0.725 d = lying 0.062 0.674 0.912 0.775 e = sitting 0.055 0.657 0.675 0.666 f = standing 0.007 0.972 0.807 0.882 g = running 0.041 0.742 0.688 0.714 h = walking ------------------------------------------------------- 0.036 0.772 0.758 0.760 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.668 0.835 0.742 a = climbing down 0.062 0.620 0.717 0.665 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.014 0.922 0.943 0.932 d = lying 0.042 0.782 0.901 0.837 e = sitting 0.024 0.841 0.698 0.763 f = standing 0.001 0.994 0.999 0.997 g = running 0.017 0.834 0.544 0.659 h = walking ------------------------------------------------------- 0.028 0.825 0.815 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.058 0.559 0.562 0.560 a = climbing down 0.081 0.621 0.720 0.667 b = climbing up 0.004 0.821 1.000 0.901 c = jumping 0.010 0.933 0.932 0.932 d = lying 0.057 0.528 0.437 0.478 e = sitting 0.091 0.547 0.653 0.595 f = standing 0.001 0.997 0.930 0.962 g = running 0.067 0.528 0.443 0.481 h = walking ------------------------------------------------------- 0.051 0.685 0.684 0.682 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.679 0.745 0.710 a = climbing down 0.079 0.686 0.599 0.639 b = climbing up 0.000 1.000 0.266 0.420 c = jumping 0.052 0.681 0.747 0.713 d = lying 0.045 0.743 0.854 0.795 e = sitting 0.064 0.621 0.665 0.642 f = standing 0.026 0.856 0.981 0.914 g = running 0.022 0.830 0.672 0.743 h = walking ------------------------------------------------------- 0.048 0.733 0.728 0.723 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.959 0.499 0.656 a = climbing down 0.061 0.649 0.778 0.707 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.010 0.943 0.998 0.970 d = lying 0.037 0.734 0.621 0.673 e = sitting 0.080 0.612 0.770 0.682 f = standing 0.001 0.995 0.866 0.926 g = running 0.045 0.771 0.922 0.840 h = walking ------------------------------------------------------- 0.032 0.818 0.796 0.795 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.007 0.907 0.783 0.841 a = climbing down 0.111 0.474 0.966 0.636 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.002 0.989 0.775 0.869 d = lying 0.036 0.607 0.268 0.372 e = sitting 0.172 0.454 0.871 0.597 f = standing 0.005 0.976 0.982 0.979 g = running 0.000 0.998 0.471 0.640 h = walking ------------------------------------------------------- 0.043 0.793 0.710 0.705 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.936 0.580 0.717 a = climbing down 0.040 0.605 0.390 0.474 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.004 0.980 0.920 0.949 d = lying 0.091 0.568 0.823 0.672 e = sitting 0.035 0.707 0.476 0.569 f = standing 0.007 0.965 0.991 0.978 g = running 0.123 0.555 0.916 0.691 h = walking ------------------------------------------------------- 0.042 0.768 0.738 0.732 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.785 0.625 0.696 a = climbing down 0.060 0.637 0.670 0.653 b = climbing up 0.000 0.974 0.902 0.937 c = jumping 0.000 0.998 0.981 0.989 d = lying 0.130 0.514 0.879 0.648 e = sitting 0.020 0.590 0.178 0.274 f = standing 0.002 0.988 0.997 0.992 g = running 0.051 0.756 0.830 0.791 h = walking ------------------------------------------------------- 0.039 0.766 0.756 0.738 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.838 0.471 0.603 a = climbing down 0.192 0.457 0.829 0.589 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.984 0.916 0.949 d = lying 0.099 0.509 0.811 0.626 e = sitting 0.019 0.440 0.101 0.164 f = standing 0.008 0.960 0.996 0.977 g = running 0.038 0.672 0.460 0.546 h = walking ------------------------------------------------------- 0.053 0.709 0.683 0.661 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.263 0.192 0.938 0.319 a = climbing down 0.007 0.917 0.448 0.602 b = climbing up 0.001 0.944 0.993 0.968 c = jumping 0.001 0.995 0.899 0.945 d = lying 0.101 0.558 0.704 0.623 e = sitting 0.066 0.473 0.382 0.423 f = standing 0.006 0.970 0.992 0.981 g = running 0.002 0.083 0.001 0.002 h = walking ------------------------------------------------------- 0.043 0.635 0.597 0.579 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.748 0.784 0.766 a = climbing down 0.051 0.638 0.596 0.616 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.020 0.895 0.993 0.941 d = lying 0.084 0.607 0.759 0.674 e = sitting 0.031 0.727 0.499 0.592 f = standing 0.001 0.997 0.940 0.967 g = running 0.042 0.764 0.788 0.776 h = walking ------------------------------------------------------- 0.036 0.780 0.776 0.773 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.643 0.742 a = climbing down 0.100 0.586 0.921 0.716 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.008 0.954 0.978 0.966 d = lying 0.041 0.610 0.356 0.449 e = sitting 0.108 0.497 0.701 0.582 f = standing 0.002 0.985 0.939 0.962 g = running 0.025 0.817 0.645 0.721 h = walking ------------------------------------------------------- 0.041 0.768 0.744 0.740 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.230 0.399 0.963 0.565 a = climbing down 0.005 0.556 0.215 0.310 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.114 0.542 0.656 0.594 d = lying 0.010 0.950 0.830 0.886 e = sitting 0.073 0.527 0.398 0.454 f = standing 0.033 0.771 1.000 0.870 g = running 0.002 0.091 0.001 0.002 h = walking ------------------------------------------------------- 0.069 0.553 0.602 0.547 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.085 0.559 0.947 0.703 a = climbing down 0.063 0.571 0.527 0.548 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.043 0.792 0.949 0.863 d = lying 0.022 0.862 0.889 0.876 e = sitting 0.013 0.878 0.679 0.766 f = standing 0.013 0.937 0.898 0.918 g = running 0.027 0.776 0.497 0.606 h = walking ------------------------------------------------------- 0.035 0.785 0.769 0.764 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.148 0.401 0.667 0.501 a = climbing down 0.071 0.690 0.837 0.756 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.003 0.978 0.817 0.890 d = lying 0.093 0.520 0.895 0.657 e = sitting 0.058 0.654 0.665 0.659 f = standing 0.001 0.994 0.688 0.813 g = running 0.011 0.214 0.021 0.038 h = walking ------------------------------------------------------- 0.050 0.675 0.665 0.643 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.028 0.753 0.733 0.743 a = climbing down 0.071 0.627 0.903 0.740 b = climbing up 0.000 0.990 0.629 0.769 c = jumping 0.027 0.813 0.788 0.800 d = lying 0.050 0.712 0.913 0.800 e = sitting 0.041 0.701 0.644 0.671 f = standing 0.009 0.971 0.896 0.932 g = running 0.008 0.928 0.641 0.758 h = walking ------------------------------------------------------- 0.029 0.815 0.795 0.796 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.688 0.825 0.751 a = climbing down 0.094 0.478 0.599 0.531 b = climbing up 0.000 0.974 0.934 0.954 c = jumping 0.022 0.878 0.923 0.900 d = lying 0.023 0.834 0.712 0.768 e = sitting 0.059 0.693 0.745 0.718 f = standing 0.001 0.994 0.997 0.995 g = running 0.031 0.672 0.406 0.506 h = walking ------------------------------------------------------- 0.038 0.764 0.756 0.753 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.048 0.631 0.639 0.635 a = climbing down 0.037 0.764 0.731 0.747 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.025 0.829 0.860 0.844 d = lying 0.039 0.661 0.532 0.590 e = sitting 0.089 0.627 0.735 0.676 f = standing 0.001 0.996 0.936 0.965 g = running 0.029 0.832 0.866 0.848 h = walking ------------------------------------------------------- 0.038 0.774 0.770 0.770 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.855 0.714 0.779 a = climbing down 0.061 0.707 0.506 0.590 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.056 0.644 0.753 0.694 d = lying 0.056 0.655 0.693 0.673 e = sitting 0.118 0.467 0.645 0.542 f = standing 0.025 0.862 0.972 0.914 g = running 0.040 0.757 0.753 0.755 h = walking ------------------------------------------------------- 0.054 0.706 0.687 0.680 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.813 0.844 0.828 a = climbing down 0.071 0.608 0.833 0.703 b = climbing up 0.000 0.972 0.606 0.746 c = jumping 0.015 0.917 0.965 0.940 d = lying 0.052 0.661 0.600 0.630 e = sitting 0.074 0.648 0.825 0.726 f = standing 0.012 0.938 0.800 0.863 g = running 0.013 0.881 0.597 0.712 h = walking ------------------------------------------------------- 0.035 0.794 0.774 0.775 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.114 0.402 0.880 0.552 a = climbing down 0.052 0.461 0.343 0.393 b = climbing up 0.003 0.741 0.344 0.470 c = jumping 0.057 0.596 0.463 0.521 d = lying 0.046 0.576 0.313 0.406 e = sitting 0.181 0.383 0.702 0.496 f = standing 0.034 0.845 0.957 0.897 g = running 0.013 0.862 0.435 0.578 h = walking ------------------------------------------------------- 0.064 0.619 0.564 0.556 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.828 0.687 0.751 a = climbing down 0.054 0.677 0.670 0.673 b = climbing up 0.000 0.992 0.775 0.870 c = jumping 0.002 0.982 0.555 0.710 d = lying 0.071 0.617 0.800 0.696 e = sitting 0.090 0.572 0.679 0.621 f = standing 0.006 0.968 0.990 0.979 g = running 0.062 0.675 0.783 0.725 h = walking ------------------------------------------------------- 0.042 0.768 0.739 0.741 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.942 0.891 0.916 a = climbing down 0.032 0.800 0.861 0.829 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.004 0.977 0.987 0.982 d = lying 0.091 0.600 0.911 0.724 e = sitting 0.014 0.834 0.418 0.557 f = standing 0.003 0.984 1.000 0.992 g = running 0.019 0.893 0.882 0.888 h = walking ------------------------------------------------------- 0.023 0.869 0.852 0.846 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.856 0.685 0.761 a = climbing down 0.065 0.651 0.754 0.699 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.988 0.913 0.949 d = lying 0.105 0.473 0.763 0.584 e = sitting 0.027 0.689 0.314 0.431 f = standing 0.037 0.834 0.998 0.909 g = running 0.046 0.726 0.731 0.729 h = walking ------------------------------------------------------- 0.039 0.760 0.742 0.733 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.218 0.226 0.952 0.365 a = climbing down 0.009 0.872 0.343 0.493 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.000 0.998 0.954 0.976 d = lying 0.079 0.681 0.960 0.797 e = sitting 0.013 0.887 0.570 0.694 f = standing 0.009 0.949 0.993 0.970 g = running 0.008 0.862 0.244 0.381 h = walking ------------------------------------------------------- 0.031 0.838 0.695 0.698 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.777 0.749 0.763 a = climbing down 0.028 0.751 0.571 0.649 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.965 0.957 0.961 d = lying 0.055 0.710 0.919 0.801 e = sitting 0.017 0.868 0.650 0.744 f = standing 0.002 0.990 1.000 0.995 g = running 0.056 0.741 0.906 0.815 h = walking ------------------------------------------------------- 0.026 0.841 0.835 0.831 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.848 0.795 0.821 a = climbing down 0.136 0.536 0.955 0.687 b = climbing up 0.001 0.971 0.925 0.948 c = jumping 0.034 0.807 0.752 0.779 d = lying 0.064 0.343 0.264 0.298 e = sitting 0.109 0.411 0.497 0.450 f = standing 0.003 0.981 0.991 0.986 g = running 0.011 0.854 0.342 0.488 h = walking ------------------------------------------------------- 0.051 0.707 0.673 0.663 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.100 0.585 0.905 0.711 a = climbing down 0.013 0.516 0.446 0.478 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.061 0.785 0.968 0.867 d = lying 0.001 0.997 0.980 0.988 e = sitting 0.009 0.940 0.699 0.802 f = standing 0.006 0.950 1.000 0.974 g = running 0.008 0.933 0.543 0.686 h = walking ------------------------------------------------------- 0.029 0.862 0.831 0.828 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.762 0.925 0.836 a = climbing down 0.105 0.557 0.875 0.680 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.026 0.853 0.889 0.870 d = lying 0.023 0.866 0.969 0.915 e = sitting 0.022 0.861 0.825 0.843 f = standing 0.000 0.998 0.885 0.938 g = running 0.008 0.893 0.368 0.521 h = walking ------------------------------------------------------- 0.028 0.842 0.812 0.803 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.072 0.405 0.326 0.361 a = climbing down 0.129 0.542 0.786 0.641 b = climbing up 0.001 0.919 1.000 0.958 c = jumping 0.006 0.901 0.333 0.486 d = lying 0.066 0.632 0.984 0.770 e = sitting 0.095 0.539 0.770 0.634 f = standing 0.001 0.994 0.662 0.795 g = running 0.037 0.733 0.701 0.717 h = walking ------------------------------------------------------- 0.055 0.702 0.648 0.639 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.145 0.421 0.853 0.564 a = climbing down 0.032 0.758 0.730 0.744 b = climbing up 0.000 0.993 0.914 0.952 c = jumping 0.016 0.865 0.646 0.740 d = lying 0.059 0.658 0.875 0.751 e = sitting 0.064 0.634 0.780 0.699 f = standing 0.006 0.976 0.817 0.889 g = running 0.035 0.363 0.113 0.173 h = walking ------------------------------------------------------- 0.043 0.704 0.687 0.671 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.669 0.819 0.736 a = climbing down 0.117 0.428 0.599 0.499 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.086 0.637 0.785 0.703 d = lying 0.023 0.864 0.978 0.917 e = sitting 0.032 0.703 0.439 0.541 f = standing 0.000 0.998 1.000 0.999 g = running 0.031 0.579 0.258 0.357 h = walking ------------------------------------------------------- 0.048 0.706 0.701 0.686 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.063 0.528 0.564 0.546 a = climbing down 0.070 0.640 0.746 0.689 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.025 0.850 0.789 0.818 d = lying 0.015 0.880 0.793 0.834 e = sitting 0.064 0.680 0.799 0.735 f = standing 0.001 0.996 0.967 0.982 g = running 0.035 0.743 0.595 0.661 h = walking ------------------------------------------------------- 0.037 0.775 0.765 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.029 0.747 0.822 0.782 a = climbing down 0.030 0.814 0.468 0.594 b = climbing up 0.000 1.000 0.399 0.570 c = jumping 0.072 0.521 0.550 0.535 d = lying 0.027 0.844 0.982 0.907 e = sitting 0.116 0.464 0.643 0.539 f = standing 0.023 0.866 0.955 0.908 g = running 0.018 0.893 0.905 0.899 h = walking ------------------------------------------------------- 0.043 0.750 0.728 0.723 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.770 0.639 0.699 a = climbing down 0.041 0.702 0.697 0.700 b = climbing up 0.000 0.992 0.684 0.810 c = jumping 0.067 0.724 0.960 0.825 d = lying 0.026 0.851 0.974 0.908 e = sitting 0.014 0.802 0.430 0.560 f = standing 0.009 0.959 0.917 0.937 g = running 0.059 0.701 0.794 0.744 h = walking ------------------------------------------------------- 0.034 0.799 0.792 0.784 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.063 0.510 0.739 0.603 a = climbing down 0.010 0.741 0.214 0.332 b = climbing up 0.000 1.000 0.803 0.890 c = jumping 0.025 0.741 0.387 0.508 d = lying 0.017 0.887 0.671 0.764 e = sitting 0.154 0.482 0.883 0.623 f = standing 0.006 0.971 0.995 0.983 g = running 0.063 0.739 0.936 0.826 h = walking ------------------------------------------------------- 0.046 0.753 0.708 0.691 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.027 0.754 0.591 0.662 a = climbing down 0.098 0.620 0.891 0.731 b = climbing up 0.001 0.955 0.931 0.943 c = jumping 0.013 0.727 0.199 0.313 d = lying 0.036 0.790 0.887 0.836 e = sitting 0.126 0.466 0.809 0.591 f = standing 0.001 0.993 0.932 0.961 g = running 0.022 0.842 0.680 0.753 h = walking ------------------------------------------------------- 0.043 0.756 0.720 0.704 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.751 0.802 a = climbing down 0.073 0.653 0.907 0.759 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.012 0.931 0.898 0.914 d = lying 0.045 0.741 0.868 0.799 e = sitting 0.034 0.769 0.681 0.722 f = standing 0.004 0.977 0.997 0.987 g = running 0.011 0.924 0.709 0.803 h = walking ------------------------------------------------------- 0.026 0.846 0.832 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.028 0.772 0.765 0.769 a = climbing down 0.095 0.611 0.942 0.741 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.004 0.976 0.905 0.939 d = lying 0.070 0.629 0.955 0.758 e = sitting 0.018 0.858 0.593 0.701 f = standing 0.001 0.996 0.997 0.996 g = running 0.010 0.885 0.449 0.596 h = walking ------------------------------------------------------- 0.029 0.838 0.803 0.798 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.295 0.171 0.880 0.287 a = climbing down 0.028 0.435 0.148 0.221 b = climbing up 0.000 1.000 0.006 0.012 c = jumping 0.028 0.827 0.674 0.742 d = lying 0.069 0.702 0.959 0.811 e = sitting 0.050 0.604 0.430 0.502 f = standing 0.040 0.816 0.993 0.896 g = running 0.002 0.143 0.002 0.003 h = walking ------------------------------------------------------- 0.051 0.565 0.540 0.497 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.836 0.560 0.671 a = climbing down 0.119 0.542 0.874 0.669 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.022 0.865 0.771 0.815 d = lying 0.012 0.888 0.648 0.749 e = sitting 0.083 0.629 0.861 0.727 f = standing 0.000 0.998 0.918 0.956 g = running 0.040 0.703 0.533 0.606 h = walking ------------------------------------------------------- 0.041 0.786 0.751 0.753 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.077 0.627 0.920 0.746 a = climbing down 0.075 0.640 0.845 0.728 b = climbing up 0.000 0.992 0.934 0.962 c = jumping 0.018 0.839 0.525 0.646 d = lying 0.074 0.444 0.365 0.401 e = sitting 0.167 0.287 0.459 0.354 f = standing 0.005 0.974 0.998 0.986 g = running 0.007 0.886 0.313 0.463 h = walking ------------------------------------------------------- 0.056 0.690 0.632 0.626 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.081 0.642 0.930 0.760 a = climbing down 0.018 0.481 0.559 0.517 b = climbing up 0.001 0.968 1.000 0.984 c = jumping 0.030 0.885 0.992 0.935 d = lying 0.003 0.984 0.968 0.976 e = sitting 0.008 0.953 0.837 0.892 f = standing 0.001 0.995 0.992 0.994 g = running 0.007 0.949 0.594 0.731 h = walking ------------------------------------------------------- 0.020 0.894 0.872 0.871 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.919 0.927 a = climbing down 0.028 0.823 0.861 0.842 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.952 0.984 0.968 d = lying 0.032 0.826 0.968 0.891 e = sitting 0.006 0.959 0.866 0.910 f = standing 0.001 0.993 0.908 0.949 g = running 0.020 0.891 0.867 0.879 h = walking ------------------------------------------------------- 0.014 0.916 0.912 0.912 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.084 0.525 0.603 0.562 a = climbing down 0.152 0.501 0.776 0.609 b = climbing up 0.001 0.959 0.952 0.955 c = jumping 0.007 0.946 0.760 0.843 d = lying 0.048 0.704 0.982 0.820 e = sitting 0.034 0.728 0.713 0.721 f = standing 0.001 0.993 0.835 0.907 g = running 0.012 0.733 0.223 0.342 h = walking ------------------------------------------------------- 0.048 0.749 0.709 0.701 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.091 0.532 0.869 0.660 a = climbing down 0.046 0.683 0.697 0.690 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.038 0.767 0.833 0.799 d = lying 0.061 0.657 0.888 0.756 e = sitting 0.040 0.695 0.634 0.663 f = standing 0.001 0.994 0.802 0.888 g = running 0.044 0.552 0.310 0.397 h = walking ------------------------------------------------------- 0.039 0.734 0.718 0.712 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.039 0.730 0.830 0.777 a = climbing down 0.110 0.479 0.719 0.575 b = climbing up 0.037 0.303 1.000 0.465 c = jumping 0.044 0.797 0.939 0.862 d = lying 0.072 0.680 0.911 0.779 e = sitting 0.022 0.741 0.363 0.487 f = standing 0.001 0.994 0.780 0.874 g = running 0.020 0.708 0.302 0.423 h = walking ------------------------------------------------------- 0.042 0.738 0.698 0.685 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.701 0.642 0.670 a = climbing down 0.030 0.785 0.649 0.710 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.960 0.887 0.922 d = lying 0.032 0.761 0.721 0.741 e = sitting 0.057 0.694 0.801 0.744 f = standing 0.000 0.998 0.961 0.979 g = running 0.079 0.632 0.794 0.704 h = walking ------------------------------------------------------- 0.032 0.804 0.794 0.796 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.771 0.927 0.842 a = climbing down 0.038 0.791 0.508 0.619 b = climbing up 0.000 1.000 0.022 0.044 c = jumping 0.059 0.576 0.571 0.574 d = lying 0.045 0.749 0.893 0.815 e = sitting 0.115 0.485 0.698 0.572 f = standing 0.025 0.859 0.982 0.916 g = running 0.012 0.916 0.770 0.837 h = walking ------------------------------------------------------- 0.045 0.747 0.722 0.713 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.713 0.822 a = climbing down 0.035 0.772 0.854 0.811 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.005 0.973 0.997 0.984 d = lying 0.020 0.892 0.956 0.923 e = sitting 0.015 0.887 0.910 0.898 f = standing 0.002 0.990 0.901 0.943 g = running 0.033 0.827 0.924 0.873 h = walking ------------------------------------------------------- 0.015 0.908 0.901 0.901 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.752 0.877 0.810 a = climbing down 0.018 0.774 0.611 0.683 b = climbing up 0.000 1.000 0.436 0.608 c = jumping 0.017 0.882 0.694 0.777 d = lying 0.033 0.839 0.810 0.824 e = sitting 0.079 0.627 0.810 0.707 f = standing 0.019 0.913 0.986 0.948 g = running 0.025 0.878 0.905 0.891 h = walking ------------------------------------------------------- 0.030 0.825 0.814 0.812 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.031 0.744 0.651 0.695 a = climbing down 0.059 0.648 0.660 0.654 b = climbing up 0.003 0.864 0.831 0.847 c = jumping 0.006 0.965 0.916 0.940 d = lying 0.044 0.756 0.885 0.815 e = sitting 0.026 0.785 0.695 0.737 f = standing 0.004 0.974 0.856 0.911 g = running 0.078 0.640 0.774 0.701 h = walking ------------------------------------------------------- 0.035 0.794 0.784 0.786 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.030 0.758 0.819 0.787 a = climbing down 0.036 0.762 0.735 0.749 b = climbing up 0.000 0.982 0.911 0.945 c = jumping 0.001 0.992 0.991 0.992 d = lying 0.060 0.713 0.953 0.816 e = sitting 0.009 0.918 0.614 0.736 f = standing 0.002 0.990 0.997 0.993 g = running 0.023 0.875 0.855 0.865 h = walking ------------------------------------------------------- 0.021 0.870 0.860 0.858 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.877 0.667 0.758 a = climbing down 0.127 0.561 0.912 0.694 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.980 0.980 0.980 d = lying 0.078 0.607 0.938 0.737 e = sitting 0.007 0.907 0.437 0.590 f = standing 0.002 0.987 0.999 0.993 g = running 0.021 0.791 0.449 0.573 h = walking ------------------------------------------------------- 0.034 0.827 0.784 0.775 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.233 0.163 0.663 0.261 a = climbing down 0.010 0.863 0.411 0.556 b = climbing up 0.000 0.985 0.978 0.981 c = jumping 0.001 0.994 0.664 0.796 d = lying 0.011 0.942 0.966 0.954 e = sitting 0.058 0.727 0.976 0.833 f = standing 0.043 0.809 0.998 0.894 g = running 0.001 0.968 0.094 0.171 h = walking ------------------------------------------------------- 0.033 0.846 0.677 0.668 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.871 0.709 0.782 a = climbing down 0.093 0.589 0.868 0.702 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.957 0.939 d = lying 0.022 0.860 0.784 0.820 e = sitting 0.032 0.811 0.861 0.835 f = standing 0.000 0.998 0.995 0.997 g = running 0.023 0.816 0.575 0.674 h = walking ------------------------------------------------------- 0.027 0.846 0.831 0.830 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.708 0.811 a = climbing down 0.093 0.609 0.939 0.739 b = climbing up 0.000 0.986 0.966 0.976 c = jumping 0.027 0.836 0.781 0.808 d = lying 0.051 0.547 0.339 0.419 e = sitting 0.128 0.401 0.596 0.479 f = standing 0.003 0.984 0.980 0.982 g = running 0.015 0.887 0.685 0.773 h = walking ------------------------------------------------------- 0.044 0.752 0.720 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.152 0.492 0.949 0.648 a = climbing down 0.008 0.608 0.392 0.477 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.020 0.920 0.986 0.952 d = lying 0.002 0.992 0.982 0.987 e = sitting 0.004 0.980 0.896 0.936 f = standing 0.002 0.978 0.998 0.988 g = running 0.005 0.931 0.320 0.477 h = walking ------------------------------------------------------- 0.026 0.886 0.834 0.823 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.908 0.944 0.926 a = climbing down 0.030 0.811 0.858 0.834 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.899 0.971 0.934 d = lying 0.032 0.820 0.965 0.887 e = sitting 0.008 0.948 0.851 0.897 f = standing 0.001 0.995 0.862 0.924 g = running 0.018 0.898 0.847 0.872 h = walking ------------------------------------------------------- 0.016 0.903 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.556 0.485 0.518 a = climbing down 0.095 0.652 0.922 0.764 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.020 0.860 0.750 0.801 d = lying 0.077 0.592 0.980 0.738 e = sitting 0.038 0.736 0.735 0.736 f = standing 0.001 0.997 0.671 0.802 g = running 0.011 0.895 0.645 0.749 h = walking ------------------------------------------------------- 0.040 0.776 0.740 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.070 0.560 0.722 0.631 a = climbing down 0.091 0.583 0.915 0.712 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.007 0.942 0.666 0.780 d = lying 0.066 0.634 0.887 0.739 e = sitting 0.062 0.624 0.725 0.671 f = standing 0.002 0.994 0.857 0.920 g = running 0.011 0.832 0.301 0.442 h = walking ------------------------------------------------------- 0.037 0.778 0.729 0.722 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.071 0.618 0.855 0.717 a = climbing down 0.101 0.344 0.369 0.356 b = climbing up 0.000 0.976 0.992 0.984 c = jumping 0.049 0.754 0.839 0.794 d = lying 0.016 0.905 0.933 0.919 e = sitting 0.031 0.780 0.633 0.699 f = standing 0.005 0.977 0.998 0.987 g = running 0.045 0.527 0.323 0.400 h = walking ------------------------------------------------------- 0.042 0.721 0.724 0.715 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.042 0.653 0.619 0.635 a = climbing down 0.046 0.746 0.825 0.783 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.017 0.888 0.814 0.849 d = lying 0.027 0.796 0.736 0.765 e = sitting 0.069 0.663 0.784 0.719 f = standing 0.000 0.998 0.960 0.979 g = running 0.019 0.887 0.837 0.861 h = walking ------------------------------------------------------- 0.030 0.817 0.811 0.812 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.867 0.878 0.872 a = climbing down 0.034 0.805 0.487 0.607 b = climbing up 0.000 1.000 0.052 0.098 c = jumping 0.053 0.525 0.445 0.482 d = lying 0.043 0.760 0.911 0.829 e = sitting 0.132 0.462 0.722 0.564 f = standing 0.031 0.831 0.979 0.899 g = running 0.019 0.884 0.862 0.873 h = walking ------------------------------------------------------- 0.046 0.745 0.719 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.868 0.838 0.853 a = climbing down 0.052 0.688 0.850 0.761 b = climbing up 0.000 0.994 0.947 0.970 c = jumping 0.009 0.952 0.973 0.962 d = lying 0.013 0.928 0.942 0.935 e = sitting 0.015 0.884 0.908 0.895 f = standing 0.002 0.993 0.946 0.969 g = running 0.020 0.864 0.728 0.790 h = walking ------------------------------------------------------- 0.016 0.895 0.889 0.890 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.085 0.466 0.857 0.603 a = climbing down 0.022 0.663 0.334 0.444 b = climbing up 0.000 1.000 0.409 0.580 c = jumping 0.010 0.930 0.710 0.805 d = lying 0.034 0.793 0.640 0.708 e = sitting 0.101 0.586 0.892 0.707 f = standing 0.035 0.846 0.987 0.911 g = running 0.036 0.773 0.644 0.703 h = walking ------------------------------------------------------- 0.042 0.755 0.720 0.714 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.712 0.801 a = climbing down 0.084 0.663 0.917 0.769 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.002 0.954 0.271 0.422 d = lying 0.071 0.672 0.958 0.790 e = sitting 0.096 0.479 0.654 0.553 f = standing 0.003 0.984 0.988 0.986 g = running 0.020 0.863 0.714 0.781 h = walking ------------------------------------------------------- 0.038 0.804 0.754 0.741 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.874 0.913 a = climbing down 0.027 0.835 0.908 0.870 b = climbing up 0.000 0.980 0.863 0.918 c = jumping 0.012 0.934 0.967 0.950 d = lying 0.061 0.705 0.963 0.814 e = sitting 0.010 0.907 0.562 0.694 f = standing 0.004 0.976 0.997 0.987 g = running 0.017 0.904 0.898 0.901 h = walking ------------------------------------------------------- 0.019 0.892 0.882 0.878 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.714 0.797 a = climbing down 0.082 0.641 0.912 0.753 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.992 0.939 0.965 d = lying 0.094 0.561 0.971 0.711 e = sitting 0.011 0.879 0.447 0.593 f = standing 0.001 0.995 0.998 0.997 g = running 0.022 0.828 0.640 0.722 h = walking ------------------------------------------------------- 0.028 0.846 0.806 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.195 0.120 0.390 0.184 a = climbing down 0.002 0.926 0.179 0.300 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.978 0.933 0.955 d = lying 0.018 0.905 0.984 0.943 e = sitting 0.007 0.956 0.907 0.931 f = standing 0.087 0.668 1.000 0.801 g = running 0.006 0.922 0.327 0.483 h = walking ------------------------------------------------------- 0.031 0.847 0.711 0.712 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.717 0.789 a = climbing down 0.065 0.653 0.820 0.727 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.954 0.907 0.930 d = lying 0.016 0.890 0.895 0.893 e = sitting 0.029 0.834 0.872 0.853 f = standing 0.001 0.997 0.998 0.997 g = running 0.030 0.817 0.745 0.779 h = walking ------------------------------------------------------- 0.022 0.868 0.861 0.862 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.696 0.735 a = climbing down 0.118 0.551 0.888 0.680 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.024 0.383 0.079 0.131 d = lying 0.075 0.371 0.352 0.361 e = sitting 0.226 0.244 0.451 0.317 f = standing 0.004 0.977 0.999 0.988 g = running 0.025 0.787 0.489 0.603 h = walking ------------------------------------------------------- 0.068 0.600 0.569 0.553 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.077 0.653 0.932 0.768 a = climbing down 0.006 0.563 0.263 0.359 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.995 0.990 0.992 d = lying 0.013 0.944 0.981 0.962 e = sitting 0.004 0.978 0.931 0.954 f = standing 0.001 0.989 1.000 0.994 g = running 0.011 0.928 0.706 0.802 h = walking ------------------------------------------------------- 0.016 0.912 0.902 0.899 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.880 0.886 a = climbing down 0.049 0.737 0.883 0.804 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.044 0.790 0.983 0.876 d = lying 0.013 0.916 0.938 0.927 e = sitting 0.009 0.927 0.713 0.806 f = standing 0.004 0.977 0.940 0.958 g = running 0.019 0.877 0.737 0.801 h = walking ------------------------------------------------------- 0.021 0.879 0.870 0.869 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.066 0.570 0.574 0.572 a = climbing down 0.067 0.704 0.806 0.752 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.007 0.949 0.734 0.828 d = lying 0.069 0.625 0.990 0.766 e = sitting 0.032 0.743 0.730 0.736 f = standing 0.001 0.995 0.835 0.908 g = running 0.019 0.849 0.722 0.781 h = walking ------------------------------------------------------- 0.034 0.798 0.773 0.777 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.037 0.718 0.811 0.762 a = climbing down 0.025 0.766 0.576 0.657 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.062 0.634 0.724 0.676 d = lying 0.072 0.652 0.965 0.778 e = sitting 0.043 0.676 0.569 0.618 f = standing 0.003 0.988 0.734 0.842 g = running 0.065 0.668 0.764 0.713 h = walking ------------------------------------------------------- 0.039 0.758 0.735 0.735 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.091 0.546 0.808 0.652 a = climbing down 0.101 0.395 0.447 0.420 b = climbing up 0.000 0.600 1.000 0.750 c = jumping 0.004 0.977 0.913 0.944 d = lying 0.022 0.866 0.968 0.914 e = sitting 0.016 0.904 0.876 0.890 f = standing 0.002 0.992 0.998 0.995 g = running 0.041 0.482 0.228 0.309 h = walking ------------------------------------------------------- 0.036 0.758 0.759 0.748 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.671 0.499 0.573 a = climbing down 0.056 0.697 0.764 0.729 b = climbing up 0.003 0.836 0.992 0.907 c = jumping 0.007 0.956 0.854 0.902 d = lying 0.029 0.781 0.747 0.764 e = sitting 0.059 0.690 0.815 0.747 f = standing 0.001 0.993 0.941 0.966 g = running 0.063 0.666 0.747 0.704 h = walking ------------------------------------------------------- 0.034 0.792 0.785 0.785 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.743 0.844 0.791 a = climbing down 0.017 0.880 0.454 0.599 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.062 0.511 0.425 0.464 d = lying 0.052 0.719 0.911 0.804 e = sitting 0.146 0.341 0.489 0.402 f = standing 0.025 0.859 0.981 0.916 g = running 0.048 0.748 0.871 0.805 h = walking ------------------------------------------------------- 0.051 0.707 0.670 0.659 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.981 0.657 0.787 a = climbing down 0.030 0.789 0.826 0.807 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.975 0.977 0.976 d = lying 0.035 0.790 0.895 0.839 e = sitting 0.026 0.850 0.852 0.851 f = standing 0.000 0.999 0.903 0.949 g = running 0.053 0.742 0.902 0.814 h = walking ------------------------------------------------------- 0.020 0.883 0.871 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.063 0.554 0.882 0.680 a = climbing down 0.073 0.388 0.444 0.414 b = climbing up 0.000 1.000 0.255 0.406 c = jumping 0.044 0.768 0.725 0.746 d = lying 0.027 0.832 0.678 0.747 e = sitting 0.070 0.666 0.846 0.745 f = standing 0.025 0.886 0.993 0.937 g = running 0.030 0.745 0.452 0.562 h = walking ------------------------------------------------------- 0.043 0.732 0.710 0.704 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.839 0.496 0.623 a = climbing down 0.076 0.601 0.726 0.658 b = climbing up 0.000 0.980 0.938 0.958 c = jumping 0.004 0.973 0.815 0.887 d = lying 0.057 0.687 0.846 0.758 e = sitting 0.039 0.755 0.711 0.732 f = standing 0.006 0.968 0.985 0.976 g = running 0.054 0.724 0.830 0.773 h = walking ------------------------------------------------------- 0.034 0.802 0.786 0.785 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.089 0.541 0.902 0.676 a = climbing down 0.021 0.808 0.562 0.663 b = climbing up 0.000 0.980 0.805 0.884 c = jumping 0.000 0.997 0.987 0.992 d = lying 0.043 0.710 0.683 0.696 e = sitting 0.053 0.686 0.735 0.710 f = standing 0.004 0.980 0.996 0.988 g = running 0.012 0.921 0.742 0.821 h = walking ------------------------------------------------------- 0.028 0.828 0.805 0.807 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.564 0.078 0.138 a = climbing down 0.244 0.383 0.912 0.539 b = climbing up 0.001 0.972 0.951 0.962 c = jumping 0.043 0.801 0.903 0.849 d = lying 0.042 0.596 0.476 0.529 e = sitting 0.067 0.580 0.594 0.587 f = standing 0.000 1.000 0.991 0.996 g = running 0.022 0.606 0.193 0.293 h = walking ------------------------------------------------------- 0.060 0.670 0.633 0.599 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.241 0.204 0.893 0.332 a = climbing down 0.003 0.837 0.086 0.156 b = climbing up 0.006 0.758 1.000 0.863 c = jumping 0.000 0.996 0.226 0.369 d = lying 0.131 0.568 0.992 0.722 e = sitting 0.141 0.221 0.249 0.234 f = standing 0.019 0.905 0.962 0.932 g = running 0.025 0.660 0.227 0.338 h = walking ------------------------------------------------------- 0.062 0.675 0.496 0.463 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.760 0.751 0.755 a = climbing down 0.030 0.764 0.623 0.686 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.021 0.883 0.894 0.889 d = lying 0.011 0.720 0.181 0.290 e = sitting 0.131 0.551 0.905 0.685 f = standing 0.000 0.998 0.972 0.985 g = running 0.054 0.744 0.887 0.809 h = walking ------------------------------------------------------- 0.039 0.782 0.765 0.744 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.035 0.414 0.177 0.248 a = climbing down 0.223 0.409 0.952 0.573 b = climbing up 0.000 0.983 0.788 0.875 c = jumping 0.041 0.818 0.963 0.884 d = lying 0.034 0.364 0.157 0.219 e = sitting 0.081 0.596 0.740 0.661 f = standing 0.005 0.968 0.794 0.872 g = running 0.018 0.790 0.372 0.506 h = walking ------------------------------------------------------- 0.061 0.652 0.623 0.597 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.067 0.678 0.915 0.779 a = climbing down 0.013 0.274 0.167 0.207 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.017 0.928 0.955 0.941 d = lying 0.011 0.950 0.937 0.944 e = sitting 0.012 0.936 0.872 0.903 f = standing 0.009 0.928 1.000 0.962 g = running 0.015 0.913 0.730 0.811 h = walking ------------------------------------------------------- 0.020 0.880 0.876 0.873 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.896 0.933 0.914 a = climbing down 0.031 0.808 0.859 0.833 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.060 0.708 0.870 0.781 d = lying 0.023 0.863 0.968 0.912 e = sitting 0.022 0.824 0.623 0.709 f = standing 0.005 0.974 0.889 0.930 g = running 0.019 0.893 0.827 0.859 h = walking ------------------------------------------------------- 0.024 0.858 0.852 0.851 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.147 0.376 0.594 0.460 a = climbing down 0.059 0.711 0.722 0.717 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.043 0.755 0.825 0.788 d = lying 0.104 0.518 0.988 0.680 e = sitting 0.014 0.816 0.421 0.555 f = standing 0.004 0.980 0.740 0.843 g = running 0.016 0.740 0.311 0.438 h = walking ------------------------------------------------------- 0.050 0.728 0.664 0.663 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.032 0.741 0.771 0.756 a = climbing down 0.039 0.747 0.841 0.791 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.021 0.845 0.765 0.803 d = lying 0.073 0.646 0.961 0.773 e = sitting 0.038 0.766 0.800 0.782 f = standing 0.004 0.982 0.737 0.842 g = running 0.022 0.857 0.775 0.814 h = walking ------------------------------------------------------- 0.029 0.822 0.800 0.802 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.653 0.616 0.634 a = climbing down 0.188 0.362 0.733 0.485 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.024 0.873 0.844 0.858 d = lying 0.033 0.799 0.904 0.848 e = sitting 0.029 0.815 0.755 0.784 f = standing 0.000 0.999 0.992 0.996 g = running 0.015 0.319 0.043 0.075 h = walking ------------------------------------------------------- 0.044 0.705 0.708 0.683 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.150 0.357 0.660 0.464 a = climbing down 0.044 0.644 0.490 0.557 b = climbing up 0.000 0.977 0.977 0.977 c = jumping 0.033 0.785 0.729 0.756 d = lying 0.046 0.700 0.758 0.728 e = sitting 0.067 0.604 0.591 0.598 f = standing 0.003 0.984 0.951 0.967 g = running 0.034 0.690 0.442 0.539 h = walking ------------------------------------------------------- 0.049 0.703 0.670 0.676 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.034 0.720 0.831 0.772 a = climbing down 0.041 0.772 0.490 0.599 b = climbing up 0.000 1.000 0.287 0.446 c = jumping 0.040 0.579 0.421 0.487 d = lying 0.043 0.757 0.896 0.821 e = sitting 0.141 0.437 0.696 0.537 f = standing 0.017 0.899 0.965 0.931 g = running 0.027 0.834 0.822 0.828 h = walking ------------------------------------------------------- 0.048 0.728 0.704 0.698 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.805 0.826 0.816 a = climbing down 0.033 0.743 0.708 0.725 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.017 0.908 0.977 0.941 d = lying 0.041 0.773 0.957 0.855 e = sitting 0.010 0.923 0.712 0.804 f = standing 0.006 0.974 0.954 0.964 g = running 0.035 0.798 0.810 0.804 h = walking ------------------------------------------------------- 0.022 0.860 0.855 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.523 0.813 0.636 a = climbing down 0.007 0.746 0.165 0.270 b = climbing up 0.000 1.000 0.573 0.729 c = jumping 0.033 0.778 0.585 0.668 d = lying 0.026 0.838 0.680 0.751 e = sitting 0.109 0.551 0.834 0.664 f = standing 0.024 0.890 0.998 0.941 g = running 0.057 0.752 0.906 0.821 h = walking ------------------------------------------------------- 0.044 0.751 0.724 0.703 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.583 0.707 a = climbing down 0.081 0.661 0.927 0.772 b = climbing up 0.000 0.993 0.856 0.919 c = jumping 0.006 0.955 0.665 0.784 d = lying 0.028 0.816 0.871 0.843 e = sitting 0.072 0.654 0.815 0.726 f = standing 0.004 0.980 0.983 0.981 g = running 0.023 0.847 0.771 0.807 h = walking ------------------------------------------------------- 0.032 0.834 0.809 0.808 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.882 0.906 a = climbing down 0.037 0.790 0.931 0.854 b = climbing up 0.000 0.993 0.792 0.881 c = jumping 0.008 0.957 0.954 0.956 d = lying 0.060 0.660 0.782 0.716 e = sitting 0.037 0.738 0.609 0.667 f = standing 0.006 0.965 0.998 0.981 g = running 0.010 0.941 0.839 0.887 h = walking ------------------------------------------------------- 0.023 0.862 0.856 0.856 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.100 0.455 0.694 0.550 a = climbing down 0.103 0.497 0.649 0.563 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.002 0.991 0.851 0.916 d = lying 0.143 0.453 0.956 0.615 e = sitting 0.028 0.615 0.234 0.339 f = standing 0.001 0.996 0.993 0.994 g = running 0.029 0.488 0.164 0.245 h = walking ------------------------------------------------------- 0.049 0.676 0.645 0.620 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.245 0.166 0.707 0.269 a = climbing down 0.001 0.937 0.124 0.219 b = climbing up 0.000 1.000 0.879 0.935 c = jumping 0.002 0.990 0.934 0.961 d = lying 0.146 0.533 0.993 0.694 e = sitting 0.008 0.840 0.217 0.345 f = standing 0.042 0.808 0.998 0.893 g = running 0.018 0.646 0.155 0.250 h = walking ------------------------------------------------------- 0.048 0.754 0.586 0.553 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.749 0.789 a = climbing down 0.057 0.635 0.666 0.650 b = climbing up 0.000 1.000 0.916 0.956 c = jumping 0.035 0.820 0.893 0.855 d = lying 0.011 0.846 0.430 0.570 e = sitting 0.095 0.603 0.791 0.685 f = standing 0.002 0.988 0.999 0.994 g = running 0.047 0.742 0.768 0.755 h = walking ------------------------------------------------------- 0.038 0.786 0.772 0.768 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.001 0.988 0.698 0.818 a = climbing down 0.058 0.712 0.914 0.800 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.016 0.579 0.119 0.197 d = lying 0.047 0.538 0.339 0.416 e = sitting 0.247 0.296 0.667 0.410 f = standing 0.002 0.991 0.994 0.992 g = running 0.021 0.883 0.889 0.886 h = walking ------------------------------------------------------- 0.054 0.717 0.663 0.649 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.094 0.614 0.967 0.751 a = climbing down 0.011 0.510 0.392 0.444 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.017 0.931 0.987 0.958 e = sitting 0.004 0.977 0.914 0.944 f = standing 0.002 0.983 0.998 0.991 g = running 0.004 0.971 0.575 0.723 h = walking ------------------------------------------------------- 0.018 0.910 0.885 0.883 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.950 0.923 a = climbing down 0.071 0.630 0.794 0.702 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.064 0.718 0.986 0.831 d = lying 0.015 0.870 0.675 0.760 e = sitting 0.045 0.709 0.616 0.659 f = standing 0.008 0.961 0.939 0.950 g = running 0.025 0.821 0.612 0.701 h = walking ------------------------------------------------------- 0.034 0.806 0.794 0.791 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.051 0.659 0.655 0.657 a = climbing down 0.065 0.723 0.861 0.786 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.952 0.811 0.876 d = lying 0.049 0.688 0.943 0.796 e = sitting 0.037 0.743 0.833 0.786 f = standing 0.001 0.994 0.816 0.896 g = running 0.007 0.940 0.758 0.839 h = walking ------------------------------------------------------- 0.029 0.833 0.812 0.815 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.022 0.808 0.810 0.809 a = climbing down 0.040 0.750 0.866 0.804 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.042 0.738 0.804 0.770 d = lying 0.051 0.721 0.929 0.812 e = sitting 0.037 0.738 0.677 0.706 f = standing 0.002 0.991 0.821 0.898 g = running 0.021 0.861 0.773 0.814 h = walking ------------------------------------------------------- 0.027 0.824 0.812 0.814 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.690 0.832 0.754 a = climbing down 0.084 0.456 0.509 0.481 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.017 0.909 0.942 0.925 d = lying 0.043 0.755 0.787 0.771 e = sitting 0.044 0.731 0.668 0.698 f = standing 0.001 0.996 1.000 0.998 g = running 0.043 0.623 0.456 0.527 h = walking ------------------------------------------------------- 0.037 0.757 0.758 0.754 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.136 0.390 0.681 0.496 a = climbing down 0.064 0.660 0.757 0.705 b = climbing up 0.003 0.837 1.000 0.911 c = jumping 0.003 0.971 0.640 0.772 d = lying 0.068 0.592 0.687 0.636 e = sitting 0.099 0.507 0.618 0.557 f = standing 0.000 1.000 0.916 0.956 g = running 0.024 0.603 0.213 0.315 h = walking ------------------------------------------------------- 0.051 0.697 0.654 0.650 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.884 0.798 0.839 a = climbing down 0.036 0.814 0.558 0.662 b = climbing up 0.000 1.000 0.523 0.687 c = jumping 0.046 0.608 0.548 0.577 d = lying 0.035 0.785 0.845 0.814 e = sitting 0.128 0.464 0.710 0.561 f = standing 0.015 0.911 0.979 0.944 g = running 0.032 0.828 0.872 0.849 h = walking ------------------------------------------------------- 0.043 0.765 0.741 0.742 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.955 0.744 0.836 a = climbing down 0.019 0.829 0.694 0.755 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.007 0.958 0.979 0.968 d = lying 0.057 0.671 0.676 0.673 e = sitting 0.067 0.665 0.796 0.724 f = standing 0.000 0.998 0.812 0.896 g = running 0.061 0.723 0.946 0.820 h = walking ------------------------------------------------------- 0.030 0.833 0.815 0.817 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.552 0.908 0.687 a = climbing down 0.042 0.472 0.369 0.414 b = climbing up 0.000 1.000 0.607 0.755 c = jumping 0.011 0.931 0.752 0.832 d = lying 0.024 0.702 0.268 0.388 e = sitting 0.177 0.451 0.902 0.602 f = standing 0.019 0.912 0.990 0.950 g = running 0.026 0.826 0.634 0.717 h = walking ------------------------------------------------------- 0.047 0.733 0.684 0.672 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.915 0.652 0.762 a = climbing down 0.100 0.585 0.916 0.714 b = climbing up 0.000 0.992 0.781 0.874 c = jumping 0.004 0.979 0.905 0.941 d = lying 0.057 0.656 0.764 0.706 e = sitting 0.050 0.709 0.677 0.693 f = standing 0.005 0.971 0.990 0.981 g = running 0.016 0.859 0.600 0.707 h = walking ------------------------------------------------------- 0.033 0.820 0.793 0.795 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.911 0.883 0.897 a = climbing down 0.039 0.786 0.912 0.844 b = climbing up 0.000 0.991 0.911 0.949 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.089 0.606 0.873 0.716 e = sitting 0.022 0.758 0.441 0.558 f = standing 0.003 0.985 0.998 0.992 g = running 0.010 0.939 0.814 0.872 h = walking ------------------------------------------------------- 0.023 0.863 0.850 0.846 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.922 0.566 0.701 a = climbing down 0.129 0.551 0.933 0.693 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.987 0.954 0.970 d = lying 0.115 0.514 0.938 0.664 e = sitting 0.013 0.695 0.195 0.305 f = standing 0.002 0.990 0.999 0.994 g = running 0.023 0.799 0.518 0.629 h = walking ------------------------------------------------------- 0.038 0.796 0.748 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.280 0.167 0.842 0.279 a = climbing down 0.004 0.924 0.283 0.433 b = climbing up 0.001 0.970 0.970 0.970 c = jumping 0.000 0.999 0.934 0.965 d = lying 0.127 0.566 0.920 0.701 e = sitting 0.023 0.591 0.214 0.314 f = standing 0.023 0.886 0.996 0.938 g = running 0.002 0.583 0.016 0.032 h = walking ------------------------------------------------------- 0.045 0.726 0.585 0.551 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.859 0.820 0.839 a = climbing down 0.021 0.837 0.724 0.777 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.943 0.823 0.879 d = lying 0.038 0.732 0.717 0.724 e = sitting 0.063 0.688 0.784 0.733 f = standing 0.002 0.990 1.000 0.995 g = running 0.035 0.826 0.943 0.881 h = walking ------------------------------------------------------- 0.026 0.846 0.841 0.841 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.115 0.502 0.842 0.629 a = climbing down 0.184 0.487 0.949 0.644 b = climbing up 0.005 0.806 0.986 0.887 c = jumping 0.007 0.962 0.983 0.972 d = lying 0.083 0.324 0.324 0.324 e = sitting 0.081 0.409 0.378 0.393 f = standing 0.002 0.981 0.520 0.680 g = running 0.002 0.484 0.012 0.024 h = walking ------------------------------------------------------- 0.064 0.615 0.585 0.536 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.254 0.325 0.884 0.475 a = climbing down 0.017 0.740 0.368 0.491 b = climbing up 0.002 0.920 0.903 0.911 c = jumping 0.068 0.675 0.902 0.772 d = lying 0.001 0.993 0.992 0.993 e = sitting 0.016 0.870 0.596 0.707 f = standing 0.005 0.973 0.985 0.979 g = running 0.003 0.050 0.001 0.002 h = walking ------------------------------------------------------- 0.046 0.672 0.680 0.643 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.124 0.480 0.865 0.617 a = climbing down 0.044 0.729 0.792 0.759 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.007 0.953 0.883 0.917 d = lying 0.015 0.914 0.951 0.932 e = sitting 0.023 0.843 0.931 0.885 f = standing 0.002 0.990 0.919 0.953 g = running 0.014 0.786 0.282 0.415 h = walking ------------------------------------------------------- 0.029 0.832 0.799 0.790 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.554 0.223 0.318 a = climbing down 0.108 0.631 0.954 0.759 b = climbing up 0.000 0.993 0.953 0.973 c = jumping 0.006 0.955 0.787 0.863 d = lying 0.082 0.581 0.988 0.732 e = sitting 0.028 0.801 0.764 0.782 f = standing 0.002 0.987 0.725 0.836 g = running 0.043 0.716 0.762 0.738 h = walking ------------------------------------------------------- 0.040 0.767 0.742 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.176 0.376 0.867 0.525 a = climbing down 0.025 0.820 0.816 0.818 b = climbing up 0.000 0.933 0.093 0.169 c = jumping 0.018 0.843 0.612 0.709 d = lying 0.076 0.610 0.924 0.735 e = sitting 0.052 0.643 0.664 0.653 f = standing 0.030 0.891 0.825 0.857 g = running 0.014 0.199 0.020 0.037 h = walking ------------------------------------------------------- 0.049 0.653 0.657 0.622 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.833 0.754 0.792 a = climbing down 0.095 0.541 0.778 0.638 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.069 0.697 0.869 0.773 d = lying 0.016 0.897 0.971 0.933 e = sitting 0.023 0.794 0.517 0.626 f = standing 0.001 0.994 0.992 0.993 g = running 0.030 0.777 0.570 0.658 h = walking ------------------------------------------------------- 0.032 0.692 0.681 0.677 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.175 0.401 0.797 0.534 a = climbing down 0.027 0.761 0.515 0.615 b = climbing up 0.001 0.970 1.000 0.985 c = jumping 0.016 0.879 0.852 0.865 d = lying 0.019 0.865 0.804 0.833 e = sitting 0.048 0.748 0.824 0.784 f = standing 0.001 0.993 0.969 0.981 g = running 0.019 0.731 0.319 0.444 h = walking ------------------------------------------------------- 0.041 0.780 0.735 0.734 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.678 0.691 0.684 a = climbing down 0.032 0.862 0.631 0.729 b = climbing up 0.001 0.941 0.898 0.919 c = jumping 0.060 0.632 0.739 0.682 d = lying 0.028 0.848 0.981 0.910 e = sitting 0.090 0.527 0.638 0.577 f = standing 0.010 0.925 0.791 0.853 g = running 0.025 0.852 0.924 0.887 h = walking ------------------------------------------------------- 0.038 0.780 0.764 0.765 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.057 0.645 0.776 0.705 a = climbing down 0.049 0.704 0.843 0.767 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.017 0.909 0.969 0.938 d = lying 0.044 0.767 0.960 0.853 e = sitting 0.014 0.890 0.846 0.868 f = standing 0.003 0.984 0.789 0.876 g = running 0.020 0.841 0.592 0.695 h = walking ------------------------------------------------------- 0.026 0.838 0.823 0.822 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.148 0.339 0.625 0.439 a = climbing down 0.012 0.752 0.306 0.435 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.084 0.462 0.408 0.433 d = lying 0.016 0.876 0.610 0.719 e = sitting 0.136 0.409 0.593 0.484 f = standing 0.050 0.787 0.995 0.879 g = running 0.020 0.821 0.491 0.615 h = walking ------------------------------------------------------- 0.062 0.658 0.595 0.597 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.685 0.615 0.648 a = climbing down 0.069 0.675 0.813 0.738 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.013 0.862 0.500 0.633 d = lying 0.041 0.778 0.884 0.828 e = sitting 0.077 0.527 0.660 0.586 f = standing 0.009 0.952 0.998 0.974 g = running 0.047 0.738 0.676 0.706 h = walking ------------------------------------------------------- 0.040 0.760 0.747 0.744 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.940 0.624 0.750 a = climbing down 0.051 0.737 0.930 0.822 b = climbing up 0.000 0.987 0.841 0.908 c = jumping 0.003 0.984 0.954 0.969 d = lying 0.041 0.752 0.830 0.789 e = sitting 0.032 0.793 0.745 0.769 f = standing 0.016 0.916 0.997 0.955 g = running 0.025 0.858 0.828 0.843 h = walking ------------------------------------------------------- 0.024 0.859 0.851 0.849 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.108 0.465 0.831 0.597 a = climbing down 0.087 0.571 0.799 0.666 b = climbing up 0.000 0.995 0.984 0.989 c = jumping 0.003 0.984 0.932 0.958 d = lying 0.059 0.727 0.801 0.762 e = sitting 0.031 0.766 0.606 0.676 f = standing 0.028 0.861 0.998 0.924 g = running 0.004 0.818 0.098 0.175 h = walking ------------------------------------------------------- 0.041 0.763 0.722 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.249 0.187 0.808 0.304 a = climbing down 0.004 0.935 0.410 0.570 b = climbing up 0.000 0.993 0.804 0.888 c = jumping 0.006 0.957 0.692 0.803 d = lying 0.054 0.753 0.970 0.848 e = sitting 0.047 0.740 0.759 0.749 f = standing 0.023 0.891 0.993 0.939 g = running 0.004 0.656 0.033 0.062 h = walking ------------------------------------------------------- 0.037 0.780 0.651 0.635 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.733 0.396 0.514 a = climbing down 0.215 0.405 0.940 0.566 b = climbing up 0.000 0.994 0.982 0.988 c = jumping 0.002 0.989 0.914 0.950 d = lying 0.017 0.833 0.576 0.681 e = sitting 0.076 0.656 0.913 0.763 f = standing 0.001 0.995 0.879 0.934 g = running 0.035 0.413 0.132 0.200 h = walking ------------------------------------------------------- 0.050 0.725 0.685 0.666 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.087 0.587 0.914 0.715 a = climbing down 0.099 0.604 0.852 0.707 b = climbing up 0.014 0.550 0.964 0.700 c = jumping 0.008 0.954 0.990 0.972 d = lying 0.102 0.410 0.446 0.427 e = sitting 0.080 0.319 0.261 0.287 f = standing 0.010 0.920 0.641 0.756 g = running 0.006 0.907 0.358 0.513 h = walking ------------------------------------------------------- 0.053 0.684 0.646 0.635 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.095 0.539 0.791 0.641 a = climbing down 0.054 0.603 0.596 0.599 b = climbing up 0.001 0.935 0.975 0.954 c = jumping 0.046 0.776 0.989 0.869 d = lying 0.002 0.991 0.979 0.985 e = sitting 0.002 0.980 0.701 0.818 f = standing 0.008 0.958 0.991 0.974 g = running 0.021 0.819 0.507 0.626 h = walking ------------------------------------------------------- 0.029 0.825 0.802 0.799 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.057 0.652 0.873 0.746 a = climbing down 0.045 0.731 0.816 0.772 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.966 0.986 0.976 d = lying 0.017 0.895 0.917 0.906 e = sitting 0.003 0.971 0.853 0.908 f = standing 0.014 0.937 0.983 0.959 g = running 0.017 0.865 0.575 0.691 h = walking ------------------------------------------------------- 0.021 0.871 0.861 0.859 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.738 0.448 0.558 a = climbing down 0.162 0.539 0.954 0.689 b = climbing up 0.000 0.977 0.970 0.974 c = jumping 0.003 0.976 0.847 0.907 d = lying 0.049 0.697 0.955 0.806 e = sitting 0.025 0.795 0.751 0.772 f = standing 0.001 0.994 0.817 0.897 g = running 0.016 0.817 0.480 0.605 h = walking ------------------------------------------------------- 0.041 0.805 0.760 0.758 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.143 0.424 0.882 0.573 a = climbing down 0.028 0.800 0.801 0.800 b = climbing up 0.000 1.000 0.490 0.658 c = jumping 0.027 0.806 0.751 0.778 d = lying 0.080 0.585 0.854 0.694 e = sitting 0.063 0.604 0.670 0.635 f = standing 0.012 0.948 0.719 0.817 g = running 0.021 0.567 0.155 0.243 h = walking ------------------------------------------------------- 0.045 0.714 0.672 0.658 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.029 0.769 0.778 0.774 a = climbing down 0.059 0.643 0.784 0.707 b = climbing up 0.000 0.992 0.910 0.949 c = jumping 0.016 0.908 0.939 0.923 d = lying 0.034 0.834 0.962 0.893 e = sitting 0.011 0.916 0.733 0.814 f = standing 0.002 0.988 0.999 0.993 g = running 0.026 0.817 0.670 0.736 h = walking ------------------------------------------------------- 0.024 0.852 0.845 0.844 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.182 0.402 0.816 0.538 a = climbing down 0.014 0.870 0.579 0.695 b = climbing up 0.006 0.769 0.994 0.867 c = jumping 0.009 0.939 0.970 0.954 d = lying 0.035 0.760 0.743 0.751 e = sitting 0.043 0.748 0.784 0.765 f = standing 0.002 0.992 0.911 0.950 g = running 0.047 0.253 0.097 0.141 h = walking ------------------------------------------------------- 0.044 0.719 0.706 0.694 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.709 0.755 0.732 a = climbing down 0.033 0.845 0.589 0.694 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.055 0.637 0.684 0.660 d = lying 0.033 0.827 0.988 0.900 e = sitting 0.085 0.591 0.763 0.666 f = standing 0.004 0.970 0.841 0.901 g = running 0.024 0.858 0.906 0.881 h = walking ------------------------------------------------------- 0.036 0.793 0.777 0.776 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.744 0.839 a = climbing down 0.082 0.604 0.900 0.723 b = climbing up 0.000 0.993 0.848 0.915 c = jumping 0.013 0.930 0.994 0.961 d = lying 0.050 0.773 0.924 0.842 e = sitting 0.021 0.829 0.795 0.812 f = standing 0.005 0.976 0.806 0.883 g = running 0.016 0.880 0.675 0.764 h = walking ------------------------------------------------------- 0.026 0.860 0.836 0.838 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.039 0.706 0.811 0.755 a = climbing down 0.026 0.712 0.643 0.676 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.002 0.982 0.705 0.821 d = lying 0.039 0.779 0.685 0.729 e = sitting 0.094 0.600 0.878 0.713 f = standing 0.015 0.927 0.992 0.958 g = running 0.009 0.945 0.839 0.889 h = walking ------------------------------------------------------- 0.030 0.828 0.805 0.808 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.908 0.635 0.747 a = climbing down 0.036 0.733 0.632 0.679 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.004 0.976 0.883 0.927 d = lying 0.040 0.803 0.910 0.853 e = sitting 0.025 0.794 0.739 0.765 f = standing 0.003 0.985 0.970 0.977 g = running 0.084 0.684 0.928 0.787 h = walking ------------------------------------------------------- 0.029 0.842 0.830 0.829 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.793 0.790 0.791 a = climbing down 0.030 0.798 0.771 0.784 b = climbing up 0.000 0.983 0.951 0.967 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.057 0.746 0.931 0.828 e = sitting 0.015 0.868 0.642 0.738 f = standing 0.001 0.993 0.997 0.995 g = running 0.026 0.862 0.885 0.873 h = walking ------------------------------------------------------- 0.021 0.872 0.868 0.866 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.802 0.600 0.686 a = climbing down 0.108 0.569 0.872 0.689 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.001 0.991 0.979 0.985 d = lying 0.071 0.708 0.938 0.807 e = sitting 0.009 0.881 0.463 0.607 f = standing 0.011 0.943 0.997 0.969 g = running 0.034 0.746 0.524 0.615 h = walking ------------------------------------------------------- 0.036 0.809 0.786 0.778 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.204 0.179 0.661 0.282 a = climbing down 0.004 0.942 0.468 0.625 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.002 0.991 0.928 0.958 d = lying 0.012 0.938 0.973 0.955 e = sitting 0.010 0.940 0.962 0.951 f = standing 0.052 0.787 0.998 0.880 g = running 0.001 0.976 0.158 0.272 h = walking ------------------------------------------------------- 0.025 0.883 0.741 0.740 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.003 0.355 0.012 0.023 a = climbing down 0.299 0.329 0.979 0.492 b = climbing up 0.001 0.915 0.610 0.732 c = jumping 0.014 0.922 0.980 0.950 d = lying 0.046 0.625 0.460 0.530 e = sitting 0.082 0.589 0.752 0.661 f = standing 0.009 0.950 0.914 0.932 g = running 0.005 0.606 0.045 0.084 h = walking ------------------------------------------------------- 0.061 0.648 0.602 0.544 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.094 0.533 0.816 0.645 a = climbing down 0.139 0.543 0.954 0.692 b = climbing up 0.020 0.480 1.000 0.649 c = jumping 0.018 0.906 0.990 0.946 d = lying 0.071 0.430 0.304 0.356 e = sitting 0.103 0.386 0.461 0.420 f = standing 0.004 0.944 0.395 0.557 g = running 0.005 0.914 0.299 0.450 h = walking ------------------------------------------------------- 0.059 0.672 0.605 0.583 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.266 0.337 0.975 0.501 a = climbing down 0.002 0.944 0.245 0.389 b = climbing up 0.004 0.839 0.976 0.902 c = jumping 0.129 0.536 0.942 0.683 d = lying 0.003 0.985 0.981 0.983 e = sitting 0.009 0.822 0.239 0.370 f = standing 0.004 0.976 0.974 0.975 g = running 0.006 0.406 0.022 0.041 h = walking ------------------------------------------------------- 0.053 0.723 0.631 0.576 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.064 0.671 0.970 0.793 a = climbing down 0.075 0.620 0.808 0.702 b = climbing up 0.003 0.877 1.000 0.935 c = jumping 0.016 0.910 0.976 0.942 d = lying 0.028 0.840 0.976 0.903 e = sitting 0.007 0.945 0.838 0.888 f = standing 0.001 0.994 0.869 0.927 g = running 0.007 0.910 0.378 0.534 h = walking ------------------------------------------------------- 0.026 0.852 0.824 0.814 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.036 0.453 0.190 0.268 a = climbing down 0.186 0.506 0.983 0.668 b = climbing up 0.000 1.000 0.826 0.904 c = jumping 0.012 0.914 0.844 0.877 d = lying 0.076 0.589 0.946 0.726 e = sitting 0.026 0.805 0.745 0.773 f = standing 0.004 0.977 0.701 0.816 g = running 0.004 0.950 0.512 0.665 h = walking ------------------------------------------------------- 0.049 0.756 0.705 0.693 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.151 0.409 0.856 0.554 a = climbing down 0.048 0.715 0.879 0.789 b = climbing up 0.000 1.000 0.377 0.548 c = jumping 0.013 0.910 0.823 0.864 d = lying 0.048 0.707 0.885 0.786 e = sitting 0.038 0.731 0.730 0.730 f = standing 0.017 0.940 0.894 0.917 g = running 0.004 0.675 0.042 0.079 h = walking ------------------------------------------------------- 0.039 0.760 0.721 0.685 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.833 0.826 0.830 a = climbing down 0.079 0.557 0.712 0.625 b = climbing up 0.002 0.927 0.988 0.956 c = jumping 0.040 0.793 0.911 0.848 d = lying 0.028 0.852 0.932 0.890 e = sitting 0.018 0.854 0.637 0.730 f = standing 0.001 0.995 0.984 0.990 g = running 0.027 0.801 0.630 0.706 h = walking ------------------------------------------------------- 0.029 0.822 0.812 0.812 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.160 0.422 0.781 0.548 a = climbing down 0.028 0.792 0.656 0.718 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.022 0.853 0.947 0.897 d = lying 0.030 0.800 0.802 0.801 e = sitting 0.036 0.781 0.747 0.764 f = standing 0.003 0.985 0.941 0.962 g = running 0.027 0.576 0.228 0.327 h = walking ------------------------------------------------------- 0.041 0.759 0.735 0.728 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.008 0.893 0.761 0.822 a = climbing down 0.023 0.896 0.633 0.742 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.030 0.731 0.629 0.677 d = lying 0.031 0.833 0.928 0.878 e = sitting 0.105 0.549 0.805 0.653 f = standing 0.002 0.987 0.977 0.982 g = running 0.031 0.824 0.938 0.877 h = walking ------------------------------------------------------- 0.033 0.825 0.803 0.804 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.877 0.822 0.849 a = climbing down 0.048 0.709 0.873 0.782 b = climbing up 0.000 0.988 0.936 0.961 c = jumping 0.011 0.940 0.974 0.957 d = lying 0.043 0.801 0.954 0.871 e = sitting 0.011 0.910 0.876 0.893 f = standing 0.002 0.990 0.821 0.898 g = running 0.016 0.896 0.784 0.836 h = walking ------------------------------------------------------- 0.020 0.884 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.084 0.545 0.847 0.663 a = climbing down 0.018 0.814 0.628 0.709 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.008 0.911 0.465 0.616 d = lying 0.027 0.842 0.744 0.790 e = sitting 0.124 0.524 0.881 0.657 f = standing 0.017 0.914 0.982 0.947 g = running 0.011 0.914 0.656 0.764 h = walking ------------------------------------------------------- 0.038 0.801 0.747 0.749 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.020 0.826 0.745 0.784 a = climbing down 0.033 0.790 0.698 0.741 b = climbing up 0.001 0.965 0.938 0.951 c = jumping 0.002 0.975 0.430 0.597 d = lying 0.053 0.747 0.971 0.845 e = sitting 0.077 0.548 0.721 0.623 f = standing 0.002 0.987 0.954 0.970 g = running 0.065 0.727 0.879 0.795 h = walking ------------------------------------------------------- 0.035 0.810 0.782 0.776 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.002 0.982 0.825 0.897 a = climbing down 0.028 0.825 0.891 0.857 b = climbing up 0.000 0.983 0.940 0.961 c = jumping 0.005 0.971 0.980 0.975 d = lying 0.046 0.770 0.935 0.845 e = sitting 0.012 0.900 0.688 0.780 f = standing 0.003 0.982 0.996 0.989 g = running 0.025 0.867 0.914 0.890 h = walking ------------------------------------------------------- 0.017 0.901 0.895 0.894 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.884 0.699 0.781 a = climbing down 0.060 0.683 0.879 0.769 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.995 0.948 0.971 d = lying 0.103 0.643 0.965 0.772 e = sitting 0.012 0.836 0.363 0.506 f = standing 0.004 0.976 0.998 0.987 g = running 0.030 0.820 0.754 0.786 h = walking ------------------------------------------------------- 0.033 0.834 0.812 0.801 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.243 0.110 0.436 0.176 a = climbing down 0.004 0.908 0.292 0.442 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.000 0.997 0.948 0.972 d = lying 0.035 0.839 0.976 0.902 e = sitting 0.005 0.965 0.831 0.893 f = standing 0.076 0.714 1.000 0.833 g = running 0.001 0.758 0.020 0.038 h = walking ------------------------------------------------------- 0.035 0.814 0.670 0.652 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.820 0.637 0.717 a = climbing down 0.091 0.552 0.780 0.646 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.002 0.985 0.947 0.966 d = lying 0.016 0.867 0.753 0.806 e = sitting 0.042 0.773 0.901 0.832 f = standing 0.001 0.992 0.988 0.990 g = running 0.041 0.743 0.635 0.685 h = walking ------------------------------------------------------- 0.029 0.829 0.814 0.816 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.021 0.811 0.678 0.739 a = climbing down 0.053 0.766 0.921 0.837 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.014 0.921 0.963 0.942 d = lying 0.093 0.343 0.410 0.373 e = sitting 0.068 0.565 0.467 0.511 f = standing 0.002 0.989 0.846 0.912 g = running 0.032 0.826 0.877 0.851 h = walking ------------------------------------------------------- 0.039 0.763 0.756 0.756 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.303 0.312 0.982 0.474 a = climbing down 0.002 0.794 0.054 0.101 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.000 0.998 0.976 0.987 d = lying 0.014 0.925 0.952 0.938 e = sitting 0.012 0.924 0.912 0.918 f = standing 0.029 0.861 1.000 0.925 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.045 0.602 0.609 0.543 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.128 0.463 0.907 0.613 a = climbing down 0.047 0.729 0.799 0.762 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.004 0.978 0.979 0.978 d = lying 0.020 0.881 0.908 0.894 e = sitting 0.019 0.873 0.958 0.914 f = standing 0.001 0.995 0.841 0.912 g = running 0.007 0.882 0.287 0.434 h = walking ------------------------------------------------------- 0.027 0.851 0.802 0.793 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.652 0.463 0.542 a = climbing down 0.103 0.640 0.924 0.756 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.006 0.956 0.856 0.903 d = lying 0.064 0.639 0.969 0.770 e = sitting 0.026 0.787 0.738 0.762 f = standing 0.001 0.996 0.740 0.849 g = running 0.028 0.787 0.695 0.738 h = walking ------------------------------------------------------- 0.036 0.797 0.770 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.095 0.504 0.850 0.633 a = climbing down 0.023 0.823 0.774 0.798 b = climbing up 0.000 1.000 0.174 0.296 c = jumping 0.045 0.712 0.768 0.739 d = lying 0.076 0.630 0.941 0.755 e = sitting 0.036 0.753 0.630 0.686 f = standing 0.021 0.913 0.774 0.837 g = running 0.022 0.773 0.454 0.572 h = walking ------------------------------------------------------- 0.040 0.759 0.723 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.671 0.718 0.694 a = climbing down 0.072 0.580 0.684 0.628 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.015 0.921 0.944 0.933 d = lying 0.013 0.910 0.936 0.923 e = sitting 0.017 0.892 0.841 0.866 f = standing 0.001 0.994 1.000 0.997 g = running 0.047 0.688 0.555 0.614 h = walking ------------------------------------------------------- 0.027 0.707 0.710 0.707 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.118 0.505 0.813 0.623 a = climbing down 0.014 0.741 0.232 0.353 b = climbing up 0.063 0.237 0.975 0.382 c = jumping 0.026 0.833 0.938 0.882 d = lying 0.029 0.750 0.576 0.652 e = sitting 0.067 0.633 0.707 0.668 f = standing 0.001 0.995 0.573 0.727 g = running 0.072 0.643 0.793 0.710 h = walking ------------------------------------------------------- 0.045 0.728 0.656 0.650 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.593 0.376 0.460 a = climbing down 0.072 0.699 0.561 0.622 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.078 0.579 0.750 0.654 d = lying 0.033 0.795 0.806 0.800 e = sitting 0.110 0.403 0.462 0.430 f = standing 0.014 0.914 0.966 0.939 g = running 0.031 0.816 0.878 0.846 h = walking ------------------------------------------------------- 0.054 0.698 0.693 0.690 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.975 0.629 0.765 a = climbing down 0.037 0.762 0.891 0.822 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.011 0.938 0.998 0.967 d = lying 0.084 0.607 0.913 0.729 e = sitting 0.022 0.859 0.705 0.774 f = standing 0.002 0.991 0.764 0.863 g = running 0.040 0.788 0.892 0.837 h = walking ------------------------------------------------------- 0.026 0.857 0.829 0.830 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.791 0.864 0.826 a = climbing down 0.042 0.673 0.845 0.749 b = climbing up 0.000 0.993 0.968 0.981 c = jumping 0.003 0.978 0.741 0.843 d = lying 0.027 0.842 0.734 0.784 e = sitting 0.084 0.652 0.912 0.760 f = standing 0.007 0.967 0.998 0.982 g = running 0.005 0.966 0.732 0.833 h = walking ------------------------------------------------------- 0.026 0.857 0.832 0.835 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.945 0.525 0.675 a = climbing down 0.030 0.714 0.501 0.589 b = climbing up 0.000 1.000 0.710 0.830 c = jumping 0.004 0.976 0.921 0.948 d = lying 0.048 0.748 0.900 0.817 e = sitting 0.023 0.838 0.715 0.772 f = standing 0.007 0.960 0.994 0.977 g = running 0.118 0.602 0.947 0.736 h = walking ------------------------------------------------------- 0.035 0.826 0.800 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.807 0.779 0.793 a = climbing down 0.053 0.727 0.848 0.783 b = climbing up 0.000 0.989 0.764 0.862 c = jumping 0.000 0.998 0.983 0.991 d = lying 0.089 0.569 0.768 0.654 e = sitting 0.038 0.641 0.437 0.520 f = standing 0.005 0.975 0.999 0.987 g = running 0.021 0.871 0.752 0.807 h = walking ------------------------------------------------------- 0.031 0.811 0.803 0.801 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.843 0.633 0.723 a = climbing down 0.125 0.534 0.934 0.680 b = climbing up 0.001 0.978 0.984 0.981 c = jumping 0.002 0.986 0.971 0.979 d = lying 0.062 0.711 0.811 0.758 e = sitting 0.032 0.703 0.536 0.608 f = standing 0.007 0.964 0.997 0.980 g = running 0.016 0.847 0.475 0.608 h = walking ------------------------------------------------------- 0.036 0.807 0.778 0.773 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.194 0.228 0.834 0.358 a = climbing down 0.001 0.976 0.383 0.550 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.000 1.000 0.831 0.908 d = lying 0.141 0.550 0.995 0.708 e = sitting 0.025 0.514 0.168 0.253 f = standing 0.027 0.876 0.998 0.933 g = running 0.011 0.852 0.311 0.455 h = walking ------------------------------------------------------- 0.043 0.768 0.643 0.632 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.894 0.625 0.735 a = climbing down 0.073 0.629 0.812 0.709 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.013 0.927 0.991 0.958 d = lying 0.014 0.757 0.305 0.435 e = sitting 0.094 0.613 0.903 0.730 f = standing 0.005 0.975 0.959 0.967 g = running 0.052 0.735 0.745 0.740 h = walking ------------------------------------------------------- 0.037 0.796 0.777 0.765 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.077 0.535 0.684 0.601 a = climbing down 0.139 0.560 0.964 0.708 b = climbing up 0.001 0.974 0.987 0.980 c = jumping 0.009 0.948 0.991 0.969 d = lying 0.058 0.377 0.303 0.336 e = sitting 0.084 0.591 0.648 0.618 f = standing 0.001 0.989 0.549 0.706 g = running 0.011 0.875 0.420 0.567 h = walking ------------------------------------------------------- 0.053 0.719 0.672 0.664 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.255 0.349 0.961 0.512 a = climbing down 0.004 0.915 0.359 0.516 b = climbing up 0.000 1.000 0.698 0.822 c = jumping 0.026 0.836 0.860 0.848 d = lying 0.011 0.942 0.974 0.958 e = sitting 0.025 0.850 0.789 0.818 f = standing 0.009 0.953 1.000 0.976 g = running 0.004 0.133 0.003 0.007 h = walking ------------------------------------------------------- 0.043 0.717 0.709 0.671 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.166 0.435 0.954 0.598 a = climbing down 0.024 0.813 0.662 0.730 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.048 0.760 0.915 0.831 d = lying 0.037 0.771 0.821 0.795 e = sitting 0.045 0.645 0.610 0.627 f = standing 0.001 0.994 0.805 0.889 g = running 0.004 0.923 0.259 0.405 h = walking ------------------------------------------------------- 0.041 0.788 0.716 0.707 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.092 0.463 0.502 0.481 a = climbing down 0.076 0.704 0.939 0.805 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.006 0.954 0.844 0.896 d = lying 0.096 0.541 0.989 0.700 e = sitting 0.022 0.841 0.763 0.800 f = standing 0.002 0.987 0.673 0.801 g = running 0.020 0.737 0.387 0.508 h = walking ------------------------------------------------------- 0.041 0.770 0.728 0.726 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.214 0.212 0.488 0.295 a = climbing down 0.117 0.412 0.608 0.491 b = climbing up 0.016 0.090 0.081 0.085 c = jumping 0.100 0.555 0.830 0.665 d = lying 0.120 0.495 0.864 0.629 e = sitting 0.032 0.670 0.397 0.498 f = standing 0.021 0.778 0.267 0.398 g = running 0.001 0.333 0.003 0.006 h = walking ------------------------------------------------------- 0.074 0.519 0.452 0.412 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.761 0.776 0.768 a = climbing down 0.091 0.500 0.630 0.557 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.024 0.876 0.915 0.895 d = lying 0.017 0.885 0.932 0.908 e = sitting 0.021 0.861 0.770 0.813 f = standing 0.002 0.991 0.993 0.992 g = running 0.040 0.725 0.569 0.638 h = walking ------------------------------------------------------- 0.031 0.809 0.802 0.802 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.148 0.418 0.719 0.529 a = climbing down 0.030 0.773 0.623 0.690 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.025 0.829 0.899 0.863 d = lying 0.025 0.820 0.747 0.782 e = sitting 0.049 0.726 0.759 0.742 f = standing 0.001 0.994 0.952 0.973 g = running 0.040 0.556 0.309 0.397 h = walking ------------------------------------------------------- 0.043 0.745 0.724 0.723 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.044 0.584 0.727 0.647 a = climbing down 0.021 0.897 0.544 0.677 b = climbing up 0.000 1.000 0.943 0.970 c = jumping 0.031 0.735 0.677 0.705 d = lying 0.036 0.793 0.872 0.831 e = sitting 0.107 0.529 0.757 0.623 f = standing 0.011 0.919 0.830 0.872 g = running 0.044 0.769 0.939 0.846 h = walking ------------------------------------------------------- 0.039 0.777 0.746 0.745 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.874 0.835 0.854 a = climbing down 0.028 0.772 0.723 0.747 b = climbing up 0.000 1.000 0.743 0.852 c = jumping 0.013 0.926 0.982 0.953 d = lying 0.080 0.630 0.949 0.758 e = sitting 0.015 0.895 0.704 0.788 f = standing 0.007 0.963 0.772 0.857 g = running 0.036 0.805 0.880 0.841 h = walking ------------------------------------------------------- 0.026 0.851 0.831 0.832 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.079 0.554 0.769 0.644 a = climbing down 0.058 0.602 0.720 0.656 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.005 0.911 0.290 0.440 d = lying 0.041 0.761 0.695 0.726 e = sitting 0.152 0.487 0.866 0.623 f = standing 0.013 0.936 0.992 0.963 g = running 0.004 0.961 0.525 0.679 h = walking ------------------------------------------------------- 0.047 0.766 0.695 0.686 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.806 0.703 0.751 a = climbing down 0.035 0.782 0.706 0.742 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.001 0.984 0.479 0.644 d = lying 0.022 0.857 0.867 0.862 e = sitting 0.104 0.576 0.876 0.695 f = standing 0.005 0.970 0.991 0.980 g = running 0.060 0.730 0.869 0.793 h = walking ------------------------------------------------------- 0.035 0.819 0.787 0.784 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.959 0.846 0.899 a = climbing down 0.039 0.793 0.930 0.856 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.005 0.974 0.985 0.979 d = lying 0.063 0.648 0.783 0.709 e = sitting 0.034 0.740 0.586 0.654 f = standing 0.004 0.979 0.998 0.989 g = running 0.013 0.921 0.859 0.889 h = walking ------------------------------------------------------- 0.022 0.866 0.860 0.859 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.873 0.645 0.742 a = climbing down 0.076 0.644 0.949 0.768 b = climbing up 0.052 0.305 0.989 0.467 c = jumping 0.000 0.999 0.878 0.934 d = lying 0.036 0.783 0.674 0.724 e = sitting 0.080 0.636 0.800 0.709 f = standing 0.002 0.985 0.652 0.785 g = running 0.012 0.910 0.711 0.799 h = walking ------------------------------------------------------- 0.032 0.822 0.763 0.774 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.260 0.188 0.810 0.306 a = climbing down 0.005 0.852 0.211 0.338 b = climbing up 0.000 0.994 0.933 0.963 c = jumping 0.000 0.998 0.954 0.976 d = lying 0.172 0.488 0.993 0.654 e = sitting 0.003 0.840 0.091 0.165 f = standing 0.025 0.881 0.992 0.933 g = running 0.004 0.823 0.084 0.152 h = walking ------------------------------------------------------- 0.048 0.778 0.578 0.529 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.765 0.673 0.716 a = climbing down 0.055 0.615 0.603 0.609 b = climbing up 0.002 0.918 0.994 0.955 c = jumping 0.008 0.956 0.952 0.954 d = lying 0.010 0.825 0.341 0.482 e = sitting 0.102 0.591 0.903 0.714 f = standing 0.001 0.995 0.965 0.980 g = running 0.058 0.729 0.817 0.771 h = walking ------------------------------------------------------- 0.037 0.790 0.772 0.763 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.194 0.371 0.888 0.524 a = climbing down 0.047 0.713 0.657 0.684 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.018 0.900 0.972 0.935 d = lying 0.079 0.462 0.449 0.456 e = sitting 0.074 0.562 0.524 0.542 f = standing 0.010 0.926 0.714 0.806 g = running 0.010 0.741 0.172 0.280 h = walking ------------------------------------------------------- 0.057 0.684 0.624 0.614 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.236 0.364 0.964 0.528 a = climbing down 0.004 0.904 0.249 0.391 b = climbing up 0.020 0.516 1.000 0.681 c = jumping 0.004 0.973 0.989 0.981 d = lying 0.015 0.925 0.985 0.954 e = sitting 0.002 0.983 0.880 0.929 f = standing 0.002 0.986 0.872 0.925 g = running 0.011 0.757 0.189 0.303 h = walking ------------------------------------------------------- 0.035 0.842 0.740 0.724 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.931 0.925 a = climbing down 0.031 0.810 0.849 0.829 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.006 0.966 0.986 0.976 d = lying 0.009 0.942 0.941 0.942 e = sitting 0.008 0.941 0.922 0.931 f = standing 0.002 0.992 0.975 0.984 g = running 0.023 0.873 0.845 0.859 h = walking ------------------------------------------------------- 0.012 0.924 0.924 0.924 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.047 0.651 0.575 0.611 a = climbing down 0.137 0.575 0.953 0.718 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.004 0.969 0.866 0.914 d = lying 0.066 0.619 0.926 0.742 e = sitting 0.025 0.777 0.686 0.728 f = standing 0.002 0.991 0.825 0.900 g = running 0.006 0.888 0.329 0.480 h = walking ------------------------------------------------------- 0.040 0.799 0.752 0.746 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.692 0.744 0.717 a = climbing down 0.051 0.708 0.907 0.795 b = climbing up 0.000 1.000 0.431 0.603 c = jumping 0.038 0.752 0.798 0.775 d = lying 0.053 0.711 0.936 0.808 e = sitting 0.037 0.741 0.643 0.688 f = standing 0.015 0.944 0.859 0.900 g = running 0.013 0.894 0.655 0.756 h = walking ------------------------------------------------------- 0.032 0.802 0.787 0.785 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.613 0.770 0.682 a = climbing down 0.113 0.471 0.758 0.581 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.029 0.848 0.963 0.902 d = lying 0.019 0.861 0.668 0.752 e = sitting 0.065 0.665 0.738 0.699 f = standing 0.000 0.998 0.977 0.987 g = running 0.019 0.723 0.268 0.391 h = walking ------------------------------------------------------- 0.039 0.761 0.735 0.724 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.087 0.580 0.806 0.674 a = climbing down 0.022 0.794 0.546 0.647 b = climbing up 0.027 0.430 0.982 0.598 c = jumping 0.012 0.910 0.924 0.917 d = lying 0.037 0.748 0.610 0.672 e = sitting 0.083 0.588 0.750 0.659 f = standing 0.001 0.995 0.759 0.861 g = running 0.035 0.773 0.751 0.762 h = walking ------------------------------------------------------- 0.038 0.770 0.735 0.739 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.880 0.854 0.867 a = climbing down 0.043 0.834 0.713 0.769 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.040 0.683 0.661 0.672 d = lying 0.073 0.612 0.728 0.665 e = sitting 0.097 0.463 0.511 0.486 f = standing 0.003 0.979 0.951 0.965 g = running 0.028 0.829 0.851 0.840 h = walking ------------------------------------------------------- 0.043 0.760 0.749 0.752 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.854 0.892 a = climbing down 0.030 0.791 0.873 0.830 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.009 0.948 0.997 0.972 d = lying 0.069 0.688 0.863 0.766 e = sitting 0.026 0.831 0.738 0.782 f = standing 0.000 0.998 0.829 0.906 g = running 0.018 0.892 0.882 0.887 h = walking ------------------------------------------------------- 0.022 0.874 0.863 0.865 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.048 0.651 0.799 0.718 a = climbing down 0.072 0.481 0.686 0.566 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.001 0.992 0.786 0.877 d = lying 0.043 0.607 0.346 0.441 e = sitting 0.155 0.513 0.831 0.634 f = standing 0.027 0.875 0.984 0.926 g = running 0.007 0.921 0.438 0.593 h = walking ------------------------------------------------------- 0.049 0.742 0.696 0.689 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.732 0.818 a = climbing down 0.041 0.730 0.737 0.733 b = climbing up 0.000 1.000 0.764 0.866 c = jumping 0.004 0.978 0.943 0.960 d = lying 0.053 0.711 0.837 0.769 e = sitting 0.031 0.789 0.682 0.732 f = standing 0.006 0.966 0.996 0.981 g = running 0.050 0.766 0.881 0.820 h = walking ------------------------------------------------------- 0.027 0.842 0.835 0.835 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.857 0.928 0.891 a = climbing down 0.021 0.854 0.760 0.804 b = climbing up 0.000 0.969 0.512 0.670 c = jumping 0.003 0.982 0.983 0.983 d = lying 0.119 0.541 0.815 0.650 e = sitting 0.033 0.503 0.221 0.307 f = standing 0.009 0.952 0.997 0.974 g = running 0.030 0.850 0.889 0.869 h = walking ------------------------------------------------------- 0.033 0.798 0.801 0.786 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.906 0.561 0.693 a = climbing down 0.119 0.551 0.941 0.695 b = climbing up 0.001 0.958 0.979 0.968 c = jumping 0.002 0.988 0.972 0.980 d = lying 0.107 0.616 0.929 0.741 e = sitting 0.012 0.704 0.206 0.319 f = standing 0.002 0.990 0.991 0.991 g = running 0.019 0.864 0.612 0.717 h = walking ------------------------------------------------------- 0.039 0.807 0.770 0.752 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.072 0.347 0.578 0.434 a = climbing down 0.005 0.915 0.300 0.452 b = climbing up 0.001 0.957 0.815 0.880 c = jumping 0.000 0.998 0.927 0.961 d = lying 0.062 0.725 0.910 0.807 e = sitting 0.025 0.786 0.604 0.683 f = standing 0.063 0.748 0.995 0.854 g = running 0.023 0.894 0.952 0.922 h = walking ------------------------------------------------------- 0.032 0.818 0.781 0.768 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.810 0.806 0.808 a = climbing down 0.027 0.773 0.633 0.696 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.009 0.950 0.978 0.963 d = lying 0.048 0.690 0.755 0.721 e = sitting 0.032 0.781 0.702 0.739 f = standing 0.003 0.985 0.989 0.987 g = running 0.044 0.798 0.912 0.851 h = walking ------------------------------------------------------- 0.026 0.837 0.837 0.835 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.097 0.545 0.837 0.660 a = climbing down 0.127 0.575 0.927 0.710 b = climbing up 0.006 0.756 0.971 0.850 c = jumping 0.032 0.769 0.581 0.662 d = lying 0.071 0.347 0.306 0.325 e = sitting 0.130 0.337 0.440 0.382 f = standing 0.001 0.994 0.857 0.920 g = running 0.003 0.897 0.124 0.218 h = walking ------------------------------------------------------- 0.062 0.663 0.596 0.570 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.128 0.490 0.894 0.634 a = climbing down 0.012 0.859 0.546 0.668 b = climbing up 0.001 0.863 0.273 0.415 c = jumping 0.007 0.964 0.993 0.978 d = lying 0.002 0.986 0.977 0.982 e = sitting 0.005 0.970 0.945 0.957 f = standing 0.018 0.906 0.994 0.948 g = running 0.014 0.875 0.548 0.674 h = walking ------------------------------------------------------- 0.024 0.874 0.837 0.835 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.772 0.897 0.830 a = climbing down 0.031 0.802 0.844 0.822 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.018 0.899 0.992 0.943 d = lying 0.018 0.893 0.971 0.930 e = sitting 0.003 0.979 0.870 0.921 f = standing 0.001 0.993 0.918 0.954 g = running 0.022 0.860 0.737 0.794 h = walking ------------------------------------------------------- 0.017 0.895 0.891 0.891 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.711 0.289 0.411 a = climbing down 0.145 0.556 0.943 0.699 b = climbing up 0.000 0.992 0.970 0.981 c = jumping 0.008 0.939 0.796 0.862 d = lying 0.043 0.761 0.983 0.858 e = sitting 0.026 0.786 0.769 0.777 f = standing 0.001 0.997 0.833 0.908 g = running 0.024 0.811 0.713 0.758 h = walking ------------------------------------------------------- 0.038 0.804 0.773 0.765 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.157 0.393 0.853 0.538 a = climbing down 0.017 0.859 0.720 0.784 b = climbing up 0.000 1.000 0.775 0.873 c = jumping 0.044 0.707 0.703 0.705 d = lying 0.072 0.637 0.962 0.767 e = sitting 0.049 0.638 0.600 0.619 f = standing 0.005 0.977 0.771 0.862 g = running 0.040 0.267 0.083 0.127 h = walking ------------------------------------------------------- 0.046 0.677 0.662 0.646 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.727 0.759 0.742 a = climbing down 0.146 0.424 0.744 0.540 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.003 0.979 0.869 0.921 d = lying 0.019 0.880 0.977 0.926 e = sitting 0.019 0.886 0.884 0.885 f = standing 0.001 0.995 0.993 0.994 g = running 0.026 0.641 0.252 0.362 h = walking ------------------------------------------------------- 0.032 0.692 0.685 0.671 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.132 0.478 0.849 0.612 a = climbing down 0.029 0.740 0.508 0.602 b = climbing up 0.003 0.848 0.938 0.891 c = jumping 0.016 0.903 0.864 0.883 d = lying 0.013 0.884 0.705 0.785 e = sitting 0.062 0.678 0.844 0.752 f = standing 0.002 0.991 0.899 0.943 g = running 0.028 0.761 0.544 0.635 h = walking ------------------------------------------------------- 0.037 0.788 0.752 0.755 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.801 0.845 0.822 a = climbing down 0.129 0.542 0.516 0.529 b = climbing up 0.000 1.000 0.657 0.793 c = jumping 0.034 0.598 0.370 0.457 d = lying 0.046 0.769 0.988 0.865 e = sitting 0.133 0.490 0.814 0.612 f = standing 0.018 0.890 0.960 0.924 g = running 0.017 0.750 0.321 0.450 h = walking ------------------------------------------------------- 0.064 0.680 0.666 0.649 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.672 0.770 a = climbing down 0.037 0.771 0.892 0.827 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.006 0.964 0.978 0.971 d = lying 0.043 0.773 0.966 0.859 e = sitting 0.014 0.899 0.920 0.910 f = standing 0.003 0.986 0.796 0.881 g = running 0.033 0.826 0.883 0.854 h = walking ------------------------------------------------------- 0.020 0.884 0.874 0.873 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.043 0.700 0.849 0.767 a = climbing down 0.019 0.769 0.632 0.694 b = climbing up 0.000 0.981 0.981 0.981 c = jumping 0.008 0.946 0.795 0.864 d = lying 0.011 0.935 0.835 0.882 e = sitting 0.060 0.716 0.923 0.806 f = standing 0.007 0.964 0.998 0.981 g = running 0.022 0.878 0.825 0.851 h = walking ------------------------------------------------------- 0.022 0.863 0.852 0.852 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.631 0.744 a = climbing down 0.090 0.600 0.850 0.703 b = climbing up 0.001 0.918 0.598 0.724 c = jumping 0.001 0.980 0.317 0.479 d = lying 0.028 0.828 0.797 0.813 e = sitting 0.129 0.473 0.873 0.614 f = standing 0.015 0.924 0.980 0.951 g = running 0.037 0.784 0.685 0.731 h = walking ------------------------------------------------------- 0.041 0.796 0.731 0.725 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.062 0.618 0.872 0.723 a = climbing down 0.048 0.738 0.834 0.783 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.001 0.992 0.979 0.986 d = lying 0.066 0.673 0.872 0.760 e = sitting 0.022 0.804 0.589 0.680 f = standing 0.003 0.984 1.000 0.992 g = running 0.009 0.925 0.563 0.700 h = walking ------------------------------------------------------- 0.027 0.838 0.816 0.813 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.043 0.645 0.694 0.668 a = climbing down 0.134 0.501 0.875 0.637 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.003 0.984 0.966 0.975 d = lying 0.059 0.750 0.947 0.837 e = sitting 0.013 0.862 0.587 0.699 f = standing 0.004 0.980 0.999 0.989 g = running 0.009 0.854 0.273 0.414 h = walking ------------------------------------------------------- 0.035 0.812 0.771 0.756 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.338 0.663 0.447 a = climbing down 0.002 0.957 0.350 0.513 b = climbing up 0.002 0.918 0.993 0.954 c = jumping 0.000 0.993 0.226 0.368 d = lying 0.028 0.859 0.995 0.922 e = sitting 0.138 0.504 0.880 0.641 f = standing 0.043 0.818 0.998 0.899 g = running 0.009 0.955 0.877 0.915 h = walking ------------------------------------------------------- 0.038 0.823 0.727 0.704 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.044 0.662 0.651 0.656 a = climbing down 0.172 0.435 0.862 0.579 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.011 0.934 0.923 0.929 d = lying 0.014 0.867 0.605 0.712 e = sitting 0.060 0.709 0.909 0.797 f = standing 0.001 0.994 0.989 0.991 g = running 0.021 0.476 0.103 0.169 h = walking ------------------------------------------------------- 0.043 0.734 0.721 0.694 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.144 0.381 0.645 0.479 a = climbing down 0.148 0.543 0.954 0.692 b = climbing up 0.007 0.744 0.986 0.848 c = jumping 0.055 0.765 0.991 0.863 d = lying 0.053 0.370 0.252 0.300 e = sitting 0.050 0.599 0.508 0.550 f = standing 0.015 0.783 0.302 0.436 g = running 0.007 0.886 0.301 0.449 h = walking ------------------------------------------------------- 0.065 0.641 0.585 0.557 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.068 0.635 0.871 0.735 a = climbing down 0.007 0.924 0.618 0.741 b = climbing up 0.000 0.980 0.600 0.744 c = jumping 0.061 0.743 0.989 0.849 d = lying 0.001 0.991 0.990 0.991 e = sitting 0.001 0.987 0.643 0.779 f = standing 0.012 0.935 0.998 0.966 g = running 0.025 0.851 0.810 0.830 h = walking ------------------------------------------------------- 0.024 0.873 0.848 0.846 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.030 0.799 0.926 0.858 a = climbing down 0.030 0.796 0.790 0.793 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.020 0.883 0.944 0.912 d = lying 0.030 0.830 0.983 0.900 e = sitting 0.011 0.929 0.859 0.892 f = standing 0.000 0.998 0.855 0.921 g = running 0.020 0.876 0.789 0.831 h = walking ------------------------------------------------------- 0.019 0.883 0.877 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.098 0.352 0.351 0.351 a = climbing down 0.106 0.612 0.892 0.726 b = climbing up 0.000 0.992 0.799 0.885 c = jumping 0.019 0.858 0.744 0.797 d = lying 0.075 0.639 0.981 0.774 e = sitting 0.041 0.719 0.748 0.733 f = standing 0.004 0.973 0.631 0.765 g = running 0.027 0.674 0.392 0.496 h = walking ------------------------------------------------------- 0.050 0.710 0.680 0.674 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.219 0.324 0.850 0.469 a = climbing down 0.153 0.380 0.675 0.486 b = climbing up 0.000 0.980 0.662 0.791 c = jumping 0.022 0.765 0.455 0.571 d = lying 0.044 0.712 0.837 0.769 e = sitting 0.096 0.520 0.732 0.608 f = standing 0.005 0.959 0.363 0.527 g = running 0.009 0.041 0.002 0.004 h = walking ------------------------------------------------------- 0.065 0.572 0.518 0.485 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.816 0.771 0.792 a = climbing down 0.112 0.449 0.634 0.525 b = climbing up 0.000 0.333 0.333 0.333 c = jumping 0.072 0.688 0.844 0.758 d = lying 0.020 0.873 0.956 0.913 e = sitting 0.026 0.767 0.511 0.613 f = standing 0.000 0.998 0.990 0.994 g = running 0.037 0.724 0.524 0.608 h = walking ------------------------------------------------------- 0.041 0.765 0.748 0.747 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.065 0.617 0.729 0.668 a = climbing down 0.078 0.626 0.830 0.713 b = climbing up 0.000 0.994 0.963 0.978 c = jumping 0.030 0.823 0.880 0.850 d = lying 0.016 0.883 0.820 0.850 e = sitting 0.044 0.742 0.754 0.748 f = standing 0.001 0.993 0.969 0.981 g = running 0.010 0.885 0.478 0.621 h = walking ------------------------------------------------------- 0.033 0.807 0.788 0.786 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.797 0.719 0.756 a = climbing down 0.026 0.846 0.472 0.606 b = climbing up 0.000 0.994 0.937 0.964 c = jumping 0.079 0.529 0.699 0.602 d = lying 0.023 0.868 0.958 0.910 e = sitting 0.086 0.480 0.506 0.492 f = standing 0.050 0.747 0.976 0.846 g = running 0.039 0.784 0.876 0.827 h = walking ------------------------------------------------------- 0.044 0.740 0.722 0.714 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.031 0.790 0.866 0.826 a = climbing down 0.025 0.807 0.760 0.783 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.020 0.898 0.973 0.934 d = lying 0.040 0.785 0.975 0.870 e = sitting 0.010 0.919 0.837 0.876 f = standing 0.003 0.984 0.816 0.892 g = running 0.023 0.865 0.840 0.852 h = walking ------------------------------------------------------- 0.020 0.875 0.868 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.104 0.471 0.770 0.585 a = climbing down 0.007 0.787 0.220 0.344 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.010 0.926 0.711 0.804 d = lying 0.016 0.901 0.772 0.831 e = sitting 0.083 0.633 0.907 0.746 f = standing 0.022 0.894 0.991 0.940 g = running 0.030 0.832 0.798 0.814 h = walking ------------------------------------------------------- 0.036 0.799 0.763 0.753 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.650 0.768 a = climbing down 0.072 0.702 0.973 0.815 b = climbing up 0.000 0.980 0.876 0.925 c = jumping 0.005 0.935 0.435 0.594 d = lying 0.022 0.875 0.948 0.910 e = sitting 0.089 0.554 0.858 0.673 f = standing 0.003 0.983 0.986 0.984 g = running 0.018 0.895 0.792 0.840 h = walking ------------------------------------------------------- 0.029 0.850 0.813 0.808 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.823 0.884 a = climbing down 0.036 0.795 0.925 0.855 b = climbing up 0.000 0.987 0.881 0.931 c = jumping 0.011 0.938 0.963 0.950 d = lying 0.048 0.733 0.893 0.805 e = sitting 0.021 0.836 0.642 0.727 f = standing 0.004 0.978 0.995 0.986 g = running 0.016 0.906 0.882 0.893 h = walking ------------------------------------------------------- 0.019 0.883 0.877 0.876 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.855 0.778 0.815 a = climbing down 0.087 0.620 0.985 0.761 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.001 0.992 0.926 0.958 d = lying 0.085 0.689 0.968 0.805 e = sitting 0.013 0.865 0.508 0.640 f = standing 0.003 0.983 0.998 0.990 g = running 0.005 0.949 0.552 0.698 h = walking ------------------------------------------------------- 0.029 0.856 0.820 0.815 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.162 0.170 0.469 0.249 a = climbing down 0.004 0.815 0.134 0.231 b = climbing up 0.000 0.987 0.952 0.969 c = jumping 0.001 0.996 0.892 0.941 d = lying 0.038 0.813 0.983 0.890 e = sitting 0.009 0.942 0.857 0.897 f = standing 0.072 0.720 0.998 0.837 g = running 0.007 0.943 0.564 0.706 h = walking ------------------------------------------------------- 0.031 0.832 0.737 0.735 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.050 0.637 0.619 0.628 a = climbing down 0.042 0.721 0.743 0.732 b = climbing up 0.003 0.866 0.994 0.926 c = jumping 0.005 0.971 0.886 0.926 d = lying 0.016 0.836 0.559 0.670 e = sitting 0.085 0.633 0.913 0.747 f = standing 0.000 0.999 0.704 0.826 g = running 0.062 0.732 0.898 0.807 h = walking ------------------------------------------------------- 0.036 0.798 0.773 0.773 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.891 0.808 0.847 a = climbing down 0.081 0.677 0.964 0.795 b = climbing up 0.002 0.884 1.000 0.938 c = jumping 0.009 0.939 0.813 0.871 d = lying 0.068 0.445 0.348 0.390 e = sitting 0.124 0.364 0.499 0.421 f = standing 0.001 0.993 0.921 0.956 g = running 0.011 0.914 0.669 0.773 h = walking ------------------------------------------------------- 0.042 0.758 0.730 0.734 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.075 0.636 0.954 0.763 a = climbing down 0.006 0.910 0.484 0.632 b = climbing up 0.012 0.616 0.876 0.723 c = jumping 0.063 0.740 0.993 0.848 d = lying 0.013 0.933 0.986 0.959 e = sitting 0.002 0.977 0.522 0.681 f = standing 0.005 0.971 0.925 0.948 g = running 0.026 0.851 0.815 0.833 h = walking ------------------------------------------------------- 0.027 0.857 0.825 0.817 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.890 0.955 0.921 a = climbing down 0.040 0.756 0.836 0.794 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.021 0.888 0.991 0.937 d = lying 0.024 0.856 0.958 0.904 e = sitting 0.007 0.949 0.825 0.883 f = standing 0.000 0.999 0.916 0.955 g = running 0.020 0.873 0.757 0.811 h = walking ------------------------------------------------------- 0.017 0.895 0.890 0.890 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.549 0.314 0.400 a = climbing down 0.170 0.516 0.951 0.669 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.007 0.952 0.798 0.868 d = lying 0.045 0.761 0.974 0.854 e = sitting 0.029 0.765 0.763 0.764 f = standing 0.001 0.993 0.797 0.884 g = running 0.012 0.858 0.489 0.623 h = walking ------------------------------------------------------- 0.044 0.782 0.742 0.737 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.116 0.458 0.825 0.589 a = climbing down 0.040 0.763 0.906 0.828 b = climbing up 0.000 1.000 0.848 0.918 c = jumping 0.029 0.808 0.792 0.800 d = lying 0.043 0.734 0.906 0.811 e = sitting 0.046 0.690 0.713 0.701 f = standing 0.004 0.986 0.853 0.914 g = running 0.014 0.738 0.228 0.348 h = walking ------------------------------------------------------- 0.035 0.776 0.744 0.731 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.024 0.811 0.834 0.822 a = climbing down 0.113 0.459 0.706 0.556 b = climbing up 0.000 0.985 0.955 0.970 c = jumping 0.017 0.910 0.953 0.931 d = lying 0.019 0.898 0.952 0.924 e = sitting 0.014 0.906 0.798 0.849 f = standing 0.001 0.994 0.998 0.996 g = running 0.028 0.707 0.390 0.502 h = walking ------------------------------------------------------- 0.028 0.827 0.811 0.809 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.023 0.785 0.581 0.668 a = climbing down 0.065 0.683 0.889 0.773 b = climbing up 0.002 0.900 0.947 0.923 c = jumping 0.004 0.969 0.879 0.922 d = lying 0.041 0.741 0.799 0.769 e = sitting 0.046 0.725 0.772 0.748 f = standing 0.002 0.991 0.911 0.949 g = running 0.025 0.848 0.842 0.845 h = walking ------------------------------------------------------- 0.028 0.829 0.819 0.820 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.860 0.899 0.879 a = climbing down 0.015 0.922 0.588 0.718 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.076 0.561 0.753 0.643 d = lying 0.050 0.748 0.955 0.839 e = sitting 0.071 0.530 0.504 0.517 f = standing 0.001 0.992 0.983 0.987 g = running 0.024 0.867 0.938 0.901 h = walking ------------------------------------------------------- 0.033 0.801 0.783 0.780 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.909 0.852 0.879 a = climbing down 0.080 0.614 0.947 0.745 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.004 0.978 0.989 0.983 d = lying 0.046 0.789 0.920 0.849 e = sitting 0.018 0.860 0.873 0.867 f = standing 0.002 0.990 0.830 0.903 g = running 0.011 0.901 0.564 0.694 h = walking ------------------------------------------------------- 0.022 0.875 0.851 0.851 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.145 0.436 0.969 0.602 a = climbing down 0.037 0.467 0.320 0.379 b = climbing up 0.001 0.973 0.983 0.978 c = jumping 0.000 0.999 0.592 0.743 d = lying 0.028 0.863 0.865 0.864 e = sitting 0.083 0.636 0.899 0.745 f = standing 0.009 0.955 0.998 0.976 g = running 0.000 0.996 0.366 0.535 h = walking ------------------------------------------------------- 0.036 0.810 0.734 0.726 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.737 0.827 a = climbing down 0.073 0.673 0.942 0.785 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.005 0.970 0.922 0.946 d = lying 0.031 0.833 0.929 0.878 e = sitting 0.018 0.848 0.763 0.804 f = standing 0.004 0.979 0.997 0.988 g = running 0.014 0.916 0.768 0.835 h = walking ------------------------------------------------------- 0.021 0.886 0.871 0.872 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.936 0.867 0.900 a = climbing down 0.023 0.855 0.878 0.866 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.001 0.997 0.989 0.993 d = lying 0.046 0.781 0.949 0.857 e = sitting 0.010 0.914 0.701 0.793 f = standing 0.002 0.988 0.998 0.993 g = running 0.019 0.898 0.914 0.906 h = walking ------------------------------------------------------- 0.016 0.911 0.907 0.906 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.959 0.567 0.713 a = climbing down 0.101 0.593 0.952 0.731 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.990 0.960 0.975 d = lying 0.088 0.674 0.982 0.800 e = sitting 0.007 0.888 0.365 0.517 f = standing 0.001 0.994 0.998 0.996 g = running 0.023 0.848 0.667 0.747 h = walking ------------------------------------------------------- 0.033 0.849 0.808 0.798 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.284 0.147 0.729 0.245 a = climbing down 0.003 0.910 0.205 0.335 b = climbing up 0.004 0.802 0.963 0.875 c = jumping 0.000 1.000 0.535 0.697 d = lying 0.037 0.828 0.968 0.893 e = sitting 0.072 0.660 0.900 0.762 f = standing 0.026 0.880 0.999 0.936 g = running 0.000 0.667 0.003 0.006 h = walking ------------------------------------------------------- 0.038 0.781 0.611 0.582 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.835 0.707 0.766 a = climbing down 0.097 0.549 0.801 0.651 b = climbing up 0.000 0.993 0.950 0.971 c = jumping 0.011 0.935 0.897 0.916 d = lying 0.020 0.832 0.684 0.751 e = sitting 0.051 0.740 0.896 0.810 f = standing 0.001 0.993 0.898 0.943 g = running 0.028 0.823 0.691 0.751 h = walking ------------------------------------------------------- 0.030 0.826 0.804 0.808 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.897 0.754 0.819 a = climbing down 0.075 0.708 0.983 0.823 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.015 0.854 0.516 0.643 d = lying 0.061 0.396 0.340 0.366 e = sitting 0.154 0.439 0.632 0.518 f = standing 0.001 0.992 0.942 0.967 g = running 0.013 0.905 0.717 0.800 h = walking ------------------------------------------------------- 0.049 0.752 0.717 0.719 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.123 0.508 0.925 0.656 a = climbing down 0.001 0.964 0.179 0.303 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.005 0.975 0.982 0.978 d = lying 0.010 0.947 0.962 0.954 e = sitting 0.005 0.969 0.912 0.940 f = standing 0.008 0.959 1.000 0.979 g = running 0.037 0.786 0.751 0.768 h = walking ------------------------------------------------------- 0.025 0.881 0.837 0.821 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.041 0.716 0.867 0.785 a = climbing down 0.078 0.622 0.841 0.715 b = climbing up 0.001 0.969 0.881 0.923 c = jumping 0.008 0.954 0.982 0.968 d = lying 0.023 0.859 0.936 0.896 e = sitting 0.003 0.980 0.932 0.956 f = standing 0.000 1.000 0.827 0.905 g = running 0.013 0.905 0.640 0.749 h = walking ------------------------------------------------------- 0.021 0.877 0.856 0.858 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.040 0.481 0.250 0.329 a = climbing down 0.141 0.570 0.974 0.719 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.004 0.962 0.577 0.721 d = lying 0.058 0.701 0.982 0.818 e = sitting 0.060 0.639 0.857 0.732 f = standing 0.001 0.995 0.799 0.886 g = running 0.013 0.862 0.563 0.681 h = walking ------------------------------------------------------- 0.044 0.763 0.727 0.714 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.703 0.780 0.740 a = climbing down 0.026 0.813 0.841 0.827 b = climbing up 0.000 1.000 0.707 0.828 c = jumping 0.041 0.730 0.759 0.744 d = lying 0.057 0.702 0.966 0.813 e = sitting 0.036 0.762 0.698 0.728 f = standing 0.008 0.967 0.813 0.883 g = running 0.023 0.852 0.775 0.812 h = walking ------------------------------------------------------- 0.029 0.814 0.801 0.802 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.067 0.615 0.805 0.698 a = climbing down 0.111 0.333 0.383 0.356 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.015 0.924 0.951 0.938 d = lying 0.011 0.928 0.941 0.934 e = sitting 0.014 0.911 0.863 0.887 f = standing 0.003 0.986 1.000 0.993 g = running 0.058 0.517 0.332 0.405 h = walking ------------------------------------------------------- 0.035 0.652 0.659 0.651 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.629 0.696 0.661 a = climbing down 0.087 0.625 0.907 0.740 b = climbing up 0.009 0.678 0.994 0.806 c = jumping 0.007 0.954 0.855 0.901 d = lying 0.025 0.807 0.701 0.751 e = sitting 0.065 0.674 0.841 0.748 f = standing 0.002 0.989 0.907 0.946 g = running 0.017 0.799 0.393 0.526 h = walking ------------------------------------------------------- 0.035 0.789 0.765 0.760 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.815 0.831 0.823 a = climbing down 0.026 0.864 0.553 0.675 b = climbing up 0.000 1.000 0.247 0.396 c = jumping 0.014 0.789 0.399 0.530 d = lying 0.022 0.867 0.946 0.905 e = sitting 0.142 0.509 0.879 0.645 f = standing 0.022 0.868 0.969 0.916 g = running 0.044 0.757 0.855 0.803 h = walking ------------------------------------------------------- 0.042 0.789 0.752 0.743 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.815 0.852 a = climbing down 0.023 0.831 0.839 0.835 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.007 0.962 0.987 0.974 d = lying 0.064 0.680 0.930 0.786 e = sitting 0.015 0.902 0.784 0.839 f = standing 0.002 0.987 0.833 0.904 g = running 0.029 0.839 0.886 0.862 h = walking ------------------------------------------------------- 0.020 0.881 0.868 0.870 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.068 0.604 0.904 0.724 a = climbing down 0.006 0.865 0.392 0.540 b = climbing up 0.001 0.963 0.994 0.978 c = jumping 0.002 0.988 0.785 0.875 d = lying 0.029 0.842 0.808 0.825 e = sitting 0.063 0.710 0.898 0.793 f = standing 0.009 0.957 0.999 0.978 g = running 0.016 0.911 0.862 0.886 h = walking ------------------------------------------------------- 0.026 0.855 0.832 0.829 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.164 0.416 0.918 0.572 a = climbing down 0.034 0.739 0.638 0.685 b = climbing up 0.000 1.000 0.462 0.632 c = jumping 0.005 0.966 0.905 0.935 d = lying 0.026 0.720 0.430 0.538 e = sitting 0.102 0.576 0.838 0.683 f = standing 0.014 0.929 0.995 0.961 g = running 0.013 0.742 0.192 0.305 h = walking ------------------------------------------------------- 0.046 0.745 0.688 0.669 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.881 0.875 a = climbing down 0.028 0.841 0.900 0.869 b = climbing up 0.000 1.000 0.886 0.940 c = jumping 0.000 0.998 0.988 0.993 d = lying 0.059 0.677 0.802 0.734 e = sitting 0.033 0.746 0.625 0.680 f = standing 0.003 0.982 0.999 0.990 g = running 0.011 0.936 0.855 0.894 h = walking ------------------------------------------------------- 0.020 0.873 0.870 0.870 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.932 0.519 0.667 a = climbing down 0.147 0.504 0.978 0.666 b = climbing up 0.000 0.994 0.978 0.986 c = jumping 0.002 0.989 0.953 0.971 d = lying 0.074 0.700 0.917 0.794 e = sitting 0.018 0.780 0.449 0.570 f = standing 0.001 0.996 0.998 0.997 g = running 0.010 0.901 0.502 0.645 h = walking ------------------------------------------------------- 0.036 0.834 0.780 0.774 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.140 0.298 0.868 0.444 a = climbing down 0.006 0.880 0.276 0.420 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.000 1.000 0.673 0.805 d = lying 0.156 0.524 0.993 0.686 e = sitting 0.054 0.178 0.074 0.104 f = standing 0.024 0.889 1.000 0.941 g = running 0.009 0.942 0.675 0.786 h = walking ------------------------------------------------------- 0.046 0.728 0.657 0.640 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.043 0.707 0.789 0.746 a = climbing down 0.021 0.759 0.457 0.571 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.010 0.939 0.935 0.937 d = lying 0.011 0.857 0.444 0.585 e = sitting 0.087 0.651 0.927 0.765 f = standing 0.002 0.987 0.991 0.989 g = running 0.067 0.714 0.869 0.784 h = walking ------------------------------------------------------- 0.035 0.809 0.794 0.783 Weighted Avg. Run: 7 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.706 0.807 a = climbing down 0.057 0.675 0.780 0.724 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.008 0.955 0.976 0.965 d = lying 0.115 0.502 0.570 0.534 e = sitting 0.080 0.320 0.248 0.280 f = standing 0.007 0.960 0.991 0.976 g = running 0.042 0.771 0.817 0.793 h = walking ------------------------------------------------------- 0.047 0.731 0.732 0.728 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.063 0.713 0.959 0.818 a = climbing down 0.108 0.157 0.640 0.252 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.045 0.763 0.692 0.726 d = lying 0.055 0.780 0.932 0.850 e = sitting 0.039 0.790 0.700 0.742 f = standing 0.001 0.995 1.000 0.998 g = running 0.003 0.934 0.206 0.338 h = walking ------------------------------------------------------- 0.037 0.806 0.723 0.714 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.895 0.944 0.919 a = climbing down 0.085 0.608 0.841 0.706 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.027 0.858 0.952 0.903 d = lying 0.024 0.857 0.892 0.874 e = sitting 0.022 0.829 0.788 0.808 f = standing 0.001 0.995 0.905 0.948 g = running 0.017 0.860 0.554 0.674 h = walking ------------------------------------------------------- 0.026 0.852 0.837 0.835 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.055 0.636 0.622 0.629 a = climbing down 0.135 0.541 0.872 0.667 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.861 0.911 d = lying 0.127 0.456 0.911 0.608 e = sitting 0.030 0.660 0.402 0.500 f = standing 0.001 0.995 0.754 0.858 g = running 0.008 0.845 0.306 0.449 h = walking ------------------------------------------------------- 0.047 0.756 0.687 0.684 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.102 0.511 0.939 0.662 a = climbing down 0.024 0.816 0.721 0.766 b = climbing up 0.000 0.991 0.709 0.826 c = jumping 0.040 0.741 0.743 0.742 d = lying 0.047 0.725 0.931 0.815 e = sitting 0.045 0.673 0.648 0.660 f = standing 0.008 0.971 0.857 0.910 g = running 0.023 0.725 0.375 0.495 h = walking ------------------------------------------------------- 0.035 0.773 0.746 0.742 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.052 0.679 0.821 0.743 a = climbing down 0.082 0.554 0.695 0.617 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.037 0.794 0.816 0.805 d = lying 0.044 0.772 0.920 0.839 e = sitting 0.038 0.728 0.573 0.642 f = standing 0.004 0.979 0.977 0.978 g = running 0.022 0.766 0.461 0.575 h = walking ------------------------------------------------------- 0.038 0.766 0.758 0.753 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.078 0.532 0.682 0.598 a = climbing down 0.052 0.715 0.776 0.745 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.020 0.846 0.789 0.816 d = lying 0.063 0.574 0.577 0.576 e = sitting 0.086 0.562 0.618 0.589 f = standing 0.001 0.994 0.954 0.973 g = running 0.038 0.677 0.469 0.554 h = walking ------------------------------------------------------- 0.046 0.717 0.707 0.708 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.039 0.690 0.925 0.790 a = climbing down 0.165 0.517 0.583 0.548 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.055 0.679 0.754 0.715 d = lying 0.068 0.519 0.699 0.596 e = sitting 0.081 0.591 0.704 0.642 f = standing 0.026 0.863 0.964 0.911 g = running 0.005 0.734 0.084 0.150 h = walking ------------------------------------------------------- 0.055 0.574 0.589 0.544 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.982 0.705 0.821 a = climbing down 0.036 0.774 0.838 0.805 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.009 0.945 0.984 0.964 d = lying 0.051 0.718 0.786 0.750 e = sitting 0.043 0.715 0.671 0.692 f = standing 0.001 0.997 0.936 0.966 g = running 0.035 0.810 0.928 0.865 h = walking ------------------------------------------------------- 0.024 0.855 0.847 0.847 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.923 0.770 0.840 a = climbing down 0.107 0.524 0.941 0.673 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.056 0.582 0.428 0.494 d = lying 0.050 0.596 0.379 0.463 e = sitting 0.161 0.427 0.742 0.542 f = standing 0.004 0.978 0.972 0.975 g = running 0.002 0.985 0.528 0.687 h = walking ------------------------------------------------------- 0.053 0.725 0.667 0.666 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.868 0.603 0.712 a = climbing down 0.036 0.614 0.339 0.437 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.004 0.952 0.425 0.587 d = lying 0.076 0.556 0.664 0.605 e = sitting 0.134 0.452 0.627 0.525 f = standing 0.004 0.979 0.998 0.988 g = running 0.130 0.540 0.926 0.682 h = walking ------------------------------------------------------- 0.056 0.716 0.660 0.654 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.813 0.703 0.754 a = climbing down 0.128 0.503 0.853 0.633 b = climbing up 0.014 0.600 0.929 0.729 c = jumping 0.002 0.989 0.958 0.974 d = lying 0.122 0.524 0.887 0.659 e = sitting 0.025 0.644 0.269 0.380 f = standing 0.003 0.985 0.913 0.947 g = running 0.008 0.911 0.447 0.600 h = walking ------------------------------------------------------- 0.041 0.773 0.720 0.710 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.882 0.508 0.645 a = climbing down 0.175 0.459 0.805 0.585 b = climbing up 0.005 0.843 0.974 0.904 c = jumping 0.002 0.987 0.840 0.908 d = lying 0.104 0.412 0.605 0.490 e = sitting 0.050 0.520 0.263 0.349 f = standing 0.031 0.847 0.971 0.904 g = running 0.042 0.622 0.424 0.504 h = walking ------------------------------------------------------- 0.059 0.677 0.643 0.634 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.253 0.205 0.963 0.338 a = climbing down 0.021 0.712 0.344 0.464 b = climbing up 0.000 0.994 0.953 0.973 c = jumping 0.006 0.966 0.959 0.962 d = lying 0.067 0.692 0.848 0.762 e = sitting 0.030 0.784 0.597 0.677 f = standing 0.005 0.972 0.993 0.982 g = running 0.004 0.176 0.005 0.009 h = walking ------------------------------------------------------- 0.036 0.683 0.649 0.625 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.791 0.801 0.796 a = climbing down 0.117 0.524 0.782 0.627 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.041 0.807 0.939 0.868 d = lying 0.076 0.637 0.800 0.709 e = sitting 0.034 0.619 0.341 0.439 f = standing 0.000 0.998 0.988 0.993 g = running 0.019 0.782 0.407 0.535 h = walking ------------------------------------------------------- 0.044 0.745 0.732 0.719 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.055 0.606 0.692 0.646 a = climbing down 0.171 0.453 0.911 0.605 b = climbing up 0.001 0.951 0.925 0.938 c = jumping 0.033 0.842 0.978 0.905 d = lying 0.069 0.575 0.469 0.516 e = sitting 0.078 0.473 0.483 0.478 f = standing 0.011 0.934 0.880 0.906 g = running 0.004 0.707 0.049 0.091 h = walking ------------------------------------------------------- 0.057 0.669 0.637 0.598 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.850 0.929 0.888 a = climbing down 0.064 0.278 0.801 0.413 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.076 0.751 0.972 0.848 d = lying 0.001 0.994 0.985 0.990 e = sitting 0.007 0.946 0.631 0.757 f = standing 0.002 0.978 1.000 0.989 g = running 0.005 0.961 0.587 0.729 h = walking ------------------------------------------------------- 0.023 0.891 0.840 0.846 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.972 0.950 a = climbing down 0.045 0.751 0.897 0.818 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.919 0.970 0.944 d = lying 0.044 0.771 0.953 0.852 e = sitting 0.010 0.931 0.804 0.863 f = standing 0.000 0.999 0.866 0.928 g = running 0.010 0.936 0.771 0.846 h = walking ------------------------------------------------------- 0.018 0.898 0.886 0.887 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.795 0.714 0.753 a = climbing down 0.103 0.617 0.920 0.738 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.980 0.729 0.836 d = lying 0.062 0.644 0.970 0.774 e = sitting 0.040 0.728 0.744 0.736 f = standing 0.000 0.999 0.836 0.910 g = running 0.015 0.836 0.523 0.644 h = walking ------------------------------------------------------- 0.033 0.819 0.782 0.784 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.136 0.462 0.949 0.621 a = climbing down 0.021 0.824 0.701 0.757 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.026 0.841 0.845 0.843 d = lying 0.047 0.713 0.908 0.799 e = sitting 0.038 0.725 0.703 0.714 f = standing 0.002 0.993 0.871 0.928 g = running 0.037 0.377 0.130 0.194 h = walking ------------------------------------------------------- 0.037 0.737 0.731 0.713 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.049 0.713 0.899 0.795 a = climbing down 0.081 0.538 0.655 0.591 b = climbing up 0.006 0.720 0.967 0.825 c = jumping 0.076 0.658 0.813 0.727 d = lying 0.025 0.861 0.941 0.899 e = sitting 0.033 0.715 0.476 0.572 f = standing 0.001 0.996 0.958 0.977 g = running 0.016 0.818 0.471 0.598 h = walking ------------------------------------------------------- 0.039 0.764 0.751 0.744 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.095 0.322 0.362 0.341 a = climbing down 0.138 0.482 0.802 0.602 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.047 0.779 0.912 0.840 d = lying 0.030 0.730 0.588 0.651 e = sitting 0.078 0.566 0.597 0.581 f = standing 0.001 0.994 0.931 0.962 g = running 0.021 0.557 0.156 0.244 h = walking ------------------------------------------------------- 0.055 0.657 0.644 0.627 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.817 0.870 0.843 a = climbing down 0.119 0.520 0.437 0.475 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.070 0.464 0.411 0.436 d = lying 0.018 0.849 0.960 0.901 e = sitting 0.151 0.405 0.632 0.493 f = standing 0.050 0.760 0.972 0.853 g = running 0.025 0.759 0.437 0.554 h = walking ------------------------------------------------------- 0.072 0.636 0.618 0.603 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.981 0.720 0.830 a = climbing down 0.039 0.747 0.833 0.787 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.012 0.938 0.977 0.957 d = lying 0.014 0.920 0.931 0.926 e = sitting 0.016 0.872 0.872 0.872 f = standing 0.001 0.996 0.949 0.972 g = running 0.035 0.817 0.909 0.860 h = walking ------------------------------------------------------- 0.016 0.904 0.897 0.897 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.731 0.842 0.783 a = climbing down 0.020 0.755 0.499 0.601 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.023 0.848 0.701 0.768 d = lying 0.025 0.823 0.606 0.698 e = sitting 0.102 0.586 0.886 0.705 f = standing 0.008 0.962 0.982 0.972 g = running 0.039 0.825 0.943 0.880 h = walking ------------------------------------------------------- 0.034 0.806 0.790 0.786 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.689 0.777 a = climbing down 0.061 0.724 0.893 0.800 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.011 0.782 0.228 0.353 d = lying 0.052 0.727 0.913 0.809 e = sitting 0.113 0.467 0.731 0.570 f = standing 0.002 0.989 0.985 0.987 g = running 0.030 0.825 0.800 0.812 h = walking ------------------------------------------------------- 0.037 0.786 0.757 0.742 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.831 0.742 0.784 a = climbing down 0.153 0.447 0.817 0.578 b = climbing up 0.000 0.977 0.762 0.856 c = jumping 0.005 0.971 0.846 0.904 d = lying 0.075 0.646 0.901 0.752 e = sitting 0.031 0.762 0.595 0.668 f = standing 0.008 0.960 0.997 0.978 g = running 0.026 0.597 0.215 0.316 h = walking ------------------------------------------------------- 0.043 0.754 0.725 0.713 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.921 0.656 0.767 a = climbing down 0.172 0.473 0.907 0.622 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.003 0.983 0.853 0.913 d = lying 0.100 0.539 0.948 0.687 e = sitting 0.029 0.735 0.436 0.547 f = standing 0.004 0.981 1.000 0.990 g = running 0.014 0.677 0.180 0.285 h = walking ------------------------------------------------------- 0.044 0.771 0.716 0.698 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.066 0.367 0.558 0.443 a = climbing down 0.169 0.255 0.386 0.307 b = climbing up 0.003 0.879 0.978 0.926 c = jumping 0.015 0.923 0.931 0.927 d = lying 0.016 0.917 0.969 0.942 e = sitting 0.013 0.917 0.850 0.882 f = standing 0.056 0.757 1.000 0.862 g = running 0.004 0.845 0.113 0.199 h = walking ------------------------------------------------------- 0.042 0.760 0.700 0.676 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.898 0.735 0.808 a = climbing down 0.164 0.475 0.943 0.631 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.037 0.819 0.943 0.877 d = lying 0.020 0.875 0.822 0.848 e = sitting 0.028 0.815 0.775 0.795 f = standing 0.000 1.000 0.929 0.963 g = running 0.006 0.862 0.212 0.340 h = walking ------------------------------------------------------- 0.036 0.827 0.772 0.758 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.918 0.763 0.834 a = climbing down 0.148 0.518 0.970 0.676 b = climbing up 0.000 1.000 0.612 0.759 c = jumping 0.012 0.734 0.171 0.277 d = lying 0.075 0.346 0.312 0.328 e = sitting 0.234 0.243 0.459 0.318 f = standing 0.012 0.936 0.995 0.965 g = running 0.005 0.923 0.354 0.512 h = walking ------------------------------------------------------- 0.068 0.678 0.573 0.561 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.027 0.847 0.939 0.891 a = climbing down 0.024 0.371 0.457 0.410 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.040 0.843 0.910 0.875 d = lying 0.017 0.922 0.982 0.951 e = sitting 0.019 0.888 0.735 0.805 f = standing 0.002 0.981 1.000 0.991 g = running 0.014 0.924 0.814 0.865 h = walking ------------------------------------------------------- 0.021 0.883 0.877 0.877 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.053 0.669 0.968 0.791 a = climbing down 0.016 0.837 0.531 0.650 b = climbing up 0.000 0.833 0.028 0.055 c = jumping 0.085 0.575 0.690 0.627 d = lying 0.025 0.828 0.778 0.802 e = sitting 0.060 0.630 0.629 0.630 f = standing 0.001 0.994 0.854 0.919 g = running 0.052 0.766 0.902 0.828 h = walking ------------------------------------------------------- 0.040 0.768 0.748 0.740 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.666 0.756 0.708 a = climbing down 0.049 0.759 0.854 0.803 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.008 0.935 0.665 0.777 d = lying 0.081 0.584 0.976 0.731 e = sitting 0.057 0.656 0.774 0.710 f = standing 0.002 0.987 0.716 0.830 g = running 0.008 0.930 0.693 0.794 h = walking ------------------------------------------------------- 0.033 0.812 0.770 0.775 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.137 0.431 0.869 0.576 a = climbing down 0.035 0.764 0.752 0.758 b = climbing up 0.000 0.992 0.861 0.922 c = jumping 0.080 0.612 0.834 0.706 d = lying 0.091 0.594 0.972 0.738 e = sitting 0.028 0.677 0.390 0.495 f = standing 0.003 0.983 0.671 0.798 g = running 0.027 0.453 0.131 0.203 h = walking ------------------------------------------------------- 0.049 0.684 0.649 0.627 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.060 0.671 0.862 0.755 a = climbing down 0.091 0.503 0.635 0.562 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.063 0.699 0.739 0.718 d = lying 0.018 0.882 0.937 0.909 e = sitting 0.053 0.647 0.567 0.605 f = standing 0.001 0.996 1.000 0.998 g = running 0.027 0.679 0.351 0.463 h = walking ------------------------------------------------------- 0.039 0.635 0.636 0.626 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.017 0.828 0.644 0.725 a = climbing down 0.170 0.460 0.919 0.614 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.029 0.827 0.728 0.775 d = lying 0.022 0.813 0.676 0.738 e = sitting 0.090 0.589 0.758 0.663 f = standing 0.006 0.972 0.962 0.967 g = running 0.017 0.570 0.130 0.212 h = walking ------------------------------------------------------- 0.049 0.731 0.700 0.681 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.080 0.553 0.906 0.687 a = climbing down 0.119 0.526 0.451 0.486 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.081 0.556 0.633 0.592 d = lying 0.020 0.824 0.901 0.860 e = sitting 0.116 0.432 0.546 0.483 f = standing 0.042 0.790 0.962 0.867 g = running 0.014 0.707 0.202 0.314 h = walking ------------------------------------------------------- 0.059 0.548 0.575 0.536 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.769 0.855 a = climbing down 0.044 0.675 0.687 0.681 b = climbing up 0.000 0.994 0.977 0.986 c = jumping 0.011 0.936 0.953 0.945 d = lying 0.052 0.726 0.944 0.820 e = sitting 0.017 0.886 0.770 0.824 f = standing 0.001 0.997 0.850 0.917 g = running 0.058 0.706 0.837 0.766 h = walking ------------------------------------------------------- 0.025 0.854 0.838 0.841 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.804 0.837 0.821 a = climbing down 0.006 0.808 0.216 0.341 b = climbing up 0.000 1.000 0.013 0.025 c = jumping 0.054 0.716 0.689 0.702 d = lying 0.021 0.714 0.265 0.387 e = sitting 0.171 0.409 0.733 0.525 f = standing 0.028 0.873 0.998 0.932 g = running 0.092 0.669 0.975 0.793 h = walking ------------------------------------------------------- 0.057 0.714 0.668 0.634 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.023 0.803 0.696 0.746 a = climbing down 0.050 0.646 0.533 0.584 b = climbing up 0.000 1.000 0.681 0.810 c = jumping 0.060 0.606 0.527 0.564 d = lying 0.024 0.786 0.619 0.693 e = sitting 0.135 0.390 0.516 0.444 f = standing 0.008 0.958 0.991 0.974 g = running 0.083 0.617 0.802 0.698 h = walking ------------------------------------------------------- 0.054 0.691 0.671 0.674 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.791 0.631 0.702 a = climbing down 0.112 0.552 0.910 0.687 b = climbing up 0.000 1.000 0.768 0.869 c = jumping 0.007 0.955 0.885 0.919 d = lying 0.068 0.581 0.631 0.605 e = sitting 0.074 0.568 0.567 0.567 f = standing 0.009 0.950 0.999 0.974 g = running 0.011 0.898 0.519 0.658 h = walking ------------------------------------------------------- 0.041 0.769 0.738 0.738 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.906 0.438 0.590 a = climbing down 0.197 0.402 0.847 0.545 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.011 0.909 0.576 0.705 d = lying 0.157 0.408 0.881 0.558 e = sitting 0.093 0.253 0.151 0.189 f = standing 0.006 0.970 1.000 0.985 g = running 0.026 0.518 0.167 0.253 h = walking ------------------------------------------------------- 0.067 0.628 0.573 0.551 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.149 0.235 0.664 0.347 a = climbing down 0.001 0.922 0.112 0.200 b = climbing up 0.000 1.000 0.631 0.774 c = jumping 0.031 0.858 0.955 0.904 d = lying 0.118 0.571 0.931 0.708 e = sitting 0.015 0.707 0.191 0.301 f = standing 0.028 0.862 0.999 0.925 g = running 0.086 0.544 0.490 0.515 h = walking ------------------------------------------------------- 0.053 0.710 0.625 0.589 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.892 0.641 0.746 a = climbing down 0.210 0.430 0.959 0.593 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.077 0.624 0.635 0.629 d = lying 0.022 0.771 0.518 0.619 e = sitting 0.114 0.462 0.564 0.508 f = standing 0.003 0.985 0.981 0.983 g = running 0.002 0.720 0.031 0.059 h = walking ------------------------------------------------------- 0.064 0.694 0.627 0.594 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.201 0.358 0.900 0.513 a = climbing down 0.025 0.721 0.406 0.519 b = climbing up 0.000 1.000 0.591 0.743 c = jumping 0.021 0.854 0.663 0.746 d = lying 0.074 0.534 0.521 0.527 e = sitting 0.120 0.404 0.514 0.452 f = standing 0.009 0.949 0.984 0.966 g = running 0.019 0.650 0.201 0.307 h = walking ------------------------------------------------------- 0.060 0.660 0.590 0.584 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.854 0.967 0.907 a = climbing down 0.066 0.233 0.651 0.343 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.001 0.997 0.987 0.992 d = lying 0.009 0.954 0.943 0.948 e = sitting 0.014 0.932 0.951 0.941 f = standing 0.001 0.995 0.997 0.996 g = running 0.008 0.939 0.558 0.700 h = walking ------------------------------------------------------- 0.011 0.926 0.886 0.894 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.954 0.953 a = climbing down 0.027 0.830 0.855 0.843 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.026 0.862 0.985 0.920 d = lying 0.023 0.854 0.858 0.856 e = sitting 0.023 0.847 0.772 0.808 f = standing 0.001 0.996 0.941 0.968 g = running 0.019 0.895 0.879 0.887 h = walking ------------------------------------------------------- 0.017 0.895 0.893 0.893 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.824 0.767 0.795 a = climbing down 0.145 0.530 0.902 0.668 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.955 0.798 0.869 d = lying 0.085 0.529 0.815 0.641 e = sitting 0.054 0.590 0.605 0.597 f = standing 0.000 0.999 0.790 0.882 g = running 0.012 0.734 0.217 0.335 h = walking ------------------------------------------------------- 0.043 0.768 0.716 0.709 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.051 0.675 0.919 0.778 a = climbing down 0.012 0.861 0.547 0.669 b = climbing up 0.000 0.993 0.881 0.933 c = jumping 0.052 0.696 0.804 0.746 d = lying 0.054 0.709 0.937 0.807 e = sitting 0.035 0.737 0.640 0.685 f = standing 0.004 0.984 0.796 0.880 g = running 0.062 0.659 0.706 0.682 h = walking ------------------------------------------------------- 0.035 0.786 0.764 0.764 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.768 0.914 0.835 a = climbing down 0.052 0.660 0.722 0.690 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.014 0.924 0.927 0.925 d = lying 0.022 0.871 0.914 0.892 e = sitting 0.025 0.852 0.807 0.829 f = standing 0.001 0.994 1.000 0.997 g = running 0.023 0.805 0.612 0.695 h = walking ------------------------------------------------------- 0.023 0.852 0.850 0.848 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.040 0.711 0.794 0.750 a = climbing down 0.037 0.737 0.650 0.691 b = climbing up 0.001 0.912 0.977 0.943 c = jumping 0.008 0.952 0.853 0.900 d = lying 0.051 0.609 0.567 0.587 e = sitting 0.085 0.561 0.678 0.614 f = standing 0.001 0.993 0.961 0.976 g = running 0.060 0.658 0.676 0.667 h = walking ------------------------------------------------------- 0.038 0.763 0.754 0.756 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.060 0.615 0.908 0.733 a = climbing down 0.119 0.568 0.553 0.560 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.052 0.571 0.370 0.449 d = lying 0.038 0.696 0.880 0.777 e = sitting 0.149 0.417 0.681 0.517 f = standing 0.031 0.834 0.980 0.901 g = running 0.010 0.818 0.270 0.406 h = walking ------------------------------------------------------- 0.057 0.565 0.580 0.543 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.983 0.640 0.775 a = climbing down 0.039 0.713 0.671 0.691 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.978 0.986 0.982 d = lying 0.046 0.727 0.732 0.730 e = sitting 0.053 0.692 0.730 0.711 f = standing 0.000 0.999 0.941 0.969 g = running 0.073 0.664 0.877 0.756 h = walking ------------------------------------------------------- 0.030 0.829 0.814 0.816 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.877 0.887 0.882 a = climbing down 0.075 0.538 0.849 0.659 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.008 0.954 0.793 0.866 d = lying 0.036 0.658 0.353 0.459 e = sitting 0.142 0.503 0.881 0.640 f = standing 0.003 0.983 0.979 0.981 g = running 0.006 0.952 0.630 0.758 h = walking ------------------------------------------------------- 0.037 0.803 0.755 0.755 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.026 0.758 0.647 0.698 a = climbing down 0.120 0.513 0.828 0.633 b = climbing up 0.000 1.000 0.769 0.869 c = jumping 0.007 0.960 0.914 0.937 d = lying 0.084 0.596 0.870 0.707 e = sitting 0.025 0.787 0.511 0.620 f = standing 0.011 0.937 0.928 0.932 g = running 0.027 0.737 0.454 0.562 h = walking ------------------------------------------------------- 0.040 0.771 0.739 0.737 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.650 0.834 0.731 a = climbing down 0.154 0.394 0.640 0.488 b = climbing up 0.000 0.981 0.821 0.894 c = jumping 0.000 0.997 0.991 0.994 d = lying 0.140 0.505 0.914 0.651 e = sitting 0.015 0.545 0.117 0.193 f = standing 0.003 0.982 0.998 0.990 g = running 0.021 0.592 0.162 0.255 h = walking ------------------------------------------------------- 0.052 0.684 0.664 0.622 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.927 0.432 0.590 a = climbing down 0.256 0.423 0.948 0.585 b = climbing up 0.000 1.000 0.979 0.990 c = jumping 0.007 0.965 0.950 0.957 d = lying 0.106 0.504 0.848 0.632 e = sitting 0.011 0.568 0.098 0.167 f = standing 0.011 0.945 1.000 0.971 g = running 0.011 0.553 0.081 0.142 h = walking ------------------------------------------------------- 0.061 0.705 0.654 0.601 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.088 0.415 0.925 0.573 a = climbing down 0.193 0.303 0.526 0.384 b = climbing up 0.001 0.938 0.904 0.921 c = jumping 0.005 0.966 0.717 0.823 d = lying 0.083 0.662 0.885 0.757 e = sitting 0.063 0.540 0.470 0.502 f = standing 0.003 0.982 0.996 0.989 g = running 0.002 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.055 0.601 0.678 0.619 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.828 0.850 0.839 a = climbing down 0.067 0.659 0.855 0.745 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.030 0.846 0.968 0.903 d = lying 0.038 0.726 0.597 0.655 e = sitting 0.059 0.673 0.702 0.687 f = standing 0.000 0.998 0.990 0.994 g = running 0.007 0.943 0.674 0.786 h = walking ------------------------------------------------------- 0.031 0.818 0.809 0.807 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.739 0.682 0.709 a = climbing down 0.047 0.739 0.862 0.795 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.010 0.945 0.960 0.953 d = lying 0.043 0.658 0.453 0.536 e = sitting 0.098 0.526 0.704 0.602 f = standing 0.003 0.978 0.826 0.895 g = running 0.026 0.863 0.932 0.896 h = walking ------------------------------------------------------- 0.035 0.788 0.778 0.776 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.052 0.742 0.957 0.836 a = climbing down 0.073 0.183 0.538 0.274 b = climbing up 0.001 0.974 0.980 0.977 c = jumping 0.008 0.966 0.960 0.963 d = lying 0.015 0.930 0.953 0.941 e = sitting 0.014 0.928 0.905 0.916 f = standing 0.001 0.990 0.994 0.992 g = running 0.004 0.954 0.432 0.595 h = walking ------------------------------------------------------- 0.017 0.900 0.848 0.853 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.970 0.965 0.967 a = climbing down 0.027 0.835 0.881 0.857 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.028 0.851 0.962 0.903 d = lying 0.034 0.807 0.955 0.875 e = sitting 0.008 0.941 0.782 0.854 f = standing 0.003 0.983 0.864 0.920 g = running 0.018 0.902 0.876 0.889 h = walking ------------------------------------------------------- 0.017 0.902 0.895 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.705 0.728 0.716 a = climbing down 0.074 0.696 0.939 0.799 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.022 0.866 0.846 0.856 d = lying 0.084 0.563 0.935 0.703 e = sitting 0.026 0.777 0.638 0.701 f = standing 0.000 0.998 0.737 0.848 g = running 0.006 0.930 0.590 0.722 h = walking ------------------------------------------------------- 0.033 0.814 0.775 0.777 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.051 0.672 0.901 0.770 a = climbing down 0.027 0.814 0.883 0.847 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.025 0.836 0.831 0.834 d = lying 0.085 0.601 0.946 0.735 e = sitting 0.032 0.788 0.794 0.791 f = standing 0.002 0.992 0.691 0.815 g = running 0.014 0.878 0.627 0.732 h = walking ------------------------------------------------------- 0.028 0.828 0.793 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.770 0.901 0.830 a = climbing down 0.083 0.526 0.647 0.580 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.022 0.883 0.864 0.873 d = lying 0.014 0.896 0.759 0.822 e = sitting 0.060 0.701 0.808 0.751 f = standing 0.001 0.995 0.998 0.997 g = running 0.034 0.654 0.422 0.513 h = walking ------------------------------------------------------- 0.034 0.789 0.783 0.780 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.021 0.824 0.787 0.805 a = climbing down 0.030 0.819 0.842 0.830 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.016 0.881 0.720 0.792 d = lying 0.046 0.659 0.630 0.644 e = sitting 0.091 0.572 0.702 0.630 f = standing 0.007 0.966 0.957 0.961 g = running 0.019 0.894 0.901 0.897 h = walking ------------------------------------------------------- 0.032 0.811 0.802 0.804 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.740 0.936 0.826 a = climbing down 0.078 0.668 0.527 0.589 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.065 0.564 0.611 0.586 d = lying 0.027 0.732 0.712 0.722 e = sitting 0.117 0.464 0.621 0.531 f = standing 0.035 0.817 0.961 0.883 g = running 0.031 0.769 0.581 0.662 h = walking ------------------------------------------------------- 0.049 0.594 0.619 0.600 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.807 0.845 0.825 a = climbing down 0.064 0.609 0.760 0.676 b = climbing up 0.031 0.410 1.000 0.581 c = jumping 0.006 0.964 0.956 0.960 d = lying 0.062 0.683 0.797 0.735 e = sitting 0.058 0.651 0.648 0.649 f = standing 0.000 1.000 0.569 0.725 g = running 0.021 0.865 0.813 0.838 h = walking ------------------------------------------------------- 0.032 0.801 0.765 0.768 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.753 0.916 0.827 a = climbing down 0.015 0.796 0.481 0.600 b = climbing up 0.000 1.000 0.536 0.698 c = jumping 0.031 0.817 0.699 0.753 d = lying 0.029 0.654 0.291 0.402 e = sitting 0.155 0.474 0.870 0.613 f = standing 0.020 0.905 0.984 0.943 g = running 0.044 0.796 0.898 0.844 h = walking ------------------------------------------------------- 0.045 0.751 0.725 0.711 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.841 0.762 0.800 a = climbing down 0.054 0.683 0.706 0.694 b = climbing up 0.000 0.992 0.738 0.846 c = jumping 0.014 0.913 0.775 0.838 d = lying 0.071 0.599 0.760 0.670 e = sitting 0.055 0.656 0.606 0.630 f = standing 0.006 0.965 0.991 0.978 g = running 0.046 0.734 0.786 0.759 h = walking ------------------------------------------------------- 0.037 0.780 0.770 0.772 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.889 0.821 0.854 a = climbing down 0.049 0.731 0.878 0.798 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.006 0.966 0.981 0.974 d = lying 0.088 0.598 0.872 0.710 e = sitting 0.020 0.785 0.437 0.562 f = standing 0.002 0.989 1.000 0.995 g = running 0.012 0.925 0.830 0.875 h = walking ------------------------------------------------------- 0.026 0.850 0.834 0.830 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.810 0.749 0.778 a = climbing down 0.115 0.564 0.922 0.700 b = climbing up 0.026 0.493 0.989 0.658 c = jumping 0.006 0.961 0.728 0.828 d = lying 0.153 0.414 0.869 0.560 e = sitting 0.065 0.305 0.148 0.200 f = standing 0.002 0.990 0.839 0.909 g = running 0.008 0.888 0.392 0.543 h = walking ------------------------------------------------------- 0.048 0.707 0.655 0.642 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.248 0.180 0.805 0.294 a = climbing down 0.033 0.570 0.288 0.383 b = climbing up 0.000 0.987 0.939 0.963 c = jumping 0.007 0.963 0.985 0.974 d = lying 0.104 0.615 0.941 0.744 e = sitting 0.011 0.860 0.388 0.535 f = standing 0.018 0.907 0.993 0.948 g = running 0.005 0.268 0.008 0.016 h = walking ------------------------------------------------------- 0.042 0.666 0.615 0.582 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.840 0.863 a = climbing down 0.030 0.802 0.828 0.815 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.044 0.791 0.941 0.859 d = lying 0.051 0.690 0.802 0.742 e = sitting 0.027 0.801 0.557 0.657 f = standing 0.000 0.999 0.995 0.997 g = running 0.020 0.889 0.914 0.901 h = walking ------------------------------------------------------- 0.026 0.844 0.841 0.837 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.120 0.476 0.908 0.624 a = climbing down 0.053 0.728 0.842 0.781 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.011 0.937 0.982 0.959 d = lying 0.096 0.484 0.457 0.470 e = sitting 0.094 0.319 0.312 0.316 f = standing 0.005 0.957 0.657 0.779 g = running 0.007 0.924 0.493 0.643 h = walking ------------------------------------------------------- 0.051 0.709 0.665 0.665 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.077 0.601 0.849 0.704 a = climbing down 0.035 0.727 0.673 0.699 b = climbing up 0.001 0.964 0.982 0.973 c = jumping 0.095 0.577 0.801 0.671 d = lying 0.016 0.843 0.545 0.662 e = sitting 0.098 0.423 0.400 0.411 f = standing 0.005 0.973 0.993 0.983 g = running 0.031 0.765 0.563 0.648 h = walking ------------------------------------------------------- 0.049 0.710 0.692 0.689 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.077 0.600 0.889 0.717 a = climbing down 0.017 0.818 0.496 0.618 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.003 0.985 0.963 0.974 d = lying 0.034 0.734 0.583 0.650 e = sitting 0.008 0.935 0.853 0.892 f = standing 0.070 0.731 0.912 0.812 g = running 0.034 0.812 0.789 0.800 h = walking ------------------------------------------------------- 0.035 0.807 0.792 0.788 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.011 0.876 0.467 0.610 a = climbing down 0.141 0.553 0.958 0.702 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.002 0.988 0.821 0.897 d = lying 0.076 0.596 0.958 0.734 e = sitting 0.028 0.795 0.749 0.771 f = standing 0.001 0.993 0.740 0.848 g = running 0.027 0.762 0.583 0.660 h = walking ------------------------------------------------------- 0.038 0.813 0.754 0.756 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.400 0.844 0.542 a = climbing down 0.037 0.772 0.898 0.831 b = climbing up 0.000 1.000 0.079 0.147 c = jumping 0.014 0.893 0.735 0.806 d = lying 0.073 0.622 0.934 0.747 e = sitting 0.046 0.652 0.613 0.632 f = standing 0.021 0.924 0.874 0.898 g = running 0.009 0.378 0.031 0.058 h = walking ------------------------------------------------------- 0.043 0.696 0.689 0.650 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.860 0.875 0.867 a = climbing down 0.049 0.707 0.837 0.767 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.051 0.747 0.878 0.808 d = lying 0.025 0.861 0.967 0.911 e = sitting 0.019 0.842 0.591 0.694 f = standing 0.001 0.994 0.993 0.993 g = running 0.018 0.878 0.742 0.804 h = walking ------------------------------------------------------- 0.025 0.849 0.843 0.840 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.861 0.790 0.824 a = climbing down 0.110 0.566 0.892 0.692 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.013 0.886 0.745 0.809 d = lying 0.073 0.637 0.840 0.725 e = sitting 0.059 0.623 0.562 0.591 f = standing 0.026 0.884 0.941 0.912 g = running 0.014 0.831 0.428 0.565 h = walking ------------------------------------------------------- 0.044 0.761 0.731 0.718 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.059 0.353 0.347 0.350 a = climbing down 0.232 0.406 0.512 0.453 b = climbing up 0.020 0.361 0.520 0.426 c = jumping 0.069 0.576 0.627 0.601 d = lying 0.029 0.771 0.921 0.839 e = sitting 0.078 0.601 0.688 0.642 f = standing 0.085 0.489 0.488 0.488 g = running 0.014 0.502 0.085 0.145 h = walking ------------------------------------------------------- 0.097 0.511 0.512 0.487 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.929 0.590 0.722 a = climbing down 0.049 0.687 0.790 0.735 b = climbing up 0.001 0.944 0.994 0.969 c = jumping 0.024 0.873 0.985 0.926 d = lying 0.047 0.788 0.945 0.860 e = sitting 0.017 0.846 0.733 0.786 f = standing 0.002 0.988 0.803 0.886 g = running 0.044 0.782 0.899 0.836 h = walking ------------------------------------------------------- 0.026 0.850 0.836 0.834 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.098 0.529 0.919 0.672 a = climbing down 0.072 0.478 0.547 0.510 b = climbing up 0.000 1.000 0.652 0.789 c = jumping 0.024 0.806 0.575 0.671 d = lying 0.052 0.652 0.522 0.580 e = sitting 0.137 0.452 0.716 0.554 f = standing 0.012 0.941 0.976 0.958 g = running 0.008 0.890 0.341 0.493 h = walking ------------------------------------------------------- 0.052 0.708 0.649 0.644 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.038 0.685 0.659 0.672 a = climbing down 0.024 0.800 0.549 0.651 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.001 0.980 0.399 0.567 d = lying 0.049 0.757 0.877 0.813 e = sitting 0.093 0.522 0.791 0.629 f = standing 0.004 0.973 0.868 0.917 g = running 0.093 0.665 0.945 0.781 h = walking ------------------------------------------------------- 0.042 0.783 0.739 0.732 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.894 0.727 0.802 a = climbing down 0.053 0.719 0.902 0.800 b = climbing up 0.000 0.983 0.929 0.955 c = jumping 0.005 0.970 0.975 0.973 d = lying 0.050 0.759 0.924 0.834 e = sitting 0.015 0.879 0.665 0.757 f = standing 0.004 0.975 0.997 0.986 g = running 0.017 0.896 0.821 0.857 h = walking ------------------------------------------------------- 0.022 0.875 0.865 0.864 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.849 0.638 0.729 a = climbing down 0.134 0.511 0.896 0.651 b = climbing up 0.000 0.989 0.958 0.973 c = jumping 0.001 0.994 0.913 0.952 d = lying 0.115 0.622 0.966 0.757 e = sitting 0.018 0.747 0.322 0.450 f = standing 0.003 0.982 0.997 0.989 g = running 0.021 0.760 0.374 0.501 h = walking ------------------------------------------------------- 0.045 0.781 0.740 0.723 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.174 0.198 0.624 0.301 a = climbing down 0.006 0.916 0.457 0.609 b = climbing up 0.000 0.994 0.924 0.957 c = jumping 0.002 0.987 0.945 0.966 d = lying 0.013 0.930 0.956 0.943 e = sitting 0.011 0.933 0.937 0.935 f = standing 0.057 0.768 0.998 0.868 g = running 0.002 0.970 0.275 0.428 h = walking ------------------------------------------------------- 0.026 0.873 0.759 0.764 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.713 0.784 a = climbing down 0.186 0.427 0.915 0.582 b = climbing up 0.000 1.000 0.840 0.913 c = jumping 0.001 0.993 0.910 0.950 d = lying 0.041 0.694 0.567 0.624 e = sitting 0.084 0.604 0.836 0.701 f = standing 0.004 0.979 0.904 0.940 g = running 0.010 0.614 0.094 0.163 h = walking ------------------------------------------------------- 0.046 0.751 0.704 0.682 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.637 0.774 0.699 a = climbing down 0.081 0.672 0.952 0.788 b = climbing up 0.000 1.000 0.810 0.895 c = jumping 0.007 0.961 0.973 0.967 d = lying 0.095 0.316 0.364 0.338 e = sitting 0.080 0.516 0.440 0.475 f = standing 0.007 0.945 0.720 0.817 g = running 0.009 0.930 0.683 0.788 h = walking ------------------------------------------------------- 0.045 0.735 0.711 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.298 0.290 0.900 0.438 a = climbing down 0.004 0.684 0.056 0.103 b = climbing up 0.005 0.803 0.917 0.856 c = jumping 0.055 0.667 0.687 0.677 d = lying 0.010 0.937 0.894 0.915 e = sitting 0.067 0.638 0.643 0.640 f = standing 0.018 0.907 0.968 0.936 g = running 0.001 0.125 0.001 0.002 h = walking ------------------------------------------------------- 0.058 0.614 0.601 0.547 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.107 0.285 0.329 0.305 a = climbing down 0.072 0.580 0.644 0.610 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.051 0.759 0.967 0.850 d = lying 0.015 0.886 0.731 0.801 e = sitting 0.005 0.947 0.615 0.746 f = standing 0.050 0.797 0.933 0.860 g = running 0.086 0.405 0.314 0.354 h = walking ------------------------------------------------------- 0.054 0.677 0.668 0.663 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.739 0.556 0.635 a = climbing down 0.094 0.649 0.964 0.776 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.002 0.983 0.887 0.933 d = lying 0.100 0.531 0.975 0.687 e = sitting 0.022 0.819 0.713 0.762 f = standing 0.001 0.994 0.652 0.787 g = running 0.018 0.844 0.659 0.740 h = walking ------------------------------------------------------- 0.035 0.815 0.765 0.768 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.191 0.361 0.916 0.518 a = climbing down 0.018 0.849 0.669 0.748 b = climbing up 0.000 1.000 0.243 0.391 c = jumping 0.023 0.816 0.666 0.733 d = lying 0.054 0.691 0.888 0.777 e = sitting 0.057 0.659 0.725 0.690 f = standing 0.020 0.924 0.869 0.895 g = running 0.014 0.230 0.024 0.043 h = walking ------------------------------------------------------- 0.046 0.679 0.670 0.641 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.762 0.824 0.792 a = climbing down 0.086 0.573 0.799 0.667 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.031 0.835 0.865 0.849 d = lying 0.011 0.925 0.914 0.920 e = sitting 0.034 0.792 0.769 0.780 f = standing 0.001 0.997 0.989 0.993 g = running 0.017 0.851 0.534 0.657 h = walking ------------------------------------------------------- 0.027 0.717 0.712 0.707 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.206 0.353 0.794 0.489 a = climbing down 0.035 0.705 0.517 0.597 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.040 0.740 0.818 0.777 d = lying 0.035 0.743 0.674 0.707 e = sitting 0.061 0.650 0.656 0.653 f = standing 0.004 0.981 0.964 0.972 g = running 0.016 0.453 0.081 0.137 h = walking ------------------------------------------------------- 0.052 0.681 0.654 0.636 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.171 0.334 0.930 0.491 a = climbing down 0.064 0.692 0.469 0.559 b = climbing up 0.000 1.000 0.045 0.086 c = jumping 0.044 0.705 0.696 0.701 d = lying 0.041 0.697 0.916 0.792 e = sitting 0.089 0.560 0.663 0.607 f = standing 0.025 0.847 0.849 0.848 g = running 0.020 0.512 0.123 0.199 h = walking ------------------------------------------------------- 0.059 0.647 0.603 0.580 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.971 0.624 0.760 a = climbing down 0.052 0.689 0.887 0.775 b = climbing up 0.000 0.977 0.983 0.980 c = jumping 0.016 0.911 0.985 0.947 d = lying 0.076 0.606 0.837 0.703 e = sitting 0.036 0.790 0.714 0.750 f = standing 0.001 0.996 0.756 0.860 g = running 0.043 0.755 0.805 0.779 h = walking ------------------------------------------------------- 0.030 0.831 0.803 0.805 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.810 0.830 a = climbing down 0.039 0.731 0.870 0.794 b = climbing up 0.000 0.986 0.930 0.957 c = jumping 0.021 0.809 0.502 0.620 d = lying 0.037 0.799 0.785 0.792 e = sitting 0.103 0.565 0.797 0.661 f = standing 0.015 0.923 0.997 0.959 g = running 0.008 0.948 0.788 0.861 h = walking ------------------------------------------------------- 0.034 0.812 0.793 0.792 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.824 0.591 0.688 a = climbing down 0.017 0.752 0.301 0.430 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.006 0.931 0.506 0.655 d = lying 0.048 0.740 0.883 0.805 e = sitting 0.087 0.582 0.752 0.656 f = standing 0.001 0.991 0.933 0.961 g = running 0.161 0.527 0.962 0.681 h = walking ------------------------------------------------------- 0.049 0.766 0.713 0.701 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.841 0.747 0.791 a = climbing down 0.060 0.691 0.860 0.766 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.005 0.969 0.970 0.970 d = lying 0.066 0.612 0.704 0.655 e = sitting 0.050 0.657 0.570 0.610 f = standing 0.002 0.989 1.000 0.995 g = running 0.016 0.898 0.774 0.831 h = walking ------------------------------------------------------- 0.030 0.819 0.812 0.812 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.937 0.604 0.735 a = climbing down 0.158 0.463 0.959 0.624 b = climbing up 0.005 0.825 1.000 0.904 c = jumping 0.001 0.996 0.902 0.947 d = lying 0.126 0.584 0.869 0.698 e = sitting 0.040 0.601 0.322 0.420 f = standing 0.003 0.980 0.967 0.973 g = running 0.008 0.854 0.285 0.427 h = walking ------------------------------------------------------- 0.050 0.765 0.704 0.687 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.127 0.318 0.793 0.454 a = climbing down 0.113 0.279 0.304 0.291 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.010 0.946 0.950 0.948 d = lying 0.143 0.531 0.983 0.690 e = sitting 0.006 0.847 0.189 0.309 f = standing 0.050 0.785 0.992 0.876 g = running 0.017 0.077 0.007 0.013 h = walking ------------------------------------------------------- 0.057 0.574 0.590 0.525 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.768 0.751 0.759 a = climbing down 0.095 0.569 0.758 0.650 b = climbing up 0.000 0.994 0.971 0.982 c = jumping 0.019 0.901 0.935 0.917 d = lying 0.011 0.795 0.301 0.437 e = sitting 0.105 0.566 0.860 0.683 f = standing 0.001 0.996 0.986 0.991 g = running 0.032 0.750 0.538 0.626 h = walking ------------------------------------------------------- 0.041 0.772 0.747 0.737 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.746 0.709 0.727 a = climbing down 0.036 0.786 0.789 0.788 b = climbing up 0.000 1.000 0.657 0.793 c = jumping 0.010 0.941 0.959 0.950 d = lying 0.149 0.381 0.589 0.463 e = sitting 0.063 0.322 0.159 0.213 f = standing 0.013 0.919 0.875 0.896 g = running 0.043 0.782 0.896 0.835 h = walking ------------------------------------------------------- 0.048 0.700 0.705 0.694 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.131 0.505 0.965 0.663 a = climbing down 0.078 0.543 0.661 0.596 b = climbing up 0.006 0.793 1.000 0.885 c = jumping 0.003 0.983 0.992 0.987 d = lying 0.005 0.966 0.847 0.903 e = sitting 0.024 0.866 0.953 0.908 f = standing 0.002 0.987 0.964 0.976 g = running 0.003 0.863 0.102 0.183 h = walking ------------------------------------------------------- 0.031 0.830 0.779 0.747 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.873 0.935 0.903 a = climbing down 0.033 0.791 0.812 0.801 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.008 0.953 0.984 0.968 d = lying 0.026 0.846 0.903 0.874 e = sitting 0.023 0.841 0.888 0.864 f = standing 0.000 0.999 0.871 0.931 g = running 0.021 0.882 0.831 0.856 h = walking ------------------------------------------------------- 0.017 0.892 0.889 0.889 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.787 0.750 0.768 a = climbing down 0.149 0.526 0.921 0.670 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.961 0.875 0.916 d = lying 0.107 0.418 0.662 0.512 e = sitting 0.066 0.500 0.517 0.508 f = standing 0.003 0.988 0.720 0.833 g = running 0.008 0.728 0.153 0.253 h = walking ------------------------------------------------------- 0.048 0.740 0.678 0.669 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.128 0.463 0.956 0.624 a = climbing down 0.013 0.862 0.606 0.711 b = climbing up 0.001 0.915 0.323 0.478 c = jumping 0.042 0.744 0.822 0.781 d = lying 0.039 0.723 0.727 0.725 e = sitting 0.035 0.729 0.621 0.671 f = standing 0.048 0.844 0.892 0.867 g = running 0.032 0.643 0.338 0.443 h = walking ------------------------------------------------------- 0.045 0.736 0.707 0.700 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.110 0.506 0.914 0.651 a = climbing down 0.044 0.704 0.767 0.734 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.021 0.887 0.950 0.918 d = lying 0.020 0.868 0.847 0.857 e = sitting 0.031 0.811 0.757 0.783 f = standing 0.009 0.955 1.000 0.977 g = running 0.020 0.705 0.255 0.375 h = walking ------------------------------------------------------- 0.033 0.794 0.777 0.762 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.758 0.781 0.769 a = climbing down 0.151 0.488 0.922 0.638 b = climbing up 0.006 0.764 0.982 0.859 c = jumping 0.008 0.933 0.855 0.892 d = lying 0.065 0.653 0.640 0.647 e = sitting 0.083 0.531 0.597 0.562 f = standing 0.001 0.995 0.923 0.958 g = running 0.015 0.172 0.019 0.035 h = walking ------------------------------------------------------- 0.050 0.655 0.685 0.652 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.758 0.896 0.821 a = climbing down 0.112 0.643 0.653 0.648 b = climbing up 0.000 1.000 0.198 0.330 c = jumping 0.040 0.731 0.714 0.722 d = lying 0.025 0.771 0.796 0.783 e = sitting 0.112 0.527 0.722 0.609 f = standing 0.032 0.834 0.970 0.897 g = running 0.010 0.873 0.391 0.540 h = walking ------------------------------------------------------- 0.058 0.727 0.702 0.692 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.705 0.816 a = climbing down 0.037 0.774 0.912 0.837 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.957 0.997 0.977 d = lying 0.120 0.531 0.804 0.640 e = sitting 0.040 0.687 0.492 0.573 f = standing 0.001 0.995 0.794 0.883 g = running 0.021 0.874 0.917 0.895 h = walking ------------------------------------------------------- 0.032 0.829 0.803 0.805 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.833 0.889 a = climbing down 0.070 0.574 0.966 0.720 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.989 0.796 0.882 d = lying 0.058 0.481 0.291 0.362 e = sitting 0.154 0.497 0.772 0.605 f = standing 0.007 0.962 0.984 0.973 g = running 0.000 0.996 0.670 0.802 h = walking ------------------------------------------------------- 0.043 0.785 0.746 0.746 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.916 0.570 0.703 a = climbing down 0.032 0.620 0.360 0.456 b = climbing up 0.000 0.973 0.632 0.767 c = jumping 0.003 0.979 0.910 0.944 d = lying 0.062 0.691 0.745 0.717 e = sitting 0.056 0.650 0.624 0.637 f = standing 0.013 0.930 0.987 0.957 g = running 0.126 0.571 0.930 0.707 h = walking ------------------------------------------------------- 0.044 0.765 0.745 0.739 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.061 0.613 0.875 0.721 a = climbing down 0.125 0.449 0.656 0.533 b = climbing up 0.010 0.598 0.919 0.724 c = jumping 0.001 0.993 0.991 0.992 d = lying 0.086 0.628 0.730 0.675 e = sitting 0.051 0.568 0.451 0.502 f = standing 0.005 0.971 0.936 0.953 g = running 0.006 0.897 0.277 0.423 h = walking ------------------------------------------------------- 0.046 0.742 0.700 0.689 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.934 0.516 0.664 a = climbing down 0.213 0.415 0.840 0.555 b = climbing up 0.001 0.969 0.969 0.969 c = jumping 0.001 0.996 0.961 0.978 d = lying 0.134 0.553 0.910 0.688 e = sitting 0.021 0.391 0.097 0.155 f = standing 0.001 0.992 0.994 0.993 g = running 0.027 0.457 0.122 0.192 h = walking ------------------------------------------------------- 0.061 0.673 0.659 0.617 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.290 0.183 0.970 0.308 a = climbing down 0.006 0.842 0.205 0.330 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 1.000 0.583 0.737 d = lying 0.068 0.717 0.935 0.811 e = sitting 0.087 0.512 0.591 0.549 f = standing 0.004 0.978 0.998 0.988 g = running 0.001 0.688 0.009 0.017 h = walking ------------------------------------------------------- 0.042 0.761 0.586 0.562 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.828 0.860 0.844 a = climbing down 0.047 0.720 0.803 0.759 b = climbing up 0.000 1.000 0.830 0.907 c = jumping 0.013 0.927 0.990 0.958 d = lying 0.081 0.556 0.606 0.580 e = sitting 0.057 0.591 0.508 0.546 f = standing 0.004 0.978 0.980 0.979 g = running 0.016 0.901 0.786 0.839 h = walking ------------------------------------------------------- 0.033 0.794 0.793 0.792 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.047 0.639 0.710 0.673 a = climbing down 0.051 0.749 0.928 0.829 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.006 0.967 0.983 0.975 d = lying 0.085 0.489 0.468 0.478 e = sitting 0.091 0.503 0.501 0.502 f = standing 0.002 0.983 0.713 0.826 g = running 0.015 0.908 0.901 0.905 h = walking ------------------------------------------------------- 0.042 0.754 0.745 0.745 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.122 0.512 0.945 0.664 a = climbing down 0.085 0.558 0.802 0.658 b = climbing up 0.027 0.453 0.994 0.622 c = jumping 0.021 0.845 0.695 0.763 d = lying 0.029 0.849 0.991 0.914 e = sitting 0.044 0.760 0.760 0.760 f = standing 0.001 0.991 0.827 0.902 g = running 0.001 0.333 0.002 0.003 h = walking ------------------------------------------------------- 0.039 0.694 0.710 0.661 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.936 0.938 0.937 a = climbing down 0.046 0.748 0.876 0.807 b = climbing up 0.000 0.989 0.995 0.992 c = jumping 0.011 0.938 0.963 0.950 d = lying 0.025 0.852 0.951 0.899 e = sitting 0.009 0.930 0.876 0.902 f = standing 0.003 0.984 0.899 0.939 g = running 0.016 0.901 0.785 0.839 h = walking ------------------------------------------------------- 0.016 0.903 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.751 0.445 0.559 a = climbing down 0.133 0.567 0.974 0.717 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.006 0.954 0.887 0.919 d = lying 0.113 0.470 0.875 0.612 e = sitting 0.023 0.796 0.634 0.705 f = standing 0.002 0.989 0.688 0.811 g = running 0.008 0.915 0.611 0.733 h = walking ------------------------------------------------------- 0.040 0.801 0.731 0.736 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.082 0.560 0.919 0.696 a = climbing down 0.022 0.837 0.870 0.853 b = climbing up 0.000 0.987 0.897 0.940 c = jumping 0.020 0.861 0.827 0.844 d = lying 0.055 0.712 0.932 0.807 e = sitting 0.030 0.788 0.762 0.775 f = standing 0.005 0.981 0.845 0.908 g = running 0.010 0.885 0.473 0.616 h = walking ------------------------------------------------------- 0.027 0.833 0.802 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.790 0.542 0.642 a = climbing down 0.165 0.410 0.850 0.553 b = climbing up 0.072 0.221 0.994 0.361 c = jumping 0.029 0.792 0.685 0.735 d = lying 0.043 0.746 0.830 0.786 e = sitting 0.076 0.621 0.632 0.626 f = standing 0.012 0.874 0.449 0.593 g = running 0.007 0.915 0.415 0.571 h = walking ------------------------------------------------------- 0.048 0.733 0.626 0.637 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.162 0.412 0.838 0.553 a = climbing down 0.012 0.886 0.597 0.713 b = climbing up 0.000 1.000 0.850 0.919 c = jumping 0.015 0.877 0.825 0.851 d = lying 0.039 0.783 0.773 0.778 e = sitting 0.060 0.672 0.740 0.704 f = standing 0.008 0.961 0.949 0.955 g = running 0.031 0.533 0.222 0.313 h = walking ------------------------------------------------------- 0.043 0.749 0.715 0.711 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.747 0.948 0.836 a = climbing down 0.071 0.720 0.585 0.646 b = climbing up 0.000 1.000 0.557 0.716 c = jumping 0.038 0.718 0.693 0.705 d = lying 0.026 0.740 0.710 0.725 e = sitting 0.112 0.549 0.781 0.645 f = standing 0.025 0.866 0.972 0.916 g = running 0.019 0.842 0.602 0.702 h = walking ------------------------------------------------------- 0.050 0.743 0.728 0.725 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.803 0.848 a = climbing down 0.044 0.719 0.893 0.797 b = climbing up 0.004 0.833 0.994 0.907 c = jumping 0.007 0.958 0.984 0.971 d = lying 0.070 0.634 0.693 0.662 e = sitting 0.059 0.686 0.753 0.718 f = standing 0.000 0.999 0.776 0.873 g = running 0.009 0.941 0.860 0.899 h = walking ------------------------------------------------------- 0.028 0.838 0.822 0.826 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.066 0.626 0.929 0.748 a = climbing down 0.135 0.341 0.599 0.435 b = climbing up 0.000 1.000 0.873 0.932 c = jumping 0.012 0.888 0.558 0.685 d = lying 0.077 0.275 0.163 0.205 e = sitting 0.200 0.403 0.706 0.513 f = standing 0.006 0.968 0.975 0.972 g = running 0.000 0.981 0.125 0.222 h = walking ------------------------------------------------------- 0.068 0.661 0.572 0.545 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.870 0.749 0.805 a = climbing down 0.033 0.788 0.682 0.731 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.001 0.993 0.593 0.742 d = lying 0.047 0.716 0.791 0.752 e = sitting 0.094 0.567 0.742 0.642 f = standing 0.004 0.980 0.995 0.987 g = running 0.062 0.735 0.901 0.810 h = walking ------------------------------------------------------- 0.036 0.809 0.784 0.785 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.866 0.660 0.749 a = climbing down 0.104 0.568 0.893 0.695 b = climbing up 0.000 1.000 0.738 0.849 c = jumping 0.001 0.996 0.978 0.987 d = lying 0.120 0.564 0.936 0.704 e = sitting 0.012 0.787 0.261 0.392 f = standing 0.010 0.948 0.999 0.973 g = running 0.020 0.839 0.572 0.680 h = walking ------------------------------------------------------- 0.039 0.802 0.760 0.745 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.948 0.565 0.708 a = climbing down 0.146 0.481 0.913 0.630 b = climbing up 0.000 0.989 0.984 0.987 c = jumping 0.000 0.999 0.922 0.959 d = lying 0.137 0.560 0.901 0.690 e = sitting 0.018 0.556 0.129 0.209 f = standing 0.027 0.861 0.998 0.925 g = running 0.019 0.798 0.414 0.545 h = walking ------------------------------------------------------- 0.051 0.739 0.700 0.669 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.123 0.325 0.824 0.466 a = climbing down 0.047 0.524 0.351 0.420 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.005 0.975 0.984 0.979 d = lying 0.089 0.668 0.952 0.785 e = sitting 0.008 0.916 0.499 0.646 f = standing 0.023 0.886 0.990 0.935 g = running 0.007 0.935 0.504 0.655 h = walking ------------------------------------------------------- 0.035 0.796 0.733 0.730 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.841 0.712 0.772 a = climbing down 0.061 0.652 0.789 0.714 b = climbing up 0.000 0.993 0.876 0.931 c = jumping 0.005 0.970 0.948 0.959 d = lying 0.038 0.723 0.697 0.710 e = sitting 0.044 0.739 0.763 0.751 f = standing 0.013 0.938 0.995 0.966 g = running 0.025 0.852 0.789 0.819 h = walking ------------------------------------------------------- 0.028 0.828 0.823 0.823 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.102 0.523 0.868 0.652 a = climbing down 0.100 0.633 0.946 0.758 b = climbing up 0.002 0.889 0.980 0.932 c = jumping 0.014 0.927 0.969 0.947 d = lying 0.077 0.306 0.269 0.286 e = sitting 0.088 0.421 0.422 0.422 f = standing 0.004 0.970 0.732 0.835 g = running 0.002 0.969 0.290 0.446 h = walking ------------------------------------------------------- 0.050 0.712 0.661 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.024 0.837 0.915 0.874 a = climbing down 0.013 0.895 0.843 0.868 b = climbing up 0.000 0.994 0.939 0.966 c = jumping 0.142 0.557 0.982 0.711 d = lying 0.001 0.992 0.989 0.990 e = sitting 0.004 0.900 0.193 0.317 f = standing 0.004 0.976 0.999 0.987 g = running 0.022 0.870 0.836 0.853 h = walking ------------------------------------------------------- 0.031 0.861 0.820 0.797 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.052 0.698 0.947 0.804 a = climbing down 0.079 0.601 0.813 0.691 b = climbing up 0.001 0.967 1.000 0.983 c = jumping 0.019 0.892 0.979 0.933 d = lying 0.031 0.832 0.970 0.896 e = sitting 0.007 0.949 0.856 0.900 f = standing 0.000 0.998 0.856 0.921 g = running 0.009 0.892 0.405 0.557 h = walking ------------------------------------------------------- 0.025 0.852 0.827 0.819 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.014 0.662 0.181 0.284 a = climbing down 0.111 0.585 0.901 0.709 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.015 0.895 0.806 0.848 d = lying 0.065 0.676 0.976 0.798 e = sitting 0.034 0.753 0.751 0.752 f = standing 0.001 0.995 0.701 0.822 g = running 0.059 0.686 0.873 0.768 h = walking ------------------------------------------------------- 0.040 0.768 0.741 0.722 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.171 0.383 0.860 0.530 a = climbing down 0.042 0.726 0.802 0.762 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.029 0.773 0.623 0.690 d = lying 0.050 0.714 0.964 0.821 e = sitting 0.058 0.624 0.680 0.651 f = standing 0.003 0.989 0.790 0.878 g = running 0.026 0.076 0.012 0.021 h = walking ------------------------------------------------------- 0.045 0.647 0.667 0.637 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.783 0.795 0.789 a = climbing down 0.123 0.505 0.880 0.642 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.092 0.624 0.815 0.706 d = lying 0.016 0.897 0.959 0.927 e = sitting 0.034 0.655 0.385 0.485 f = standing 0.002 0.992 0.986 0.989 g = running 0.014 0.813 0.336 0.475 h = walking ------------------------------------------------------- 0.039 0.659 0.645 0.627 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.042 0.743 0.891 0.810 a = climbing down 0.087 0.604 0.854 0.707 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.026 0.838 0.766 0.801 d = lying 0.027 0.819 0.851 0.834 e = sitting 0.057 0.672 0.705 0.688 f = standing 0.005 0.977 0.984 0.980 g = running 0.005 0.934 0.413 0.572 h = walking ------------------------------------------------------- 0.034 0.809 0.785 0.779 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.131 0.433 0.944 0.594 a = climbing down 0.037 0.800 0.486 0.604 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.099 0.526 0.744 0.616 d = lying 0.045 0.688 0.971 0.806 e = sitting 0.072 0.456 0.359 0.402 f = standing 0.034 0.785 0.757 0.770 g = running 0.032 0.693 0.425 0.527 h = walking ------------------------------------------------------- 0.058 0.656 0.609 0.594 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.040 0.738 0.846 0.788 a = climbing down 0.064 0.628 0.778 0.695 b = climbing up 0.009 0.706 0.971 0.818 c = jumping 0.052 0.770 0.966 0.857 d = lying 0.039 0.785 0.955 0.862 e = sitting 0.016 0.829 0.589 0.689 f = standing 0.001 0.995 0.722 0.837 g = running 0.026 0.806 0.613 0.696 h = walking ------------------------------------------------------- 0.032 0.805 0.785 0.782 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.072 0.590 0.851 0.697 a = climbing down 0.004 0.750 0.093 0.166 b = climbing up 0.000 0.994 0.975 0.984 c = jumping 0.011 0.906 0.590 0.715 d = lying 0.017 0.886 0.701 0.783 e = sitting 0.119 0.544 0.892 0.676 f = standing 0.003 0.983 0.997 0.990 g = running 0.061 0.744 0.951 0.835 h = walking ------------------------------------------------------- 0.039 0.791 0.752 0.727 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.030 0.751 0.657 0.701 a = climbing down 0.058 0.723 0.858 0.784 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.011 0.791 0.262 0.394 d = lying 0.024 0.860 0.916 0.887 e = sitting 0.119 0.469 0.812 0.594 f = standing 0.005 0.974 0.983 0.978 g = running 0.029 0.838 0.775 0.805 h = walking ------------------------------------------------------- 0.036 0.789 0.761 0.750 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.864 0.697 0.772 a = climbing down 0.102 0.585 0.933 0.719 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.010 0.936 0.844 0.887 d = lying 0.051 0.720 0.889 0.796 e = sitting 0.040 0.728 0.645 0.684 f = standing 0.004 0.980 0.998 0.989 g = running 0.007 0.936 0.590 0.724 h = walking ------------------------------------------------------- 0.031 0.831 0.802 0.802 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.886 0.658 0.755 a = climbing down 0.151 0.481 0.964 0.642 b = climbing up 0.000 0.994 0.891 0.940 c = jumping 0.002 0.986 0.922 0.953 d = lying 0.100 0.659 0.977 0.787 e = sitting 0.014 0.832 0.408 0.548 f = standing 0.005 0.973 0.998 0.985 g = running 0.006 0.892 0.293 0.442 h = walking ------------------------------------------------------- 0.041 0.820 0.753 0.736 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.081 0.390 0.737 0.510 a = climbing down 0.153 0.228 0.310 0.263 b = climbing up 0.000 0.981 0.946 0.964 c = jumping 0.012 0.933 0.893 0.913 d = lying 0.033 0.835 0.986 0.904 e = sitting 0.010 0.935 0.810 0.868 f = standing 0.039 0.826 0.998 0.904 g = running 0.010 0.789 0.173 0.284 h = walking ------------------------------------------------------- 0.041 0.753 0.703 0.686 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.806 0.655 0.722 a = climbing down 0.096 0.494 0.597 0.541 b = climbing up 0.000 1.000 0.147 0.257 c = jumping 0.004 0.971 0.837 0.899 d = lying 0.018 0.709 0.306 0.427 e = sitting 0.128 0.529 0.914 0.670 f = standing 0.020 0.897 0.951 0.923 g = running 0.078 0.560 0.546 0.553 h = walking ------------------------------------------------------- 0.051 0.719 0.685 0.676 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.059 0.555 0.598 0.576 a = climbing down 0.142 0.540 0.957 0.690 b = climbing up 0.002 0.839 0.723 0.776 c = jumping 0.026 0.872 0.977 0.922 d = lying 0.087 0.414 0.380 0.396 e = sitting 0.080 0.427 0.405 0.416 f = standing 0.006 0.954 0.658 0.779 g = running 0.004 0.952 0.486 0.643 h = walking ------------------------------------------------------- 0.056 0.691 0.648 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.055 0.705 0.966 0.815 a = climbing down 0.103 0.519 0.809 0.632 b = climbing up 0.005 0.805 0.975 0.882 c = jumping 0.002 0.989 0.993 0.991 d = lying 0.001 0.995 0.985 0.990 e = sitting 0.003 0.978 0.982 0.980 f = standing 0.001 0.997 0.968 0.982 g = running 0.004 0.921 0.249 0.392 h = walking ------------------------------------------------------- 0.021 0.885 0.847 0.830 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.865 0.955 0.907 a = climbing down 0.030 0.797 0.789 0.793 b = climbing up 0.001 0.973 0.994 0.983 c = jumping 0.019 0.895 0.992 0.941 d = lying 0.031 0.825 0.926 0.872 e = sitting 0.009 0.934 0.792 0.857 f = standing 0.002 0.990 0.915 0.951 g = running 0.024 0.863 0.818 0.840 h = walking ------------------------------------------------------- 0.018 0.888 0.885 0.884 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.055 0.666 0.732 0.697 a = climbing down 0.134 0.527 0.847 0.650 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.955 0.737 0.832 d = lying 0.051 0.736 0.965 0.835 e = sitting 0.041 0.686 0.711 0.698 f = standing 0.001 0.996 0.874 0.931 g = running 0.010 0.759 0.210 0.330 h = walking ------------------------------------------------------- 0.041 0.778 0.742 0.730 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.160 0.416 0.960 0.580 a = climbing down 0.005 0.941 0.575 0.714 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.064 0.676 0.871 0.761 d = lying 0.044 0.710 0.820 0.761 e = sitting 0.051 0.564 0.457 0.505 f = standing 0.002 0.993 0.855 0.919 g = running 0.052 0.260 0.103 0.147 h = walking ------------------------------------------------------- 0.046 0.687 0.669 0.652 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.846 0.866 0.856 a = climbing down 0.086 0.567 0.814 0.668 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.026 0.868 0.946 0.905 d = lying 0.016 0.904 0.970 0.936 e = sitting 0.012 0.913 0.758 0.828 f = standing 0.001 0.994 1.000 0.997 g = running 0.020 0.825 0.527 0.643 h = walking ------------------------------------------------------- 0.024 0.857 0.842 0.840 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.033 0.779 0.859 0.817 a = climbing down 0.016 0.870 0.705 0.779 b = climbing up 0.000 0.982 0.977 0.979 c = jumping 0.009 0.944 0.871 0.906 d = lying 0.036 0.771 0.817 0.793 e = sitting 0.046 0.717 0.736 0.726 f = standing 0.002 0.991 0.978 0.985 g = running 0.044 0.762 0.847 0.802 h = walking ------------------------------------------------------- 0.025 0.844 0.839 0.840 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.778 0.856 0.815 a = climbing down 0.058 0.672 0.394 0.497 b = climbing up 0.000 1.000 0.268 0.423 c = jumping 0.053 0.596 0.535 0.563 d = lying 0.028 0.780 0.985 0.870 e = sitting 0.128 0.469 0.675 0.553 f = standing 0.043 0.784 0.967 0.866 g = running 0.034 0.797 0.767 0.782 h = walking ------------------------------------------------------- 0.055 0.694 0.684 0.671 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.980 0.712 0.825 a = climbing down 0.038 0.767 0.908 0.832 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.004 0.979 0.996 0.987 d = lying 0.042 0.798 0.914 0.852 e = sitting 0.022 0.838 0.889 0.863 f = standing 0.002 0.991 0.821 0.898 g = running 0.022 0.883 0.933 0.907 h = walking ------------------------------------------------------- 0.018 0.897 0.886 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.890 0.858 0.874 a = climbing down 0.021 0.776 0.718 0.746 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.000 0.998 0.734 0.846 d = lying 0.026 0.731 0.368 0.490 e = sitting 0.163 0.465 0.873 0.607 f = standing 0.007 0.963 0.991 0.977 g = running 0.025 0.878 0.922 0.900 h = walking ------------------------------------------------------- 0.035 0.824 0.781 0.781 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.753 0.799 a = climbing down 0.088 0.623 0.927 0.745 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.003 0.976 0.876 0.924 d = lying 0.034 0.830 0.929 0.877 e = sitting 0.025 0.798 0.759 0.778 f = standing 0.005 0.971 0.943 0.957 g = running 0.017 0.880 0.652 0.749 h = walking ------------------------------------------------------- 0.026 0.855 0.836 0.837 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.863 0.781 0.820 a = climbing down 0.037 0.785 0.875 0.828 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.001 0.995 0.989 0.992 d = lying 0.050 0.767 0.918 0.836 e = sitting 0.015 0.873 0.685 0.768 f = standing 0.002 0.988 1.000 0.994 g = running 0.014 0.922 0.878 0.899 h = walking ------------------------------------------------------- 0.019 0.890 0.885 0.884 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.938 0.536 0.683 a = climbing down 0.144 0.511 0.922 0.658 b = climbing up 0.000 0.990 0.545 0.703 c = jumping 0.002 0.987 0.937 0.962 d = lying 0.104 0.633 0.970 0.766 e = sitting 0.014 0.743 0.286 0.413 f = standing 0.013 0.932 0.997 0.963 g = running 0.025 0.763 0.428 0.549 h = walking ------------------------------------------------------- 0.045 0.786 0.738 0.721 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.292 0.138 0.695 0.230 a = climbing down 0.001 0.948 0.150 0.259 b = climbing up 0.002 0.899 0.985 0.940 c = jumping 0.000 0.998 0.808 0.893 d = lying 0.012 0.933 0.941 0.937 e = sitting 0.042 0.777 0.948 0.854 f = standing 0.031 0.860 0.987 0.919 g = running 0.001 0.727 0.019 0.036 h = walking ------------------------------------------------------- 0.031 0.827 0.649 0.626 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.750 0.830 a = climbing down 0.079 0.640 0.936 0.760 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.013 0.927 0.979 0.952 d = lying 0.025 0.829 0.726 0.774 e = sitting 0.037 0.784 0.854 0.817 f = standing 0.002 0.991 0.977 0.984 g = running 0.010 0.929 0.703 0.801 h = walking ------------------------------------------------------- 0.023 0.868 0.850 0.851 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.074 0.591 0.882 0.708 a = climbing down 0.042 0.790 0.930 0.854 b = climbing up 0.006 0.762 0.980 0.857 c = jumping 0.008 0.951 0.900 0.925 d = lying 0.058 0.496 0.315 0.385 e = sitting 0.131 0.376 0.546 0.445 f = standing 0.006 0.948 0.647 0.769 g = running 0.006 0.959 0.767 0.852 h = walking ------------------------------------------------------- 0.043 0.744 0.712 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.030 0.810 0.950 0.874 a = climbing down 0.032 0.781 0.869 0.823 b = climbing up 0.007 0.758 0.970 0.851 c = jumping 0.033 0.844 0.989 0.911 d = lying 0.001 0.996 0.981 0.989 e = sitting 0.002 0.984 0.807 0.887 f = standing 0.003 0.984 0.957 0.970 g = running 0.010 0.928 0.728 0.816 h = walking ------------------------------------------------------- 0.015 0.907 0.897 0.897 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.938 0.948 0.943 a = climbing down 0.023 0.842 0.812 0.827 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.012 0.930 0.973 0.951 d = lying 0.041 0.777 0.972 0.863 e = sitting 0.007 0.951 0.861 0.904 f = standing 0.000 0.998 0.838 0.911 g = running 0.024 0.872 0.901 0.886 h = walking ------------------------------------------------------- 0.016 0.907 0.900 0.900 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.718 0.350 0.470 a = climbing down 0.115 0.593 0.964 0.734 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.016 0.891 0.817 0.853 d = lying 0.075 0.654 0.977 0.784 e = sitting 0.027 0.784 0.711 0.746 f = standing 0.001 0.993 0.733 0.844 g = running 0.021 0.840 0.754 0.795 h = walking ------------------------------------------------------- 0.037 0.797 0.762 0.756 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.144 0.412 0.821 0.549 a = climbing down 0.053 0.709 0.939 0.808 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.013 0.916 0.881 0.898 d = lying 0.053 0.683 0.883 0.770 e = sitting 0.031 0.777 0.759 0.768 f = standing 0.001 0.994 0.846 0.914 g = running 0.004 0.670 0.050 0.093 h = walking ------------------------------------------------------- 0.035 0.774 0.735 0.702 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.029 0.790 0.807 0.798 a = climbing down 0.080 0.575 0.779 0.662 b = climbing up 0.002 0.892 0.924 0.908 c = jumping 0.091 0.606 0.803 0.691 d = lying 0.023 0.834 0.743 0.786 e = sitting 0.063 0.513 0.394 0.446 f = standing 0.003 0.983 0.969 0.976 g = running 0.016 0.865 0.604 0.711 h = walking ------------------------------------------------------- 0.042 0.746 0.733 0.730 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.048 0.712 0.874 0.785 a = climbing down 0.031 0.808 0.844 0.826 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.016 0.895 0.868 0.881 d = lying 0.023 0.840 0.816 0.828 e = sitting 0.047 0.735 0.782 0.758 f = standing 0.004 0.978 0.980 0.979 g = running 0.011 0.912 0.704 0.795 h = walking ------------------------------------------------------- 0.024 0.850 0.843 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.043 0.685 0.873 0.767 a = climbing down 0.052 0.736 0.473 0.576 b = climbing up 0.000 1.000 0.684 0.812 c = jumping 0.014 0.774 0.360 0.491 d = lying 0.023 0.797 0.892 0.842 e = sitting 0.154 0.499 0.906 0.644 f = standing 0.016 0.901 0.868 0.884 g = running 0.046 0.746 0.767 0.757 h = walking ------------------------------------------------------- 0.051 0.737 0.704 0.694 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.873 0.898 a = climbing down 0.021 0.850 0.893 0.871 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.009 0.949 0.981 0.965 d = lying 0.046 0.792 0.961 0.868 e = sitting 0.010 0.919 0.877 0.898 f = standing 0.000 0.998 0.814 0.896 g = running 0.014 0.918 0.927 0.923 h = walking ------------------------------------------------------- 0.015 0.912 0.905 0.905 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.040 0.737 0.928 0.822 a = climbing down 0.020 0.806 0.689 0.743 b = climbing up 0.000 0.994 0.884 0.936 c = jumping 0.005 0.965 0.756 0.848 d = lying 0.022 0.846 0.633 0.724 e = sitting 0.099 0.593 0.916 0.720 f = standing 0.011 0.947 0.991 0.969 g = running 0.018 0.890 0.783 0.833 h = walking ------------------------------------------------------- 0.029 0.840 0.815 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.024 0.804 0.705 0.751 a = climbing down 0.066 0.705 0.907 0.793 b = climbing up 0.000 1.000 0.915 0.955 c = jumping 0.004 0.952 0.440 0.602 d = lying 0.033 0.818 0.942 0.876 e = sitting 0.086 0.540 0.783 0.639 f = standing 0.004 0.975 0.953 0.964 g = running 0.022 0.870 0.763 0.813 h = walking ------------------------------------------------------- 0.032 0.823 0.792 0.789 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.837 0.879 a = climbing down 0.026 0.839 0.891 0.864 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.009 0.948 0.956 0.952 d = lying 0.033 0.801 0.806 0.803 e = sitting 0.037 0.753 0.689 0.719 f = standing 0.018 0.907 0.998 0.950 g = running 0.022 0.878 0.879 0.878 h = walking ------------------------------------------------------- 0.022 0.867 0.868 0.866 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.918 0.660 0.768 a = climbing down 0.118 0.541 0.940 0.686 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.966 0.980 d = lying 0.109 0.632 0.968 0.765 e = sitting 0.010 0.858 0.358 0.505 f = standing 0.001 0.992 0.999 0.996 g = running 0.013 0.872 0.490 0.627 h = walking ------------------------------------------------------- 0.037 0.832 0.779 0.768 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.085 0.332 0.616 0.431 a = climbing down 0.004 0.918 0.274 0.422 b = climbing up 0.000 1.000 0.915 0.956 c = jumping 0.002 0.986 0.959 0.972 d = lying 0.011 0.943 0.959 0.951 e = sitting 0.012 0.929 0.936 0.933 f = standing 0.043 0.816 1.000 0.898 g = running 0.011 0.947 0.949 0.948 h = walking ------------------------------------------------------- 0.018 0.887 0.850 0.842 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.764 0.839 a = climbing down 0.060 0.684 0.889 0.773 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.008 0.952 0.943 0.948 d = lying 0.023 0.805 0.659 0.725 e = sitting 0.055 0.719 0.884 0.793 f = standing 0.001 0.995 0.933 0.963 g = running 0.020 0.879 0.808 0.842 h = walking ------------------------------------------------------- 0.024 0.862 0.848 0.850 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.038 0.693 0.708 0.701 a = climbing down 0.183 0.467 0.935 0.623 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.019 0.368 0.062 0.107 d = lying 0.110 0.283 0.365 0.319 e = sitting 0.240 0.248 0.377 0.300 f = standing 0.011 0.924 0.803 0.859 g = running 0.008 0.750 0.137 0.231 h = walking ------------------------------------------------------- 0.090 0.538 0.480 0.446 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.053 0.711 0.966 0.819 a = climbing down 0.018 0.852 0.749 0.797 b = climbing up 0.001 0.976 1.000 0.988 c = jumping 0.001 0.993 0.986 0.990 d = lying 0.011 0.935 0.984 0.959 e = sitting 0.003 0.977 0.930 0.953 f = standing 0.001 0.996 0.997 0.996 g = running 0.015 0.899 0.732 0.807 h = walking ------------------------------------------------------- 0.013 0.918 0.910 0.910 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.910 0.931 a = climbing down 0.047 0.746 0.924 0.825 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.021 0.887 0.991 0.936 d = lying 0.025 0.859 0.969 0.910 e = sitting 0.004 0.973 0.860 0.913 f = standing 0.002 0.989 0.884 0.934 g = running 0.014 0.907 0.758 0.826 h = walking ------------------------------------------------------- 0.016 0.907 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.006 0.430 0.028 0.052 a = climbing down 0.309 0.360 0.978 0.526 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.008 0.943 0.779 0.853 d = lying 0.064 0.640 0.809 0.715 e = sitting 0.057 0.610 0.704 0.654 f = standing 0.000 0.999 0.653 0.790 g = running 0.017 0.576 0.157 0.247 h = walking ------------------------------------------------------- 0.065 0.678 0.604 0.571 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.232 0.310 0.899 0.461 a = climbing down 0.011 0.852 0.453 0.592 b = climbing up 0.000 1.000 0.275 0.432 c = jumping 0.057 0.634 0.672 0.652 d = lying 0.105 0.558 0.947 0.703 e = sitting 0.046 0.645 0.543 0.590 f = standing 0.016 0.910 0.564 0.696 g = running 0.031 0.197 0.044 0.072 h = walking ------------------------------------------------------- 0.060 0.624 0.562 0.544 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.051 0.629 0.651 0.640 a = climbing down 0.106 0.504 0.748 0.602 b = climbing up 0.029 0.000 0.000 0.000 c = jumping 0.043 0.795 0.861 0.827 d = lying 0.083 0.491 0.557 0.522 e = sitting 0.081 0.397 0.315 0.352 f = standing 0.002 0.989 0.828 0.901 g = running 0.019 0.822 0.472 0.600 h = walking ------------------------------------------------------- 0.052 0.578 0.554 0.555 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.065 0.625 0.801 0.702 a = climbing down 0.093 0.578 0.820 0.678 b = climbing up 0.004 0.839 1.000 0.912 c = jumping 0.008 0.954 0.848 0.898 d = lying 0.046 0.722 0.820 0.768 e = sitting 0.049 0.691 0.694 0.693 f = standing 0.001 0.993 0.949 0.970 g = running 0.017 0.737 0.289 0.416 h = walking ------------------------------------------------------- 0.037 0.773 0.754 0.745 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.055 0.606 0.766 0.677 a = climbing down 0.067 0.638 0.402 0.493 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.055 0.557 0.439 0.491 d = lying 0.034 0.730 0.929 0.818 e = sitting 0.132 0.450 0.630 0.525 f = standing 0.053 0.742 0.968 0.840 g = running 0.031 0.786 0.688 0.734 h = walking ------------------------------------------------------- 0.053 0.564 0.603 0.572 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.962 0.571 0.717 a = climbing down 0.051 0.689 0.858 0.765 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.005 0.969 0.980 0.975 d = lying 0.073 0.606 0.785 0.684 e = sitting 0.045 0.766 0.769 0.767 f = standing 0.001 0.997 0.792 0.883 g = running 0.040 0.784 0.864 0.822 h = walking ------------------------------------------------------- 0.029 0.837 0.812 0.815 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.901 0.899 a = climbing down 0.008 0.910 0.780 0.840 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.003 0.980 0.812 0.888 d = lying 0.026 0.829 0.659 0.734 e = sitting 0.088 0.637 0.909 0.749 f = standing 0.003 0.982 0.998 0.990 g = running 0.018 0.907 0.958 0.932 h = walking ------------------------------------------------------- 0.023 0.880 0.864 0.865 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.806 0.679 0.737 a = climbing down 0.039 0.728 0.689 0.708 b = climbing up 0.001 0.938 0.799 0.863 c = jumping 0.005 0.972 0.957 0.965 d = lying 0.047 0.750 0.886 0.812 e = sitting 0.018 0.864 0.714 0.782 f = standing 0.007 0.960 0.947 0.953 g = running 0.065 0.711 0.854 0.776 h = walking ------------------------------------------------------- 0.029 0.832 0.825 0.825 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.748 0.809 0.777 a = climbing down 0.089 0.620 0.883 0.728 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.000 0.998 0.994 0.996 d = lying 0.073 0.618 0.759 0.681 e = sitting 0.038 0.688 0.540 0.605 f = standing 0.004 0.979 1.000 0.989 g = running 0.005 0.956 0.540 0.690 h = walking ------------------------------------------------------- 0.032 0.816 0.792 0.789 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.959 0.490 0.648 a = climbing down 0.221 0.407 0.987 0.577 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.989 0.954 0.971 d = lying 0.099 0.640 0.935 0.760 e = sitting 0.015 0.732 0.293 0.419 f = standing 0.003 0.985 1.000 0.992 g = running 0.007 0.746 0.109 0.190 h = walking ------------------------------------------------------- 0.049 0.782 0.700 0.664 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.383 0.806 0.519 a = climbing down 0.048 0.443 0.256 0.324 b = climbing up 0.000 0.985 0.978 0.981 c = jumping 0.000 0.996 0.460 0.630 d = lying 0.121 0.587 0.992 0.737 e = sitting 0.098 0.309 0.276 0.292 f = standing 0.028 0.873 0.998 0.931 g = running 0.022 0.868 0.685 0.766 h = walking ------------------------------------------------------- 0.052 0.688 0.645 0.631 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.895 0.790 0.839 a = climbing down 0.044 0.735 0.808 0.770 b = climbing up 0.000 0.993 0.937 0.964 c = jumping 0.019 0.898 0.950 0.923 d = lying 0.011 0.802 0.313 0.450 e = sitting 0.101 0.605 0.888 0.720 f = standing 0.001 0.992 0.986 0.989 g = running 0.033 0.825 0.837 0.831 h = walking ------------------------------------------------------- 0.032 0.825 0.810 0.799 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.074 0.472 0.537 0.502 a = climbing down 0.092 0.642 0.957 0.769 b = climbing up 0.000 1.000 0.340 0.508 c = jumping 0.010 0.927 0.700 0.797 d = lying 0.083 0.327 0.335 0.331 e = sitting 0.137 0.411 0.490 0.447 f = standing 0.021 0.830 0.574 0.679 g = running 0.015 0.900 0.750 0.818 h = walking ------------------------------------------------------- 0.060 0.669 0.628 0.633 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.166 0.436 0.964 0.601 a = climbing down 0.015 0.846 0.612 0.710 b = climbing up 0.001 0.955 0.982 0.968 c = jumping 0.012 0.933 0.886 0.909 d = lying 0.011 0.931 0.944 0.937 e = sitting 0.019 0.895 0.879 0.887 f = standing 0.010 0.944 0.993 0.968 g = running 0.024 0.506 0.136 0.215 h = walking ------------------------------------------------------- 0.032 0.796 0.776 0.756 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.970 0.960 0.965 a = climbing down 0.085 0.627 0.958 0.758 b = climbing up 0.000 0.983 0.994 0.989 c = jumping 0.035 0.793 0.820 0.806 d = lying 0.034 0.809 0.965 0.880 e = sitting 0.029 0.808 0.765 0.786 f = standing 0.005 0.975 0.838 0.901 g = running 0.007 0.937 0.544 0.688 h = walking ------------------------------------------------------- 0.027 0.853 0.828 0.826 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.084 0.571 0.726 0.639 a = climbing down 0.039 0.807 0.941 0.869 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.037 0.785 0.857 0.819 d = lying 0.102 0.566 0.969 0.715 e = sitting 0.018 0.804 0.534 0.642 f = standing 0.002 0.987 0.674 0.801 g = running 0.018 0.780 0.438 0.561 h = walking ------------------------------------------------------- 0.039 0.778 0.739 0.734 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.052 0.668 0.865 0.754 a = climbing down 0.016 0.872 0.802 0.836 b = climbing up 0.000 1.000 0.890 0.942 c = jumping 0.024 0.837 0.802 0.819 d = lying 0.086 0.607 0.966 0.745 e = sitting 0.025 0.813 0.712 0.759 f = standing 0.008 0.964 0.747 0.842 g = running 0.027 0.821 0.712 0.763 h = walking ------------------------------------------------------- 0.030 0.821 0.793 0.796 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.098 0.541 0.800 0.645 a = climbing down 0.098 0.460 0.582 0.514 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.031 0.825 0.765 0.794 d = lying 0.004 0.948 0.557 0.702 e = sitting 0.094 0.589 0.806 0.681 f = standing 0.020 0.910 0.997 0.951 g = running 0.048 0.281 0.102 0.150 h = walking ------------------------------------------------------- 0.049 0.569 0.576 0.555 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.071 0.598 0.767 0.672 a = climbing down 0.020 0.848 0.723 0.781 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.008 0.921 0.575 0.708 d = lying 0.031 0.726 0.556 0.630 e = sitting 0.108 0.572 0.859 0.686 f = standing 0.074 0.725 0.966 0.828 g = running 0.025 0.744 0.440 0.553 h = walking ------------------------------------------------------- 0.048 0.740 0.710 0.703 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.199 0.349 0.949 0.510 a = climbing down 0.052 0.761 0.552 0.640 b = climbing up 0.000 1.000 0.052 0.098 c = jumping 0.078 0.551 0.711 0.621 d = lying 0.075 0.540 0.861 0.664 e = sitting 0.086 0.379 0.300 0.335 f = standing 0.023 0.828 0.669 0.740 g = running 0.011 0.582 0.092 0.158 h = walking ------------------------------------------------------- 0.066 0.605 0.541 0.514 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.830 0.887 0.857 a = climbing down 0.036 0.750 0.824 0.785 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.019 0.901 0.991 0.944 d = lying 0.060 0.655 0.800 0.720 e = sitting 0.035 0.792 0.753 0.772 f = standing 0.001 0.996 0.799 0.887 g = running 0.014 0.905 0.785 0.841 h = walking ------------------------------------------------------- 0.025 0.847 0.836 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.750 0.941 0.835 a = climbing down 0.098 0.518 0.883 0.653 b = climbing up 0.000 1.000 0.350 0.519 c = jumping 0.087 0.644 0.834 0.727 d = lying 0.048 0.636 0.457 0.532 e = sitting 0.078 0.527 0.523 0.525 f = standing 0.016 0.919 0.996 0.956 g = running 0.006 0.897 0.288 0.436 h = walking ------------------------------------------------------- 0.050 0.713 0.679 0.658 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.056 0.553 0.505 0.528 a = climbing down 0.224 0.433 0.981 0.601 b = climbing up 0.031 0.405 0.994 0.575 c = jumping 0.002 0.823 0.056 0.104 d = lying 0.030 0.784 0.718 0.749 e = sitting 0.186 0.405 0.802 0.539 f = standing 0.012 0.361 0.040 0.072 g = running 0.064 0.389 0.221 0.282 h = walking ------------------------------------------------------- 0.082 0.527 0.478 0.405 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.789 0.861 a = climbing down 0.050 0.744 0.938 0.830 b = climbing up 0.000 1.000 0.801 0.890 c = jumping 0.009 0.951 0.984 0.967 d = lying 0.066 0.630 0.775 0.695 e = sitting 0.036 0.752 0.585 0.658 f = standing 0.013 0.931 0.998 0.964 g = running 0.008 0.949 0.812 0.875 h = walking ------------------------------------------------------- 0.026 0.849 0.839 0.838 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.977 0.607 0.749 a = climbing down 0.154 0.475 0.961 0.635 b = climbing up 0.001 0.973 0.989 0.981 c = jumping 0.000 0.999 0.889 0.941 d = lying 0.119 0.601 0.930 0.731 e = sitting 0.030 0.649 0.314 0.423 f = standing 0.006 0.964 0.996 0.980 g = running 0.007 0.893 0.336 0.489 h = walking ------------------------------------------------------- 0.045 0.792 0.727 0.711 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.084 0.401 0.741 0.520 a = climbing down 0.025 0.544 0.208 0.301 b = climbing up 0.000 0.993 0.909 0.949 c = jumping 0.003 0.985 0.979 0.982 d = lying 0.160 0.503 0.989 0.667 e = sitting 0.002 0.918 0.138 0.240 f = standing 0.034 0.840 0.994 0.911 g = running 0.028 0.856 0.817 0.836 h = walking ------------------------------------------------------- 0.042 0.766 0.706 0.665 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.914 0.756 0.827 a = climbing down 0.072 0.637 0.879 0.739 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.016 0.909 0.913 0.911 d = lying 0.015 0.784 0.393 0.523 e = sitting 0.097 0.614 0.876 0.722 f = standing 0.001 0.993 0.958 0.975 g = running 0.022 0.853 0.720 0.781 h = walking ------------------------------------------------------- 0.033 0.822 0.799 0.794 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.831 0.767 0.798 a = climbing down 0.031 0.832 0.931 0.879 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.926 0.638 0.756 d = lying 0.064 0.523 0.452 0.485 e = sitting 0.143 0.453 0.630 0.527 f = standing 0.003 0.983 0.896 0.937 g = running 0.016 0.910 0.950 0.929 h = walking ------------------------------------------------------- 0.042 0.780 0.757 0.761 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.294 0.313 0.987 0.475 a = climbing down 0.005 0.578 0.053 0.097 b = climbing up 0.004 0.792 0.708 0.748 c = jumping 0.012 0.940 0.987 0.963 d = lying 0.015 0.913 0.976 0.943 e = sitting 0.003 0.981 0.835 0.902 f = standing 0.007 0.961 0.974 0.967 g = running 0.005 0.326 0.013 0.025 h = walking ------------------------------------------------------- 0.042 0.730 0.697 0.644 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.981 0.969 a = climbing down 0.020 0.856 0.806 0.830 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.020 0.889 0.987 0.936 d = lying 0.024 0.848 0.919 0.882 e = sitting 0.014 0.909 0.841 0.874 f = standing 0.001 0.995 0.892 0.941 g = running 0.026 0.867 0.907 0.887 h = walking ------------------------------------------------------- 0.015 0.907 0.905 0.904 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.077 0.586 0.736 0.653 a = climbing down 0.088 0.635 0.883 0.739 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.008 0.944 0.796 0.864 d = lying 0.055 0.705 0.896 0.789 e = sitting 0.055 0.637 0.779 0.701 f = standing 0.001 0.992 0.677 0.804 g = running 0.005 0.935 0.477 0.632 h = walking ------------------------------------------------------- 0.038 0.797 0.749 0.751 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.030 0.756 0.797 0.776 a = climbing down 0.028 0.809 0.855 0.831 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.037 0.757 0.777 0.767 d = lying 0.055 0.709 0.944 0.810 e = sitting 0.042 0.724 0.724 0.724 f = standing 0.001 0.994 0.796 0.884 g = running 0.028 0.824 0.766 0.794 h = walking ------------------------------------------------------- 0.028 0.821 0.808 0.810 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.748 0.899 0.817 a = climbing down 0.059 0.564 0.569 0.567 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.020 0.895 0.949 0.921 d = lying 0.019 0.870 0.800 0.834 e = sitting 0.039 0.780 0.785 0.783 f = standing 0.002 0.991 1.000 0.995 g = running 0.041 0.738 0.629 0.679 h = walking ------------------------------------------------------- 0.029 0.812 0.812 0.810 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.007 0.942 0.801 0.866 a = climbing down 0.028 0.831 0.897 0.863 b = climbing up 0.003 0.850 0.930 0.888 c = jumping 0.005 0.959 0.815 0.881 d = lying 0.033 0.794 0.716 0.753 e = sitting 0.074 0.626 0.798 0.701 f = standing 0.005 0.976 0.942 0.959 g = running 0.022 0.874 0.933 0.902 h = walking ------------------------------------------------------- 0.024 0.859 0.847 0.850 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.804 0.824 0.814 a = climbing down 0.073 0.700 0.568 0.627 b = climbing up 0.000 1.000 0.753 0.859 c = jumping 0.037 0.664 0.538 0.594 d = lying 0.017 0.771 0.568 0.654 e = sitting 0.152 0.457 0.735 0.563 f = standing 0.029 0.843 0.956 0.896 g = running 0.037 0.766 0.683 0.722 h = walking ------------------------------------------------------- 0.057 0.712 0.690 0.691 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.927 0.854 0.889 a = climbing down 0.027 0.815 0.920 0.864 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.975 0.997 0.986 d = lying 0.068 0.656 0.738 0.695 e = sitting 0.051 0.723 0.755 0.739 f = standing 0.000 0.998 0.835 0.909 g = running 0.015 0.909 0.872 0.890 h = walking ------------------------------------------------------- 0.024 0.861 0.851 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.871 0.930 0.900 a = climbing down 0.019 0.803 0.806 0.804 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.001 0.990 0.805 0.888 d = lying 0.032 0.649 0.327 0.435 e = sitting 0.154 0.525 0.872 0.655 f = standing 0.008 0.957 0.987 0.972 g = running 0.012 0.926 0.851 0.887 h = walking ------------------------------------------------------- 0.037 0.818 0.794 0.789 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.800 0.555 0.655 a = climbing down 0.056 0.684 0.813 0.743 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.012 0.938 0.948 0.943 d = lying 0.089 0.581 0.807 0.676 e = sitting 0.035 0.675 0.416 0.515 f = standing 0.011 0.939 1.000 0.968 g = running 0.044 0.770 0.805 0.787 h = walking ------------------------------------------------------- 0.036 0.779 0.773 0.765 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.869 0.806 0.836 a = climbing down 0.056 0.717 0.886 0.792 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.001 0.995 0.995 0.995 d = lying 0.116 0.594 0.984 0.741 e = sitting 0.002 0.951 0.245 0.390 f = standing 0.002 0.988 0.999 0.994 g = running 0.009 0.942 0.798 0.864 h = walking ------------------------------------------------------- 0.028 0.870 0.828 0.812 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.928 0.638 0.756 a = climbing down 0.185 0.444 0.945 0.604 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.000 0.999 0.935 0.966 d = lying 0.116 0.580 0.860 0.692 e = sitting 0.015 0.456 0.091 0.152 f = standing 0.015 0.921 0.999 0.958 g = running 0.011 0.854 0.323 0.469 h = walking ------------------------------------------------------- 0.050 0.748 0.702 0.671 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.074 0.369 0.644 0.469 a = climbing down 0.054 0.521 0.374 0.435 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.000 0.999 0.967 0.983 d = lying 0.088 0.671 0.978 0.796 e = sitting 0.009 0.890 0.450 0.598 f = standing 0.042 0.819 1.000 0.901 g = running 0.011 0.929 0.706 0.802 h = walking ------------------------------------------------------- 0.036 0.788 0.758 0.751 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.893 0.880 0.887 a = climbing down 0.027 0.818 0.825 0.821 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.014 0.924 0.958 0.941 d = lying 0.046 0.670 0.648 0.659 e = sitting 0.047 0.731 0.738 0.734 f = standing 0.001 0.994 0.977 0.985 g = running 0.018 0.901 0.909 0.905 h = walking ------------------------------------------------------- 0.023 0.856 0.856 0.856 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.055 0.663 0.811 0.730 a = climbing down 0.111 0.551 0.891 0.681 b = climbing up 0.003 0.866 0.878 0.872 c = jumping 0.022 0.889 0.994 0.939 d = lying 0.116 0.467 0.515 0.490 e = sitting 0.072 0.284 0.201 0.236 f = standing 0.007 0.957 0.963 0.960 g = running 0.012 0.758 0.208 0.326 h = walking ------------------------------------------------------- 0.055 0.663 0.658 0.630 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.180 0.456 0.945 0.615 a = climbing down 0.012 0.419 0.290 0.343 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.051 0.761 0.791 0.776 d = lying 0.001 0.997 0.946 0.971 e = sitting 0.054 0.741 0.746 0.744 f = standing 0.001 0.994 0.995 0.994 g = running 0.004 0.908 0.205 0.335 h = walking ------------------------------------------------------- 0.044 0.805 0.741 0.722 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.044 0.696 0.899 0.785 a = climbing down 0.085 0.601 0.829 0.697 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.005 0.972 0.962 0.967 d = lying 0.050 0.754 0.951 0.841 e = sitting 0.012 0.905 0.830 0.866 f = standing 0.001 0.996 0.845 0.914 g = running 0.011 0.888 0.456 0.603 h = walking ------------------------------------------------------- 0.027 0.847 0.819 0.816 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.061 0.470 0.351 0.402 a = climbing down 0.163 0.528 0.932 0.675 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.001 0.988 0.772 0.867 d = lying 0.055 0.668 0.963 0.789 e = sitting 0.034 0.773 0.796 0.784 f = standing 0.002 0.991 0.779 0.872 g = running 0.013 0.805 0.363 0.500 h = walking ------------------------------------------------------- 0.047 0.761 0.718 0.711 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.118 0.473 0.871 0.613 a = climbing down 0.051 0.679 0.776 0.724 b = climbing up 0.000 1.000 0.609 0.757 c = jumping 0.018 0.856 0.644 0.735 d = lying 0.075 0.599 0.864 0.707 e = sitting 0.069 0.562 0.626 0.592 f = standing 0.009 0.965 0.843 0.900 g = running 0.023 0.562 0.169 0.260 h = walking ------------------------------------------------------- 0.044 0.711 0.682 0.667 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.088 0.562 0.835 0.672 a = climbing down 0.078 0.501 0.539 0.519 b = climbing up 0.025 0.388 0.992 0.558 c = jumping 0.081 0.643 0.833 0.726 d = lying 0.025 0.853 0.880 0.867 e = sitting 0.040 0.664 0.448 0.535 f = standing 0.000 0.997 0.847 0.916 g = running 0.020 0.741 0.369 0.493 h = walking ------------------------------------------------------- 0.045 0.716 0.688 0.682 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.069 0.555 0.664 0.605 a = climbing down 0.035 0.778 0.699 0.736 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.017 0.880 0.869 0.875 d = lying 0.043 0.711 0.723 0.717 e = sitting 0.057 0.691 0.712 0.701 f = standing 0.001 0.994 0.962 0.978 g = running 0.047 0.707 0.670 0.688 h = walking ------------------------------------------------------- 0.036 0.774 0.768 0.770 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.035 0.708 0.947 0.810 a = climbing down 0.024 0.843 0.445 0.583 b = climbing up 0.000 0.980 0.277 0.432 c = jumping 0.071 0.607 0.755 0.673 d = lying 0.013 0.905 0.830 0.865 e = sitting 0.146 0.383 0.570 0.458 f = standing 0.018 0.897 0.972 0.933 g = running 0.023 0.855 0.819 0.837 h = walking ------------------------------------------------------- 0.045 0.759 0.715 0.714 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.945 0.637 0.761 a = climbing down 0.065 0.646 0.855 0.736 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.011 0.939 0.963 0.951 d = lying 0.016 0.910 0.938 0.924 e = sitting 0.018 0.864 0.883 0.873 f = standing 0.001 0.994 0.930 0.961 g = running 0.032 0.810 0.804 0.807 h = walking ------------------------------------------------------- 0.020 0.884 0.871 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.067 0.501 0.777 0.609 a = climbing down 0.066 0.481 0.471 0.476 b = climbing up 0.000 1.000 0.254 0.405 c = jumping 0.004 0.896 0.206 0.335 d = lying 0.045 0.697 0.520 0.596 e = sitting 0.211 0.396 0.864 0.543 f = standing 0.025 0.883 0.980 0.929 g = running 0.015 0.891 0.639 0.744 h = walking ------------------------------------------------------- 0.057 0.714 0.622 0.610 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.946 0.617 0.747 a = climbing down 0.068 0.688 0.824 0.750 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.005 0.912 0.285 0.435 d = lying 0.064 0.683 0.911 0.781 e = sitting 0.102 0.485 0.705 0.575 f = standing 0.001 0.993 0.982 0.987 g = running 0.045 0.765 0.841 0.802 h = walking ------------------------------------------------------- 0.039 0.793 0.749 0.738 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.763 0.811 a = climbing down 0.044 0.724 0.762 0.743 b = climbing up 0.001 0.967 0.881 0.922 c = jumping 0.011 0.938 0.963 0.950 d = lying 0.070 0.674 0.954 0.790 e = sitting 0.012 0.881 0.511 0.647 f = standing 0.003 0.981 0.996 0.988 g = running 0.031 0.839 0.883 0.860 h = walking ------------------------------------------------------- 0.025 0.851 0.838 0.834 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.058 0.653 0.885 0.751 a = climbing down 0.053 0.684 0.677 0.681 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.981 0.818 0.892 d = lying 0.090 0.541 0.863 0.665 e = sitting 0.045 0.667 0.492 0.567 f = standing 0.001 0.996 0.996 0.996 g = running 0.038 0.697 0.521 0.596 h = walking ------------------------------------------------------- 0.037 0.767 0.749 0.747 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.273 0.182 0.888 0.302 a = climbing down 0.003 0.926 0.217 0.351 b = climbing up 0.014 0.613 0.971 0.752 c = jumping 0.027 0.872 0.937 0.903 d = lying 0.006 0.963 0.916 0.939 e = sitting 0.022 0.871 0.835 0.853 f = standing 0.029 0.846 0.902 0.873 g = running 0.000 0.500 0.001 0.002 h = walking ------------------------------------------------------- 0.031 0.775 0.657 0.629 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.134 0.370 0.677 0.478 a = climbing down 0.066 0.515 0.446 0.478 b = climbing up 0.000 1.000 0.883 0.938 c = jumping 0.004 0.976 0.930 0.953 d = lying 0.029 0.822 0.801 0.811 e = sitting 0.043 0.749 0.813 0.780 f = standing 0.006 0.968 0.997 0.982 g = running 0.036 0.588 0.302 0.399 h = walking ------------------------------------------------------- 0.040 0.739 0.721 0.718 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.909 0.610 0.730 a = climbing down 0.098 0.610 0.938 0.739 b = climbing up 0.000 1.000 0.827 0.905 c = jumping 0.013 0.935 0.972 0.953 d = lying 0.079 0.352 0.344 0.348 e = sitting 0.079 0.476 0.442 0.459 f = standing 0.006 0.966 0.992 0.979 g = running 0.029 0.809 0.658 0.726 h = walking ------------------------------------------------------- 0.042 0.744 0.730 0.727 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.211 0.408 0.912 0.564 a = climbing down 0.030 0.153 0.177 0.165 b = climbing up 0.001 0.961 0.954 0.957 c = jumping 0.044 0.647 0.392 0.488 d = lying 0.014 0.928 0.792 0.855 e = sitting 0.127 0.581 0.859 0.693 f = standing 0.015 0.879 0.979 0.926 g = running 0.003 0.536 0.014 0.027 h = walking ------------------------------------------------------- 0.064 0.653 0.618 0.567 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.135 0.446 0.967 0.610 a = climbing down 0.133 0.428 0.616 0.505 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.015 0.916 0.920 0.918 d = lying 0.017 0.893 0.904 0.898 e = sitting 0.011 0.915 0.862 0.888 f = standing 0.003 0.987 0.884 0.933 g = running 0.001 0.844 0.021 0.040 h = walking ------------------------------------------------------- 0.038 0.800 0.725 0.687 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.171 0.347 0.599 0.440 a = climbing down 0.066 0.686 0.738 0.711 b = climbing up 0.001 0.961 1.000 0.980 c = jumping 0.008 0.933 0.774 0.846 d = lying 0.089 0.550 0.951 0.696 e = sitting 0.035 0.736 0.646 0.688 f = standing 0.003 0.986 0.756 0.856 g = running 0.013 0.573 0.123 0.202 h = walking ------------------------------------------------------- 0.050 0.716 0.664 0.657 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.098 0.495 0.810 0.614 a = climbing down 0.035 0.727 0.618 0.668 b = climbing up 0.000 0.989 0.596 0.744 c = jumping 0.037 0.716 0.610 0.659 d = lying 0.060 0.678 0.918 0.780 e = sitting 0.066 0.610 0.675 0.641 f = standing 0.010 0.958 0.810 0.878 g = running 0.027 0.763 0.527 0.623 h = walking ------------------------------------------------------- 0.042 0.740 0.710 0.712 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.086 0.574 0.808 0.671 a = climbing down 0.080 0.506 0.556 0.530 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.031 0.825 0.768 0.796 d = lying 0.024 0.853 0.963 0.905 e = sitting 0.040 0.758 0.720 0.738 f = standing 0.000 0.998 0.999 0.999 g = running 0.033 0.642 0.362 0.463 h = walking ------------------------------------------------------- 0.040 0.750 0.745 0.738 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.085 0.421 0.474 0.446 a = climbing down 0.060 0.685 0.742 0.713 b = climbing up 0.000 0.977 0.992 0.984 c = jumping 0.022 0.833 0.787 0.809 d = lying 0.029 0.783 0.711 0.746 e = sitting 0.066 0.678 0.776 0.724 f = standing 0.002 0.989 0.950 0.969 g = running 0.049 0.650 0.543 0.591 h = walking ------------------------------------------------------- 0.042 0.737 0.730 0.731 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.805 0.579 0.674 a = climbing down 0.058 0.730 0.543 0.623 b = climbing up 0.000 1.000 0.124 0.221 c = jumping 0.049 0.688 0.736 0.711 d = lying 0.029 0.822 0.881 0.851 e = sitting 0.113 0.501 0.717 0.590 f = standing 0.026 0.854 0.957 0.903 g = running 0.029 0.829 0.851 0.840 h = walking ------------------------------------------------------- 0.047 0.748 0.731 0.725 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.525 0.671 a = climbing down 0.112 0.518 0.901 0.658 b = climbing up 0.000 0.994 0.954 0.974 c = jumping 0.010 0.942 0.964 0.953 d = lying 0.032 0.792 0.838 0.814 e = sitting 0.033 0.811 0.847 0.828 f = standing 0.001 0.994 0.910 0.950 g = running 0.037 0.699 0.511 0.590 h = walking ------------------------------------------------------- 0.030 0.829 0.799 0.799 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.041 0.625 0.767 0.689 a = climbing down 0.040 0.633 0.535 0.580 b = climbing up 0.000 0.993 0.898 0.943 c = jumping 0.112 0.378 0.371 0.374 d = lying 0.042 0.661 0.414 0.509 e = sitting 0.136 0.427 0.619 0.505 f = standing 0.006 0.971 0.997 0.984 g = running 0.031 0.837 0.830 0.834 h = walking ------------------------------------------------------- 0.057 0.664 0.650 0.649 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.770 0.485 0.595 a = climbing down 0.042 0.702 0.582 0.636 b = climbing up 0.000 1.000 0.750 0.857 c = jumping 0.026 0.754 0.446 0.560 d = lying 0.031 0.793 0.808 0.800 e = sitting 0.122 0.485 0.680 0.566 f = standing 0.006 0.968 0.975 0.971 g = running 0.102 0.595 0.894 0.714 h = walking ------------------------------------------------------- 0.049 0.729 0.702 0.698 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.817 0.765 0.790 a = climbing down 0.068 0.648 0.825 0.726 b = climbing up 0.000 0.986 0.863 0.921 c = jumping 0.007 0.961 0.960 0.961 d = lying 0.078 0.594 0.767 0.670 e = sitting 0.040 0.678 0.499 0.575 f = standing 0.005 0.975 0.997 0.986 g = running 0.013 0.909 0.741 0.816 h = walking ------------------------------------------------------- 0.031 0.810 0.798 0.798 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.034 0.718 0.716 0.717 a = climbing down 0.089 0.594 0.838 0.695 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.003 0.984 0.862 0.919 d = lying 0.088 0.532 0.817 0.644 e = sitting 0.039 0.723 0.497 0.589 f = standing 0.007 0.963 0.995 0.979 g = running 0.026 0.770 0.518 0.619 h = walking ------------------------------------------------------- 0.037 0.775 0.751 0.749 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.279 0.193 0.965 0.322 a = climbing down 0.004 0.842 0.129 0.224 b = climbing up 0.001 0.976 0.988 0.982 c = jumping 0.000 0.998 0.916 0.955 d = lying 0.159 0.511 0.988 0.674 e = sitting 0.007 0.823 0.164 0.273 f = standing 0.009 0.951 0.995 0.972 g = running 0.020 0.083 0.009 0.016 h = walking ------------------------------------------------------- 0.047 0.664 0.570 0.516 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.763 0.644 0.699 a = climbing down 0.093 0.528 0.610 0.566 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.036 0.821 0.886 0.853 d = lying 0.014 0.809 0.407 0.541 e = sitting 0.093 0.586 0.803 0.678 f = standing 0.000 0.999 0.927 0.962 g = running 0.076 0.574 0.588 0.581 h = walking ------------------------------------------------------- 0.048 0.732 0.712 0.710 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.720 0.826 a = climbing down 0.042 0.735 0.746 0.741 b = climbing up 0.000 1.000 0.832 0.908 c = jumping 0.015 0.923 0.966 0.944 d = lying 0.123 0.407 0.525 0.458 e = sitting 0.069 0.319 0.209 0.252 f = standing 0.004 0.977 0.998 0.988 g = running 0.051 0.757 0.898 0.822 h = walking ------------------------------------------------------- 0.043 0.734 0.735 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.145 0.506 0.933 0.656 a = climbing down 0.043 0.173 0.296 0.218 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.935 0.993 0.963 d = lying 0.037 0.852 0.872 0.862 e = sitting 0.031 0.833 0.755 0.792 f = standing 0.001 0.994 1.000 0.997 g = running 0.004 0.922 0.204 0.334 h = walking ------------------------------------------------------- 0.036 0.825 0.763 0.744 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.034 0.753 0.942 0.837 a = climbing down 0.038 0.735 0.662 0.697 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.015 0.918 0.979 0.948 d = lying 0.049 0.674 0.643 0.658 e = sitting 0.061 0.566 0.586 0.576 f = standing 0.000 0.999 0.867 0.928 g = running 0.043 0.780 0.799 0.790 h = walking ------------------------------------------------------- 0.032 0.794 0.790 0.790 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.202 0.362 0.741 0.486 a = climbing down 0.086 0.615 0.696 0.653 b = climbing up 0.006 0.691 0.992 0.815 c = jumping 0.005 0.965 0.834 0.894 d = lying 0.111 0.367 0.553 0.441 e = sitting 0.129 0.322 0.475 0.384 f = standing 0.000 0.997 0.343 0.511 g = running 0.008 0.111 0.007 0.013 h = walking ------------------------------------------------------- 0.069 0.585 0.522 0.501 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.053 0.639 0.816 0.717 a = climbing down 0.046 0.691 0.738 0.714 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.058 0.670 0.803 0.730 d = lying 0.058 0.680 0.878 0.766 e = sitting 0.048 0.635 0.541 0.584 f = standing 0.005 0.980 0.807 0.885 g = running 0.034 0.737 0.556 0.634 h = walking ------------------------------------------------------- 0.038 0.751 0.736 0.736 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.646 0.832 0.727 a = climbing down 0.057 0.639 0.722 0.678 b = climbing up 0.000 0.983 0.975 0.979 c = jumping 0.020 0.895 0.941 0.917 d = lying 0.047 0.759 0.881 0.816 e = sitting 0.028 0.806 0.639 0.713 f = standing 0.001 0.996 0.998 0.997 g = running 0.015 0.849 0.548 0.666 h = walking ------------------------------------------------------- 0.030 0.814 0.804 0.801 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.122 0.423 0.687 0.523 a = climbing down 0.026 0.736 0.395 0.514 b = climbing up 0.006 0.733 0.984 0.840 c = jumping 0.013 0.906 0.912 0.909 d = lying 0.064 0.543 0.524 0.533 e = sitting 0.075 0.569 0.592 0.581 f = standing 0.003 0.983 0.917 0.949 g = running 0.115 0.336 0.346 0.341 h = walking ------------------------------------------------------- 0.056 0.658 0.631 0.632 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.811 0.761 0.785 a = climbing down 0.049 0.790 0.643 0.709 b = climbing up 0.000 1.000 0.514 0.679 c = jumping 0.038 0.731 0.709 0.720 d = lying 0.024 0.841 0.823 0.832 e = sitting 0.104 0.526 0.729 0.611 f = standing 0.015 0.911 0.984 0.946 g = running 0.028 0.827 0.825 0.826 h = walking ------------------------------------------------------- 0.041 0.781 0.766 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.966 0.520 0.676 a = climbing down 0.037 0.661 0.494 0.566 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.930 0.998 0.963 d = lying 0.038 0.720 0.594 0.651 e = sitting 0.079 0.599 0.724 0.656 f = standing 0.000 0.999 0.924 0.960 g = running 0.106 0.587 0.921 0.717 h = walking ------------------------------------------------------- 0.038 0.790 0.764 0.761 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.868 0.791 0.828 a = climbing down 0.120 0.454 0.960 0.616 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.011 0.921 0.716 0.806 d = lying 0.048 0.627 0.389 0.480 e = sitting 0.139 0.503 0.857 0.634 f = standing 0.004 0.981 0.982 0.982 g = running 0.000 1.000 0.407 0.578 h = walking ------------------------------------------------------- 0.042 0.788 0.709 0.707 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.917 0.600 0.725 a = climbing down 0.052 0.562 0.431 0.488 b = climbing up 0.000 0.992 0.794 0.882 c = jumping 0.004 0.974 0.891 0.931 d = lying 0.089 0.571 0.816 0.672 e = sitting 0.040 0.688 0.489 0.572 f = standing 0.006 0.968 0.989 0.979 g = running 0.108 0.574 0.868 0.691 h = walking ------------------------------------------------------- 0.042 0.760 0.736 0.733 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.064 0.606 0.852 0.708 a = climbing down 0.028 0.724 0.470 0.570 b = climbing up 0.000 0.991 0.870 0.926 c = jumping 0.001 0.996 0.983 0.989 d = lying 0.119 0.496 0.750 0.597 e = sitting 0.041 0.500 0.260 0.342 f = standing 0.003 0.987 0.998 0.992 g = running 0.034 0.826 0.846 0.836 h = walking ------------------------------------------------------- 0.038 0.755 0.749 0.737 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.030 0.716 0.634 0.672 a = climbing down 0.180 0.472 0.822 0.600 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.000 0.997 0.949 0.973 d = lying 0.125 0.474 0.892 0.619 e = sitting 0.015 0.583 0.143 0.230 f = standing 0.008 0.960 0.999 0.979 g = running 0.019 0.588 0.156 0.247 h = walking ------------------------------------------------------- 0.053 0.703 0.675 0.638 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.266 0.191 0.934 0.316 a = climbing down 0.011 0.878 0.444 0.590 b = climbing up 0.003 0.848 0.993 0.915 c = jumping 0.003 0.983 0.925 0.953 d = lying 0.100 0.525 0.609 0.564 e = sitting 0.072 0.449 0.379 0.411 f = standing 0.006 0.964 0.979 0.971 g = running 0.001 0.167 0.001 0.002 h = walking ------------------------------------------------------- 0.045 0.631 0.583 0.566 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.888 0.743 0.809 a = climbing down 0.065 0.645 0.781 0.707 b = climbing up 0.004 0.832 0.968 0.895 c = jumping 0.004 0.974 0.864 0.916 d = lying 0.073 0.592 0.617 0.604 e = sitting 0.084 0.537 0.599 0.567 f = standing 0.001 0.995 0.895 0.942 g = running 0.030 0.824 0.806 0.815 h = walking ------------------------------------------------------- 0.037 0.783 0.766 0.772 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.825 0.425 0.561 a = climbing down 0.075 0.641 0.874 0.740 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.030 0.850 0.975 0.908 d = lying 0.076 0.459 0.360 0.403 e = sitting 0.093 0.416 0.433 0.424 f = standing 0.008 0.954 0.939 0.946 g = running 0.047 0.762 0.852 0.804 h = walking ------------------------------------------------------- 0.048 0.707 0.707 0.695 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.213 0.417 0.958 0.581 a = climbing down 0.019 0.313 0.280 0.295 b = climbing up 0.001 0.962 0.993 0.977 c = jumping 0.017 0.914 0.870 0.892 d = lying 0.047 0.829 0.969 0.894 e = sitting 0.012 0.932 0.782 0.850 f = standing 0.002 0.986 0.989 0.987 g = running 0.001 0.727 0.015 0.028 h = walking ------------------------------------------------------- 0.044 0.790 0.733 0.684 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.071 0.602 0.947 0.736 a = climbing down 0.067 0.596 0.620 0.608 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.023 0.874 0.936 0.904 d = lying 0.026 0.837 0.863 0.850 e = sitting 0.032 0.780 0.810 0.794 f = standing 0.002 0.990 0.870 0.926 g = running 0.016 0.865 0.536 0.662 h = walking ------------------------------------------------------- 0.030 0.814 0.794 0.793 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.512 0.498 0.505 a = climbing down 0.100 0.631 0.903 0.743 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.016 0.892 0.873 0.882 d = lying 0.092 0.539 0.948 0.687 e = sitting 0.019 0.846 0.633 0.724 f = standing 0.002 0.990 0.746 0.851 g = running 0.007 0.916 0.520 0.664 h = walking ------------------------------------------------------- 0.040 0.783 0.735 0.737 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.704 0.733 0.718 a = climbing down 0.071 0.630 0.917 0.747 b = climbing up 0.000 0.991 0.709 0.826 c = jumping 0.017 0.870 0.757 0.809 d = lying 0.043 0.747 0.925 0.826 e = sitting 0.046 0.712 0.761 0.736 f = standing 0.007 0.977 0.895 0.934 g = running 0.008 0.924 0.572 0.706 h = walking ------------------------------------------------------- 0.028 0.824 0.800 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.070 0.622 0.851 0.719 a = climbing down 0.085 0.460 0.505 0.482 b = climbing up 0.001 0.958 0.943 0.950 c = jumping 0.041 0.798 0.922 0.856 d = lying 0.021 0.850 0.715 0.776 e = sitting 0.056 0.680 0.674 0.677 f = standing 0.003 0.987 0.995 0.991 g = running 0.031 0.661 0.386 0.487 h = walking ------------------------------------------------------- 0.041 0.739 0.735 0.728 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.246 0.304 0.842 0.447 a = climbing down 0.015 0.773 0.305 0.438 b = climbing up 0.038 0.301 1.000 0.463 c = jumping 0.050 0.714 0.908 0.799 d = lying 0.075 0.495 0.513 0.504 e = sitting 0.076 0.559 0.478 0.516 f = standing 0.000 1.000 0.699 0.823 g = running 0.022 0.348 0.071 0.118 h = walking ------------------------------------------------------- 0.062 0.613 0.540 0.525 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.861 0.722 0.785 a = climbing down 0.078 0.675 0.555 0.609 b = climbing up 0.000 1.000 0.029 0.056 c = jumping 0.078 0.570 0.771 0.656 d = lying 0.035 0.754 0.705 0.728 e = sitting 0.119 0.413 0.522 0.461 f = standing 0.030 0.839 0.974 0.901 g = running 0.027 0.813 0.705 0.755 h = walking ------------------------------------------------------- 0.057 0.701 0.679 0.675 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.913 0.833 0.871 a = climbing down 0.048 0.706 0.883 0.785 b = climbing up 0.000 0.994 0.977 0.986 c = jumping 0.009 0.947 0.977 0.962 d = lying 0.034 0.804 0.836 0.819 e = sitting 0.030 0.815 0.794 0.804 f = standing 0.001 0.997 0.953 0.974 g = running 0.016 0.893 0.783 0.834 h = walking ------------------------------------------------------- 0.020 0.878 0.872 0.873 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.021 0.749 0.734 0.741 a = climbing down 0.071 0.587 0.783 0.671 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.052 0.576 0.394 0.468 d = lying 0.037 0.463 0.160 0.238 e = sitting 0.221 0.362 0.784 0.496 f = standing 0.015 0.926 0.982 0.953 g = running 0.007 0.949 0.666 0.782 h = walking ------------------------------------------------------- 0.058 0.670 0.633 0.620 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.869 0.693 0.771 a = climbing down 0.046 0.605 0.416 0.493 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.003 0.964 0.447 0.611 d = lying 0.111 0.549 0.949 0.696 e = sitting 0.078 0.508 0.458 0.481 f = standing 0.005 0.975 0.988 0.981 g = running 0.119 0.531 0.813 0.643 h = walking ------------------------------------------------------- 0.052 0.722 0.677 0.670 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.871 0.903 a = climbing down 0.033 0.803 0.879 0.839 b = climbing up 0.000 0.993 0.899 0.944 c = jumping 0.002 0.986 0.978 0.982 d = lying 0.080 0.623 0.879 0.729 e = sitting 0.021 0.801 0.492 0.609 f = standing 0.005 0.971 0.999 0.985 g = running 0.019 0.893 0.873 0.883 h = walking ------------------------------------------------------- 0.023 0.866 0.855 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.022 0.793 0.688 0.737 a = climbing down 0.072 0.623 0.737 0.676 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.985 0.896 0.939 d = lying 0.051 0.558 0.524 0.541 e = sitting 0.050 0.656 0.494 0.564 f = standing 0.070 0.727 0.997 0.841 g = running 0.043 0.728 0.683 0.704 h = walking ------------------------------------------------------- 0.044 0.737 0.733 0.728 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.263 0.157 0.730 0.258 a = climbing down 0.004 0.891 0.191 0.315 b = climbing up 0.003 0.893 0.964 0.927 c = jumping 0.003 0.983 0.953 0.968 d = lying 0.100 0.622 0.938 0.748 e = sitting 0.017 0.819 0.430 0.564 f = standing 0.038 0.816 0.977 0.889 g = running 0.015 0.440 0.057 0.101 h = walking ------------------------------------------------------- 0.043 0.722 0.602 0.578 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.773 0.762 0.767 a = climbing down 0.032 0.746 0.631 0.683 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.952 0.956 0.954 d = lying 0.047 0.726 0.856 0.786 e = sitting 0.026 0.821 0.689 0.749 f = standing 0.001 0.997 0.998 0.998 g = running 0.043 0.787 0.897 0.838 h = walking ------------------------------------------------------- 0.025 0.841 0.840 0.838 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.078 0.613 0.875 0.721 a = climbing down 0.132 0.537 0.928 0.680 b = climbing up 0.001 0.972 0.932 0.951 c = jumping 0.026 0.864 0.877 0.871 d = lying 0.068 0.342 0.282 0.309 e = sitting 0.092 0.437 0.466 0.451 f = standing 0.004 0.979 0.991 0.985 g = running 0.003 0.775 0.046 0.087 h = walking ------------------------------------------------------- 0.053 0.677 0.651 0.602 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.141 0.504 0.925 0.653 a = climbing down 0.006 0.589 0.301 0.399 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.117 0.657 0.963 0.781 d = lying 0.002 0.993 0.992 0.993 e = sitting 0.008 0.912 0.420 0.575 f = standing 0.005 0.957 1.000 0.978 g = running 0.012 0.872 0.377 0.527 h = walking ------------------------------------------------------- 0.045 0.814 0.755 0.737 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.056 0.647 0.928 0.762 a = climbing down 0.009 0.884 0.462 0.607 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.053 0.714 0.779 0.745 d = lying 0.031 0.829 0.966 0.892 e = sitting 0.044 0.709 0.652 0.679 f = standing 0.000 0.998 0.849 0.918 g = running 0.047 0.779 0.881 0.827 h = walking ------------------------------------------------------- 0.032 0.809 0.792 0.787 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.079 0.450 0.426 0.438 a = climbing down 0.058 0.691 0.670 0.680 b = climbing up 0.002 0.886 1.000 0.939 c = jumping 0.022 0.830 0.651 0.730 d = lying 0.067 0.623 0.966 0.757 e = sitting 0.069 0.607 0.737 0.666 f = standing 0.001 0.997 0.638 0.778 g = running 0.071 0.596 0.728 0.655 h = walking ------------------------------------------------------- 0.048 0.712 0.680 0.681 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.144 0.405 0.793 0.536 a = climbing down 0.048 0.621 0.565 0.592 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.036 0.780 0.810 0.795 d = lying 0.080 0.568 0.811 0.668 e = sitting 0.078 0.496 0.541 0.518 f = standing 0.002 0.991 0.601 0.748 g = running 0.073 0.213 0.113 0.148 h = walking ------------------------------------------------------- 0.057 0.627 0.596 0.589 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.767 0.342 0.473 a = climbing down 0.228 0.340 0.802 0.477 b = climbing up 0.000 0.333 0.333 0.333 c = jumping 0.083 0.509 0.448 0.476 d = lying 0.015 0.891 0.810 0.848 e = sitting 0.126 0.395 0.477 0.432 f = standing 0.000 0.998 0.993 0.996 g = running 0.033 0.265 0.072 0.113 h = walking ------------------------------------------------------- 0.070 0.599 0.569 0.553 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.052 0.354 0.231 0.279 a = climbing down 0.196 0.417 0.848 0.559 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.032 0.745 0.514 0.608 d = lying 0.031 0.785 0.812 0.798 e = sitting 0.100 0.531 0.669 0.592 f = standing 0.001 0.997 0.949 0.973 g = running 0.029 0.495 0.170 0.253 h = walking ------------------------------------------------------- 0.061 0.639 0.620 0.601 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.798 0.815 0.807 a = climbing down 0.024 0.856 0.498 0.630 b = climbing up 0.000 1.000 0.101 0.184 c = jumping 0.069 0.516 0.518 0.517 d = lying 0.028 0.838 0.979 0.903 e = sitting 0.128 0.436 0.636 0.517 f = standing 0.024 0.862 0.961 0.909 g = running 0.021 0.877 0.930 0.903 h = walking ------------------------------------------------------- 0.043 0.756 0.727 0.720 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.000 0.986 0.237 0.382 a = climbing down 0.068 0.565 0.632 0.596 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.030 0.851 0.943 0.895 d = lying 0.008 0.927 0.651 0.765 e = sitting 0.084 0.548 0.775 0.642 f = standing 0.003 0.984 0.857 0.916 g = running 0.101 0.612 0.915 0.733 h = walking ------------------------------------------------------- 0.040 0.799 0.744 0.734 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.068 0.483 0.726 0.580 a = climbing down 0.022 0.529 0.191 0.281 b = climbing up 0.000 1.000 0.045 0.085 c = jumping 0.005 0.902 0.251 0.393 d = lying 0.029 0.766 0.480 0.591 e = sitting 0.212 0.421 0.948 0.583 f = standing 0.026 0.880 0.994 0.934 g = running 0.061 0.733 0.870 0.795 h = walking ------------------------------------------------------- 0.057 0.707 0.634 0.601 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.879 0.563 0.686 a = climbing down 0.075 0.683 0.903 0.777 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.018 0.716 0.268 0.390 d = lying 0.020 0.869 0.882 0.876 e = sitting 0.128 0.458 0.800 0.582 f = standing 0.002 0.991 0.963 0.976 g = running 0.040 0.771 0.775 0.773 h = walking ------------------------------------------------------- 0.040 0.779 0.745 0.735 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.121 0.411 0.651 0.504 a = climbing down 0.058 0.558 0.485 0.519 b = climbing up 0.000 1.000 0.476 0.645 c = jumping 0.121 0.326 0.323 0.324 d = lying 0.054 0.582 0.506 0.541 e = sitting 0.139 0.274 0.312 0.292 f = standing 0.009 0.953 0.996 0.974 g = running 0.011 0.916 0.635 0.750 h = walking ------------------------------------------------------- 0.070 0.592 0.557 0.565 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.722 0.761 0.741 a = climbing down 0.093 0.612 0.928 0.737 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.977 0.905 0.940 d = lying 0.063 0.651 0.944 0.771 e = sitting 0.020 0.854 0.629 0.724 f = standing 0.002 0.991 0.999 0.995 g = running 0.011 0.867 0.418 0.564 h = walking ------------------------------------------------------- 0.029 0.831 0.801 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.255 0.173 0.768 0.282 a = climbing down 0.003 0.883 0.167 0.281 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.019 0.895 0.839 0.866 d = lying 0.036 0.823 0.989 0.898 e = sitting 0.016 0.896 0.775 0.831 f = standing 0.041 0.814 1.000 0.897 g = running 0.011 0.594 0.078 0.138 h = walking ------------------------------------------------------- 0.036 0.774 0.655 0.633 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.858 0.472 0.609 a = climbing down 0.183 0.451 0.933 0.608 b = climbing up 0.000 1.000 0.916 0.956 c = jumping 0.013 0.901 0.643 0.750 d = lying 0.015 0.878 0.732 0.799 e = sitting 0.096 0.597 0.869 0.708 f = standing 0.000 0.999 0.879 0.935 g = running 0.027 0.681 0.331 0.445 h = walking ------------------------------------------------------- 0.048 0.773 0.704 0.703 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.925 0.785 0.849 a = climbing down 0.074 0.653 0.877 0.749 b = climbing up 0.001 0.935 0.839 0.885 c = jumping 0.011 0.936 0.933 0.935 d = lying 0.102 0.339 0.320 0.329 e = sitting 0.110 0.290 0.307 0.298 f = standing 0.005 0.970 0.982 0.976 g = running 0.029 0.805 0.661 0.726 h = walking ------------------------------------------------------- 0.046 0.715 0.705 0.706 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.067 0.686 0.936 0.792 a = climbing down 0.033 0.377 0.661 0.480 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.005 0.978 0.994 0.986 d = lying 0.001 0.996 0.969 0.982 e = sitting 0.007 0.963 0.970 0.966 f = standing 0.001 0.995 0.997 0.996 g = running 0.004 0.968 0.573 0.719 h = walking ------------------------------------------------------- 0.013 0.922 0.895 0.896 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.916 0.900 a = climbing down 0.094 0.584 0.872 0.699 b = climbing up 0.000 0.978 0.994 0.986 c = jumping 0.031 0.842 0.971 0.902 d = lying 0.021 0.866 0.858 0.862 e = sitting 0.018 0.872 0.747 0.805 f = standing 0.000 0.998 0.925 0.960 g = running 0.011 0.908 0.580 0.708 h = walking ------------------------------------------------------- 0.025 0.860 0.837 0.837 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.046 0.627 0.508 0.561 a = climbing down 0.129 0.565 0.846 0.677 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.006 0.953 0.761 0.847 d = lying 0.048 0.700 0.966 0.812 e = sitting 0.038 0.719 0.757 0.738 f = standing 0.000 0.998 0.831 0.907 g = running 0.019 0.812 0.557 0.661 h = walking ------------------------------------------------------- 0.040 0.784 0.753 0.755 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.089 0.538 0.878 0.667 a = climbing down 0.041 0.707 0.704 0.705 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.053 0.706 0.832 0.764 d = lying 0.060 0.659 0.883 0.755 e = sitting 0.044 0.636 0.541 0.585 f = standing 0.001 0.994 0.804 0.889 g = running 0.043 0.566 0.316 0.406 h = walking ------------------------------------------------------- 0.041 0.724 0.709 0.702 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.743 0.828 0.783 a = climbing down 0.101 0.510 0.746 0.606 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.025 0.870 0.927 0.897 d = lying 0.033 0.832 0.964 0.893 e = sitting 0.013 0.908 0.702 0.792 f = standing 0.001 0.997 0.999 0.998 g = running 0.019 0.754 0.369 0.496 h = walking ------------------------------------------------------- 0.030 0.819 0.802 0.796 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.686 0.626 0.654 a = climbing down 0.039 0.760 0.734 0.747 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.006 0.962 0.875 0.917 d = lying 0.038 0.738 0.760 0.749 e = sitting 0.053 0.701 0.765 0.732 f = standing 0.001 0.996 0.957 0.976 g = running 0.061 0.685 0.772 0.726 h = walking ------------------------------------------------------- 0.031 0.804 0.799 0.800 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.064 0.608 0.966 0.746 a = climbing down 0.007 0.936 0.377 0.537 b = climbing up 0.018 0.492 0.860 0.626 c = jumping 0.029 0.607 0.320 0.419 d = lying 0.021 0.854 0.845 0.850 e = sitting 0.126 0.481 0.751 0.586 f = standing 0.091 0.591 0.844 0.695 g = running 0.020 0.871 0.798 0.833 h = walking ------------------------------------------------------- 0.046 0.728 0.669 0.655 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.951 0.701 0.807 a = climbing down 0.038 0.751 0.815 0.781 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.012 0.936 0.997 0.965 d = lying 0.038 0.808 0.914 0.857 e = sitting 0.020 0.827 0.747 0.785 f = standing 0.000 0.999 0.905 0.950 g = running 0.036 0.816 0.917 0.863 h = walking ------------------------------------------------------- 0.020 0.879 0.872 0.871 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.025 0.759 0.901 0.824 a = climbing down 0.031 0.690 0.662 0.676 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.004 0.974 0.758 0.852 d = lying 0.020 0.862 0.602 0.709 e = sitting 0.119 0.554 0.900 0.686 f = standing 0.011 0.949 0.992 0.970 g = running 0.015 0.913 0.815 0.861 h = walking ------------------------------------------------------- 0.030 0.838 0.805 0.809 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.636 0.755 a = climbing down 0.061 0.699 0.855 0.769 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.007 0.960 0.932 0.946 d = lying 0.035 0.804 0.918 0.857 e = sitting 0.017 0.856 0.746 0.798 f = standing 0.004 0.981 0.984 0.983 g = running 0.042 0.778 0.828 0.802 h = walking ------------------------------------------------------- 0.024 0.863 0.852 0.852 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.741 0.800 0.770 a = climbing down 0.099 0.558 0.801 0.658 b = climbing up 0.000 1.000 0.837 0.912 c = jumping 0.000 0.999 0.909 0.952 d = lying 0.074 0.657 0.912 0.764 e = sitting 0.025 0.773 0.538 0.634 f = standing 0.010 0.948 0.998 0.973 g = running 0.010 0.906 0.510 0.652 h = walking ------------------------------------------------------- 0.033 0.813 0.782 0.779 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.840 0.718 0.774 a = climbing down 0.131 0.554 0.910 0.689 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.985 0.977 0.981 d = lying 0.070 0.632 0.933 0.754 e = sitting 0.007 0.913 0.492 0.640 f = standing 0.004 0.980 0.999 0.989 g = running 0.018 0.788 0.383 0.516 h = walking ------------------------------------------------------- 0.034 0.825 0.785 0.776 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.227 0.201 0.840 0.325 a = climbing down 0.007 0.830 0.229 0.359 b = climbing up 0.001 0.937 0.985 0.960 c = jumping 0.000 1.000 0.755 0.860 d = lying 0.015 0.922 0.965 0.943 e = sitting 0.045 0.766 0.937 0.843 f = standing 0.022 0.892 0.996 0.942 g = running 0.002 0.974 0.296 0.454 h = walking ------------------------------------------------------- 0.028 0.860 0.708 0.713 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.890 0.708 0.789 a = climbing down 0.082 0.617 0.861 0.719 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.914 0.940 0.927 d = lying 0.021 0.867 0.792 0.828 e = sitting 0.031 0.816 0.860 0.837 f = standing 0.000 0.999 0.994 0.997 g = running 0.025 0.824 0.662 0.734 h = walking ------------------------------------------------------- 0.025 0.854 0.841 0.842 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.681 0.831 0.748 a = climbing down 0.062 0.694 0.903 0.785 b = climbing up 0.005 0.776 0.850 0.812 c = jumping 0.024 0.877 0.969 0.921 d = lying 0.073 0.465 0.350 0.399 e = sitting 0.100 0.370 0.407 0.388 f = standing 0.016 0.898 0.825 0.860 g = running 0.016 0.867 0.593 0.704 h = walking ------------------------------------------------------- 0.047 0.701 0.698 0.691 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.107 0.580 0.952 0.721 a = climbing down 0.006 0.702 0.495 0.580 b = climbing up 0.000 0.987 0.974 0.980 c = jumping 0.027 0.893 0.987 0.938 d = lying 0.002 0.992 0.985 0.988 e = sitting 0.005 0.974 0.861 0.914 f = standing 0.002 0.984 0.997 0.991 g = running 0.006 0.944 0.524 0.674 h = walking ------------------------------------------------------- 0.022 0.898 0.867 0.864 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.825 0.967 0.891 a = climbing down 0.034 0.775 0.769 0.772 b = climbing up 0.001 0.968 1.000 0.984 c = jumping 0.041 0.788 0.903 0.841 d = lying 0.062 0.679 0.868 0.762 e = sitting 0.024 0.796 0.557 0.655 f = standing 0.000 0.998 0.854 0.921 g = running 0.019 0.897 0.855 0.875 h = walking ------------------------------------------------------- 0.027 0.834 0.824 0.822 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.556 0.485 0.518 a = climbing down 0.095 0.652 0.922 0.764 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.020 0.860 0.750 0.801 d = lying 0.077 0.592 0.980 0.738 e = sitting 0.038 0.736 0.735 0.736 f = standing 0.001 0.997 0.671 0.802 g = running 0.011 0.895 0.645 0.749 h = walking ------------------------------------------------------- 0.040 0.776 0.740 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.071 0.585 0.811 0.680 a = climbing down 0.098 0.570 0.934 0.708 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.011 0.928 0.853 0.889 d = lying 0.052 0.697 0.927 0.796 e = sitting 0.027 0.798 0.766 0.782 f = standing 0.002 0.994 0.868 0.927 g = running 0.009 0.778 0.187 0.301 h = walking ------------------------------------------------------- 0.032 0.798 0.762 0.743 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.010 0.881 0.530 0.662 a = climbing down 0.168 0.373 0.700 0.487 b = climbing up 0.001 0.957 0.910 0.933 c = jumping 0.007 0.938 0.551 0.694 d = lying 0.022 0.859 0.822 0.840 e = sitting 0.102 0.599 0.878 0.712 f = standing 0.002 0.990 0.996 0.993 g = running 0.042 0.487 0.259 0.338 h = walking ------------------------------------------------------- 0.048 0.747 0.693 0.692 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.688 0.628 0.656 a = climbing down 0.072 0.663 0.867 0.751 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.015 0.901 0.839 0.869 d = lying 0.025 0.807 0.729 0.766 e = sitting 0.064 0.683 0.801 0.737 f = standing 0.000 0.998 0.962 0.979 g = running 0.017 0.878 0.691 0.774 h = walking ------------------------------------------------------- 0.031 0.814 0.802 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.008 0.888 0.649 0.750 a = climbing down 0.152 0.446 0.428 0.437 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.108 0.456 0.685 0.548 d = lying 0.013 0.909 0.854 0.881 e = sitting 0.090 0.439 0.447 0.443 f = standing 0.097 0.615 0.983 0.757 g = running 0.033 0.558 0.248 0.343 h = walking ------------------------------------------------------- 0.079 0.598 0.578 0.560 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.836 0.866 a = climbing down 0.045 0.719 0.858 0.782 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.011 0.942 0.975 0.958 d = lying 0.021 0.889 0.948 0.917 e = sitting 0.017 0.870 0.898 0.884 f = standing 0.002 0.991 0.895 0.941 g = running 0.017 0.888 0.798 0.841 h = walking ------------------------------------------------------- 0.016 0.897 0.891 0.892 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.049 0.606 0.862 0.711 a = climbing down 0.012 0.776 0.323 0.456 b = climbing up 0.000 1.000 0.773 0.872 c = jumping 0.022 0.862 0.749 0.801 d = lying 0.026 0.829 0.614 0.706 e = sitting 0.092 0.613 0.910 0.733 f = standing 0.016 0.922 0.982 0.951 g = running 0.050 0.774 0.895 0.830 h = walking ------------------------------------------------------- 0.036 0.791 0.771 0.760 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.662 0.781 a = climbing down 0.070 0.710 0.960 0.817 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.003 0.952 0.404 0.568 d = lying 0.031 0.815 0.919 0.864 e = sitting 0.099 0.525 0.813 0.638 f = standing 0.001 0.992 0.984 0.988 g = running 0.021 0.870 0.799 0.833 h = walking ------------------------------------------------------- 0.031 0.842 0.800 0.794 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.839 0.875 a = climbing down 0.054 0.716 0.897 0.797 b = climbing up 0.000 0.977 0.750 0.848 c = jumping 0.005 0.974 0.962 0.968 d = lying 0.052 0.715 0.871 0.786 e = sitting 0.025 0.822 0.677 0.743 f = standing 0.007 0.963 0.997 0.980 g = running 0.019 0.875 0.732 0.797 h = walking ------------------------------------------------------- 0.023 0.861 0.852 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.916 0.613 0.735 a = climbing down 0.107 0.586 0.937 0.721 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.004 0.978 0.940 0.959 d = lying 0.089 0.569 0.954 0.713 e = sitting 0.013 0.863 0.460 0.600 f = standing 0.006 0.970 0.998 0.984 g = running 0.023 0.799 0.533 0.640 h = walking ------------------------------------------------------- 0.032 0.828 0.784 0.778 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.228 0.175 0.710 0.281 a = climbing down 0.014 0.734 0.250 0.373 b = climbing up 0.000 0.982 0.988 0.985 c = jumping 0.002 0.988 0.890 0.936 d = lying 0.028 0.862 0.978 0.917 e = sitting 0.006 0.964 0.915 0.939 f = standing 0.026 0.868 0.997 0.928 g = running 0.012 0.779 0.198 0.316 h = walking ------------------------------------------------------- 0.028 0.827 0.711 0.712 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.915 0.629 0.745 a = climbing down 0.060 0.699 0.926 0.797 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.005 0.969 0.790 0.871 d = lying 0.026 0.839 0.916 0.876 e = sitting 0.049 0.737 0.839 0.785 f = standing 0.000 1.000 0.957 0.978 g = running 0.017 0.902 0.876 0.889 h = walking ------------------------------------------------------- 0.022 0.874 0.858 0.859 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.818 0.863 a = climbing down 0.078 0.664 0.944 0.779 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.022 0.630 0.203 0.308 d = lying 0.069 0.399 0.367 0.383 e = sitting 0.206 0.286 0.508 0.366 f = standing 0.005 0.972 0.999 0.985 g = running 0.015 0.894 0.667 0.764 h = walking ------------------------------------------------------- 0.055 0.696 0.649 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.843 0.889 0.865 a = climbing down 0.007 0.535 0.285 0.372 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.947 0.992 0.969 d = lying 0.014 0.939 0.962 0.950 e = sitting 0.005 0.972 0.869 0.918 f = standing 0.003 0.969 1.000 0.984 g = running 0.025 0.888 0.925 0.906 h = walking ------------------------------------------------------- 0.014 0.917 0.921 0.917 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.896 0.907 0.901 a = climbing down 0.041 0.768 0.872 0.817 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.054 0.756 0.980 0.853 d = lying 0.013 0.916 0.932 0.924 e = sitting 0.009 0.923 0.655 0.766 f = standing 0.002 0.989 0.941 0.965 g = running 0.017 0.896 0.804 0.848 h = walking ------------------------------------------------------- 0.021 0.883 0.872 0.871 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.167 0.389 0.695 0.499 a = climbing down 0.099 0.542 0.591 0.565 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.019 0.870 0.760 0.812 d = lying 0.073 0.609 0.974 0.749 e = sitting 0.032 0.682 0.531 0.597 f = standing 0.007 0.969 0.848 0.904 g = running 0.012 0.295 0.033 0.060 h = walking ------------------------------------------------------- 0.055 0.652 0.648 0.624 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.053 0.632 0.790 0.702 a = climbing down 0.023 0.721 0.429 0.538 b = climbing up 0.000 0.993 0.974 0.983 c = jumping 0.045 0.649 0.560 0.601 d = lying 0.069 0.653 0.930 0.767 e = sitting 0.074 0.586 0.672 0.626 f = standing 0.001 0.995 0.731 0.843 g = running 0.089 0.568 0.681 0.619 h = walking ------------------------------------------------------- 0.046 0.720 0.691 0.691 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.091 0.554 0.837 0.667 a = climbing down 0.066 0.496 0.438 0.465 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.990 0.880 0.932 d = lying 0.030 0.820 0.939 0.875 e = sitting 0.025 0.853 0.849 0.851 f = standing 0.000 0.998 1.000 0.999 g = running 0.043 0.618 0.420 0.500 h = walking ------------------------------------------------------- 0.033 0.781 0.776 0.771 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.057 0.508 0.476 0.492 a = climbing down 0.075 0.641 0.791 0.709 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.012 0.928 0.848 0.886 d = lying 0.037 0.697 0.612 0.652 e = sitting 0.080 0.602 0.755 0.670 f = standing 0.000 0.998 0.943 0.970 g = running 0.069 0.510 0.425 0.464 h = walking ------------------------------------------------------- 0.045 0.720 0.714 0.713 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.090 0.179 0.188 0.183 a = climbing down 0.195 0.363 0.399 0.380 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.124 0.479 0.745 0.583 d = lying 0.013 0.883 0.645 0.745 e = sitting 0.135 0.275 0.333 0.301 f = standing 0.069 0.682 0.951 0.795 g = running 0.014 0.102 0.010 0.018 h = walking ------------------------------------------------------- 0.080 0.370 0.409 0.376 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.947 0.747 0.835 a = climbing down 0.022 0.797 0.642 0.711 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.004 0.974 0.974 0.974 d = lying 0.064 0.688 0.965 0.803 e = sitting 0.017 0.886 0.759 0.818 f = standing 0.001 0.995 0.837 0.909 g = running 0.071 0.684 0.903 0.779 h = walking ------------------------------------------------------- 0.025 0.863 0.841 0.843 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.045 0.634 0.878 0.736 a = climbing down 0.042 0.533 0.461 0.494 b = climbing up 0.000 0.981 0.981 0.981 c = jumping 0.024 0.861 0.747 0.800 d = lying 0.031 0.816 0.689 0.747 e = sitting 0.079 0.637 0.845 0.726 f = standing 0.005 0.973 1.000 0.986 g = running 0.018 0.895 0.778 0.832 h = walking ------------------------------------------------------- 0.032 0.799 0.786 0.786 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.828 0.753 0.789 a = climbing down 0.132 0.507 0.864 0.639 b = climbing up 0.000 0.992 0.825 0.901 c = jumping 0.006 0.965 0.940 0.952 d = lying 0.058 0.673 0.807 0.734 e = sitting 0.032 0.782 0.662 0.717 f = standing 0.005 0.971 0.996 0.984 g = running 0.019 0.733 0.305 0.430 h = walking ------------------------------------------------------- 0.037 0.791 0.764 0.756 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.048 0.656 0.782 0.713 a = climbing down 0.087 0.578 0.759 0.656 b = climbing up 0.000 0.990 0.829 0.903 c = jumping 0.001 0.994 0.992 0.993 d = lying 0.073 0.616 0.748 0.676 e = sitting 0.040 0.679 0.538 0.600 f = standing 0.003 0.983 0.997 0.990 g = running 0.005 0.957 0.584 0.725 h = walking ------------------------------------------------------- 0.033 0.801 0.777 0.778 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.745 0.487 0.589 a = climbing down 0.173 0.478 0.952 0.636 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.004 0.977 0.962 0.969 d = lying 0.067 0.621 0.838 0.714 e = sitting 0.018 0.796 0.464 0.586 f = standing 0.002 0.989 1.000 0.995 g = running 0.016 0.787 0.332 0.467 h = walking ------------------------------------------------------- 0.040 0.789 0.740 0.729 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.276 0.187 0.917 0.310 a = climbing down 0.004 0.891 0.231 0.367 b = climbing up 0.001 0.964 1.000 0.982 c = jumping 0.000 1.000 0.218 0.358 d = lying 0.125 0.581 0.996 0.734 e = sitting 0.141 0.250 0.293 0.270 f = standing 0.014 0.929 0.996 0.962 g = running 0.011 0.128 0.008 0.015 h = walking ------------------------------------------------------- 0.061 0.601 0.489 0.444 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.831 0.707 0.764 a = climbing down 0.079 0.615 0.816 0.701 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.029 0.841 0.876 0.858 d = lying 0.018 0.797 0.467 0.589 e = sitting 0.088 0.620 0.810 0.702 f = standing 0.000 0.998 0.973 0.985 g = running 0.024 0.840 0.718 0.774 h = walking ------------------------------------------------------- 0.036 0.798 0.780 0.778 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.024 0.793 0.650 0.715 a = climbing down 0.105 0.594 0.947 0.730 b = climbing up 0.000 1.000 0.662 0.797 c = jumping 0.017 0.900 0.829 0.863 d = lying 0.034 0.502 0.278 0.358 e = sitting 0.113 0.512 0.738 0.605 f = standing 0.010 0.940 0.879 0.908 g = running 0.016 0.879 0.635 0.738 h = walking ------------------------------------------------------- 0.044 0.751 0.724 0.720 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.219 0.403 0.951 0.566 a = climbing down 0.006 0.465 0.177 0.257 b = climbing up 0.001 0.974 0.993 0.984 c = jumping 0.010 0.955 0.950 0.952 d = lying 0.019 0.922 0.975 0.948 e = sitting 0.006 0.968 0.881 0.923 f = standing 0.005 0.960 0.994 0.977 g = running 0.007 0.413 0.024 0.045 h = walking ------------------------------------------------------- 0.038 0.770 0.766 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.076 0.584 0.964 0.727 a = climbing down 0.080 0.566 0.679 0.618 b = climbing up 0.001 0.953 0.688 0.799 c = jumping 0.083 0.661 0.968 0.785 d = lying 0.031 0.822 0.937 0.875 e = sitting 0.004 0.953 0.456 0.617 f = standing 0.000 0.997 0.798 0.887 g = running 0.011 0.902 0.548 0.682 h = walking ------------------------------------------------------- 0.037 0.805 0.751 0.746 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.144 0.382 0.600 0.467 a = climbing down 0.071 0.653 0.661 0.657 b = climbing up 0.000 0.984 1.000 0.992 c = jumping 0.026 0.809 0.675 0.736 d = lying 0.091 0.549 0.980 0.703 e = sitting 0.041 0.689 0.619 0.652 f = standing 0.001 0.993 0.686 0.811 g = running 0.019 0.743 0.390 0.512 h = walking ------------------------------------------------------- 0.051 0.716 0.658 0.664 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.027 0.770 0.754 0.762 a = climbing down 0.042 0.734 0.855 0.790 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.025 0.827 0.782 0.804 d = lying 0.074 0.643 0.968 0.773 e = sitting 0.034 0.776 0.761 0.768 f = standing 0.004 0.981 0.739 0.843 g = running 0.023 0.850 0.778 0.813 h = walking ------------------------------------------------------- 0.029 0.821 0.799 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.730 0.668 0.698 a = climbing down 0.144 0.369 0.579 0.451 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.089 0.520 0.489 0.504 d = lying 0.035 0.790 0.912 0.846 e = sitting 0.098 0.395 0.371 0.383 f = standing 0.002 0.989 0.998 0.993 g = running 0.041 0.543 0.296 0.383 h = walking ------------------------------------------------------- 0.062 0.625 0.618 0.613 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.701 0.562 0.624 a = climbing down 0.075 0.651 0.852 0.738 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.023 0.840 0.734 0.783 d = lying 0.025 0.808 0.754 0.780 e = sitting 0.076 0.638 0.769 0.697 f = standing 0.002 0.991 0.952 0.971 g = running 0.021 0.860 0.752 0.802 h = walking ------------------------------------------------------- 0.035 0.795 0.783 0.784 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.082 0.516 0.828 0.636 a = climbing down 0.112 0.524 0.434 0.475 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.056 0.550 0.516 0.532 d = lying 0.022 0.847 0.814 0.830 e = sitting 0.136 0.453 0.716 0.555 f = standing 0.051 0.746 0.942 0.832 g = running 0.014 0.697 0.194 0.303 h = walking ------------------------------------------------------- 0.070 0.623 0.596 0.570 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.873 0.824 0.848 a = climbing down 0.030 0.775 0.776 0.776 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.008 0.956 0.972 0.964 d = lying 0.024 0.847 0.905 0.875 e = sitting 0.021 0.879 0.888 0.884 f = standing 0.001 0.995 0.922 0.957 g = running 0.032 0.821 0.864 0.842 h = walking ------------------------------------------------------- 0.017 0.889 0.887 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.116 0.407 0.915 0.563 a = climbing down 0.025 0.564 0.252 0.348 b = climbing up 0.000 1.000 0.688 0.815 c = jumping 0.091 0.556 0.579 0.567 d = lying 0.030 0.764 0.492 0.598 e = sitting 0.125 0.435 0.601 0.505 f = standing 0.010 0.952 0.996 0.973 g = running 0.023 0.839 0.626 0.717 h = walking ------------------------------------------------------- 0.054 0.680 0.635 0.633 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.611 0.728 a = climbing down 0.076 0.671 0.906 0.771 b = climbing up 0.000 0.992 0.812 0.893 c = jumping 0.008 0.936 0.652 0.769 d = lying 0.022 0.838 0.792 0.814 e = sitting 0.087 0.617 0.836 0.710 f = standing 0.005 0.975 0.989 0.982 g = running 0.024 0.844 0.784 0.813 h = walking ------------------------------------------------------- 0.033 0.829 0.802 0.803 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.882 0.906 a = climbing down 0.037 0.790 0.931 0.854 b = climbing up 0.000 0.993 0.792 0.881 c = jumping 0.008 0.957 0.954 0.956 d = lying 0.060 0.660 0.782 0.716 e = sitting 0.037 0.738 0.609 0.667 f = standing 0.006 0.965 0.998 0.981 g = running 0.010 0.941 0.839 0.887 h = walking ------------------------------------------------------- 0.023 0.862 0.856 0.856 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.875 0.627 0.730 a = climbing down 0.127 0.548 0.978 0.702 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.989 0.833 0.904 d = lying 0.121 0.494 0.956 0.651 e = sitting 0.028 0.687 0.319 0.436 f = standing 0.001 0.993 0.998 0.995 g = running 0.006 0.930 0.489 0.641 h = walking ------------------------------------------------------- 0.038 0.806 0.742 0.734 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.181 0.246 0.855 0.381 a = climbing down 0.004 0.843 0.135 0.233 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.001 0.993 0.947 0.969 d = lying 0.157 0.516 0.993 0.679 e = sitting 0.006 0.829 0.159 0.266 f = standing 0.017 0.911 0.998 0.953 g = running 0.029 0.778 0.478 0.592 h = walking ------------------------------------------------------- 0.043 0.782 0.649 0.619 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.044 0.667 0.735 0.700 a = climbing down 0.057 0.620 0.626 0.623 b = climbing up 0.001 0.968 0.981 0.974 c = jumping 0.044 0.788 0.903 0.842 d = lying 0.012 0.821 0.391 0.530 e = sitting 0.101 0.575 0.751 0.651 f = standing 0.001 0.995 0.932 0.962 g = running 0.030 0.825 0.798 0.811 h = walking ------------------------------------------------------- 0.041 0.767 0.751 0.746 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.770 0.860 a = climbing down 0.041 0.779 0.920 0.844 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.014 0.833 0.376 0.518 d = lying 0.049 0.551 0.373 0.445 e = sitting 0.198 0.342 0.661 0.451 f = standing 0.001 0.994 0.990 0.992 g = running 0.020 0.890 0.915 0.902 h = walking ------------------------------------------------------- 0.045 0.773 0.719 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.186 0.443 0.956 0.606 a = climbing down 0.045 0.188 0.349 0.245 b = climbing up 0.007 0.785 1.000 0.879 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.020 0.915 0.945 0.930 e = sitting 0.004 0.977 0.897 0.936 f = standing 0.000 0.997 0.933 0.964 g = running 0.002 0.579 0.010 0.020 h = walking ------------------------------------------------------- 0.031 0.803 0.767 0.724 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.961 0.958 a = climbing down 0.025 0.830 0.795 0.812 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.031 0.840 0.983 0.906 d = lying 0.021 0.868 0.932 0.899 e = sitting 0.008 0.943 0.763 0.844 f = standing 0.000 0.998 0.941 0.968 g = running 0.030 0.847 0.899 0.872 h = walking ------------------------------------------------------- 0.017 0.900 0.896 0.896 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.579 0.615 0.596 a = climbing down 0.113 0.608 0.898 0.725 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.006 0.952 0.769 0.851 d = lying 0.059 0.652 0.959 0.776 e = sitting 0.039 0.725 0.808 0.765 f = standing 0.001 0.997 0.807 0.892 g = running 0.008 0.847 0.308 0.452 h = walking ------------------------------------------------------- 0.040 0.787 0.746 0.739 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.040 0.700 0.814 0.753 a = climbing down 0.040 0.743 0.834 0.786 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.067 0.650 0.845 0.735 d = lying 0.084 0.587 0.846 0.693 e = sitting 0.066 0.477 0.388 0.428 f = standing 0.001 0.995 0.677 0.805 g = running 0.025 0.818 0.671 0.738 h = walking ------------------------------------------------------- 0.041 0.744 0.717 0.717 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.704 0.829 0.761 a = climbing down 0.093 0.463 0.577 0.513 b = climbing up 0.000 0.983 0.967 0.975 c = jumping 0.013 0.928 0.942 0.935 d = lying 0.034 0.793 0.776 0.785 e = sitting 0.046 0.745 0.744 0.744 f = standing 0.001 0.995 0.998 0.997 g = running 0.035 0.641 0.406 0.497 h = walking ------------------------------------------------------- 0.035 0.772 0.768 0.765 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.055 0.585 0.610 0.597 a = climbing down 0.092 0.611 0.876 0.720 b = climbing up 0.003 0.865 1.000 0.928 c = jumping 0.005 0.965 0.817 0.885 d = lying 0.046 0.646 0.594 0.619 e = sitting 0.087 0.586 0.750 0.658 f = standing 0.001 0.995 0.931 0.962 g = running 0.023 0.768 0.429 0.551 h = walking ------------------------------------------------------- 0.042 0.753 0.730 0.728 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.863 0.717 0.783 a = climbing down 0.121 0.534 0.493 0.513 b = climbing up 0.000 1.000 0.017 0.034 c = jumping 0.063 0.535 0.554 0.544 d = lying 0.042 0.723 0.731 0.727 e = sitting 0.135 0.400 0.579 0.473 f = standing 0.022 0.870 0.961 0.914 g = running 0.050 0.648 0.528 0.581 h = walking ------------------------------------------------------- 0.069 0.643 0.623 0.620 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.810 0.871 a = climbing down 0.027 0.813 0.887 0.849 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.978 0.984 0.981 d = lying 0.032 0.788 0.705 0.744 e = sitting 0.055 0.720 0.839 0.775 f = standing 0.000 1.000 0.943 0.971 g = running 0.023 0.869 0.902 0.885 h = walking ------------------------------------------------------- 0.020 0.879 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.052 0.611 0.928 0.737 a = climbing down 0.077 0.503 0.766 0.607 b = climbing up 0.000 1.000 0.563 0.720 c = jumping 0.007 0.953 0.752 0.840 d = lying 0.028 0.723 0.354 0.476 e = sitting 0.164 0.464 0.875 0.606 f = standing 0.015 0.930 0.988 0.958 g = running 0.004 0.955 0.415 0.578 h = walking ------------------------------------------------------- 0.043 0.774 0.696 0.689 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.933 0.645 0.763 a = climbing down 0.070 0.638 0.807 0.713 b = climbing up 0.000 0.992 0.756 0.858 c = jumping 0.005 0.973 0.943 0.958 d = lying 0.075 0.620 0.851 0.717 e = sitting 0.026 0.795 0.559 0.656 f = standing 0.006 0.967 0.985 0.976 g = running 0.039 0.775 0.805 0.789 h = walking ------------------------------------------------------- 0.031 0.824 0.804 0.804 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.868 0.909 0.888 a = climbing down 0.078 0.628 0.836 0.717 b = climbing up 0.000 0.991 0.894 0.940 c = jumping 0.000 0.998 0.993 0.996 d = lying 0.103 0.583 0.919 0.713 e = sitting 0.014 0.798 0.344 0.481 f = standing 0.005 0.972 0.999 0.985 g = running 0.016 0.878 0.589 0.705 h = walking ------------------------------------------------------- 0.031 0.828 0.800 0.790 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.949 0.497 0.653 a = climbing down 0.155 0.505 0.931 0.655 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.989 0.953 0.971 d = lying 0.114 0.508 0.906 0.651 e = sitting 0.018 0.654 0.219 0.328 f = standing 0.006 0.971 0.998 0.984 g = running 0.022 0.766 0.408 0.533 h = walking ------------------------------------------------------- 0.043 0.778 0.723 0.705 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.255 0.167 0.763 0.274 a = climbing down 0.004 0.910 0.227 0.364 b = climbing up 0.029 0.335 0.800 0.473 c = jumping 0.000 1.000 0.808 0.894 d = lying 0.087 0.630 0.817 0.712 e = sitting 0.064 0.536 0.481 0.507 f = standing 0.034 0.809 0.807 0.808 g = running 0.010 0.764 0.151 0.251 h = walking ------------------------------------------------------- 0.046 0.734 0.563 0.565 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.002 0.966 0.572 0.719 a = climbing down 0.084 0.555 0.701 0.620 b = climbing up 0.001 0.962 0.981 0.971 c = jumping 0.008 0.941 0.703 0.804 d = lying 0.103 0.545 0.841 0.661 e = sitting 0.057 0.607 0.490 0.542 f = standing 0.000 1.000 0.937 0.967 g = running 0.052 0.737 0.819 0.776 h = walking ------------------------------------------------------- 0.042 0.772 0.736 0.739 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.185 0.372 0.795 0.507 a = climbing down 0.084 0.668 0.919 0.774 b = climbing up 0.006 0.774 1.000 0.872 c = jumping 0.028 0.866 0.991 0.924 d = lying 0.085 0.305 0.305 0.305 e = sitting 0.065 0.443 0.349 0.390 f = standing 0.004 0.961 0.517 0.672 g = running 0.012 0.705 0.150 0.248 h = walking ------------------------------------------------------- 0.060 0.646 0.592 0.566 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.290 0.315 0.966 0.476 a = climbing down 0.009 0.638 0.112 0.190 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.027 0.740 0.495 0.593 d = lying 0.001 0.996 0.923 0.959 e = sitting 0.092 0.615 0.839 0.710 f = standing 0.002 0.987 0.994 0.990 g = running 0.000 0.400 0.002 0.003 h = walking ------------------------------------------------------- 0.054 0.687 0.633 0.582 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.154 0.432 0.888 0.581 a = climbing down 0.053 0.697 0.825 0.756 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.006 0.960 0.905 0.932 d = lying 0.027 0.862 0.991 0.922 e = sitting 0.015 0.889 0.925 0.907 f = standing 0.000 0.998 0.878 0.935 g = running 0.009 0.351 0.025 0.047 h = walking ------------------------------------------------------- 0.033 0.755 0.768 0.728 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.052 0.407 0.227 0.291 a = climbing down 0.196 0.493 0.981 0.656 b = climbing up 0.000 0.991 0.753 0.856 c = jumping 0.002 0.985 0.826 0.899 d = lying 0.074 0.604 0.984 0.749 e = sitting 0.025 0.826 0.808 0.817 f = standing 0.008 0.960 0.742 0.837 g = running 0.015 0.618 0.163 0.258 h = walking ------------------------------------------------------- 0.053 0.716 0.682 0.657 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.170 0.366 0.802 0.502 a = climbing down 0.025 0.818 0.811 0.814 b = climbing up 0.000 1.000 0.113 0.202 c = jumping 0.021 0.846 0.721 0.779 d = lying 0.075 0.605 0.889 0.720 e = sitting 0.053 0.632 0.639 0.636 f = standing 0.025 0.906 0.822 0.862 g = running 0.020 0.240 0.036 0.062 h = walking ------------------------------------------------------- 0.048 0.661 0.659 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.139 0.438 0.752 0.554 a = climbing down 0.084 0.568 0.771 0.654 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.094 0.635 0.889 0.741 d = lying 0.015 0.895 0.877 0.886 e = sitting 0.029 0.694 0.386 0.496 f = standing 0.009 0.958 0.991 0.974 g = running 0.015 0.365 0.046 0.082 h = walking ------------------------------------------------------- 0.048 0.569 0.589 0.548 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.120 0.499 0.808 0.617 a = climbing down 0.020 0.803 0.485 0.604 b = climbing up 0.002 0.908 0.919 0.914 c = jumping 0.008 0.931 0.801 0.861 d = lying 0.025 0.822 0.778 0.800 e = sitting 0.058 0.712 0.841 0.771 f = standing 0.003 0.983 0.960 0.971 g = running 0.024 0.822 0.694 0.753 h = walking ------------------------------------------------------- 0.035 0.804 0.774 0.777 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.543 0.617 0.578 a = climbing down 0.038 0.812 0.522 0.635 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.059 0.616 0.683 0.648 d = lying 0.030 0.839 0.972 0.901 e = sitting 0.089 0.557 0.710 0.624 f = standing 0.013 0.869 0.546 0.670 g = running 0.072 0.666 0.919 0.772 h = walking ------------------------------------------------------- 0.047 0.727 0.702 0.697 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.020 0.823 0.708 0.761 a = climbing down 0.043 0.736 0.865 0.795 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.016 0.915 0.967 0.940 d = lying 0.046 0.760 0.966 0.851 e = sitting 0.012 0.903 0.852 0.877 f = standing 0.003 0.984 0.789 0.876 g = running 0.028 0.839 0.824 0.832 h = walking ------------------------------------------------------- 0.022 0.864 0.854 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.079 0.525 0.726 0.609 a = climbing down 0.025 0.742 0.574 0.647 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.010 0.817 0.249 0.382 d = lying 0.018 0.894 0.790 0.839 e = sitting 0.161 0.471 0.902 0.619 f = standing 0.006 0.969 0.993 0.981 g = running 0.027 0.832 0.714 0.769 h = walking ------------------------------------------------------- 0.043 0.772 0.717 0.709 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.848 0.615 0.713 a = climbing down 0.062 0.717 0.885 0.792 b = climbing up 0.006 0.768 0.959 0.853 c = jumping 0.011 0.853 0.385 0.531 d = lying 0.026 0.847 0.871 0.859 e = sitting 0.103 0.505 0.803 0.620 f = standing 0.005 0.973 0.947 0.960 g = running 0.043 0.783 0.780 0.781 h = walking ------------------------------------------------------- 0.036 0.796 0.767 0.762 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.713 0.802 a = climbing down 0.050 0.738 0.925 0.821 b = climbing up 0.000 0.987 0.852 0.915 c = jumping 0.009 0.952 0.957 0.955 d = lying 0.047 0.730 0.861 0.790 e = sitting 0.027 0.805 0.672 0.732 f = standing 0.008 0.954 0.997 0.975 g = running 0.019 0.885 0.819 0.851 h = walking ------------------------------------------------------- 0.023 0.861 0.853 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.044 0.686 0.844 0.757 a = climbing down 0.061 0.678 0.892 0.771 b = climbing up 0.000 0.994 0.918 0.955 c = jumping 0.001 0.996 0.921 0.957 d = lying 0.069 0.730 0.948 0.825 e = sitting 0.020 0.829 0.584 0.685 f = standing 0.004 0.976 0.998 0.987 g = running 0.014 0.870 0.519 0.650 h = walking ------------------------------------------------------- 0.029 0.835 0.816 0.811 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.122 0.256 0.594 0.358 a = climbing down 0.002 0.936 0.215 0.350 b = climbing up 0.000 0.994 0.940 0.966 c = jumping 0.023 0.886 0.908 0.897 d = lying 0.027 0.862 0.995 0.924 e = sitting 0.010 0.929 0.754 0.832 f = standing 0.217 0.462 0.998 0.632 g = running 0.001 0.600 0.009 0.018 h = walking ------------------------------------------------------- 0.052 0.740 0.650 0.595 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.658 0.368 0.472 a = climbing down 0.208 0.398 0.886 0.550 b = climbing up 0.001 0.958 0.988 0.973 c = jumping 0.000 0.997 0.912 0.953 d = lying 0.012 0.883 0.638 0.741 e = sitting 0.067 0.686 0.926 0.788 f = standing 0.000 0.997 0.885 0.938 g = running 0.050 0.339 0.136 0.194 h = walking ------------------------------------------------------- 0.050 0.715 0.685 0.670 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.086 0.593 0.921 0.721 a = climbing down 0.018 0.883 0.770 0.823 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.019 0.899 0.980 0.938 d = lying 0.094 0.423 0.434 0.428 e = sitting 0.075 0.373 0.310 0.338 f = standing 0.004 0.972 0.831 0.896 g = running 0.019 0.876 0.754 0.810 h = walking ------------------------------------------------------- 0.042 0.737 0.726 0.725 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.160 0.449 0.932 0.606 a = climbing down 0.018 0.791 0.498 0.611 b = climbing up 0.009 0.696 0.994 0.818 c = jumping 0.020 0.889 0.989 0.936 d = lying 0.001 0.994 0.948 0.970 e = sitting 0.010 0.933 0.870 0.900 f = standing 0.001 0.995 0.934 0.963 g = running 0.010 0.878 0.390 0.540 h = walking ------------------------------------------------------- 0.028 0.856 0.799 0.797 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.050 0.684 0.884 0.771 a = climbing down 0.036 0.772 0.796 0.784 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.015 0.921 0.991 0.954 d = lying 0.032 0.824 0.915 0.867 e = sitting 0.014 0.880 0.774 0.824 f = standing 0.001 0.995 0.917 0.955 g = running 0.023 0.844 0.661 0.742 h = walking ------------------------------------------------------- 0.022 0.860 0.852 0.851 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.015 0.817 0.428 0.561 a = climbing down 0.213 0.477 0.976 0.640 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.001 0.989 0.810 0.891 d = lying 0.056 0.671 0.972 0.794 e = sitting 0.027 0.772 0.700 0.734 f = standing 0.002 0.992 0.845 0.913 g = running 0.003 0.937 0.271 0.421 h = walking ------------------------------------------------------- 0.047 0.816 0.730 0.722 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.147 0.412 0.869 0.559 a = climbing down 0.030 0.790 0.790 0.790 b = climbing up 0.000 1.000 0.238 0.385 c = jumping 0.038 0.763 0.792 0.777 d = lying 0.080 0.589 0.869 0.702 e = sitting 0.055 0.610 0.598 0.604 f = standing 0.019 0.920 0.716 0.805 g = running 0.023 0.476 0.120 0.191 h = walking ------------------------------------------------------- 0.048 0.687 0.657 0.637 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.850 0.728 0.784 a = climbing down 0.085 0.575 0.839 0.682 b = climbing up 0.000 0.992 0.963 0.977 c = jumping 0.021 0.884 0.950 0.916 d = lying 0.033 0.837 0.966 0.897 e = sitting 0.010 0.926 0.711 0.804 f = standing 0.001 0.992 0.999 0.996 g = running 0.024 0.811 0.594 0.686 h = walking ------------------------------------------------------- 0.025 0.851 0.835 0.834 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.080 0.603 0.810 0.692 a = climbing down 0.015 0.883 0.667 0.760 b = climbing up 0.002 0.904 0.988 0.944 c = jumping 0.008 0.940 0.951 0.946 d = lying 0.045 0.721 0.775 0.747 e = sitting 0.038 0.757 0.729 0.743 f = standing 0.001 0.993 0.932 0.961 g = running 0.052 0.664 0.631 0.647 h = walking ------------------------------------------------------- 0.032 0.804 0.791 0.793 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.866 0.806 0.835 a = climbing down 0.037 0.836 0.626 0.716 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.056 0.649 0.739 0.691 d = lying 0.036 0.810 0.981 0.887 e = sitting 0.087 0.512 0.573 0.541 f = standing 0.001 0.997 0.955 0.975 g = running 0.028 0.832 0.877 0.854 h = walking ------------------------------------------------------- 0.037 0.791 0.781 0.781 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.681 0.802 a = climbing down 0.053 0.691 0.853 0.764 b = climbing up 0.000 0.993 0.854 0.918 c = jumping 0.010 0.942 0.998 0.969 d = lying 0.049 0.771 0.900 0.831 e = sitting 0.025 0.809 0.817 0.813 f = standing 0.004 0.980 0.802 0.882 g = running 0.035 0.810 0.838 0.824 h = walking ------------------------------------------------------- 0.024 0.862 0.847 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.795 0.896 0.842 a = climbing down 0.027 0.749 0.799 0.773 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.002 0.989 0.766 0.863 d = lying 0.025 0.845 0.694 0.762 e = sitting 0.094 0.602 0.884 0.716 f = standing 0.011 0.946 0.993 0.969 g = running 0.007 0.954 0.791 0.865 h = walking ------------------------------------------------------- 0.026 0.857 0.832 0.836 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.915 0.650 0.760 a = climbing down 0.035 0.738 0.636 0.683 b = climbing up 0.000 0.988 0.931 0.959 c = jumping 0.004 0.975 0.880 0.925 d = lying 0.047 0.778 0.925 0.845 e = sitting 0.023 0.794 0.674 0.729 f = standing 0.003 0.983 0.973 0.978 g = running 0.082 0.687 0.928 0.790 h = walking ------------------------------------------------------- 0.030 0.840 0.827 0.825 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.944 0.809 0.871 a = climbing down 0.035 0.779 0.798 0.789 b = climbing up 0.000 0.974 0.902 0.937 c = jumping 0.002 0.987 0.977 0.982 d = lying 0.051 0.749 0.849 0.795 e = sitting 0.027 0.776 0.604 0.679 f = standing 0.007 0.964 0.997 0.981 g = running 0.036 0.828 0.922 0.872 h = walking ------------------------------------------------------- 0.024 0.862 0.860 0.858 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.909 0.695 0.788 a = climbing down 0.136 0.522 0.907 0.663 b = climbing up 0.000 1.000 0.895 0.945 c = jumping 0.000 0.998 0.966 0.982 d = lying 0.098 0.642 0.955 0.768 e = sitting 0.006 0.859 0.269 0.409 f = standing 0.008 0.955 0.997 0.975 g = running 0.017 0.836 0.467 0.599 h = walking ------------------------------------------------------- 0.040 0.818 0.766 0.751 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.210 0.174 0.655 0.275 a = climbing down 0.020 0.760 0.426 0.546 b = climbing up 0.000 0.985 0.963 0.974 c = jumping 0.000 0.999 0.887 0.940 d = lying 0.010 0.947 0.969 0.958 e = sitting 0.020 0.882 0.969 0.923 f = standing 0.047 0.804 0.997 0.890 g = running 0.000 1.000 0.107 0.193 h = walking ------------------------------------------------------- 0.028 0.860 0.720 0.711 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.744 0.621 0.677 a = climbing down 0.105 0.507 0.720 0.595 b = climbing up 0.004 0.813 0.956 0.879 c = jumping 0.005 0.969 0.969 0.969 d = lying 0.030 0.738 0.511 0.604 e = sitting 0.082 0.606 0.806 0.692 f = standing 0.002 0.991 0.965 0.978 g = running 0.041 0.710 0.547 0.618 h = walking ------------------------------------------------------- 0.040 0.762 0.743 0.743 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.123 0.493 0.904 0.638 a = climbing down 0.066 0.696 0.866 0.772 b = climbing up 0.019 0.490 1.000 0.658 c = jumping 0.019 0.902 0.991 0.944 d = lying 0.066 0.450 0.303 0.362 e = sitting 0.102 0.400 0.487 0.439 f = standing 0.008 0.933 0.635 0.756 g = running 0.008 0.882 0.315 0.464 h = walking ------------------------------------------------------- 0.052 0.688 0.643 0.628 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.177 0.426 0.943 0.586 a = climbing down 0.011 0.859 0.498 0.631 b = climbing up 0.014 0.594 0.976 0.739 c = jumping 0.023 0.869 0.982 0.922 d = lying 0.002 0.990 0.974 0.982 e = sitting 0.005 0.966 0.855 0.907 f = standing 0.002 0.985 0.872 0.925 g = running 0.007 0.905 0.351 0.506 h = walking ------------------------------------------------------- 0.029 0.864 0.788 0.787 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.030 0.803 0.919 0.857 a = climbing down 0.041 0.752 0.827 0.788 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.010 0.942 0.961 0.951 d = lying 0.028 0.840 0.959 0.895 e = sitting 0.011 0.917 0.882 0.899 f = standing 0.002 0.990 0.885 0.935 g = running 0.017 0.892 0.730 0.803 h = walking ------------------------------------------------------- 0.018 0.886 0.879 0.880 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.048 0.443 0.242 0.313 a = climbing down 0.194 0.490 0.961 0.649 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.009 0.935 0.839 0.885 d = lying 0.077 0.587 0.957 0.728 e = sitting 0.037 0.744 0.739 0.742 f = standing 0.005 0.972 0.673 0.796 g = running 0.017 0.675 0.243 0.357 h = walking ------------------------------------------------------- 0.055 0.712 0.668 0.650 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.157 0.394 0.840 0.536 a = climbing down 0.037 0.773 0.905 0.834 b = climbing up 0.000 1.000 0.219 0.359 c = jumping 0.010 0.928 0.810 0.865 d = lying 0.053 0.682 0.885 0.770 e = sitting 0.042 0.707 0.719 0.713 f = standing 0.017 0.938 0.886 0.911 g = running 0.005 0.708 0.064 0.117 h = walking ------------------------------------------------------- 0.039 0.766 0.717 0.685 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.009 0.912 0.718 0.803 a = climbing down 0.105 0.500 0.758 0.603 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.028 0.843 0.895 0.868 d = lying 0.028 0.849 0.899 0.873 e = sitting 0.024 0.836 0.726 0.777 f = standing 0.004 0.980 0.998 0.989 g = running 0.035 0.726 0.536 0.617 h = walking ------------------------------------------------------- 0.031 0.817 0.799 0.800 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.202 0.388 0.858 0.534 a = climbing down 0.017 0.832 0.533 0.650 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.016 0.889 0.926 0.907 d = lying 0.040 0.748 0.799 0.773 e = sitting 0.039 0.760 0.723 0.741 f = standing 0.002 0.989 0.941 0.964 g = running 0.023 0.426 0.105 0.169 h = walking ------------------------------------------------------- 0.045 0.734 0.705 0.690 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.698 0.740 0.718 a = climbing down 0.026 0.865 0.545 0.669 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.034 0.705 0.625 0.663 d = lying 0.032 0.833 0.938 0.883 e = sitting 0.094 0.572 0.797 0.666 f = standing 0.002 0.986 0.860 0.919 g = running 0.060 0.707 0.921 0.800 h = walking ------------------------------------------------------- 0.038 0.786 0.763 0.760 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.013 0.888 0.789 0.836 a = climbing down 0.058 0.676 0.906 0.774 b = climbing up 0.000 0.994 0.901 0.945 c = jumping 0.010 0.943 0.972 0.958 d = lying 0.046 0.790 0.944 0.860 e = sitting 0.013 0.891 0.856 0.873 f = standing 0.003 0.986 0.821 0.896 g = running 0.013 0.907 0.754 0.823 h = walking ------------------------------------------------------- 0.021 0.879 0.864 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.558 0.816 0.662 a = climbing down 0.013 0.841 0.528 0.649 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.011 0.880 0.481 0.622 d = lying 0.025 0.839 0.690 0.757 e = sitting 0.132 0.507 0.872 0.641 f = standing 0.026 0.875 0.982 0.925 g = running 0.017 0.887 0.740 0.807 h = walking ------------------------------------------------------- 0.040 0.788 0.738 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.037 0.721 0.738 0.729 a = climbing down 0.025 0.812 0.614 0.699 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.001 0.982 0.446 0.613 d = lying 0.050 0.752 0.933 0.833 e = sitting 0.082 0.536 0.728 0.618 f = standing 0.005 0.972 0.946 0.959 g = running 0.070 0.717 0.894 0.796 h = walking ------------------------------------------------------- 0.037 0.798 0.767 0.762 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.975 0.842 0.903 a = climbing down 0.026 0.835 0.884 0.859 b = climbing up 0.000 0.989 0.956 0.972 c = jumping 0.005 0.973 0.980 0.977 d = lying 0.041 0.789 0.936 0.856 e = sitting 0.013 0.902 0.718 0.799 f = standing 0.004 0.978 0.997 0.987 g = running 0.023 0.876 0.918 0.897 h = walking ------------------------------------------------------- 0.016 0.906 0.901 0.900 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.893 0.673 0.768 a = climbing down 0.065 0.659 0.852 0.743 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.000 0.998 0.945 0.971 d = lying 0.096 0.663 0.973 0.789 e = sitting 0.013 0.853 0.436 0.577 f = standing 0.002 0.986 0.998 0.992 g = running 0.038 0.771 0.706 0.737 h = walking ------------------------------------------------------- 0.033 0.832 0.810 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.156 0.195 0.549 0.288 a = climbing down 0.005 0.909 0.317 0.470 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.002 0.988 0.951 0.969 d = lying 0.013 0.933 0.978 0.955 e = sitting 0.007 0.959 0.936 0.947 f = standing 0.064 0.749 1.000 0.857 g = running 0.001 0.986 0.493 0.657 h = walking ------------------------------------------------------- 0.024 0.876 0.777 0.786 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.122 0.405 0.567 0.472 a = climbing down 0.112 0.402 0.521 0.454 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.001 0.996 0.943 0.969 d = lying 0.013 0.867 0.608 0.715 e = sitting 0.065 0.691 0.918 0.789 f = standing 0.022 0.897 0.993 0.942 g = running 0.051 0.187 0.062 0.093 h = walking ------------------------------------------------------- 0.052 0.645 0.667 0.643 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.762 0.776 a = climbing down 0.045 0.793 0.913 0.849 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.017 0.909 0.964 0.936 d = lying 0.092 0.346 0.413 0.377 e = sitting 0.064 0.574 0.452 0.506 f = standing 0.003 0.982 0.875 0.925 g = running 0.025 0.855 0.862 0.859 h = walking ------------------------------------------------------- 0.037 0.769 0.765 0.764 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.267 0.333 0.949 0.493 a = climbing down 0.011 0.792 0.300 0.435 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.011 0.932 0.975 0.953 d = lying 0.010 0.945 0.950 0.948 e = sitting 0.012 0.920 0.867 0.893 f = standing 0.000 1.000 1.000 1.000 g = running 0.003 0.105 0.002 0.003 h = walking ------------------------------------------------------- 0.039 0.726 0.726 0.686 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.057 0.649 0.865 0.742 a = climbing down 0.072 0.674 0.940 0.785 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.965 0.983 0.974 d = lying 0.016 0.902 0.949 0.925 e = sitting 0.012 0.911 0.945 0.928 f = standing 0.000 0.998 0.898 0.946 g = running 0.009 0.897 0.402 0.555 h = walking ------------------------------------------------------- 0.022 0.872 0.849 0.841 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.711 0.447 0.549 a = climbing down 0.103 0.645 0.944 0.767 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.007 0.952 0.859 0.903 d = lying 0.064 0.640 0.968 0.771 e = sitting 0.025 0.792 0.735 0.763 f = standing 0.001 0.993 0.774 0.870 g = running 0.025 0.808 0.722 0.763 h = walking ------------------------------------------------------- 0.035 0.809 0.782 0.779 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.126 0.441 0.879 0.588 a = climbing down 0.020 0.808 0.606 0.692 b = climbing up 0.000 1.000 0.096 0.175 c = jumping 0.043 0.716 0.747 0.731 d = lying 0.072 0.634 0.908 0.747 e = sitting 0.046 0.712 0.656 0.683 f = standing 0.022 0.907 0.773 0.835 g = running 0.026 0.702 0.371 0.486 h = walking ------------------------------------------------------- 0.045 0.734 0.689 0.684 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.052 0.652 0.728 0.688 a = climbing down 0.080 0.568 0.722 0.635 b = climbing up 0.000 0.333 0.333 0.333 c = jumping 0.013 0.930 0.938 0.934 d = lying 0.021 0.867 0.960 0.911 e = sitting 0.016 0.897 0.804 0.848 f = standing 0.001 0.996 0.998 0.997 g = running 0.038 0.707 0.490 0.579 h = walking ------------------------------------------------------- 0.029 0.814 0.808 0.806 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.096 0.494 0.635 0.556 a = climbing down 0.034 0.793 0.759 0.776 b = climbing up 0.069 0.225 1.000 0.368 c = jumping 0.009 0.932 0.909 0.920 d = lying 0.026 0.815 0.747 0.779 e = sitting 0.046 0.745 0.832 0.786 f = standing 0.002 0.986 0.566 0.719 g = running 0.056 0.576 0.464 0.514 h = walking ------------------------------------------------------- 0.038 0.759 0.700 0.712 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.639 0.647 0.643 a = climbing down 0.072 0.661 0.467 0.548 b = climbing up 0.000 1.000 0.616 0.762 c = jumping 0.043 0.655 0.565 0.607 d = lying 0.029 0.832 0.902 0.866 e = sitting 0.114 0.525 0.783 0.629 f = standing 0.050 0.751 0.969 0.846 g = running 0.015 0.880 0.707 0.784 h = walking ------------------------------------------------------- 0.053 0.712 0.699 0.694 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.752 0.384 0.508 a = climbing down 0.208 0.381 0.975 0.548 b = climbing up 0.000 1.000 0.782 0.877 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.077 0.557 0.682 0.613 e = sitting 0.070 0.654 0.697 0.675 f = standing 0.006 0.969 0.752 0.847 g = running 0.014 0.200 0.021 0.038 h = walking ------------------------------------------------------- 0.051 0.663 0.651 0.621 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.142 0.441 0.961 0.604 a = climbing down 0.018 0.422 0.127 0.195 b = climbing up 0.010 0.674 0.975 0.797 c = jumping 0.010 0.924 0.687 0.788 d = lying 0.040 0.799 0.817 0.808 e = sitting 0.075 0.650 0.801 0.718 f = standing 0.003 0.981 0.939 0.959 g = running 0.001 0.991 0.616 0.760 h = walking ------------------------------------------------------- 0.037 0.781 0.737 0.730 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.880 0.533 0.664 a = climbing down 0.036 0.700 0.549 0.615 b = climbing up 0.001 0.939 0.734 0.824 c = jumping 0.004 0.975 0.908 0.941 d = lying 0.046 0.756 0.894 0.819 e = sitting 0.026 0.822 0.730 0.773 f = standing 0.007 0.960 0.959 0.959 g = running 0.107 0.619 0.924 0.741 h = walking ------------------------------------------------------- 0.034 0.817 0.798 0.795 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.038 0.713 0.820 0.763 a = climbing down 0.041 0.767 0.819 0.792 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.000 0.999 0.983 0.991 d = lying 0.067 0.633 0.750 0.687 e = sitting 0.040 0.696 0.582 0.634 f = standing 0.005 0.975 0.999 0.987 g = running 0.014 0.910 0.757 0.827 h = walking ------------------------------------------------------- 0.027 0.829 0.822 0.822 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.637 0.404 0.494 a = climbing down 0.230 0.379 0.915 0.536 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.001 0.993 0.915 0.952 d = lying 0.068 0.655 0.692 0.673 e = sitting 0.061 0.547 0.515 0.530 f = standing 0.017 0.910 0.997 0.952 g = running 0.003 0.222 0.005 0.009 h = walking ------------------------------------------------------- 0.055 0.632 0.648 0.605 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.199 0.214 0.791 0.337 a = climbing down 0.003 0.953 0.380 0.543 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.000 1.000 0.799 0.888 d = lying 0.137 0.557 0.995 0.714 e = sitting 0.033 0.464 0.182 0.261 f = standing 0.030 0.865 0.998 0.927 g = running 0.010 0.851 0.282 0.423 h = walking ------------------------------------------------------- 0.045 0.757 0.632 0.622 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.071 0.568 0.717 0.634 a = climbing down 0.174 0.382 0.707 0.496 b = climbing up 0.000 0.963 0.327 0.488 c = jumping 0.020 0.895 0.992 0.941 d = lying 0.022 0.689 0.337 0.453 e = sitting 0.086 0.631 0.897 0.741 f = standing 0.016 0.913 0.903 0.908 g = running 0.013 0.541 0.082 0.142 h = walking ------------------------------------------------------- 0.054 0.673 0.651 0.613 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.066 0.554 0.628 0.588 a = climbing down 0.080 0.687 0.960 0.801 b = climbing up 0.000 0.980 0.987 0.983 c = jumping 0.006 0.964 0.983 0.974 d = lying 0.067 0.333 0.287 0.309 e = sitting 0.088 0.554 0.582 0.568 f = standing 0.002 0.982 0.596 0.742 g = running 0.019 0.886 0.790 0.835 h = walking ------------------------------------------------------- 0.045 0.734 0.717 0.714 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.277 0.330 0.962 0.492 a = climbing down 0.003 0.907 0.194 0.319 b = climbing up 0.002 0.902 0.651 0.756 c = jumping 0.014 0.900 0.798 0.846 d = lying 0.011 0.940 0.987 0.963 e = sitting 0.032 0.828 0.858 0.842 f = standing 0.011 0.941 0.990 0.965 g = running 0.005 0.088 0.003 0.005 h = walking ------------------------------------------------------- 0.046 0.708 0.692 0.647 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.040 0.755 0.916 0.828 a = climbing down 0.040 0.762 0.831 0.795 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.019 0.890 0.933 0.911 d = lying 0.014 0.913 0.962 0.937 e = sitting 0.011 0.914 0.854 0.883 f = standing 0.007 0.964 0.924 0.944 g = running 0.013 0.910 0.703 0.793 h = walking ------------------------------------------------------- 0.019 0.881 0.875 0.875 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.512 0.470 0.490 a = climbing down 0.086 0.675 0.936 0.785 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.007 0.946 0.856 0.899 d = lying 0.092 0.549 0.987 0.706 e = sitting 0.020 0.857 0.785 0.820 f = standing 0.002 0.989 0.670 0.799 g = running 0.020 0.783 0.503 0.613 h = walking ------------------------------------------------------- 0.039 0.780 0.741 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.072 0.533 0.695 0.603 a = climbing down 0.047 0.712 0.858 0.778 b = climbing up 0.000 1.000 0.162 0.279 c = jumping 0.028 0.803 0.764 0.783 d = lying 0.066 0.672 0.986 0.800 e = sitting 0.023 0.823 0.659 0.732 f = standing 0.021 0.922 0.883 0.902 g = running 0.014 0.873 0.555 0.679 h = walking ------------------------------------------------------- 0.035 0.791 0.764 0.760 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.770 0.778 0.774 a = climbing down 0.100 0.486 0.656 0.559 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.023 0.879 0.922 0.900 d = lying 0.016 0.895 0.946 0.920 e = sitting 0.019 0.874 0.773 0.820 f = standing 0.001 0.993 0.994 0.993 g = running 0.037 0.725 0.525 0.609 h = walking ------------------------------------------------------- 0.031 0.812 0.802 0.802 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.154 0.391 0.667 0.493 a = climbing down 0.043 0.743 0.770 0.757 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.026 0.826 0.895 0.859 d = lying 0.025 0.825 0.783 0.803 e = sitting 0.043 0.755 0.759 0.757 f = standing 0.003 0.985 0.954 0.969 g = running 0.021 0.594 0.191 0.289 h = walking ------------------------------------------------------- 0.042 0.746 0.727 0.717 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.759 0.668 0.711 a = climbing down 0.031 0.864 0.585 0.697 b = climbing up 0.000 1.000 0.713 0.832 c = jumping 0.027 0.748 0.628 0.683 d = lying 0.020 0.861 0.798 0.828 e = sitting 0.136 0.486 0.812 0.608 f = standing 0.022 0.869 0.939 0.902 g = running 0.036 0.801 0.930 0.861 h = walking ------------------------------------------------------- 0.041 0.785 0.752 0.754 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.050 0.706 0.900 0.791 a = climbing down 0.029 0.781 0.793 0.787 b = climbing up 0.001 0.944 0.971 0.958 c = jumping 0.013 0.928 0.976 0.951 d = lying 0.057 0.707 0.954 0.812 e = sitting 0.011 0.930 0.847 0.887 f = standing 0.001 0.996 0.774 0.871 g = running 0.011 0.918 0.713 0.803 h = walking ------------------------------------------------------- 0.022 0.869 0.849 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.568 0.790 0.661 a = climbing down 0.021 0.777 0.589 0.670 b = climbing up 0.000 0.993 0.949 0.971 c = jumping 0.013 0.859 0.472 0.609 d = lying 0.026 0.844 0.747 0.793 e = sitting 0.118 0.553 0.874 0.677 f = standing 0.021 0.898 0.996 0.945 g = running 0.012 0.918 0.726 0.811 h = walking ------------------------------------------------------- 0.039 0.789 0.752 0.751 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.824 0.659 0.732 a = climbing down 0.043 0.773 0.839 0.805 b = climbing up 0.000 1.000 0.811 0.895 c = jumping 0.003 0.974 0.692 0.809 d = lying 0.020 0.858 0.799 0.827 e = sitting 0.077 0.645 0.873 0.742 f = standing 0.006 0.968 0.993 0.980 g = running 0.041 0.796 0.852 0.823 h = walking ------------------------------------------------------- 0.029 0.838 0.822 0.823 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.678 0.798 a = climbing down 0.095 0.616 0.958 0.750 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.005 0.970 0.980 0.975 d = lying 0.084 0.542 0.679 0.603 e = sitting 0.045 0.619 0.441 0.515 f = standing 0.007 0.962 0.997 0.979 g = running 0.008 0.941 0.702 0.804 h = walking ------------------------------------------------------- 0.034 0.812 0.786 0.785 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.907 0.690 0.784 a = climbing down 0.071 0.652 0.920 0.763 b = climbing up 0.005 0.830 0.984 0.900 c = jumping 0.000 0.998 0.921 0.958 d = lying 0.099 0.642 0.920 0.757 e = sitting 0.024 0.763 0.437 0.556 f = standing 0.003 0.985 0.969 0.977 g = running 0.016 0.892 0.742 0.810 h = walking ------------------------------------------------------- 0.032 0.831 0.807 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.165 0.254 0.751 0.379 a = climbing down 0.004 0.888 0.242 0.381 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.001 0.995 0.957 0.976 d = lying 0.163 0.501 0.991 0.666 e = sitting 0.004 0.869 0.132 0.229 f = standing 0.041 0.816 0.993 0.896 g = running 0.013 0.888 0.495 0.636 h = walking ------------------------------------------------------- 0.044 0.795 0.654 0.628 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.046 0.688 0.725 0.706 a = climbing down 0.117 0.428 0.607 0.502 b = climbing up 0.038 0.351 0.964 0.514 c = jumping 0.042 0.800 0.950 0.868 d = lying 0.037 0.586 0.367 0.451 e = sitting 0.085 0.575 0.698 0.631 f = standing 0.001 0.990 0.669 0.799 g = running 0.036 0.703 0.449 0.548 h = walking ------------------------------------------------------- 0.050 0.685 0.648 0.647 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.657 0.751 a = climbing down 0.048 0.771 0.904 0.832 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.962 0.941 d = lying 0.099 0.421 0.476 0.447 e = sitting 0.076 0.506 0.428 0.464 f = standing 0.000 1.000 0.934 0.966 g = running 0.023 0.875 0.951 0.911 h = walking ------------------------------------------------------- 0.039 0.770 0.767 0.764 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.234 0.368 0.974 0.534 a = climbing down 0.023 0.704 0.415 0.522 b = climbing up 0.046 0.318 1.000 0.482 c = jumping 0.004 0.974 0.986 0.980 d = lying 0.017 0.913 0.969 0.940 e = sitting 0.006 0.958 0.869 0.911 f = standing 0.001 0.995 0.706 0.826 g = running 0.001 0.743 0.021 0.042 h = walking ------------------------------------------------------- 0.037 0.810 0.705 0.675 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.909 0.937 0.923 a = climbing down 0.030 0.818 0.852 0.835 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.005 0.973 0.985 0.979 d = lying 0.009 0.936 0.895 0.915 e = sitting 0.010 0.930 0.928 0.929 f = standing 0.008 0.963 0.967 0.965 g = running 0.020 0.891 0.861 0.876 h = walking ------------------------------------------------------- 0.013 0.921 0.920 0.920 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.087 0.465 0.496 0.480 a = climbing down 0.165 0.521 0.918 0.665 b = climbing up 0.000 0.985 0.992 0.989 c = jumping 0.005 0.966 0.866 0.913 d = lying 0.055 0.648 0.883 0.748 e = sitting 0.029 0.771 0.758 0.765 f = standing 0.001 0.996 0.793 0.883 g = running 0.005 0.669 0.077 0.138 h = walking ------------------------------------------------------- 0.049 0.741 0.701 0.678 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.027 0.687 0.520 0.592 a = climbing down 0.105 0.553 0.952 0.700 b = climbing up 0.000 1.000 0.126 0.223 c = jumping 0.029 0.787 0.728 0.756 d = lying 0.063 0.675 0.939 0.785 e = sitting 0.045 0.715 0.680 0.697 f = standing 0.021 0.915 0.772 0.837 g = running 0.010 0.916 0.650 0.761 h = walking ------------------------------------------------------- 0.039 0.776 0.740 0.737 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.781 0.750 0.765 a = climbing down 0.100 0.487 0.719 0.581 b = climbing up 0.000 1.000 0.903 0.949 c = jumping 0.011 0.934 0.940 0.937 d = lying 0.026 0.821 0.671 0.739 e = sitting 0.069 0.667 0.793 0.725 f = standing 0.002 0.989 0.989 0.989 g = running 0.027 0.779 0.522 0.625 h = walking ------------------------------------------------------- 0.035 0.794 0.774 0.776 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.799 0.730 0.763 a = climbing down 0.028 0.813 0.784 0.798 b = climbing up 0.032 0.386 0.982 0.554 c = jumping 0.011 0.919 0.919 0.919 d = lying 0.040 0.749 0.669 0.707 e = sitting 0.068 0.639 0.768 0.698 f = standing 0.002 0.987 0.729 0.839 g = running 0.038 0.789 0.897 0.840 h = walking ------------------------------------------------------- 0.030 0.808 0.783 0.788 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.008 0.890 0.774 0.828 a = climbing down 0.029 0.859 0.577 0.690 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.041 0.689 0.701 0.695 d = lying 0.036 0.781 0.803 0.792 e = sitting 0.092 0.566 0.734 0.639 f = standing 0.007 0.954 0.973 0.963 g = running 0.058 0.715 0.907 0.800 h = walking ------------------------------------------------------- 0.039 0.786 0.768 0.767 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.766 0.840 a = climbing down 0.050 0.704 0.927 0.800 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.009 0.944 0.998 0.971 d = lying 0.070 0.659 0.768 0.709 e = sitting 0.044 0.740 0.718 0.729 f = standing 0.001 0.994 0.832 0.906 g = running 0.016 0.891 0.789 0.837 h = walking ------------------------------------------------------- 0.027 0.844 0.829 0.832 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.049 0.641 0.774 0.701 a = climbing down 0.058 0.553 0.733 0.630 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.002 0.986 0.777 0.869 d = lying 0.059 0.545 0.369 0.440 e = sitting 0.150 0.498 0.756 0.600 f = standing 0.025 0.883 0.982 0.930 g = running 0.003 0.971 0.540 0.694 h = walking ------------------------------------------------------- 0.049 0.743 0.704 0.703 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.042 0.678 0.710 0.694 a = climbing down 0.052 0.686 0.751 0.717 b = climbing up 0.019 0.475 0.770 0.588 c = jumping 0.004 0.979 0.951 0.965 d = lying 0.059 0.661 0.744 0.700 e = sitting 0.045 0.716 0.653 0.683 f = standing 0.006 0.949 0.682 0.794 g = running 0.050 0.750 0.805 0.777 h = walking ------------------------------------------------------- 0.036 0.775 0.760 0.762 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.845 0.866 a = climbing down 0.061 0.703 0.889 0.785 b = climbing up 0.001 0.950 0.927 0.938 c = jumping 0.001 0.996 0.983 0.989 d = lying 0.099 0.616 0.923 0.739 e = sitting 0.013 0.813 0.362 0.501 f = standing 0.004 0.979 0.994 0.986 g = running 0.011 0.926 0.740 0.823 h = walking ------------------------------------------------------- 0.028 0.850 0.827 0.820 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.039 0.574 0.472 0.518 a = climbing down 0.145 0.453 0.774 0.572 b = climbing up 0.001 0.974 0.979 0.976 c = jumping 0.002 0.990 0.963 0.976 d = lying 0.129 0.579 0.958 0.722 e = sitting 0.012 0.630 0.148 0.240 f = standing 0.001 0.993 0.995 0.994 g = running 0.027 0.717 0.358 0.477 h = walking ------------------------------------------------------- 0.050 0.723 0.693 0.666 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.233 0.173 0.738 0.280 a = climbing down 0.006 0.895 0.314 0.465 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.000 1.000 0.937 0.967 d = lying 0.103 0.632 0.972 0.766 e = sitting 0.013 0.804 0.352 0.490 f = standing 0.042 0.818 0.999 0.899 g = running 0.001 0.971 0.184 0.310 h = walking ------------------------------------------------------- 0.040 0.817 0.642 0.634 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.774 0.798 0.786 a = climbing down 0.027 0.769 0.613 0.682 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.009 0.950 0.979 0.964 d = lying 0.043 0.693 0.677 0.685 e = sitting 0.043 0.739 0.740 0.739 f = standing 0.003 0.985 0.991 0.988 g = running 0.042 0.809 0.915 0.858 h = walking ------------------------------------------------------- 0.027 0.828 0.830 0.828 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.063 0.661 0.885 0.757 a = climbing down 0.061 0.738 0.931 0.824 b = climbing up 0.003 0.848 0.978 0.908 c = jumping 0.021 0.872 0.780 0.824 d = lying 0.069 0.346 0.294 0.318 e = sitting 0.108 0.392 0.467 0.426 f = standing 0.004 0.975 0.870 0.919 g = running 0.009 0.923 0.565 0.701 h = walking ------------------------------------------------------- 0.044 0.728 0.706 0.705 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.130 0.477 0.865 0.615 a = climbing down 0.006 0.883 0.327 0.477 b = climbing up 0.005 0.798 0.857 0.826 c = jumping 0.011 0.944 0.990 0.967 d = lying 0.002 0.991 0.966 0.978 e = sitting 0.002 0.986 0.927 0.955 f = standing 0.010 0.943 0.970 0.957 g = running 0.034 0.776 0.649 0.707 h = walking ------------------------------------------------------- 0.025 0.864 0.827 0.822 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.847 0.825 a = climbing down 0.046 0.747 0.919 0.824 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.910 0.993 0.949 d = lying 0.018 0.893 0.981 0.935 e = sitting 0.002 0.984 0.884 0.931 f = standing 0.002 0.992 0.919 0.954 g = running 0.020 0.857 0.664 0.749 h = walking ------------------------------------------------------- 0.017 0.893 0.888 0.886 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.009 0.838 0.310 0.452 a = climbing down 0.211 0.474 0.989 0.641 b = climbing up 0.001 0.955 0.955 0.955 c = jumping 0.002 0.984 0.629 0.767 d = lying 0.066 0.673 0.965 0.793 e = sitting 0.073 0.604 0.894 0.721 f = standing 0.001 0.993 0.638 0.777 g = running 0.005 0.910 0.335 0.489 h = walking ------------------------------------------------------- 0.052 0.794 0.685 0.673 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.403 0.874 0.551 a = climbing down 0.014 0.879 0.748 0.808 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.059 0.640 0.688 0.663 d = lying 0.065 0.651 0.921 0.763 e = sitting 0.052 0.590 0.520 0.553 f = standing 0.012 0.952 0.786 0.861 g = running 0.031 0.386 0.111 0.172 h = walking ------------------------------------------------------- 0.047 0.679 0.660 0.644 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.753 0.744 0.749 a = climbing down 0.086 0.541 0.704 0.612 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.026 0.876 0.947 0.910 d = lying 0.013 0.918 0.979 0.947 e = sitting 0.011 0.926 0.785 0.850 f = standing 0.001 0.996 0.999 0.998 g = running 0.042 0.708 0.546 0.617 h = walking ------------------------------------------------------- 0.026 0.715 0.713 0.710 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.255 0.341 0.930 0.499 a = climbing down 0.008 0.828 0.244 0.376 b = climbing up 0.000 0.981 0.944 0.962 c = jumping 0.013 0.919 0.848 0.882 d = lying 0.020 0.815 0.611 0.698 e = sitting 0.078 0.622 0.820 0.708 f = standing 0.006 0.971 0.968 0.970 g = running 0.017 0.450 0.083 0.140 h = walking ------------------------------------------------------- 0.051 0.725 0.654 0.629 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.829 0.855 0.842 a = climbing down 0.015 0.918 0.554 0.691 b = climbing up 0.000 0.977 0.955 0.966 c = jumping 0.033 0.654 0.456 0.537 d = lying 0.035 0.814 0.985 0.891 e = sitting 0.128 0.497 0.803 0.614 f = standing 0.007 0.953 0.962 0.958 g = running 0.023 0.865 0.940 0.901 h = walking ------------------------------------------------------- 0.035 0.805 0.776 0.772 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.027 0.784 0.774 0.779 a = climbing down 0.024 0.824 0.805 0.814 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.006 0.968 0.974 0.971 d = lying 0.044 0.772 0.970 0.860 e = sitting 0.013 0.901 0.925 0.913 f = standing 0.001 0.993 0.795 0.883 g = running 0.032 0.826 0.856 0.841 h = walking ------------------------------------------------------- 0.019 0.880 0.872 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.081 0.556 0.867 0.677 a = climbing down 0.024 0.622 0.385 0.476 b = climbing up 0.001 0.934 0.994 0.963 c = jumping 0.000 0.998 0.704 0.826 d = lying 0.019 0.903 0.895 0.899 e = sitting 0.063 0.709 0.941 0.809 f = standing 0.008 0.959 0.998 0.978 g = running 0.012 0.919 0.744 0.822 h = walking ------------------------------------------------------- 0.026 0.840 0.816 0.814 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.858 0.615 0.717 a = climbing down 0.096 0.603 0.920 0.729 b = climbing up 0.000 0.993 0.870 0.927 c = jumping 0.005 0.966 0.911 0.938 d = lying 0.020 0.881 0.911 0.896 e = sitting 0.022 0.839 0.867 0.853 f = standing 0.004 0.979 0.954 0.966 g = running 0.028 0.825 0.659 0.732 h = walking ------------------------------------------------------- 0.026 0.856 0.837 0.838 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.790 0.785 0.787 a = climbing down 0.039 0.775 0.835 0.804 b = climbing up 0.000 0.991 0.854 0.917 c = jumping 0.002 0.987 0.987 0.987 d = lying 0.045 0.750 0.881 0.810 e = sitting 0.020 0.847 0.707 0.771 f = standing 0.002 0.987 0.999 0.993 g = running 0.021 0.881 0.819 0.849 h = walking ------------------------------------------------------- 0.021 0.870 0.866 0.866 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.804 0.687 0.741 a = climbing down 0.119 0.557 0.977 0.710 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.003 0.984 0.968 0.976 d = lying 0.063 0.741 0.961 0.837 e = sitting 0.007 0.910 0.518 0.660 f = standing 0.006 0.965 0.999 0.982 g = running 0.009 0.899 0.445 0.595 h = walking ------------------------------------------------------- 0.031 0.846 0.805 0.796 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.081 0.342 0.618 0.441 a = climbing down 0.005 0.921 0.390 0.548 b = climbing up 0.001 0.964 0.985 0.974 c = jumping 0.000 1.000 0.269 0.424 d = lying 0.034 0.834 0.987 0.904 e = sitting 0.127 0.521 0.869 0.651 f = standing 0.044 0.815 0.997 0.897 g = running 0.006 0.971 0.910 0.940 h = walking ------------------------------------------------------- 0.036 0.822 0.739 0.720 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.780 0.555 0.648 a = climbing down 0.013 0.831 0.419 0.557 b = climbing up 0.000 1.000 0.365 0.535 c = jumping 0.008 0.941 0.761 0.842 d = lying 0.018 0.826 0.587 0.687 e = sitting 0.099 0.592 0.891 0.711 f = standing 0.014 0.920 0.903 0.911 g = running 0.134 0.583 0.986 0.733 h = walking ------------------------------------------------------- 0.045 0.785 0.738 0.731 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.227 0.363 0.938 0.523 a = climbing down 0.038 0.798 0.826 0.812 b = climbing up 0.001 0.965 0.748 0.843 c = jumping 0.020 0.873 0.755 0.810 d = lying 0.089 0.277 0.277 0.277 e = sitting 0.120 0.252 0.272 0.261 f = standing 0.005 0.963 0.786 0.865 g = running 0.003 0.463 0.015 0.030 h = walking ------------------------------------------------------- 0.063 0.604 0.560 0.531 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.162 0.438 0.926 0.594 a = climbing down 0.001 0.958 0.153 0.264 b = climbing up 0.001 0.935 0.873 0.903 c = jumping 0.040 0.812 0.983 0.890 d = lying 0.000 0.998 0.972 0.985 e = sitting 0.004 0.972 0.764 0.856 f = standing 0.017 0.909 0.992 0.949 g = running 0.039 0.680 0.468 0.555 h = walking ------------------------------------------------------- 0.035 0.832 0.770 0.751 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.854 0.856 0.855 a = climbing down 0.042 0.754 0.867 0.806 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.915 0.934 0.925 d = lying 0.030 0.830 0.983 0.900 e = sitting 0.009 0.938 0.899 0.918 f = standing 0.003 0.985 0.864 0.921 g = running 0.030 0.815 0.715 0.762 h = walking ------------------------------------------------------- 0.020 0.878 0.873 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.452 0.318 0.373 a = climbing down 0.150 0.532 0.909 0.671 b = climbing up 0.000 1.000 0.839 0.912 c = jumping 0.021 0.850 0.737 0.789 d = lying 0.090 0.600 0.994 0.748 e = sitting 0.033 0.744 0.692 0.717 f = standing 0.003 0.978 0.582 0.730 g = running 0.021 0.776 0.500 0.608 h = walking ------------------------------------------------------- 0.052 0.722 0.676 0.670 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.148 0.412 0.838 0.552 a = climbing down 0.028 0.810 0.875 0.842 b = climbing up 0.000 1.000 0.808 0.894 c = jumping 0.007 0.948 0.813 0.875 d = lying 0.048 0.716 0.935 0.811 e = sitting 0.032 0.786 0.825 0.805 f = standing 0.008 0.969 0.880 0.922 g = running 0.013 0.629 0.120 0.202 h = walking ------------------------------------------------------- 0.034 0.783 0.750 0.729 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.719 0.771 a = climbing down 0.101 0.465 0.614 0.529 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.104 0.617 0.889 0.728 d = lying 0.022 0.850 0.884 0.866 e = sitting 0.030 0.624 0.295 0.401 f = standing 0.002 0.991 0.990 0.990 g = running 0.055 0.656 0.566 0.608 h = walking ------------------------------------------------------- 0.042 0.629 0.620 0.612 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.086 0.588 0.854 0.696 a = climbing down 0.023 0.836 0.750 0.791 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.845 0.772 0.807 d = lying 0.020 0.853 0.783 0.816 e = sitting 0.065 0.666 0.775 0.716 f = standing 0.002 0.988 0.974 0.981 g = running 0.006 0.953 0.676 0.791 h = walking ------------------------------------------------------- 0.030 0.829 0.806 0.810 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.118 0.385 0.746 0.508 a = climbing down 0.041 0.800 0.526 0.635 b = climbing up 0.000 0.994 0.943 0.968 c = jumping 0.037 0.603 0.436 0.506 d = lying 0.043 0.780 0.977 0.868 e = sitting 0.109 0.517 0.743 0.610 f = standing 0.003 0.937 0.322 0.479 g = running 0.048 0.738 0.851 0.790 h = walking ------------------------------------------------------- 0.052 0.712 0.653 0.644 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.037 0.744 0.810 0.776 a = climbing down 0.028 0.754 0.625 0.684 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.023 0.882 0.967 0.922 d = lying 0.039 0.789 0.957 0.865 e = sitting 0.016 0.871 0.823 0.846 f = standing 0.003 0.986 0.794 0.880 g = running 0.038 0.801 0.866 0.832 h = walking ------------------------------------------------------- 0.025 0.847 0.840 0.839 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.103 0.486 0.804 0.605 a = climbing down 0.004 0.839 0.190 0.309 b = climbing up 0.000 0.994 0.987 0.990 c = jumping 0.006 0.949 0.635 0.761 d = lying 0.014 0.921 0.829 0.873 e = sitting 0.087 0.631 0.940 0.755 f = standing 0.019 0.906 0.995 0.949 g = running 0.036 0.802 0.795 0.798 h = walking ------------------------------------------------------- 0.035 0.810 0.766 0.752 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.897 0.666 0.764 a = climbing down 0.071 0.707 0.972 0.818 b = climbing up 0.000 0.987 0.876 0.928 c = jumping 0.006 0.927 0.493 0.644 d = lying 0.017 0.895 0.939 0.917 e = sitting 0.083 0.576 0.870 0.693 f = standing 0.003 0.983 0.967 0.975 g = running 0.017 0.902 0.792 0.843 h = walking ------------------------------------------------------- 0.028 0.852 0.820 0.817 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.844 0.910 0.876 a = climbing down 0.013 0.913 0.880 0.896 b = climbing up 0.000 0.993 0.767 0.865 c = jumping 0.025 0.875 0.968 0.919 d = lying 0.048 0.707 0.795 0.749 e = sitting 0.031 0.753 0.571 0.650 f = standing 0.013 0.932 0.996 0.963 g = running 0.013 0.920 0.872 0.895 h = walking ------------------------------------------------------- 0.023 0.856 0.856 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.778 0.744 0.761 a = climbing down 0.099 0.568 0.901 0.696 b = climbing up 0.000 0.989 0.984 0.986 c = jumping 0.002 0.987 0.939 0.962 d = lying 0.087 0.683 0.967 0.801 e = sitting 0.013 0.864 0.489 0.624 f = standing 0.005 0.971 0.997 0.984 g = running 0.011 0.881 0.466 0.609 h = walking ------------------------------------------------------- 0.033 0.828 0.793 0.785 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.097 0.286 0.547 0.375 a = climbing down 0.003 0.921 0.243 0.385 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.005 0.973 0.936 0.954 d = lying 0.029 0.852 0.993 0.918 e = sitting 0.004 0.973 0.853 0.909 f = standing 0.058 0.762 1.000 0.865 g = running 0.009 0.954 0.876 0.913 h = walking ------------------------------------------------------- 0.023 0.868 0.818 0.811 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.059 0.586 0.591 0.589 a = climbing down 0.073 0.622 0.818 0.706 b = climbing up 0.001 0.952 0.982 0.967 c = jumping 0.002 0.988 0.877 0.929 d = lying 0.016 0.853 0.640 0.731 e = sitting 0.071 0.678 0.935 0.786 f = standing 0.000 0.998 0.659 0.794 g = running 0.050 0.749 0.782 0.765 h = walking ------------------------------------------------------- 0.037 0.795 0.765 0.768 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.028 0.769 0.655 0.708 a = climbing down 0.088 0.664 0.980 0.791 b = climbing up 0.002 0.916 0.956 0.936 c = jumping 0.009 0.932 0.727 0.817 d = lying 0.075 0.452 0.391 0.419 e = sitting 0.132 0.320 0.437 0.370 f = standing 0.003 0.979 0.834 0.901 g = running 0.006 0.957 0.792 0.867 h = walking ------------------------------------------------------- 0.046 0.740 0.703 0.711 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.102 0.566 0.965 0.713 a = climbing down 0.007 0.917 0.553 0.690 b = climbing up 0.006 0.762 0.975 0.856 c = jumping 0.002 0.988 0.992 0.990 d = lying 0.001 0.996 0.986 0.991 e = sitting 0.002 0.985 0.981 0.983 f = standing 0.002 0.988 0.958 0.973 g = running 0.014 0.898 0.665 0.764 h = walking ------------------------------------------------------- 0.016 0.911 0.880 0.881 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.857 0.959 0.905 a = climbing down 0.036 0.776 0.836 0.805 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.028 0.855 0.990 0.917 d = lying 0.022 0.871 0.975 0.920 e = sitting 0.005 0.963 0.795 0.871 f = standing 0.000 0.998 0.915 0.955 g = running 0.021 0.866 0.745 0.801 h = walking ------------------------------------------------------- 0.018 0.892 0.886 0.885 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.734 0.300 0.426 a = climbing down 0.165 0.531 0.976 0.687 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.953 0.778 0.857 d = lying 0.046 0.751 0.956 0.841 e = sitting 0.035 0.742 0.805 0.772 f = standing 0.001 0.994 0.804 0.889 g = running 0.006 0.940 0.651 0.769 h = walking ------------------------------------------------------- 0.040 0.815 0.765 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.103 0.486 0.817 0.609 a = climbing down 0.039 0.763 0.902 0.827 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.039 0.755 0.780 0.767 d = lying 0.043 0.738 0.931 0.824 e = sitting 0.045 0.676 0.651 0.663 f = standing 0.003 0.987 0.859 0.919 g = running 0.015 0.769 0.290 0.421 h = walking ------------------------------------------------------- 0.035 0.775 0.747 0.737 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.681 0.867 0.763 a = climbing down 0.084 0.488 0.594 0.536 b = climbing up 0.005 0.772 0.933 0.845 c = jumping 0.008 0.953 0.938 0.945 d = lying 0.014 0.923 0.932 0.927 e = sitting 0.021 0.879 0.882 0.881 f = standing 0.001 0.993 0.953 0.972 g = running 0.030 0.731 0.471 0.572 h = walking ------------------------------------------------------- 0.027 0.822 0.813 0.811 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.037 0.762 0.807 0.784 a = climbing down 0.022 0.861 0.863 0.862 b = climbing up 0.000 0.994 0.924 0.958 c = jumping 0.005 0.965 0.884 0.923 d = lying 0.030 0.795 0.800 0.797 e = sitting 0.047 0.738 0.844 0.787 f = standing 0.003 0.985 0.941 0.962 g = running 0.018 0.888 0.841 0.864 h = walking ------------------------------------------------------- 0.022 0.865 0.860 0.861 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.004 0.953 0.862 0.905 a = climbing down 0.022 0.897 0.628 0.739 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.052 0.596 0.602 0.599 d = lying 0.035 0.813 0.965 0.883 e = sitting 0.102 0.502 0.648 0.566 f = standing 0.003 0.982 0.979 0.981 g = running 0.026 0.856 0.929 0.891 h = walking ------------------------------------------------------- 0.034 0.810 0.791 0.792 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.859 0.888 a = climbing down 0.027 0.820 0.917 0.866 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.006 0.965 0.998 0.982 d = lying 0.044 0.799 0.936 0.862 e = sitting 0.013 0.897 0.897 0.897 f = standing 0.004 0.977 0.830 0.897 g = running 0.014 0.915 0.872 0.893 h = walking ------------------------------------------------------- 0.016 0.905 0.898 0.899 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.064 0.625 0.914 0.742 a = climbing down 0.019 0.724 0.489 0.584 b = climbing up 0.000 0.989 0.983 0.986 c = jumping 0.000 0.999 0.767 0.868 d = lying 0.025 0.856 0.722 0.783 e = sitting 0.090 0.612 0.882 0.723 f = standing 0.009 0.956 0.994 0.975 g = running 0.012 0.928 0.788 0.852 h = walking ------------------------------------------------------- 0.028 0.839 0.811 0.812 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.852 0.691 0.763 a = climbing down 0.066 0.697 0.956 0.806 b = climbing up 0.000 0.988 0.908 0.946 c = jumping 0.005 0.968 0.937 0.952 d = lying 0.025 0.861 0.927 0.893 e = sitting 0.017 0.868 0.819 0.843 f = standing 0.004 0.979 0.930 0.954 g = running 0.018 0.897 0.796 0.844 h = walking ------------------------------------------------------- 0.021 0.881 0.870 0.871 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.932 0.867 0.898 a = climbing down 0.038 0.791 0.912 0.848 b = climbing up 0.000 0.983 0.935 0.958 c = jumping 0.001 0.992 0.991 0.992 d = lying 0.066 0.715 0.962 0.821 e = sitting 0.008 0.920 0.579 0.711 f = standing 0.003 0.986 0.997 0.991 g = running 0.012 0.931 0.837 0.881 h = walking ------------------------------------------------------- 0.019 0.898 0.884 0.882 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.893 0.552 0.682 a = climbing down 0.107 0.570 0.910 0.701 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.989 0.960 0.974 d = lying 0.088 0.674 0.979 0.799 e = sitting 0.009 0.855 0.375 0.521 f = standing 0.006 0.969 0.999 0.984 g = running 0.024 0.829 0.611 0.703 h = walking ------------------------------------------------------- 0.035 0.829 0.793 0.783 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.074 0.276 0.422 0.334 a = climbing down 0.008 0.869 0.359 0.508 b = climbing up 0.000 1.000 0.785 0.880 c = jumping 0.000 1.000 0.905 0.950 d = lying 0.024 0.885 0.990 0.934 e = sitting 0.015 0.899 0.873 0.886 f = standing 0.069 0.737 1.000 0.849 g = running 0.006 0.967 0.917 0.941 h = walking ------------------------------------------------------- 0.024 0.857 0.827 0.823 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.704 0.794 a = climbing down 0.046 0.744 0.915 0.821 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.011 0.933 0.890 0.911 d = lying 0.045 0.667 0.627 0.646 e = sitting 0.065 0.656 0.771 0.709 f = standing 0.004 0.979 0.937 0.957 g = running 0.018 0.903 0.886 0.895 h = walking ------------------------------------------------------- 0.027 0.838 0.828 0.829 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.835 0.758 0.794 a = climbing down 0.045 0.801 0.981 0.882 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.013 0.879 0.545 0.673 d = lying 0.066 0.369 0.330 0.348 e = sitting 0.152 0.432 0.607 0.505 f = standing 0.001 0.991 0.891 0.938 g = running 0.012 0.926 0.889 0.907 h = walking ------------------------------------------------------- 0.045 0.762 0.735 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.079 0.618 0.933 0.744 a = climbing down 0.005 0.909 0.386 0.542 b = climbing up 0.001 0.975 0.981 0.978 c = jumping 0.001 0.996 0.988 0.992 d = lying 0.009 0.949 0.986 0.967 e = sitting 0.002 0.988 0.936 0.961 f = standing 0.004 0.980 0.997 0.988 g = running 0.031 0.833 0.857 0.845 h = walking ------------------------------------------------------- 0.017 0.904 0.886 0.879 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.967 0.932 0.949 a = climbing down 0.038 0.789 0.926 0.852 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.013 0.926 0.987 0.956 d = lying 0.023 0.863 0.970 0.913 e = sitting 0.002 0.988 0.902 0.943 f = standing 0.005 0.974 0.894 0.932 g = running 0.014 0.912 0.805 0.855 h = walking ------------------------------------------------------- 0.014 0.920 0.915 0.915 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.171 0.339 0.589 0.430 a = climbing down 0.064 0.696 0.757 0.725 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.006 0.951 0.751 0.839 d = lying 0.057 0.692 0.920 0.790 e = sitting 0.043 0.674 0.720 0.696 f = standing 0.005 0.977 0.841 0.904 g = running 0.020 0.320 0.065 0.108 h = walking ------------------------------------------------------- 0.049 0.694 0.682 0.668 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.712 0.783 0.746 a = climbing down 0.026 0.810 0.817 0.814 b = climbing up 0.000 1.000 0.778 0.875 c = jumping 0.039 0.734 0.736 0.735 d = lying 0.054 0.709 0.958 0.815 e = sitting 0.042 0.739 0.715 0.726 f = standing 0.006 0.974 0.813 0.886 g = running 0.024 0.849 0.796 0.822 h = walking ------------------------------------------------------- 0.029 0.813 0.801 0.803 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.034 0.683 0.557 0.614 a = climbing down 0.182 0.403 0.850 0.547 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.008 0.957 0.925 0.941 d = lying 0.013 0.893 0.735 0.806 e = sitting 0.049 0.758 0.896 0.821 f = standing 0.001 0.996 0.998 0.997 g = running 0.016 0.666 0.169 0.270 h = walking ------------------------------------------------------- 0.038 0.669 0.641 0.625 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.297 0.316 0.948 0.474 a = climbing down 0.028 0.373 0.106 0.165 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.021 0.867 0.826 0.846 d = lying 0.059 0.653 0.754 0.700 e = sitting 0.051 0.606 0.498 0.547 f = standing 0.018 0.916 0.952 0.934 g = running 0.007 0.500 0.044 0.082 h = walking ------------------------------------------------------- 0.060 0.529 0.516 0.468 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.746 0.691 0.717 a = climbing down 0.036 0.789 0.457 0.579 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.058 0.569 0.605 0.586 d = lying 0.091 0.612 0.931 0.739 e = sitting 0.073 0.501 0.437 0.467 f = standing 0.001 0.991 0.971 0.981 g = running 0.067 0.690 0.933 0.793 h = walking ------------------------------------------------------- 0.049 0.712 0.698 0.688 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.817 0.858 a = climbing down 0.023 0.835 0.865 0.850 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.972 0.988 0.980 d = lying 0.053 0.719 0.924 0.808 e = sitting 0.014 0.916 0.860 0.887 f = standing 0.001 0.996 0.836 0.909 g = running 0.025 0.864 0.902 0.882 h = walking ------------------------------------------------------- 0.017 0.897 0.887 0.888 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.633 0.917 0.749 a = climbing down 0.019 0.746 0.569 0.646 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.003 0.980 0.777 0.866 d = lying 0.019 0.872 0.667 0.756 e = sitting 0.092 0.637 0.946 0.761 f = standing 0.006 0.970 0.999 0.984 g = running 0.011 0.926 0.758 0.834 h = walking ------------------------------------------------------- 0.028 0.846 0.816 0.817 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.909 0.652 0.760 a = climbing down 0.071 0.658 0.908 0.763 b = climbing up 0.000 1.000 0.787 0.881 c = jumping 0.004 0.977 0.975 0.976 d = lying 0.027 0.833 0.851 0.842 e = sitting 0.024 0.853 0.835 0.844 f = standing 0.006 0.968 0.991 0.979 g = running 0.024 0.860 0.769 0.812 h = walking ------------------------------------------------------- 0.023 0.871 0.859 0.859 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.033 0.729 0.772 0.750 a = climbing down 0.099 0.598 0.891 0.716 b = climbing up 0.000 0.973 0.878 0.923 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.035 0.690 0.503 0.582 e = sitting 0.080 0.601 0.772 0.676 f = standing 0.006 0.971 0.996 0.983 g = running 0.005 0.947 0.478 0.635 h = walking ------------------------------------------------------- 0.035 0.806 0.776 0.771 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.897 0.529 0.666 a = climbing down 0.144 0.507 0.969 0.666 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.002 0.987 0.952 0.969 d = lying 0.092 0.659 0.945 0.776 e = sitting 0.014 0.767 0.327 0.458 f = standing 0.004 0.979 0.999 0.989 g = running 0.012 0.884 0.475 0.618 h = walking ------------------------------------------------------- 0.039 0.818 0.764 0.752 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.216 0.186 0.716 0.295 a = climbing down 0.003 0.911 0.226 0.362 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 1.000 0.682 0.811 d = lying 0.150 0.535 0.996 0.696 e = sitting 0.055 0.230 0.104 0.143 f = standing 0.039 0.833 1.000 0.909 g = running 0.007 0.901 0.310 0.462 h = walking ------------------------------------------------------- 0.051 0.718 0.582 0.568 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.828 0.771 0.799 a = climbing down 0.035 0.725 0.633 0.676 b = climbing up 0.000 0.994 0.969 0.981 c = jumping 0.011 0.936 0.934 0.935 d = lying 0.010 0.831 0.360 0.502 e = sitting 0.096 0.626 0.920 0.745 f = standing 0.001 0.994 0.991 0.993 g = running 0.051 0.772 0.897 0.830 h = walking ------------------------------------------------------- 0.032 0.821 0.807 0.797 Weighted Avg. Run: 8 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.891 0.716 0.794 a = climbing down 0.092 0.572 0.803 0.668 b = climbing up 0.000 1.000 0.707 0.829 c = jumping 0.010 0.946 0.977 0.961 d = lying 0.096 0.544 0.564 0.554 e = sitting 0.076 0.404 0.339 0.369 f = standing 0.016 0.914 0.980 0.946 g = running 0.033 0.766 0.626 0.689 h = walking ------------------------------------------------------- 0.048 0.721 0.716 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.065 0.703 0.949 0.808 a = climbing down 0.115 0.148 0.640 0.241 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.046 0.782 0.776 0.779 d = lying 0.037 0.846 0.957 0.898 e = sitting 0.034 0.814 0.708 0.757 f = standing 0.000 0.998 0.998 0.998 g = running 0.003 0.927 0.162 0.276 h = walking ------------------------------------------------------- 0.033 0.822 0.734 0.721 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.053 0.627 0.784 0.696 a = climbing down 0.103 0.515 0.697 0.592 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.027 0.858 0.963 0.907 d = lying 0.028 0.783 0.622 0.693 e = sitting 0.015 0.871 0.741 0.801 f = standing 0.040 0.827 0.900 0.862 g = running 0.035 0.712 0.447 0.549 h = walking ------------------------------------------------------- 0.041 0.754 0.741 0.737 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.797 0.611 0.692 a = climbing down 0.184 0.484 0.949 0.641 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.984 0.820 0.895 d = lying 0.114 0.466 0.853 0.603 e = sitting 0.038 0.671 0.544 0.601 f = standing 0.001 0.996 0.758 0.861 g = running 0.007 0.680 0.106 0.184 h = walking ------------------------------------------------------- 0.050 0.753 0.679 0.665 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.053 0.476 0.427 0.450 a = climbing down 0.311 0.297 0.874 0.443 b = climbing up 0.000 0.976 0.550 0.703 c = jumping 0.028 0.676 0.380 0.486 d = lying 0.043 0.688 0.715 0.702 e = sitting 0.123 0.442 0.676 0.535 f = standing 0.005 0.963 0.408 0.573 g = running 0.012 0.577 0.103 0.175 h = walking ------------------------------------------------------- 0.073 0.637 0.497 0.489 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.691 0.886 0.776 a = climbing down 0.055 0.661 0.730 0.694 b = climbing up 0.002 0.876 0.984 0.927 c = jumping 0.038 0.784 0.786 0.785 d = lying 0.027 0.842 0.876 0.859 e = sitting 0.056 0.672 0.638 0.655 f = standing 0.001 0.996 0.987 0.991 g = running 0.014 0.866 0.571 0.688 h = walking ------------------------------------------------------- 0.033 0.796 0.788 0.786 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.045 0.680 0.727 0.703 a = climbing down 0.065 0.616 0.627 0.622 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.021 0.844 0.803 0.823 d = lying 0.062 0.573 0.569 0.571 e = sitting 0.083 0.570 0.613 0.591 f = standing 0.002 0.988 0.954 0.971 g = running 0.062 0.610 0.574 0.592 h = walking ------------------------------------------------------- 0.047 0.710 0.706 0.708 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.729 0.899 0.805 a = climbing down 0.174 0.513 0.605 0.555 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.062 0.659 0.781 0.715 d = lying 0.020 0.798 0.761 0.779 e = sitting 0.114 0.495 0.671 0.570 f = standing 0.025 0.866 0.965 0.913 g = running 0.004 0.817 0.103 0.182 h = walking ------------------------------------------------------- 0.074 0.681 0.643 0.607 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.946 0.721 0.818 a = climbing down 0.148 0.497 0.984 0.660 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.010 0.944 0.978 0.961 d = lying 0.052 0.699 0.739 0.719 e = sitting 0.050 0.688 0.683 0.685 f = standing 0.005 0.977 0.929 0.952 g = running 0.005 0.894 0.249 0.389 h = walking ------------------------------------------------------- 0.037 0.816 0.762 0.752 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.912 0.695 0.788 a = climbing down 0.168 0.406 0.916 0.563 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.070 0.543 0.454 0.495 d = lying 0.045 0.500 0.234 0.319 e = sitting 0.174 0.419 0.771 0.543 f = standing 0.008 0.962 0.972 0.967 g = running 0.005 0.889 0.216 0.348 h = walking ------------------------------------------------------- 0.064 0.670 0.588 0.568 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.098 0.494 0.755 0.597 a = climbing down 0.119 0.480 0.647 0.551 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.007 0.919 0.432 0.588 d = lying 0.119 0.397 0.547 0.460 e = sitting 0.144 0.336 0.414 0.371 f = standing 0.004 0.979 0.998 0.988 g = running 0.013 0.627 0.137 0.225 h = walking ------------------------------------------------------- 0.068 0.624 0.564 0.552 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.794 0.743 0.768 a = climbing down 0.093 0.571 0.822 0.674 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.005 0.973 0.969 0.971 d = lying 0.097 0.559 0.813 0.662 e = sitting 0.034 0.667 0.402 0.502 f = standing 0.003 0.985 1.000 0.992 g = running 0.011 0.904 0.593 0.716 h = walking ------------------------------------------------------- 0.036 0.793 0.768 0.764 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.830 0.625 0.713 a = climbing down 0.199 0.444 0.860 0.585 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.989 0.859 0.920 d = lying 0.123 0.421 0.744 0.538 e = sitting 0.039 0.538 0.222 0.314 f = standing 0.022 0.891 1.000 0.943 g = running 0.019 0.572 0.156 0.246 h = walking ------------------------------------------------------- 0.059 0.678 0.641 0.614 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.238 0.214 0.954 0.349 a = climbing down 0.021 0.773 0.467 0.583 b = climbing up 0.000 0.988 0.959 0.973 c = jumping 0.005 0.976 0.980 0.978 d = lying 0.088 0.636 0.864 0.732 e = sitting 0.025 0.783 0.497 0.608 f = standing 0.005 0.974 0.992 0.983 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.048 0.668 0.714 0.651 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.061 0.447 0.436 0.441 a = climbing down 0.164 0.454 0.828 0.587 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.025 0.869 0.919 0.893 d = lying 0.064 0.626 0.646 0.636 e = sitting 0.065 0.562 0.518 0.539 f = standing 0.005 0.973 0.988 0.980 g = running 0.011 0.674 0.138 0.229 h = walking ------------------------------------------------------- 0.054 0.681 0.658 0.635 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.668 0.895 0.765 a = climbing down 0.096 0.593 0.905 0.717 b = climbing up 0.001 0.967 0.796 0.873 c = jumping 0.031 0.705 0.419 0.525 d = lying 0.072 0.495 0.352 0.412 e = sitting 0.194 0.262 0.477 0.339 f = standing 0.007 0.962 0.981 0.972 g = running 0.003 0.950 0.303 0.459 h = walking ------------------------------------------------------- 0.061 0.674 0.604 0.597 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.084 0.633 0.914 0.748 a = climbing down 0.031 0.201 0.253 0.224 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.019 0.902 0.728 0.806 d = lying 0.001 0.996 0.902 0.946 e = sitting 0.065 0.740 0.909 0.816 f = standing 0.021 0.842 1.000 0.914 g = running 0.013 0.894 0.528 0.664 h = walking ------------------------------------------------------- 0.032 0.828 0.798 0.796 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.878 0.966 0.920 a = climbing down 0.061 0.685 0.872 0.767 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.030 0.844 0.955 0.896 d = lying 0.045 0.767 0.939 0.844 e = sitting 0.014 0.893 0.711 0.792 f = standing 0.000 0.999 0.865 0.927 g = running 0.007 0.949 0.689 0.798 h = walking ------------------------------------------------------- 0.023 0.869 0.852 0.852 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.090 0.424 0.433 0.429 a = climbing down 0.130 0.545 0.863 0.668 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.008 0.935 0.653 0.769 d = lying 0.075 0.602 0.978 0.745 e = sitting 0.050 0.657 0.672 0.665 f = standing 0.001 0.997 0.813 0.896 g = running 0.012 0.790 0.296 0.431 h = walking ------------------------------------------------------- 0.049 0.733 0.683 0.678 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.147 0.424 0.884 0.573 a = climbing down 0.039 0.725 0.741 0.733 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.030 0.810 0.777 0.793 d = lying 0.067 0.637 0.906 0.748 e = sitting 0.043 0.655 0.578 0.614 f = standing 0.003 0.989 0.828 0.902 g = running 0.032 0.252 0.063 0.101 h = walking ------------------------------------------------------- 0.043 0.680 0.683 0.660 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.767 0.901 0.829 a = climbing down 0.074 0.591 0.737 0.656 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.077 0.660 0.828 0.735 d = lying 0.031 0.837 0.967 0.897 e = sitting 0.023 0.774 0.456 0.574 f = standing 0.001 0.995 0.995 0.995 g = running 0.021 0.782 0.487 0.600 h = walking ------------------------------------------------------- 0.036 0.782 0.773 0.763 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.040 0.712 0.786 0.747 a = climbing down 0.174 0.431 0.825 0.566 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.022 0.872 0.819 0.845 d = lying 0.035 0.738 0.705 0.721 e = sitting 0.070 0.629 0.691 0.659 f = standing 0.002 0.992 0.981 0.987 g = running 0.010 0.233 0.018 0.033 h = walking ------------------------------------------------------- 0.048 0.671 0.696 0.661 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.051 0.662 0.944 0.778 a = climbing down 0.044 0.745 0.429 0.545 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.118 0.453 0.657 0.536 d = lying 0.051 0.662 0.974 0.788 e = sitting 0.064 0.546 0.475 0.508 f = standing 0.027 0.853 0.956 0.901 g = running 0.035 0.761 0.636 0.693 h = walking ------------------------------------------------------- 0.053 0.687 0.662 0.645 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.734 0.832 a = climbing down 0.035 0.756 0.791 0.773 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.006 0.964 0.950 0.957 d = lying 0.022 0.881 0.936 0.908 e = sitting 0.021 0.847 0.902 0.874 f = standing 0.001 0.996 0.906 0.949 g = running 0.036 0.817 0.949 0.878 h = walking ------------------------------------------------------- 0.017 0.898 0.891 0.891 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.800 0.836 0.818 a = climbing down 0.020 0.755 0.499 0.601 b = climbing up 0.000 1.000 0.751 0.858 c = jumping 0.024 0.844 0.694 0.762 d = lying 0.024 0.832 0.603 0.699 e = sitting 0.105 0.578 0.886 0.699 f = standing 0.010 0.949 0.981 0.964 g = running 0.048 0.792 0.950 0.864 h = walking ------------------------------------------------------- 0.035 0.804 0.786 0.782 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.907 0.669 0.770 a = climbing down 0.080 0.654 0.847 0.738 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.011 0.696 0.144 0.239 d = lying 0.068 0.676 0.945 0.788 e = sitting 0.122 0.412 0.632 0.499 f = standing 0.001 0.993 0.980 0.987 g = running 0.033 0.796 0.737 0.765 h = walking ------------------------------------------------------- 0.044 0.748 0.718 0.697 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.771 0.817 a = climbing down 0.046 0.735 0.842 0.785 b = climbing up 0.000 0.986 0.839 0.907 c = jumping 0.012 0.926 0.869 0.896 d = lying 0.069 0.672 0.940 0.784 e = sitting 0.024 0.789 0.539 0.640 f = standing 0.006 0.967 0.998 0.983 g = running 0.022 0.875 0.847 0.861 h = walking ------------------------------------------------------- 0.027 0.841 0.831 0.829 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.918 0.698 0.793 a = climbing down 0.138 0.530 0.910 0.670 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.002 0.988 0.910 0.948 d = lying 0.103 0.539 0.973 0.694 e = sitting 0.017 0.812 0.396 0.532 f = standing 0.001 0.992 1.000 0.996 g = running 0.018 0.761 0.347 0.476 h = walking ------------------------------------------------------- 0.038 0.806 0.751 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.173 0.234 0.772 0.359 a = climbing down 0.084 0.352 0.306 0.328 b = climbing up 0.006 0.806 0.983 0.886 c = jumping 0.031 0.854 0.941 0.896 d = lying 0.011 0.939 0.958 0.949 e = sitting 0.013 0.915 0.787 0.846 f = standing 0.028 0.863 1.000 0.927 g = running 0.003 0.832 0.072 0.133 h = walking ------------------------------------------------------- 0.035 0.768 0.687 0.661 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.861 0.719 0.783 a = climbing down 0.196 0.422 0.914 0.577 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.932 0.901 0.916 d = lying 0.029 0.802 0.697 0.746 e = sitting 0.062 0.666 0.784 0.720 f = standing 0.000 0.998 0.998 0.998 g = running 0.007 0.060 0.003 0.005 h = walking ------------------------------------------------------- 0.044 0.684 0.723 0.686 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.744 0.837 a = climbing down 0.092 0.632 0.959 0.762 b = climbing up 0.000 1.000 0.660 0.795 c = jumping 0.013 0.874 0.485 0.624 d = lying 0.068 0.380 0.330 0.353 e = sitting 0.172 0.330 0.516 0.402 f = standing 0.010 0.947 0.997 0.971 g = running 0.010 0.926 0.679 0.783 h = walking ------------------------------------------------------- 0.050 0.740 0.681 0.688 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.041 0.784 0.946 0.858 a = climbing down 0.013 0.487 0.392 0.435 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.041 0.840 0.899 0.869 d = lying 0.018 0.917 0.972 0.944 e = sitting 0.021 0.879 0.733 0.800 f = standing 0.006 0.953 1.000 0.976 g = running 0.018 0.902 0.785 0.839 h = walking ------------------------------------------------------- 0.024 0.868 0.867 0.864 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.950 0.938 0.944 a = climbing down 0.102 0.587 0.944 0.724 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.085 0.646 0.932 0.763 d = lying 0.024 0.862 0.968 0.912 e = sitting 0.013 0.857 0.465 0.603 f = standing 0.002 0.989 0.888 0.936 g = running 0.009 0.909 0.466 0.616 h = walking ------------------------------------------------------- 0.033 0.835 0.793 0.784 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.086 0.546 0.677 0.604 a = climbing down 0.068 0.678 0.791 0.730 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.030 0.821 0.837 0.829 d = lying 0.079 0.588 0.963 0.730 e = sitting 0.027 0.752 0.579 0.654 f = standing 0.001 0.993 0.739 0.847 g = running 0.013 0.863 0.547 0.670 h = walking ------------------------------------------------------- 0.040 0.772 0.735 0.738 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.102 0.518 0.920 0.663 a = climbing down 0.015 0.861 0.614 0.717 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.057 0.664 0.746 0.703 d = lying 0.082 0.617 0.966 0.753 e = sitting 0.040 0.680 0.567 0.618 f = standing 0.002 0.991 0.702 0.822 g = running 0.051 0.569 0.401 0.470 h = walking ------------------------------------------------------- 0.043 0.735 0.695 0.693 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.692 0.826 0.753 a = climbing down 0.107 0.505 0.748 0.603 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.055 0.713 0.689 0.701 d = lying 0.019 0.877 0.916 0.896 e = sitting 0.066 0.614 0.607 0.610 f = standing 0.001 0.997 0.999 0.998 g = running 0.017 0.743 0.299 0.427 h = walking ------------------------------------------------------- 0.040 0.643 0.635 0.623 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.822 0.660 0.732 a = climbing down 0.143 0.505 0.922 0.653 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.044 0.730 0.630 0.677 d = lying 0.039 0.728 0.756 0.742 e = sitting 0.095 0.513 0.589 0.548 f = standing 0.002 0.990 0.962 0.976 g = running 0.016 0.750 0.282 0.410 h = walking ------------------------------------------------------- 0.050 0.728 0.693 0.685 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.041 0.648 0.696 0.671 a = climbing down 0.040 0.730 0.374 0.494 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.129 0.527 0.897 0.664 d = lying 0.014 0.847 0.758 0.800 e = sitting 0.111 0.234 0.211 0.222 f = standing 0.027 0.847 0.928 0.886 g = running 0.059 0.724 0.909 0.806 h = walking ------------------------------------------------------- 0.053 0.570 0.597 0.568 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.951 0.643 0.767 a = climbing down 0.048 0.695 0.826 0.755 b = climbing up 0.000 1.000 0.903 0.949 c = jumping 0.014 0.908 0.787 0.843 d = lying 0.043 0.750 0.899 0.818 e = sitting 0.066 0.646 0.724 0.683 f = standing 0.003 0.988 0.873 0.927 g = running 0.031 0.831 0.920 0.873 h = walking ------------------------------------------------------- 0.028 0.836 0.818 0.821 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.682 0.887 0.771 a = climbing down 0.010 0.855 0.466 0.603 b = climbing up 0.000 1.000 0.866 0.928 c = jumping 0.046 0.702 0.547 0.615 d = lying 0.033 0.830 0.831 0.831 e = sitting 0.095 0.541 0.692 0.607 f = standing 0.004 0.978 0.996 0.987 g = running 0.037 0.832 0.958 0.891 h = walking ------------------------------------------------------- 0.037 0.788 0.776 0.771 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.889 0.595 0.713 a = climbing down 0.050 0.701 0.689 0.695 b = climbing up 0.000 1.000 0.900 0.947 c = jumping 0.021 0.797 0.479 0.598 d = lying 0.040 0.758 0.866 0.808 e = sitting 0.101 0.528 0.676 0.593 f = standing 0.003 0.983 0.988 0.985 g = running 0.071 0.673 0.884 0.764 h = walking ------------------------------------------------------- 0.042 0.765 0.745 0.742 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.832 0.656 0.733 a = climbing down 0.149 0.481 0.916 0.631 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.004 0.977 0.906 0.940 d = lying 0.072 0.611 0.757 0.676 e = sitting 0.052 0.648 0.560 0.601 f = standing 0.006 0.966 0.999 0.982 g = running 0.004 0.939 0.356 0.517 h = walking ------------------------------------------------------- 0.041 0.792 0.736 0.732 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.948 0.354 0.516 a = climbing down 0.235 0.395 0.981 0.563 b = climbing up 0.040 0.371 0.973 0.538 c = jumping 0.001 0.986 0.521 0.682 d = lying 0.077 0.530 0.702 0.604 e = sitting 0.115 0.467 0.482 0.474 f = standing 0.043 0.762 0.745 0.753 g = running 0.003 0.412 0.013 0.025 h = walking ------------------------------------------------------- 0.068 0.632 0.553 0.519 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.181 0.259 0.915 0.403 a = climbing down 0.012 0.679 0.173 0.276 b = climbing up 0.002 0.902 0.982 0.940 c = jumping 0.021 0.897 0.953 0.924 d = lying 0.128 0.565 0.988 0.718 e = sitting 0.008 0.814 0.189 0.307 f = standing 0.006 0.967 0.998 0.982 g = running 0.039 0.680 0.390 0.495 h = walking ------------------------------------------------------- 0.044 0.740 0.647 0.617 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.820 0.788 0.804 a = climbing down 0.096 0.587 0.826 0.686 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.082 0.668 0.825 0.738 d = lying 0.013 0.784 0.330 0.465 e = sitting 0.117 0.446 0.543 0.490 f = standing 0.000 0.998 0.984 0.991 g = running 0.017 0.846 0.549 0.666 h = walking ------------------------------------------------------- 0.051 0.736 0.705 0.700 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.742 0.841 a = climbing down 0.087 0.588 0.777 0.670 b = climbing up 0.000 1.000 0.715 0.834 c = jumping 0.030 0.361 0.091 0.146 d = lying 0.122 0.398 0.494 0.441 e = sitting 0.218 0.078 0.116 0.093 f = standing 0.006 0.965 1.000 0.982 g = running 0.042 0.761 0.739 0.750 h = walking ------------------------------------------------------- 0.071 0.589 0.564 0.559 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.053 0.743 0.968 0.841 a = climbing down 0.126 0.135 0.645 0.224 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.001 0.996 0.984 0.990 d = lying 0.019 0.909 0.945 0.926 e = sitting 0.014 0.927 0.901 0.914 f = standing 0.000 0.998 0.997 0.998 g = running 0.002 0.923 0.119 0.211 h = walking ------------------------------------------------------- 0.017 0.896 0.800 0.786 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.939 0.941 a = climbing down 0.040 0.765 0.852 0.806 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.033 0.831 0.986 0.902 d = lying 0.016 0.897 0.874 0.885 e = sitting 0.021 0.860 0.772 0.813 f = standing 0.001 0.996 0.941 0.968 g = running 0.019 0.891 0.813 0.850 h = walking ------------------------------------------------------- 0.019 0.887 0.883 0.883 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.730 0.776 0.752 a = climbing down 0.135 0.538 0.869 0.664 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.955 0.832 0.889 d = lying 0.093 0.518 0.861 0.647 e = sitting 0.037 0.653 0.544 0.593 f = standing 0.000 0.999 0.807 0.893 g = running 0.006 0.845 0.223 0.353 h = walking ------------------------------------------------------- 0.042 0.777 0.719 0.711 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.076 0.587 0.934 0.720 a = climbing down 0.030 0.764 0.710 0.736 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.075 0.617 0.822 0.705 d = lying 0.052 0.708 0.892 0.789 e = sitting 0.046 0.618 0.483 0.542 f = standing 0.002 0.992 0.795 0.883 g = running 0.035 0.680 0.438 0.532 h = walking ------------------------------------------------------- 0.039 0.744 0.723 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.768 0.914 0.835 a = climbing down 0.052 0.660 0.722 0.690 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.014 0.924 0.927 0.925 d = lying 0.022 0.871 0.914 0.892 e = sitting 0.025 0.852 0.807 0.829 f = standing 0.001 0.994 1.000 0.997 g = running 0.023 0.805 0.612 0.695 h = walking ------------------------------------------------------- 0.023 0.852 0.850 0.848 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.006 0.934 0.688 0.793 a = climbing down 0.164 0.470 0.911 0.620 b = climbing up 0.002 0.900 0.984 0.940 c = jumping 0.006 0.963 0.840 0.897 d = lying 0.064 0.592 0.669 0.628 e = sitting 0.070 0.586 0.618 0.602 f = standing 0.003 0.987 0.959 0.973 g = running 0.028 0.476 0.151 0.229 h = walking ------------------------------------------------------- 0.046 0.727 0.703 0.690 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.728 0.777 a = climbing down 0.183 0.496 0.636 0.557 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.046 0.623 0.407 0.493 d = lying 0.026 0.721 0.678 0.699 e = sitting 0.179 0.389 0.728 0.507 f = standing 0.029 0.842 0.975 0.904 g = running 0.013 0.696 0.174 0.279 h = walking ------------------------------------------------------- 0.081 0.640 0.591 0.569 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.730 0.809 a = climbing down 0.152 0.479 0.962 0.640 b = climbing up 0.001 0.904 0.598 0.720 c = jumping 0.016 0.907 0.991 0.947 d = lying 0.133 0.505 0.818 0.625 e = sitting 0.041 0.555 0.315 0.402 f = standing 0.010 0.946 0.775 0.852 g = running 0.004 0.899 0.217 0.350 h = walking ------------------------------------------------------- 0.050 0.752 0.683 0.665 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.937 0.898 0.917 a = climbing down 0.045 0.670 0.896 0.767 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.004 0.975 0.800 0.879 d = lying 0.036 0.617 0.300 0.404 e = sitting 0.153 0.484 0.883 0.625 f = standing 0.002 0.989 0.980 0.984 g = running 0.007 0.958 0.798 0.870 h = walking ------------------------------------------------------- 0.034 0.816 0.781 0.777 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.879 0.643 0.743 a = climbing down 0.049 0.652 0.601 0.625 b = climbing up 0.000 1.000 0.725 0.841 c = jumping 0.006 0.966 0.935 0.950 d = lying 0.070 0.631 0.842 0.721 e = sitting 0.029 0.791 0.596 0.680 f = standing 0.007 0.959 0.983 0.971 g = running 0.075 0.656 0.859 0.744 h = walking ------------------------------------------------------- 0.034 0.801 0.786 0.785 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.043 0.677 0.772 0.722 a = climbing down 0.174 0.398 0.732 0.516 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.000 0.997 0.992 0.995 d = lying 0.123 0.527 0.871 0.657 e = sitting 0.020 0.633 0.219 0.325 f = standing 0.008 0.960 1.000 0.980 g = running 0.004 0.882 0.155 0.264 h = walking ------------------------------------------------------- 0.049 0.745 0.678 0.644 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.920 0.482 0.632 a = climbing down 0.231 0.440 0.917 0.595 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.004 0.981 0.975 0.978 d = lying 0.080 0.506 0.650 0.569 e = sitting 0.039 0.551 0.315 0.401 f = standing 0.010 0.948 1.000 0.974 g = running 0.016 0.605 0.140 0.227 h = walking ------------------------------------------------------- 0.057 0.716 0.673 0.647 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.385 0.846 0.530 a = climbing down 0.034 0.664 0.425 0.518 b = climbing up 0.016 0.542 1.000 0.703 c = jumping 0.001 0.992 0.901 0.944 d = lying 0.054 0.740 0.833 0.784 e = sitting 0.047 0.685 0.657 0.671 f = standing 0.019 0.898 0.913 0.905 g = running 0.005 0.969 0.728 0.831 h = walking ------------------------------------------------------- 0.029 0.801 0.762 0.767 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.834 0.857 0.845 a = climbing down 0.053 0.707 0.848 0.771 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.023 0.875 0.952 0.912 d = lying 0.058 0.620 0.555 0.586 e = sitting 0.069 0.614 0.634 0.624 f = standing 0.001 0.997 0.986 0.991 g = running 0.008 0.941 0.752 0.836 h = walking ------------------------------------------------------- 0.032 0.805 0.801 0.800 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.875 0.485 0.624 a = climbing down 0.084 0.615 0.865 0.719 b = climbing up 0.000 0.984 0.844 0.908 c = jumping 0.019 0.901 0.956 0.928 d = lying 0.041 0.602 0.336 0.431 e = sitting 0.112 0.485 0.682 0.567 f = standing 0.010 0.939 0.934 0.937 g = running 0.029 0.835 0.845 0.840 h = walking ------------------------------------------------------- 0.042 0.755 0.738 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.166 0.478 0.965 0.640 a = climbing down 0.051 0.238 0.527 0.328 b = climbing up 0.000 0.993 0.935 0.963 c = jumping 0.001 0.993 0.851 0.917 d = lying 0.060 0.752 0.886 0.813 e = sitting 0.035 0.826 0.811 0.818 f = standing 0.004 0.969 0.998 0.984 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.040 0.656 0.747 0.683 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.970 0.965 0.967 a = climbing down 0.027 0.835 0.881 0.857 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.028 0.851 0.962 0.903 d = lying 0.034 0.807 0.955 0.875 e = sitting 0.008 0.941 0.782 0.854 f = standing 0.003 0.983 0.864 0.920 g = running 0.018 0.902 0.876 0.889 h = walking ------------------------------------------------------- 0.017 0.902 0.895 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.540 0.532 0.536 a = climbing down 0.121 0.579 0.934 0.715 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.023 0.862 0.846 0.854 d = lying 0.078 0.571 0.902 0.699 e = sitting 0.035 0.720 0.641 0.678 f = standing 0.000 0.998 0.708 0.829 g = running 0.011 0.816 0.337 0.477 h = walking ------------------------------------------------------- 0.045 0.753 0.707 0.702 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.048 0.682 0.890 0.773 a = climbing down 0.023 0.828 0.851 0.839 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.025 0.839 0.839 0.839 d = lying 0.084 0.607 0.949 0.740 e = sitting 0.032 0.786 0.800 0.793 f = standing 0.001 0.995 0.686 0.812 g = running 0.021 0.842 0.668 0.745 h = walking ------------------------------------------------------- 0.028 0.827 0.795 0.797 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.777 0.907 0.837 a = climbing down 0.077 0.518 0.582 0.548 b = climbing up 0.001 0.960 0.984 0.972 c = jumping 0.029 0.855 0.893 0.873 d = lying 0.014 0.892 0.753 0.817 e = sitting 0.057 0.703 0.764 0.732 f = standing 0.001 0.997 0.996 0.996 g = running 0.039 0.660 0.492 0.564 h = walking ------------------------------------------------------- 0.034 0.785 0.782 0.780 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.008 0.922 0.723 0.811 a = climbing down 0.110 0.566 0.893 0.693 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.023 0.848 0.766 0.805 d = lying 0.045 0.657 0.617 0.637 e = sitting 0.087 0.574 0.675 0.620 f = standing 0.001 0.993 0.957 0.975 g = running 0.021 0.816 0.521 0.636 h = walking ------------------------------------------------------- 0.041 0.776 0.746 0.749 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.828 0.875 0.851 a = climbing down 0.104 0.599 0.521 0.557 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.085 0.520 0.669 0.585 d = lying 0.024 0.741 0.670 0.704 e = sitting 0.109 0.468 0.585 0.520 f = standing 0.041 0.796 0.968 0.874 g = running 0.038 0.696 0.483 0.570 h = walking ------------------------------------------------------- 0.053 0.581 0.596 0.583 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.820 0.884 a = climbing down 0.022 0.833 0.846 0.839 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.974 0.979 0.976 d = lying 0.026 0.831 0.747 0.787 e = sitting 0.048 0.746 0.851 0.795 f = standing 0.000 0.999 0.959 0.978 g = running 0.028 0.845 0.937 0.889 h = walking ------------------------------------------------------- 0.018 0.890 0.885 0.885 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.863 0.903 0.883 a = climbing down 0.017 0.812 0.597 0.688 b = climbing up 0.000 1.000 0.464 0.634 c = jumping 0.030 0.834 0.784 0.808 d = lying 0.030 0.621 0.258 0.364 e = sitting 0.145 0.489 0.865 0.625 f = standing 0.022 0.898 0.982 0.938 g = running 0.043 0.803 0.907 0.851 h = walking ------------------------------------------------------- 0.043 0.761 0.744 0.728 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.002 0.805 0.075 0.137 a = climbing down 0.236 0.396 0.934 0.556 b = climbing up 0.000 1.000 0.838 0.912 c = jumping 0.004 0.912 0.208 0.338 d = lying 0.152 0.388 0.689 0.496 e = sitting 0.145 0.304 0.362 0.330 f = standing 0.004 0.979 0.991 0.985 g = running 0.013 0.797 0.306 0.442 h = walking ------------------------------------------------------- 0.077 0.667 0.521 0.487 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.941 0.786 0.857 a = climbing down 0.045 0.755 0.912 0.826 b = climbing up 0.000 0.994 0.929 0.960 c = jumping 0.005 0.972 0.984 0.978 d = lying 0.073 0.644 0.878 0.743 e = sitting 0.019 0.826 0.539 0.652 f = standing 0.003 0.983 0.999 0.991 g = running 0.015 0.915 0.867 0.890 h = walking ------------------------------------------------------- 0.022 0.869 0.856 0.854 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.724 0.802 a = climbing down 0.113 0.564 0.907 0.696 b = climbing up 0.000 0.984 0.989 0.987 c = jumping 0.001 0.995 0.814 0.896 d = lying 0.153 0.423 0.905 0.576 e = sitting 0.044 0.379 0.139 0.204 f = standing 0.002 0.988 0.997 0.993 g = running 0.015 0.844 0.490 0.620 h = walking ------------------------------------------------------- 0.043 0.740 0.706 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.130 0.293 0.799 0.429 a = climbing down 0.010 0.757 0.212 0.331 b = climbing up 0.000 0.982 0.976 0.979 c = jumping 0.006 0.971 0.984 0.977 d = lying 0.082 0.669 0.938 0.781 e = sitting 0.013 0.880 0.524 0.657 f = standing 0.019 0.901 0.993 0.945 g = running 0.023 0.868 0.721 0.788 h = walking ------------------------------------------------------- 0.032 0.812 0.748 0.741 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.060 0.528 0.572 0.549 a = climbing down 0.171 0.422 0.857 0.566 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.048 0.748 0.802 0.774 d = lying 0.042 0.688 0.653 0.670 e = sitting 0.077 0.598 0.579 0.589 f = standing 0.001 0.997 0.998 0.997 g = running 0.002 0.806 0.049 0.093 h = walking ------------------------------------------------------- 0.054 0.705 0.653 0.620 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.077 0.584 0.901 0.709 a = climbing down 0.055 0.728 0.865 0.791 b = climbing up 0.000 0.993 0.966 0.979 c = jumping 0.009 0.950 0.982 0.966 d = lying 0.095 0.486 0.459 0.472 e = sitting 0.096 0.319 0.317 0.318 f = standing 0.006 0.958 0.751 0.842 g = running 0.011 0.908 0.613 0.732 h = walking ------------------------------------------------------- 0.047 0.720 0.700 0.699 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.092 0.582 0.942 0.719 a = climbing down 0.055 0.686 0.870 0.767 b = climbing up 0.002 0.920 0.982 0.950 c = jumping 0.076 0.662 0.924 0.772 d = lying 0.002 0.990 0.968 0.979 e = sitting 0.017 0.857 0.560 0.677 f = standing 0.001 0.993 0.986 0.990 g = running 0.006 0.900 0.276 0.423 h = walking ------------------------------------------------------- 0.032 0.824 0.782 0.763 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.839 0.924 0.879 a = climbing down 0.033 0.783 0.792 0.788 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.003 0.980 0.972 0.976 d = lying 0.047 0.763 0.931 0.838 e = sitting 0.013 0.890 0.785 0.834 f = standing 0.001 0.992 0.903 0.946 g = running 0.023 0.868 0.798 0.831 h = walking ------------------------------------------------------- 0.019 0.882 0.876 0.877 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.013 0.809 0.333 0.472 a = climbing down 0.132 0.568 0.951 0.711 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.001 0.989 0.767 0.864 d = lying 0.075 0.599 0.956 0.736 e = sitting 0.041 0.731 0.775 0.753 f = standing 0.001 0.993 0.725 0.838 g = running 0.044 0.682 0.640 0.660 h = walking ------------------------------------------------------- 0.041 0.788 0.735 0.730 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.398 0.839 0.540 a = climbing down 0.034 0.766 0.810 0.787 b = climbing up 0.000 0.986 0.477 0.643 c = jumping 0.016 0.867 0.653 0.745 d = lying 0.057 0.675 0.912 0.776 e = sitting 0.059 0.616 0.674 0.644 f = standing 0.012 0.956 0.865 0.908 g = running 0.028 0.334 0.081 0.130 h = walking ------------------------------------------------------- 0.044 0.694 0.684 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.763 0.825 a = climbing down 0.101 0.558 0.905 0.691 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.062 0.710 0.883 0.787 d = lying 0.025 0.856 0.946 0.899 e = sitting 0.022 0.804 0.529 0.638 f = standing 0.002 0.991 0.991 0.991 g = running 0.012 0.889 0.545 0.676 h = walking ------------------------------------------------------- 0.032 0.825 0.796 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.157 0.453 0.924 0.608 a = climbing down 0.020 0.831 0.623 0.712 b = climbing up 0.000 1.000 0.897 0.945 c = jumping 0.021 0.837 0.780 0.808 d = lying 0.042 0.734 0.764 0.749 e = sitting 0.059 0.664 0.672 0.668 f = standing 0.005 0.978 0.976 0.977 g = running 0.013 0.787 0.286 0.419 h = walking ------------------------------------------------------- 0.041 0.771 0.725 0.720 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.612 0.762 0.679 a = climbing down 0.104 0.586 0.478 0.526 b = climbing up 0.000 1.000 0.644 0.784 c = jumping 0.063 0.619 0.678 0.647 d = lying 0.022 0.820 0.970 0.889 e = sitting 0.102 0.554 0.740 0.634 f = standing 0.032 0.807 0.803 0.805 g = running 0.019 0.835 0.562 0.672 h = walking ------------------------------------------------------- 0.061 0.686 0.675 0.671 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.923 0.550 0.689 a = climbing down 0.040 0.632 0.502 0.560 b = climbing up 0.002 0.904 0.830 0.866 c = jumping 0.017 0.907 0.982 0.943 d = lying 0.046 0.790 0.940 0.859 e = sitting 0.017 0.848 0.747 0.794 f = standing 0.003 0.981 0.768 0.861 g = running 0.108 0.605 0.948 0.739 h = walking ------------------------------------------------------- 0.034 0.820 0.795 0.791 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.847 0.814 0.830 a = climbing down 0.042 0.686 0.753 0.718 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.003 0.966 0.410 0.576 d = lying 0.033 0.801 0.718 0.758 e = sitting 0.144 0.485 0.859 0.620 f = standing 0.011 0.942 0.980 0.961 g = running 0.023 0.866 0.792 0.827 h = walking ------------------------------------------------------- 0.037 0.813 0.764 0.763 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.838 0.517 0.640 a = climbing down 0.030 0.770 0.572 0.657 b = climbing up 0.000 1.000 0.915 0.955 c = jumping 0.006 0.912 0.403 0.559 d = lying 0.049 0.752 0.853 0.799 e = sitting 0.098 0.482 0.709 0.574 f = standing 0.003 0.981 0.964 0.972 g = running 0.117 0.612 0.946 0.743 h = walking ------------------------------------------------------- 0.045 0.774 0.729 0.722 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.807 0.735 0.769 a = climbing down 0.089 0.603 0.899 0.722 b = climbing up 0.000 0.982 0.874 0.925 c = jumping 0.003 0.979 0.959 0.969 d = lying 0.076 0.684 0.950 0.795 e = sitting 0.012 0.878 0.531 0.662 f = standing 0.006 0.966 0.997 0.981 g = running 0.009 0.921 0.587 0.717 h = walking ------------------------------------------------------- 0.030 0.842 0.812 0.808 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.022 0.783 0.767 0.775 a = climbing down 0.115 0.531 0.835 0.649 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.987 0.823 0.898 d = lying 0.122 0.607 0.959 0.744 e = sitting 0.033 0.582 0.274 0.372 f = standing 0.004 0.975 0.997 0.986 g = running 0.019 0.794 0.411 0.541 h = walking ------------------------------------------------------- 0.046 0.755 0.729 0.713 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.047 0.499 0.683 0.577 a = climbing down 0.164 0.347 0.597 0.439 b = climbing up 0.000 1.000 0.941 0.970 c = jumping 0.009 0.955 0.966 0.961 d = lying 0.008 0.957 0.974 0.965 e = sitting 0.006 0.964 0.917 0.940 f = standing 0.040 0.826 0.998 0.904 g = running 0.001 0.946 0.124 0.219 h = walking ------------------------------------------------------- 0.034 0.829 0.759 0.735 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.807 0.759 0.783 a = climbing down 0.184 0.413 0.852 0.556 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.003 0.982 0.952 0.967 d = lying 0.022 0.854 0.788 0.820 e = sitting 0.037 0.785 0.877 0.828 f = standing 0.002 0.987 0.970 0.978 g = running 0.010 0.561 0.074 0.131 h = walking ------------------------------------------------------- 0.038 0.780 0.754 0.728 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.042 0.657 0.649 0.653 a = climbing down 0.071 0.694 0.924 0.793 b = climbing up 0.000 1.000 0.388 0.559 c = jumping 0.008 0.958 0.976 0.967 d = lying 0.107 0.314 0.405 0.354 e = sitting 0.078 0.480 0.368 0.416 f = standing 0.020 0.872 0.790 0.829 g = running 0.021 0.867 0.763 0.812 h = walking ------------------------------------------------------- 0.047 0.713 0.701 0.699 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.281 0.320 0.978 0.483 a = climbing down 0.003 0.916 0.222 0.357 b = climbing up 0.000 1.000 0.373 0.543 c = jumping 0.024 0.703 0.354 0.471 d = lying 0.013 0.926 0.981 0.953 e = sitting 0.105 0.581 0.799 0.672 f = standing 0.018 0.910 0.998 0.952 g = running 0.001 0.111 0.001 0.002 h = walking ------------------------------------------------------- 0.058 0.643 0.613 0.560 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.869 0.886 0.877 a = climbing down 0.088 0.618 0.927 0.741 b = climbing up 0.000 0.983 0.994 0.989 c = jumping 0.012 0.931 0.946 0.939 d = lying 0.016 0.908 0.972 0.939 e = sitting 0.011 0.919 0.905 0.912 f = standing 0.003 0.987 0.924 0.954 g = running 0.012 0.883 0.499 0.638 h = walking ------------------------------------------------------- 0.021 0.881 0.862 0.859 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.052 0.668 0.650 0.659 a = climbing down 0.071 0.691 0.882 0.775 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.010 0.935 0.912 0.923 d = lying 0.127 0.473 0.978 0.638 e = sitting 0.017 0.847 0.668 0.747 f = standing 0.001 0.996 0.565 0.721 g = running 0.010 0.911 0.679 0.778 h = walking ------------------------------------------------------- 0.036 0.812 0.749 0.754 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.123 0.432 0.791 0.559 a = climbing down 0.027 0.800 0.729 0.763 b = climbing up 0.000 1.000 0.087 0.160 c = jumping 0.023 0.799 0.614 0.694 d = lying 0.057 0.676 0.879 0.764 e = sitting 0.066 0.613 0.691 0.649 f = standing 0.026 0.903 0.865 0.884 g = running 0.028 0.672 0.340 0.451 h = walking ------------------------------------------------------- 0.045 0.730 0.695 0.688 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.696 0.852 0.766 a = climbing down 0.064 0.606 0.687 0.644 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.044 0.779 0.837 0.807 d = lying 0.012 0.915 0.901 0.908 e = sitting 0.041 0.738 0.688 0.712 f = standing 0.001 0.997 0.989 0.993 g = running 0.033 0.753 0.545 0.632 h = walking ------------------------------------------------------- 0.031 0.685 0.687 0.683 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.155 0.410 0.763 0.533 a = climbing down 0.036 0.753 0.669 0.709 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.028 0.806 0.841 0.823 d = lying 0.029 0.794 0.738 0.765 e = sitting 0.056 0.694 0.727 0.710 f = standing 0.001 0.993 0.962 0.978 g = running 0.022 0.643 0.242 0.352 h = walking ------------------------------------------------------- 0.043 0.745 0.716 0.710 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.096 0.456 0.873 0.599 a = climbing down 0.064 0.721 0.538 0.616 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.042 0.722 0.724 0.723 d = lying 0.028 0.777 0.933 0.848 e = sitting 0.102 0.542 0.704 0.613 f = standing 0.026 0.856 0.927 0.890 g = running 0.031 0.634 0.323 0.428 h = walking ------------------------------------------------------- 0.049 0.589 0.628 0.590 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.928 0.590 0.721 a = climbing down 0.040 0.725 0.827 0.773 b = climbing up 0.000 0.993 0.851 0.917 c = jumping 0.029 0.846 0.982 0.909 d = lying 0.060 0.668 0.851 0.748 e = sitting 0.029 0.828 0.756 0.791 f = standing 0.004 0.977 0.759 0.855 g = running 0.065 0.672 0.803 0.731 h = walking ------------------------------------------------------- 0.031 0.820 0.798 0.798 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.908 0.781 0.840 a = climbing down 0.047 0.700 0.908 0.790 b = climbing up 0.000 0.987 0.943 0.964 c = jumping 0.027 0.777 0.537 0.635 d = lying 0.032 0.810 0.730 0.768 e = sitting 0.113 0.531 0.761 0.626 f = standing 0.010 0.947 0.998 0.972 g = running 0.010 0.935 0.786 0.854 h = walking ------------------------------------------------------- 0.035 0.808 0.785 0.787 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.920 0.495 0.644 a = climbing down 0.027 0.762 0.488 0.595 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.008 0.916 0.550 0.687 d = lying 0.042 0.764 0.874 0.816 e = sitting 0.083 0.593 0.752 0.663 f = standing 0.004 0.979 0.989 0.984 g = running 0.135 0.568 0.952 0.711 h = walking ------------------------------------------------------- 0.045 0.785 0.741 0.735 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.853 0.375 0.521 a = climbing down 0.250 0.373 0.950 0.536 b = climbing up 0.049 0.284 0.847 0.425 c = jumping 0.025 0.872 0.960 0.914 d = lying 0.030 0.460 0.170 0.248 e = sitting 0.126 0.490 0.725 0.584 f = standing 0.004 0.968 0.684 0.801 g = running 0.003 0.640 0.027 0.051 h = walking ------------------------------------------------------- 0.063 0.660 0.568 0.524 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.816 0.646 0.721 a = climbing down 0.158 0.447 0.904 0.599 b = climbing up 0.001 0.963 0.995 0.979 c = jumping 0.001 0.990 0.877 0.930 d = lying 0.094 0.654 0.873 0.748 e = sitting 0.046 0.673 0.498 0.573 f = standing 0.000 0.997 0.993 0.995 g = running 0.011 0.779 0.219 0.342 h = walking ------------------------------------------------------- 0.046 0.768 0.720 0.705 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.090 0.407 0.831 0.546 a = climbing down 0.107 0.381 0.460 0.417 b = climbing up 0.000 0.994 0.958 0.976 c = jumping 0.003 0.982 0.950 0.966 d = lying 0.149 0.524 0.991 0.685 e = sitting 0.006 0.856 0.198 0.321 f = standing 0.013 0.934 0.992 0.962 g = running 0.022 0.700 0.258 0.377 h = walking ------------------------------------------------------- 0.048 0.727 0.657 0.626 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.794 0.722 0.756 a = climbing down 0.089 0.590 0.768 0.667 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.014 0.924 0.919 0.922 d = lying 0.014 0.715 0.253 0.374 e = sitting 0.118 0.537 0.860 0.661 f = standing 0.001 0.996 0.968 0.982 g = running 0.034 0.763 0.615 0.681 h = walking ------------------------------------------------------- 0.041 0.770 0.746 0.736 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.021 0.828 0.826 0.827 a = climbing down 0.019 0.865 0.739 0.797 b = climbing up 0.000 0.984 0.883 0.931 c = jumping 0.011 0.940 0.963 0.952 d = lying 0.148 0.368 0.555 0.443 e = sitting 0.067 0.304 0.156 0.206 f = standing 0.008 0.952 0.919 0.935 g = running 0.047 0.778 0.954 0.857 h = walking ------------------------------------------------------- 0.045 0.719 0.725 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.107 0.554 0.963 0.703 a = climbing down 0.105 0.462 0.643 0.538 b = climbing up 0.009 0.717 0.994 0.833 c = jumping 0.003 0.980 0.983 0.982 d = lying 0.011 0.931 0.906 0.918 e = sitting 0.017 0.896 0.912 0.904 f = standing 0.001 0.994 0.947 0.970 g = running 0.005 0.767 0.087 0.156 h = walking ------------------------------------------------------- 0.032 0.809 0.773 0.740 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.894 0.906 a = climbing down 0.119 0.546 0.927 0.687 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.018 0.903 0.983 0.941 d = lying 0.018 0.841 0.595 0.697 e = sitting 0.086 0.546 0.765 0.637 f = standing 0.001 0.992 0.872 0.928 g = running 0.003 0.960 0.418 0.583 h = walking ------------------------------------------------------- 0.033 0.832 0.777 0.775 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.841 0.736 0.785 a = climbing down 0.176 0.498 0.968 0.658 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.962 0.867 0.912 d = lying 0.147 0.387 0.802 0.522 e = sitting 0.036 0.520 0.306 0.385 f = standing 0.001 0.996 0.718 0.834 g = running 0.005 0.582 0.049 0.091 h = walking ------------------------------------------------------- 0.050 0.726 0.660 0.636 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.064 0.603 0.846 0.704 a = climbing down 0.017 0.858 0.749 0.800 b = climbing up 0.000 1.000 0.629 0.772 c = jumping 0.047 0.710 0.778 0.743 d = lying 0.047 0.731 0.912 0.811 e = sitting 0.045 0.677 0.618 0.646 f = standing 0.009 0.964 0.851 0.904 g = running 0.040 0.716 0.599 0.653 h = walking ------------------------------------------------------- 0.034 0.779 0.765 0.765 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.796 0.853 a = climbing down 0.064 0.631 0.806 0.708 b = climbing up 0.000 0.992 0.948 0.969 c = jumping 0.016 0.911 0.951 0.930 d = lying 0.023 0.859 0.888 0.873 e = sitting 0.025 0.845 0.773 0.807 f = standing 0.002 0.989 0.999 0.994 g = running 0.031 0.815 0.723 0.766 h = walking ------------------------------------------------------- 0.023 0.860 0.853 0.854 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.896 0.775 0.831 a = climbing down 0.035 0.672 0.466 0.550 b = climbing up 0.006 0.766 0.860 0.810 c = jumping 0.038 0.769 0.947 0.849 d = lying 0.045 0.601 0.355 0.446 e = sitting 0.089 0.485 0.531 0.507 f = standing 0.042 0.821 0.933 0.874 g = running 0.088 0.609 0.864 0.714 h = walking ------------------------------------------------------- 0.050 0.692 0.694 0.680 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.038 0.687 0.917 0.786 a = climbing down 0.088 0.681 0.609 0.643 b = climbing up 0.000 1.000 0.316 0.481 c = jumping 0.054 0.669 0.712 0.690 d = lying 0.035 0.700 0.775 0.735 e = sitting 0.122 0.443 0.562 0.495 f = standing 0.017 0.904 0.967 0.934 g = running 0.016 0.845 0.511 0.637 h = walking ------------------------------------------------------- 0.057 0.709 0.688 0.685 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.971 0.687 0.805 a = climbing down 0.039 0.754 0.862 0.804 b = climbing up 0.000 0.983 1.000 0.991 c = jumping 0.009 0.944 0.997 0.969 d = lying 0.121 0.518 0.769 0.619 e = sitting 0.048 0.638 0.475 0.545 f = standing 0.000 0.998 0.785 0.879 g = running 0.029 0.840 0.920 0.878 h = walking ------------------------------------------------------- 0.035 0.812 0.786 0.788 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.844 0.895 a = climbing down 0.071 0.572 0.969 0.719 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.001 0.991 0.779 0.872 d = lying 0.058 0.487 0.299 0.370 e = sitting 0.158 0.489 0.768 0.598 f = standing 0.007 0.965 0.978 0.972 g = running 0.001 0.995 0.662 0.795 h = walking ------------------------------------------------------- 0.043 0.785 0.743 0.743 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.830 0.714 0.768 a = climbing down 0.085 0.489 0.560 0.522 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.003 0.978 0.796 0.878 d = lying 0.127 0.522 0.744 0.614 e = sitting 0.062 0.485 0.352 0.408 f = standing 0.002 0.989 1.000 0.995 g = running 0.066 0.619 0.599 0.609 h = walking ------------------------------------------------------- 0.053 0.705 0.689 0.690 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.034 0.744 0.902 0.816 a = climbing down 0.100 0.552 0.792 0.651 b = climbing up 0.018 0.463 0.967 0.626 c = jumping 0.001 0.994 0.991 0.993 d = lying 0.070 0.693 0.788 0.737 e = sitting 0.040 0.676 0.557 0.611 f = standing 0.001 0.991 0.885 0.935 g = running 0.006 0.938 0.452 0.610 h = walking ------------------------------------------------------- 0.035 0.801 0.765 0.763 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.844 0.643 0.730 a = climbing down 0.185 0.467 0.902 0.615 b = climbing up 0.001 0.949 0.969 0.959 c = jumping 0.001 0.993 0.969 0.981 d = lying 0.111 0.575 0.826 0.678 e = sitting 0.030 0.482 0.200 0.283 f = standing 0.011 0.939 0.990 0.964 g = running 0.012 0.733 0.174 0.282 h = walking ------------------------------------------------------- 0.054 0.722 0.689 0.656 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.244 0.188 0.846 0.308 a = climbing down 0.038 0.538 0.281 0.369 b = climbing up 0.000 0.977 0.941 0.958 c = jumping 0.000 0.997 0.937 0.966 d = lying 0.077 0.658 0.804 0.724 e = sitting 0.045 0.640 0.512 0.569 f = standing 0.021 0.901 0.996 0.946 g = running 0.001 0.636 0.011 0.021 h = walking ------------------------------------------------------- 0.042 0.706 0.615 0.588 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.884 0.832 0.858 a = climbing down 0.081 0.610 0.846 0.709 b = climbing up 0.000 1.000 0.906 0.950 c = jumping 0.013 0.929 0.989 0.958 d = lying 0.080 0.560 0.605 0.581 e = sitting 0.058 0.587 0.511 0.546 f = standing 0.003 0.985 0.987 0.986 g = running 0.015 0.881 0.621 0.728 h = walking ------------------------------------------------------- 0.036 0.785 0.773 0.772 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.068 0.566 0.756 0.648 a = climbing down 0.047 0.763 0.924 0.836 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.007 0.962 0.977 0.969 d = lying 0.093 0.481 0.494 0.488 e = sitting 0.087 0.494 0.461 0.477 f = standing 0.002 0.983 0.592 0.739 g = running 0.013 0.923 0.904 0.914 h = walking ------------------------------------------------------- 0.044 0.747 0.729 0.728 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.059 0.683 0.937 0.790 a = climbing down 0.120 0.491 0.863 0.625 b = climbing up 0.000 0.988 0.976 0.982 c = jumping 0.015 0.894 0.759 0.821 d = lying 0.059 0.723 0.956 0.823 e = sitting 0.029 0.807 0.668 0.731 f = standing 0.002 0.990 0.997 0.993 g = running 0.002 0.932 0.129 0.226 h = walking ------------------------------------------------------- 0.037 0.806 0.751 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.948 0.948 0.948 a = climbing down 0.043 0.761 0.897 0.823 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.009 0.945 0.960 0.953 d = lying 0.024 0.858 0.954 0.904 e = sitting 0.009 0.928 0.894 0.911 f = standing 0.003 0.984 0.902 0.941 g = running 0.013 0.917 0.791 0.849 h = walking ------------------------------------------------------- 0.015 0.911 0.905 0.906 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.052 0.633 0.556 0.592 a = climbing down 0.160 0.517 0.957 0.671 b = climbing up 0.000 0.986 0.973 0.980 c = jumping 0.004 0.970 0.877 0.921 d = lying 0.091 0.531 0.901 0.668 e = sitting 0.041 0.715 0.728 0.721 f = standing 0.001 0.996 0.662 0.796 g = running 0.006 0.773 0.138 0.235 h = walking ------------------------------------------------------- 0.047 0.759 0.693 0.675 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.042 0.631 0.636 0.634 a = climbing down 0.076 0.613 0.920 0.736 b = climbing up 0.000 0.984 0.356 0.523 c = jumping 0.020 0.858 0.815 0.836 d = lying 0.070 0.663 0.932 0.775 e = sitting 0.035 0.761 0.771 0.766 f = standing 0.016 0.940 0.773 0.848 g = running 0.011 0.897 0.566 0.694 h = walking ------------------------------------------------------- 0.034 0.797 0.765 0.764 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.765 0.823 a = climbing down 0.124 0.450 0.753 0.564 b = climbing up 0.000 0.988 0.994 0.991 c = jumping 0.019 0.888 0.902 0.895 d = lying 0.013 0.893 0.693 0.780 e = sitting 0.063 0.724 0.840 0.778 f = standing 0.001 0.995 0.975 0.985 g = running 0.032 0.708 0.433 0.537 h = walking ------------------------------------------------------- 0.036 0.801 0.772 0.774 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.133 0.454 0.815 0.583 a = climbing down 0.041 0.729 0.705 0.717 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.021 0.846 0.867 0.857 d = lying 0.044 0.759 0.756 0.758 e = sitting 0.054 0.679 0.686 0.682 f = standing 0.005 0.976 0.949 0.963 g = running 0.023 0.595 0.212 0.313 h = walking ------------------------------------------------------- 0.042 0.738 0.722 0.711 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.075 0.545 0.965 0.697 a = climbing down 0.051 0.772 0.552 0.644 b = climbing up 0.000 1.000 0.253 0.404 c = jumping 0.054 0.664 0.773 0.714 d = lying 0.029 0.695 0.616 0.653 e = sitting 0.105 0.526 0.666 0.588 f = standing 0.025 0.828 0.718 0.769 g = running 0.038 0.755 0.694 0.723 h = walking ------------------------------------------------------- 0.053 0.706 0.676 0.674 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.951 0.653 0.774 a = climbing down 0.018 0.811 0.614 0.699 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.007 0.960 0.977 0.969 d = lying 0.063 0.685 0.786 0.732 e = sitting 0.046 0.749 0.793 0.770 f = standing 0.001 0.993 0.797 0.884 g = running 0.081 0.665 0.973 0.790 h = walking ------------------------------------------------------- 0.031 0.835 0.811 0.812 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.889 0.869 0.879 a = climbing down 0.035 0.756 0.921 0.830 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.009 0.925 0.660 0.770 d = lying 0.051 0.477 0.258 0.335 e = sitting 0.172 0.470 0.795 0.591 f = standing 0.014 0.930 0.980 0.954 g = running 0.005 0.969 0.798 0.875 h = walking ------------------------------------------------------- 0.045 0.771 0.747 0.742 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.020 0.804 0.684 0.739 a = climbing down 0.042 0.749 0.700 0.723 b = climbing up 0.000 1.000 0.892 0.943 c = jumping 0.000 0.997 0.559 0.717 d = lying 0.054 0.671 0.745 0.706 e = sitting 0.104 0.528 0.702 0.602 f = standing 0.006 0.967 0.996 0.981 g = running 0.057 0.746 0.869 0.803 h = walking ------------------------------------------------------- 0.040 0.786 0.758 0.760 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.913 0.815 0.861 a = climbing down 0.056 0.710 0.893 0.791 b = climbing up 0.000 0.994 0.951 0.972 c = jumping 0.005 0.972 0.989 0.980 d = lying 0.112 0.581 0.932 0.715 e = sitting 0.012 0.800 0.286 0.421 f = standing 0.001 0.992 0.997 0.995 g = running 0.015 0.904 0.781 0.838 h = walking ------------------------------------------------------- 0.029 0.843 0.818 0.805 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.961 0.638 0.767 a = climbing down 0.127 0.520 0.932 0.668 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.000 0.999 0.921 0.959 d = lying 0.148 0.551 0.935 0.693 e = sitting 0.021 0.559 0.155 0.242 f = standing 0.007 0.961 0.999 0.980 g = running 0.016 0.840 0.458 0.593 h = walking ------------------------------------------------------- 0.047 0.765 0.725 0.701 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.112 0.283 0.613 0.387 a = climbing down 0.008 0.819 0.250 0.384 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.003 0.982 0.979 0.981 d = lying 0.090 0.660 0.928 0.771 e = sitting 0.014 0.868 0.497 0.632 f = standing 0.060 0.753 0.990 0.856 g = running 0.009 0.940 0.747 0.833 h = walking ------------------------------------------------------- 0.036 0.804 0.740 0.733 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.885 0.739 0.805 a = climbing down 0.141 0.478 0.894 0.623 b = climbing up 0.000 1.000 0.473 0.643 c = jumping 0.005 0.968 0.947 0.957 d = lying 0.045 0.619 0.519 0.565 e = sitting 0.074 0.622 0.740 0.676 f = standing 0.019 0.908 0.993 0.949 g = running 0.016 0.764 0.285 0.416 h = walking ------------------------------------------------------- 0.042 0.764 0.728 0.716 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.102 0.523 0.868 0.652 a = climbing down 0.100 0.633 0.946 0.758 b = climbing up 0.002 0.889 0.980 0.932 c = jumping 0.014 0.927 0.969 0.947 d = lying 0.077 0.306 0.269 0.286 e = sitting 0.088 0.421 0.422 0.422 f = standing 0.004 0.970 0.732 0.835 g = running 0.002 0.969 0.290 0.446 h = walking ------------------------------------------------------- 0.050 0.712 0.661 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.055 0.692 0.929 0.793 a = climbing down 0.008 0.927 0.748 0.828 b = climbing up 0.000 1.000 0.915 0.956 c = jumping 0.140 0.560 0.984 0.714 d = lying 0.001 0.995 0.995 0.995 e = sitting 0.002 0.936 0.200 0.330 f = standing 0.003 0.982 1.000 0.991 g = running 0.031 0.803 0.711 0.754 h = walking ------------------------------------------------------- 0.035 0.845 0.794 0.771 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.042 0.739 0.942 0.828 a = climbing down 0.103 0.554 0.873 0.678 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.017 0.900 0.958 0.928 d = lying 0.033 0.821 0.974 0.891 e = sitting 0.010 0.932 0.861 0.896 f = standing 0.000 1.000 0.854 0.921 g = running 0.009 0.849 0.278 0.419 h = walking ------------------------------------------------------- 0.028 0.843 0.813 0.797 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.472 0.122 0.194 a = climbing down 0.103 0.563 0.762 0.648 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.007 0.942 0.678 0.789 d = lying 0.098 0.580 0.976 0.728 e = sitting 0.051 0.672 0.757 0.712 f = standing 0.002 0.986 0.631 0.769 g = running 0.093 0.565 0.820 0.669 h = walking ------------------------------------------------------- 0.049 0.708 0.675 0.656 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.172 0.407 0.956 0.571 a = climbing down 0.008 0.922 0.710 0.802 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.028 0.811 0.770 0.790 d = lying 0.049 0.719 0.957 0.821 e = sitting 0.037 0.729 0.699 0.714 f = standing 0.009 0.967 0.872 0.917 g = running 0.026 0.249 0.049 0.081 h = walking ------------------------------------------------------- 0.040 0.713 0.711 0.685 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.103 0.544 0.845 0.662 a = climbing down 0.108 0.492 0.728 0.587 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.103 0.589 0.788 0.674 d = lying 0.013 0.913 0.915 0.914 e = sitting 0.046 0.558 0.346 0.428 f = standing 0.003 0.983 0.995 0.989 g = running 0.021 0.255 0.040 0.069 h = walking ------------------------------------------------------- 0.050 0.542 0.582 0.540 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.288 0.309 0.949 0.466 a = climbing down 0.015 0.583 0.134 0.218 b = climbing up 0.000 1.000 0.547 0.707 c = jumping 0.047 0.676 0.563 0.614 d = lying 0.034 0.770 0.789 0.779 e = sitting 0.102 0.458 0.522 0.488 f = standing 0.007 0.963 0.948 0.955 g = running 0.007 0.469 0.039 0.071 h = walking ------------------------------------------------------- 0.064 0.626 0.564 0.528 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.113 0.469 0.941 0.626 a = climbing down 0.068 0.699 0.521 0.597 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.047 0.562 0.411 0.475 d = lying 0.024 0.805 0.967 0.879 e = sitting 0.130 0.490 0.746 0.591 f = standing 0.035 0.771 0.731 0.750 g = running 0.021 0.765 0.403 0.528 h = walking ------------------------------------------------------- 0.062 0.665 0.622 0.609 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.744 0.832 a = climbing down 0.024 0.831 0.855 0.843 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.022 0.891 0.973 0.930 d = lying 0.042 0.774 0.966 0.859 e = sitting 0.012 0.900 0.809 0.852 f = standing 0.002 0.988 0.809 0.889 g = running 0.035 0.829 0.953 0.887 h = walking ------------------------------------------------------- 0.020 0.887 0.877 0.876 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.814 0.846 0.830 a = climbing down 0.014 0.851 0.654 0.739 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.007 0.944 0.698 0.802 d = lying 0.015 0.911 0.797 0.850 e = sitting 0.083 0.639 0.923 0.755 f = standing 0.010 0.952 0.997 0.974 g = running 0.032 0.840 0.910 0.874 h = walking ------------------------------------------------------- 0.025 0.859 0.841 0.841 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.031 0.746 0.654 0.697 a = climbing down 0.049 0.746 0.817 0.780 b = climbing up 0.000 1.000 0.858 0.924 c = jumping 0.018 0.722 0.287 0.411 d = lying 0.023 0.858 0.873 0.866 e = sitting 0.122 0.448 0.768 0.566 f = standing 0.006 0.964 0.965 0.965 g = running 0.042 0.788 0.802 0.795 h = walking ------------------------------------------------------- 0.038 0.770 0.747 0.740 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.779 0.688 0.731 a = climbing down 0.103 0.584 0.936 0.719 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.005 0.962 0.754 0.846 d = lying 0.064 0.670 0.877 0.760 e = sitting 0.057 0.638 0.598 0.617 f = standing 0.004 0.976 0.996 0.986 g = running 0.012 0.889 0.509 0.647 h = walking ------------------------------------------------------- 0.036 0.798 0.766 0.764 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.882 0.651 0.749 a = climbing down 0.161 0.464 0.961 0.626 b = climbing up 0.000 0.988 0.929 0.958 c = jumping 0.001 0.992 0.926 0.958 d = lying 0.089 0.682 0.958 0.797 e = sitting 0.016 0.832 0.481 0.610 f = standing 0.005 0.972 0.997 0.985 g = running 0.006 0.878 0.239 0.376 h = walking ------------------------------------------------------- 0.040 0.820 0.753 0.735 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.081 0.413 0.808 0.546 a = climbing down 0.004 0.928 0.311 0.465 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.020 0.893 0.876 0.884 d = lying 0.027 0.859 0.989 0.920 e = sitting 0.017 0.889 0.772 0.826 f = standing 0.024 0.885 0.998 0.938 g = running 0.015 0.930 0.958 0.944 h = walking ------------------------------------------------------- 0.022 0.868 0.834 0.825 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.896 0.644 0.750 a = climbing down 0.116 0.553 0.924 0.692 b = climbing up 0.001 0.976 0.982 0.979 c = jumping 0.018 0.903 0.938 0.920 d = lying 0.019 0.837 0.664 0.740 e = sitting 0.053 0.718 0.851 0.779 f = standing 0.000 0.999 0.944 0.971 g = running 0.022 0.812 0.534 0.645 h = walking ------------------------------------------------------- 0.033 0.824 0.793 0.793 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.053 0.651 0.792 0.715 a = climbing down 0.100 0.606 0.881 0.718 b = climbing up 0.001 0.915 0.869 0.891 c = jumping 0.017 0.910 0.964 0.936 d = lying 0.082 0.418 0.361 0.388 e = sitting 0.093 0.413 0.446 0.429 f = standing 0.003 0.983 0.843 0.908 g = running 0.009 0.907 0.492 0.638 h = walking ------------------------------------------------------- 0.048 0.715 0.691 0.687 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.191 0.407 0.964 0.572 a = climbing down 0.049 0.599 0.530 0.563 b = climbing up 0.006 0.760 0.944 0.842 c = jumping 0.005 0.974 0.992 0.983 d = lying 0.001 0.993 0.963 0.978 e = sitting 0.007 0.957 0.962 0.960 f = standing 0.001 0.992 0.959 0.975 g = running 0.003 0.414 0.010 0.020 h = walking ------------------------------------------------------- 0.031 0.774 0.769 0.728 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.922 0.924 a = climbing down 0.040 0.761 0.858 0.807 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.017 0.904 0.987 0.944 d = lying 0.026 0.851 0.929 0.888 e = sitting 0.003 0.975 0.834 0.899 f = standing 0.011 0.948 0.921 0.934 g = running 0.020 0.879 0.786 0.830 h = walking ------------------------------------------------------- 0.017 0.896 0.892 0.892 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.012 0.892 0.658 0.758 a = climbing down 0.118 0.589 0.958 0.729 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.006 0.956 0.805 0.874 d = lying 0.050 0.737 0.957 0.833 e = sitting 0.033 0.734 0.725 0.729 f = standing 0.001 0.998 0.874 0.932 g = running 0.010 0.890 0.538 0.670 h = walking ------------------------------------------------------- 0.032 0.840 0.802 0.803 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.138 0.442 0.923 0.598 a = climbing down 0.019 0.843 0.744 0.791 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.043 0.746 0.826 0.784 d = lying 0.050 0.704 0.908 0.793 e = sitting 0.039 0.686 0.590 0.635 f = standing 0.001 0.996 0.854 0.919 g = running 0.036 0.414 0.143 0.213 h = walking ------------------------------------------------------- 0.039 0.726 0.713 0.697 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.869 0.875 a = climbing down 0.062 0.650 0.838 0.732 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.038 0.817 0.953 0.880 d = lying 0.018 0.894 0.967 0.929 e = sitting 0.012 0.908 0.677 0.776 f = standing 0.001 0.994 1.000 0.997 g = running 0.021 0.851 0.667 0.748 h = walking ------------------------------------------------------- 0.023 0.865 0.855 0.854 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.829 0.904 0.865 a = climbing down 0.031 0.804 0.808 0.806 b = climbing up 0.000 0.993 0.836 0.908 c = jumping 0.003 0.980 0.852 0.911 d = lying 0.058 0.688 0.871 0.769 e = sitting 0.041 0.711 0.636 0.672 f = standing 0.007 0.965 0.981 0.973 g = running 0.023 0.852 0.785 0.817 h = walking ------------------------------------------------------- 0.025 0.844 0.838 0.838 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.945 0.860 a = climbing down 0.068 0.711 0.556 0.624 b = climbing up 0.000 1.000 0.028 0.054 c = jumping 0.043 0.653 0.548 0.596 d = lying 0.028 0.779 0.979 0.868 e = sitting 0.119 0.508 0.736 0.601 f = standing 0.040 0.796 0.966 0.873 g = running 0.015 0.877 0.612 0.721 h = walking ------------------------------------------------------- 0.051 0.731 0.712 0.700 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.966 0.677 0.796 a = climbing down 0.049 0.696 0.814 0.750 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.025 0.869 0.998 0.929 d = lying 0.049 0.770 0.886 0.824 e = sitting 0.024 0.789 0.701 0.743 f = standing 0.004 0.980 0.827 0.897 g = running 0.040 0.788 0.846 0.816 h = walking ------------------------------------------------------- 0.027 0.845 0.833 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.911 0.914 0.913 a = climbing down 0.014 0.818 0.603 0.695 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.001 0.991 0.770 0.867 d = lying 0.025 0.839 0.673 0.747 e = sitting 0.096 0.604 0.902 0.723 f = standing 0.003 0.983 0.991 0.987 g = running 0.037 0.828 0.934 0.878 h = walking ------------------------------------------------------- 0.026 0.861 0.840 0.841 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.054 0.640 0.741 0.687 a = climbing down 0.142 0.496 0.894 0.638 b = climbing up 0.000 1.000 0.086 0.159 c = jumping 0.006 0.957 0.768 0.852 d = lying 0.052 0.762 0.927 0.836 e = sitting 0.027 0.749 0.620 0.678 f = standing 0.022 0.860 0.740 0.796 g = running 0.021 0.811 0.465 0.591 h = walking ------------------------------------------------------- 0.044 0.766 0.720 0.715 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.861 0.728 0.788 a = climbing down 0.067 0.677 0.891 0.769 b = climbing up 0.000 0.975 0.951 0.963 c = jumping 0.002 0.986 0.984 0.985 d = lying 0.078 0.689 0.958 0.801 e = sitting 0.009 0.898 0.497 0.640 f = standing 0.001 0.993 0.997 0.995 g = running 0.015 0.905 0.750 0.820 h = walking ------------------------------------------------------- 0.026 0.863 0.841 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.899 0.604 0.723 a = climbing down 0.213 0.426 0.963 0.590 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.001 0.995 0.975 0.985 d = lying 0.096 0.652 0.970 0.780 e = sitting 0.006 0.885 0.315 0.464 f = standing 0.002 0.987 0.999 0.993 g = running 0.008 0.639 0.078 0.140 h = walking ------------------------------------------------------- 0.048 0.780 0.715 0.674 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.084 0.366 0.721 0.486 a = climbing down 0.147 0.289 0.395 0.334 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 0.998 0.786 0.879 d = lying 0.010 0.949 0.965 0.957 e = sitting 0.040 0.789 0.965 0.868 f = standing 0.034 0.849 0.998 0.918 g = running 0.000 0.993 0.216 0.354 h = walking ------------------------------------------------------- 0.037 0.804 0.722 0.711 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.075 0.602 0.887 0.717 a = climbing down 0.140 0.369 0.545 0.440 b = climbing up 0.000 0.987 0.950 0.968 c = jumping 0.017 0.898 0.896 0.897 d = lying 0.045 0.745 0.786 0.765 e = sitting 0.038 0.745 0.713 0.729 f = standing 0.005 0.975 0.971 0.973 g = running 0.002 0.956 0.227 0.367 h = walking ------------------------------------------------------- 0.042 0.775 0.719 0.708 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.067 0.609 0.860 0.713 a = climbing down 0.179 0.471 0.931 0.626 b = climbing up 0.006 0.713 0.810 0.758 c = jumping 0.027 0.832 0.767 0.798 d = lying 0.094 0.412 0.365 0.387 e = sitting 0.134 0.173 0.195 0.184 f = standing 0.004 0.968 0.718 0.824 g = running 0.001 0.919 0.067 0.124 h = walking ------------------------------------------------------- 0.070 0.639 0.557 0.526 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.027 0.825 0.950 0.883 a = climbing down 0.027 0.803 0.838 0.820 b = climbing up 0.006 0.766 0.970 0.856 c = jumping 0.049 0.788 0.991 0.878 d = lying 0.002 0.988 0.987 0.987 e = sitting 0.002 0.986 0.715 0.829 f = standing 0.002 0.989 0.958 0.974 g = running 0.014 0.910 0.776 0.838 h = walking ------------------------------------------------------- 0.017 0.900 0.889 0.888 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.941 0.896 0.918 a = climbing down 0.042 0.737 0.799 0.767 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.016 0.906 0.954 0.930 d = lying 0.040 0.786 0.988 0.876 e = sitting 0.007 0.953 0.849 0.898 f = standing 0.001 0.996 0.841 0.912 g = running 0.029 0.836 0.814 0.825 h = walking ------------------------------------------------------- 0.019 0.886 0.877 0.878 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.120 0.297 0.334 0.314 a = climbing down 0.146 0.490 0.807 0.610 b = climbing up 0.005 0.747 0.993 0.853 c = jumping 0.021 0.851 0.740 0.791 d = lying 0.082 0.551 0.695 0.615 e = sitting 0.079 0.504 0.591 0.544 f = standing 0.009 0.946 0.670 0.785 g = running 0.035 0.031 0.007 0.012 h = walking ------------------------------------------------------- 0.066 0.557 0.570 0.550 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.130 0.467 0.923 0.620 a = climbing down 0.026 0.824 0.879 0.851 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.015 0.898 0.849 0.873 d = lying 0.052 0.702 0.944 0.805 e = sitting 0.027 0.798 0.750 0.773 f = standing 0.004 0.984 0.871 0.924 g = running 0.013 0.700 0.176 0.281 h = walking ------------------------------------------------------- 0.032 0.799 0.765 0.747 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.013 0.897 0.805 0.848 a = climbing down 0.107 0.529 0.862 0.656 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.078 0.666 0.882 0.759 d = lying 0.026 0.846 0.913 0.878 e = sitting 0.028 0.721 0.425 0.535 f = standing 0.002 0.988 0.990 0.989 g = running 0.016 0.839 0.480 0.611 h = walking ------------------------------------------------------- 0.037 0.793 0.767 0.759 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.770 0.845 0.806 a = climbing down 0.030 0.809 0.818 0.813 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.014 0.903 0.828 0.864 d = lying 0.027 0.814 0.805 0.809 e = sitting 0.055 0.700 0.767 0.732 f = standing 0.006 0.972 0.981 0.976 g = running 0.013 0.912 0.833 0.871 h = walking ------------------------------------------------------- 0.024 0.849 0.844 0.845 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.868 0.851 0.859 a = climbing down 0.065 0.735 0.592 0.656 b = climbing up 0.000 1.000 0.816 0.899 c = jumping 0.021 0.742 0.445 0.556 d = lying 0.023 0.809 0.931 0.866 e = sitting 0.129 0.531 0.868 0.659 f = standing 0.012 0.931 0.957 0.944 g = running 0.037 0.775 0.723 0.748 h = walking ------------------------------------------------------- 0.047 0.765 0.747 0.743 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.917 0.880 0.898 a = climbing down 0.027 0.812 0.870 0.840 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.952 0.980 0.966 d = lying 0.045 0.796 0.960 0.870 e = sitting 0.010 0.914 0.870 0.891 f = standing 0.001 0.997 0.824 0.902 g = running 0.019 0.890 0.874 0.882 h = walking ------------------------------------------------------- 0.017 0.903 0.896 0.897 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.041 0.731 0.932 0.819 a = climbing down 0.010 0.851 0.477 0.611 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.005 0.966 0.736 0.836 d = lying 0.025 0.838 0.691 0.757 e = sitting 0.093 0.604 0.899 0.723 f = standing 0.008 0.960 0.985 0.972 g = running 0.044 0.783 0.848 0.814 h = walking ------------------------------------------------------- 0.031 0.830 0.806 0.803 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.042 0.707 0.730 0.718 a = climbing down 0.044 0.776 0.879 0.824 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.003 0.960 0.441 0.605 d = lying 0.030 0.831 0.942 0.883 e = sitting 0.086 0.548 0.811 0.654 f = standing 0.005 0.970 0.830 0.895 g = running 0.024 0.880 0.886 0.883 h = walking ------------------------------------------------------- 0.031 0.826 0.796 0.793 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.813 0.885 a = climbing down 0.040 0.777 0.935 0.849 b = climbing up 0.000 1.000 0.884 0.939 c = jumping 0.007 0.959 0.972 0.965 d = lying 0.048 0.766 0.954 0.850 e = sitting 0.011 0.906 0.662 0.765 f = standing 0.004 0.979 0.998 0.989 g = running 0.015 0.915 0.870 0.892 h = walking ------------------------------------------------------- 0.018 0.899 0.889 0.888 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.954 0.654 0.776 a = climbing down 0.121 0.535 0.945 0.683 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.995 0.971 0.983 d = lying 0.116 0.620 0.983 0.761 e = sitting 0.006 0.899 0.309 0.460 f = standing 0.003 0.984 0.999 0.992 g = running 0.013 0.867 0.480 0.618 h = walking ------------------------------------------------------- 0.038 0.836 0.774 0.760 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.265 0.098 0.416 0.158 a = climbing down 0.003 0.840 0.102 0.182 b = climbing up 0.000 1.000 0.879 0.935 c = jumping 0.013 0.931 0.960 0.945 d = lying 0.011 0.943 0.962 0.952 e = sitting 0.007 0.952 0.878 0.914 f = standing 0.073 0.723 1.000 0.839 g = running 0.005 0.738 0.069 0.126 h = walking ------------------------------------------------------- 0.035 0.807 0.658 0.639 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.750 0.830 a = climbing down 0.097 0.577 0.909 0.706 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.004 0.977 0.928 0.952 d = lying 0.025 0.775 0.598 0.675 e = sitting 0.068 0.678 0.896 0.772 f = standing 0.002 0.987 0.937 0.961 g = running 0.022 0.826 0.573 0.677 h = walking ------------------------------------------------------- 0.030 0.833 0.804 0.805 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.814 0.848 a = climbing down 0.024 0.860 0.877 0.869 b = climbing up 0.000 0.991 0.810 0.892 c = jumping 0.005 0.897 0.253 0.395 d = lying 0.127 0.261 0.377 0.308 e = sitting 0.212 0.253 0.342 0.291 f = standing 0.005 0.973 0.956 0.965 g = running 0.023 0.877 0.944 0.909 h = walking ------------------------------------------------------- 0.060 0.721 0.650 0.656 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.063 0.670 0.941 0.783 a = climbing down 0.118 0.490 0.828 0.616 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.000 0.999 0.973 0.986 d = lying 0.014 0.916 0.966 0.941 e = sitting 0.004 0.975 0.916 0.945 f = standing 0.008 0.959 1.000 0.979 g = running 0.005 0.792 0.107 0.189 h = walking ------------------------------------------------------- 0.026 0.846 0.814 0.782 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.908 0.924 0.916 a = climbing down 0.028 0.820 0.856 0.838 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.022 0.881 0.990 0.932 d = lying 0.026 0.855 0.972 0.910 e = sitting 0.005 0.967 0.845 0.902 f = standing 0.001 0.994 0.884 0.936 g = running 0.021 0.882 0.845 0.863 h = walking ------------------------------------------------------- 0.015 0.907 0.902 0.902 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.042 0.517 0.295 0.376 a = climbing down 0.130 0.544 0.875 0.671 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.956 0.787 0.864 d = lying 0.089 0.606 0.966 0.745 e = sitting 0.036 0.704 0.667 0.685 f = standing 0.000 0.999 0.701 0.824 g = running 0.035 0.716 0.610 0.659 h = walking ------------------------------------------------------- 0.045 0.743 0.708 0.704 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.099 0.520 0.923 0.665 a = climbing down 0.011 0.892 0.651 0.753 b = climbing up 0.000 1.000 0.844 0.916 c = jumping 0.051 0.688 0.757 0.721 d = lying 0.060 0.692 0.958 0.803 e = sitting 0.037 0.727 0.633 0.677 f = standing 0.005 0.978 0.796 0.878 g = running 0.046 0.605 0.415 0.493 h = walking ------------------------------------------------------- 0.038 0.760 0.730 0.729 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.017 0.847 0.728 0.783 a = climbing down 0.063 0.577 0.596 0.586 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.045 0.798 0.927 0.858 d = lying 0.019 0.872 0.924 0.897 e = sitting 0.022 0.829 0.641 0.723 f = standing 0.000 0.998 0.998 0.998 g = running 0.064 0.680 0.732 0.705 h = walking ------------------------------------------------------- 0.029 0.700 0.693 0.694 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.080 0.573 0.792 0.665 a = climbing down 0.036 0.764 0.747 0.755 b = climbing up 0.005 0.800 0.994 0.886 c = jumping 0.008 0.950 0.855 0.900 d = lying 0.027 0.806 0.771 0.788 e = sitting 0.055 0.697 0.810 0.749 f = standing 0.003 0.984 0.943 0.963 g = running 0.029 0.751 0.533 0.623 h = walking ------------------------------------------------------- 0.031 0.802 0.788 0.789 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.055 0.624 0.832 0.713 a = climbing down 0.070 0.698 0.551 0.616 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.065 0.561 0.525 0.543 d = lying 0.033 0.745 0.962 0.840 e = sitting 0.112 0.469 0.576 0.517 f = standing 0.058 0.727 0.972 0.832 g = running 0.012 0.876 0.495 0.632 h = walking ------------------------------------------------------- 0.059 0.679 0.655 0.641 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.731 0.835 a = climbing down 0.015 0.867 0.744 0.801 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.004 0.977 0.993 0.985 d = lying 0.073 0.639 0.902 0.748 e = sitting 0.021 0.877 0.792 0.832 f = standing 0.001 0.994 0.792 0.882 g = running 0.055 0.749 0.977 0.848 h = walking ------------------------------------------------------- 0.023 0.876 0.852 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.016 0.861 0.863 0.862 a = climbing down 0.009 0.876 0.636 0.737 b = climbing up 0.000 0.993 0.873 0.929 c = jumping 0.010 0.943 0.830 0.883 d = lying 0.029 0.814 0.660 0.729 e = sitting 0.080 0.654 0.881 0.751 f = standing 0.007 0.964 0.998 0.981 g = running 0.031 0.851 0.962 0.903 h = walking ------------------------------------------------------- 0.026 0.856 0.845 0.843 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.816 0.552 0.658 a = climbing down 0.072 0.632 0.821 0.714 b = climbing up 0.000 1.000 0.680 0.810 c = jumping 0.004 0.975 0.939 0.957 d = lying 0.038 0.770 0.796 0.783 e = sitting 0.037 0.775 0.770 0.773 f = standing 0.010 0.944 0.972 0.958 g = running 0.044 0.766 0.772 0.769 h = walking ------------------------------------------------------- 0.031 0.818 0.810 0.809 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.039 0.711 0.831 0.766 a = climbing down 0.069 0.673 0.862 0.756 b = climbing up 0.000 0.980 0.797 0.879 c = jumping 0.000 0.999 0.992 0.996 d = lying 0.072 0.598 0.696 0.643 e = sitting 0.048 0.637 0.541 0.585 f = standing 0.004 0.979 0.998 0.988 g = running 0.006 0.949 0.604 0.738 h = walking ------------------------------------------------------- 0.032 0.809 0.793 0.791 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.536 0.692 a = climbing down 0.208 0.419 0.976 0.586 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.963 0.975 d = lying 0.095 0.643 0.912 0.754 e = sitting 0.019 0.707 0.326 0.446 f = standing 0.004 0.980 1.000 0.990 g = running 0.008 0.765 0.140 0.237 h = walking ------------------------------------------------------- 0.047 0.785 0.710 0.679 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.402 0.740 0.521 a = climbing down 0.013 0.672 0.174 0.277 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.002 0.989 0.809 0.890 d = lying 0.079 0.679 0.966 0.797 e = sitting 0.036 0.700 0.536 0.607 f = standing 0.035 0.847 0.998 0.917 g = running 0.041 0.824 0.896 0.859 h = walking ------------------------------------------------------- 0.036 0.773 0.755 0.734 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.732 0.816 a = climbing down 0.082 0.612 0.852 0.712 b = climbing up 0.000 0.993 0.918 0.954 c = jumping 0.022 0.880 0.946 0.912 d = lying 0.008 0.847 0.309 0.453 e = sitting 0.103 0.598 0.882 0.713 f = standing 0.002 0.989 0.986 0.988 g = running 0.031 0.798 0.660 0.723 h = walking ------------------------------------------------------- 0.036 0.810 0.780 0.770 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.034 0.729 0.732 0.730 a = climbing down 0.059 0.739 0.970 0.839 b = climbing up 0.000 0.986 0.959 0.972 c = jumping 0.008 0.954 0.864 0.906 d = lying 0.063 0.320 0.246 0.278 e = sitting 0.114 0.514 0.619 0.562 f = standing 0.004 0.972 0.804 0.880 g = running 0.008 0.948 0.857 0.900 h = walking ------------------------------------------------------- 0.041 0.760 0.751 0.750 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.016 0.886 0.929 0.907 a = climbing down 0.061 0.632 0.805 0.708 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.032 0.844 0.943 0.890 d = lying 0.015 0.913 0.973 0.942 e = sitting 0.010 0.931 0.751 0.831 f = standing 0.005 0.972 1.000 0.986 g = running 0.022 0.838 0.628 0.718 h = walking ------------------------------------------------------- 0.021 0.869 0.861 0.859 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.942 0.948 0.945 a = climbing down 0.102 0.582 0.949 0.721 b = climbing up 0.000 0.978 1.000 0.989 c = jumping 0.035 0.804 0.886 0.843 d = lying 0.033 0.813 0.969 0.884 e = sitting 0.019 0.868 0.768 0.815 f = standing 0.004 0.975 0.838 0.902 g = running 0.008 0.911 0.435 0.589 h = walking ------------------------------------------------------- 0.028 0.851 0.819 0.813 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.752 0.642 0.693 a = climbing down 0.054 0.748 0.930 0.829 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.031 0.814 0.861 0.837 d = lying 0.107 0.562 0.996 0.719 e = sitting 0.013 0.855 0.564 0.680 f = standing 0.001 0.997 0.642 0.781 g = running 0.026 0.811 0.767 0.789 h = walking ------------------------------------------------------- 0.035 0.809 0.770 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.089 0.523 0.806 0.634 a = climbing down 0.026 0.807 0.810 0.809 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.020 0.858 0.790 0.822 d = lying 0.086 0.609 0.983 0.752 e = sitting 0.028 0.811 0.790 0.801 f = standing 0.002 0.990 0.710 0.827 g = running 0.026 0.764 0.483 0.592 h = walking ------------------------------------------------------- 0.034 0.798 0.756 0.758 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.031 0.797 0.843 0.819 a = climbing down 0.070 0.557 0.621 0.588 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.037 0.819 0.879 0.848 d = lying 0.013 0.903 0.870 0.886 e = sitting 0.039 0.757 0.719 0.737 f = standing 0.001 0.996 0.991 0.994 g = running 0.046 0.711 0.618 0.661 h = walking ------------------------------------------------------- 0.030 0.693 0.693 0.692 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.040 0.735 0.800 0.766 a = climbing down 0.073 0.651 0.867 0.744 b = climbing up 0.000 1.000 0.888 0.941 c = jumping 0.017 0.870 0.711 0.782 d = lying 0.020 0.843 0.729 0.782 e = sitting 0.082 0.628 0.822 0.712 f = standing 0.007 0.964 0.964 0.964 g = running 0.011 0.890 0.545 0.676 h = walking ------------------------------------------------------- 0.034 0.807 0.784 0.783 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.050 0.659 0.861 0.746 a = climbing down 0.080 0.687 0.583 0.631 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.069 0.555 0.640 0.595 d = lying 0.037 0.707 0.874 0.782 e = sitting 0.096 0.511 0.573 0.540 f = standing 0.023 0.870 0.962 0.914 g = running 0.028 0.752 0.500 0.601 h = walking ------------------------------------------------------- 0.057 0.686 0.673 0.662 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.915 0.836 0.874 a = climbing down 0.019 0.838 0.762 0.798 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.009 0.951 0.970 0.961 d = lying 0.048 0.729 0.912 0.811 e = sitting 0.020 0.884 0.872 0.878 f = standing 0.001 0.994 0.818 0.897 g = running 0.037 0.807 0.924 0.861 h = walking ------------------------------------------------------- 0.019 0.884 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.778 0.866 0.819 a = climbing down 0.007 0.908 0.611 0.730 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.013 0.920 0.775 0.841 d = lying 0.019 0.865 0.642 0.737 e = sitting 0.095 0.609 0.888 0.722 f = standing 0.016 0.920 0.998 0.958 g = running 0.031 0.840 0.901 0.869 h = walking ------------------------------------------------------- 0.030 0.840 0.819 0.818 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.889 0.731 0.802 a = climbing down 0.047 0.755 0.838 0.794 b = climbing up 0.000 1.000 0.911 0.954 c = jumping 0.007 0.941 0.642 0.764 d = lying 0.021 0.862 0.872 0.867 e = sitting 0.074 0.643 0.842 0.729 f = standing 0.003 0.985 0.994 0.990 g = running 0.032 0.833 0.869 0.851 h = walking ------------------------------------------------------- 0.028 0.847 0.832 0.832 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.843 0.888 a = climbing down 0.034 0.798 0.880 0.837 b = climbing up 0.000 1.000 0.812 0.897 c = jumping 0.006 0.966 0.979 0.972 d = lying 0.042 0.665 0.570 0.614 e = sitting 0.067 0.674 0.743 0.707 f = standing 0.007 0.962 0.998 0.980 g = running 0.017 0.899 0.878 0.889 h = walking ------------------------------------------------------- 0.026 0.846 0.845 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.896 0.616 0.730 a = climbing down 0.167 0.457 0.971 0.622 b = climbing up 0.053 0.297 0.984 0.456 c = jumping 0.001 0.996 0.881 0.935 d = lying 0.120 0.604 0.947 0.738 e = sitting 0.027 0.666 0.302 0.416 f = standing 0.007 0.938 0.640 0.761 g = running 0.002 0.966 0.250 0.397 h = walking ------------------------------------------------------- 0.048 0.777 0.664 0.650 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.268 0.168 0.711 0.271 a = climbing down 0.001 0.935 0.076 0.140 b = climbing up 0.000 0.987 0.915 0.950 c = jumping 0.003 0.982 0.979 0.981 d = lying 0.130 0.553 0.983 0.708 e = sitting 0.003 0.946 0.298 0.454 f = standing 0.038 0.825 0.994 0.901 g = running 0.014 0.553 0.085 0.147 h = walking ------------------------------------------------------- 0.047 0.755 0.588 0.548 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.858 0.810 0.833 a = climbing down 0.058 0.642 0.718 0.678 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.020 0.892 0.924 0.908 d = lying 0.017 0.795 0.459 0.582 e = sitting 0.088 0.625 0.834 0.715 f = standing 0.001 0.994 0.959 0.976 g = running 0.036 0.793 0.764 0.778 h = walking ------------------------------------------------------- 0.033 0.807 0.795 0.793 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.042 0.696 0.804 0.746 a = climbing down 0.068 0.694 0.926 0.794 b = climbing up 0.000 0.982 0.818 0.892 c = jumping 0.007 0.939 0.645 0.765 d = lying 0.116 0.393 0.482 0.433 e = sitting 0.136 0.321 0.342 0.331 f = standing 0.007 0.953 0.781 0.858 g = running 0.011 0.917 0.733 0.814 h = walking ------------------------------------------------------- 0.055 0.706 0.668 0.677 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.087 0.604 0.977 0.747 a = climbing down 0.011 0.879 0.596 0.710 b = climbing up 0.009 0.699 0.981 0.817 c = jumping 0.000 0.997 0.985 0.991 d = lying 0.015 0.915 0.979 0.946 e = sitting 0.004 0.970 0.903 0.935 f = standing 0.003 0.985 0.942 0.963 g = running 0.017 0.879 0.673 0.762 h = walking ------------------------------------------------------- 0.018 0.895 0.872 0.872 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.976 0.971 a = climbing down 0.013 0.898 0.788 0.840 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.927 0.992 0.958 d = lying 0.026 0.843 0.954 0.895 e = sitting 0.007 0.956 0.890 0.922 f = standing 0.001 0.995 0.892 0.941 g = running 0.032 0.845 0.930 0.885 h = walking ------------------------------------------------------- 0.013 0.921 0.917 0.917 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.799 0.721 0.758 a = climbing down 0.119 0.584 0.957 0.725 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.007 0.951 0.866 0.906 d = lying 0.067 0.674 0.954 0.790 e = sitting 0.021 0.797 0.658 0.721 f = standing 0.001 0.995 0.832 0.906 g = running 0.007 0.885 0.396 0.547 h = walking ------------------------------------------------------- 0.034 0.826 0.785 0.781 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.766 0.871 0.815 a = climbing down 0.025 0.829 0.880 0.854 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.039 0.758 0.830 0.792 d = lying 0.052 0.720 0.946 0.818 e = sitting 0.033 0.766 0.706 0.735 f = standing 0.004 0.984 0.803 0.885 g = running 0.018 0.874 0.758 0.812 h = walking ------------------------------------------------------- 0.026 0.837 0.824 0.825 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.765 0.853 0.807 a = climbing down 0.107 0.451 0.651 0.533 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.004 0.977 0.887 0.930 d = lying 0.018 0.879 0.849 0.863 e = sitting 0.041 0.789 0.876 0.830 f = standing 0.004 0.982 1.000 0.991 g = running 0.039 0.638 0.372 0.470 h = walking ------------------------------------------------------- 0.032 0.798 0.787 0.784 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.106 0.516 0.847 0.641 a = climbing down 0.020 0.835 0.665 0.740 b = climbing up 0.001 0.971 0.988 0.980 c = jumping 0.009 0.937 0.845 0.889 d = lying 0.036 0.770 0.673 0.719 e = sitting 0.071 0.624 0.759 0.685 f = standing 0.008 0.962 0.959 0.961 g = running 0.021 0.808 0.549 0.654 h = walking ------------------------------------------------------- 0.035 0.794 0.765 0.768 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.763 0.920 0.834 a = climbing down 0.046 0.789 0.566 0.659 b = climbing up 0.000 1.000 0.259 0.411 c = jumping 0.047 0.656 0.667 0.661 d = lying 0.030 0.713 0.724 0.719 e = sitting 0.109 0.518 0.671 0.585 f = standing 0.029 0.846 0.975 0.906 g = running 0.038 0.769 0.724 0.746 h = walking ------------------------------------------------------- 0.048 0.732 0.718 0.714 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.752 0.834 a = climbing down 0.126 0.502 0.980 0.664 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.004 0.977 0.993 0.985 d = lying 0.078 0.614 0.708 0.658 e = sitting 0.056 0.689 0.700 0.694 f = standing 0.001 0.994 0.832 0.905 g = running 0.005 0.933 0.375 0.535 h = walking ------------------------------------------------------- 0.036 0.818 0.761 0.761 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.052 0.659 0.901 0.761 a = climbing down 0.028 0.668 0.585 0.624 b = climbing up 0.000 1.000 0.957 0.978 c = jumping 0.003 0.980 0.830 0.899 d = lying 0.037 0.637 0.358 0.458 e = sitting 0.142 0.533 0.833 0.650 f = standing 0.012 0.941 0.994 0.967 g = running 0.001 0.994 0.777 0.872 h = walking ------------------------------------------------------- 0.039 0.790 0.763 0.760 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.063 0.581 0.707 0.638 a = climbing down 0.049 0.576 0.447 0.504 b = climbing up 0.001 0.929 0.822 0.872 c = jumping 0.004 0.979 0.935 0.956 d = lying 0.062 0.669 0.821 0.737 e = sitting 0.033 0.771 0.643 0.701 f = standing 0.006 0.950 0.669 0.785 g = running 0.090 0.633 0.846 0.724 h = walking ------------------------------------------------------- 0.042 0.752 0.733 0.733 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.883 0.876 a = climbing down 0.060 0.708 0.907 0.795 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.000 0.998 0.994 0.996 d = lying 0.052 0.742 0.869 0.801 e = sitting 0.023 0.818 0.660 0.730 f = standing 0.002 0.988 0.999 0.993 g = running 0.007 0.950 0.707 0.811 h = walking ------------------------------------------------------- 0.022 0.874 0.863 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.881 0.741 0.805 a = climbing down 0.164 0.472 0.938 0.628 b = climbing up 0.022 0.520 0.979 0.679 c = jumping 0.001 0.992 0.953 0.972 d = lying 0.087 0.619 0.755 0.680 e = sitting 0.045 0.552 0.389 0.457 f = standing 0.009 0.941 0.855 0.896 g = running 0.008 0.844 0.232 0.364 h = walking ------------------------------------------------------- 0.046 0.755 0.698 0.683 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.181 0.234 0.825 0.365 a = climbing down 0.043 0.499 0.274 0.354 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.000 0.999 0.913 0.954 d = lying 0.097 0.642 0.947 0.765 e = sitting 0.023 0.724 0.389 0.506 f = standing 0.027 0.877 1.000 0.934 g = running 0.003 0.957 0.310 0.469 h = walking ------------------------------------------------------- 0.040 0.764 0.666 0.660 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.852 0.882 a = climbing down 0.029 0.804 0.828 0.816 b = climbing up 0.000 0.993 0.943 0.968 c = jumping 0.012 0.935 0.962 0.948 d = lying 0.038 0.707 0.641 0.672 e = sitting 0.050 0.734 0.783 0.757 f = standing 0.001 0.992 0.980 0.986 g = running 0.022 0.882 0.908 0.895 h = walking ------------------------------------------------------- 0.022 0.860 0.860 0.859 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.196 0.391 0.939 0.552 a = climbing down 0.036 0.735 0.651 0.690 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.026 0.867 0.977 0.918 d = lying 0.092 0.503 0.473 0.488 e = sitting 0.079 0.335 0.281 0.306 f = standing 0.005 0.969 0.990 0.979 g = running 0.001 0.825 0.039 0.075 h = walking ------------------------------------------------------- 0.058 0.678 0.621 0.582 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.196 0.434 0.945 0.595 a = climbing down 0.014 0.488 0.425 0.454 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.048 0.799 0.918 0.854 d = lying 0.001 0.994 0.963 0.978 e = sitting 0.023 0.870 0.764 0.814 f = standing 0.001 0.992 0.995 0.994 g = running 0.004 0.854 0.095 0.171 h = walking ------------------------------------------------------- 0.041 0.823 0.754 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.780 0.922 0.845 a = climbing down 0.092 0.587 0.847 0.693 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.012 0.935 0.952 0.943 d = lying 0.050 0.748 0.932 0.830 e = sitting 0.015 0.872 0.760 0.812 f = standing 0.000 0.999 0.836 0.911 g = running 0.009 0.919 0.519 0.663 h = walking ------------------------------------------------------- 0.027 0.849 0.820 0.819 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.461 0.385 0.419 a = climbing down 0.157 0.533 0.918 0.675 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.993 0.757 0.860 d = lying 0.057 0.664 0.968 0.788 e = sitting 0.034 0.772 0.796 0.784 f = standing 0.002 0.991 0.809 0.891 g = running 0.012 0.769 0.284 0.415 h = walking ------------------------------------------------------- 0.047 0.756 0.715 0.706 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.085 0.519 0.753 0.615 a = climbing down 0.058 0.650 0.780 0.709 b = climbing up 0.000 1.000 0.563 0.720 c = jumping 0.027 0.741 0.476 0.580 d = lying 0.064 0.647 0.903 0.754 e = sitting 0.084 0.512 0.623 0.562 f = standing 0.012 0.953 0.850 0.899 g = running 0.032 0.672 0.385 0.489 h = walking ------------------------------------------------------- 0.045 0.709 0.683 0.678 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.783 0.754 0.768 a = climbing down 0.166 0.401 0.771 0.528 b = climbing up 0.008 0.665 0.959 0.785 c = jumping 0.039 0.775 0.759 0.767 d = lying 0.097 0.616 0.931 0.741 e = sitting 0.025 0.729 0.389 0.507 f = standing 0.001 0.996 0.948 0.971 g = running 0.013 0.508 0.087 0.149 h = walking ------------------------------------------------------- 0.050 0.698 0.673 0.645 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.261 0.294 0.835 0.435 a = climbing down 0.017 0.736 0.268 0.392 b = climbing up 0.006 0.718 0.992 0.833 c = jumping 0.032 0.775 0.787 0.781 d = lying 0.073 0.587 0.716 0.645 e = sitting 0.063 0.594 0.515 0.551 f = standing 0.000 0.997 0.865 0.926 g = running 0.027 0.307 0.071 0.115 h = walking ------------------------------------------------------- 0.059 0.633 0.579 0.562 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.810 0.740 0.774 a = climbing down 0.049 0.730 0.464 0.567 b = climbing up 0.000 1.000 0.808 0.894 c = jumping 0.071 0.608 0.756 0.674 d = lying 0.023 0.864 0.964 0.911 e = sitting 0.104 0.498 0.649 0.564 f = standing 0.010 0.938 0.969 0.953 g = running 0.025 0.849 0.850 0.849 h = walking ------------------------------------------------------- 0.043 0.758 0.746 0.742 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.936 0.638 0.759 a = climbing down 0.060 0.661 0.835 0.738 b = climbing up 0.000 0.994 0.959 0.976 c = jumping 0.008 0.952 0.967 0.959 d = lying 0.018 0.903 0.948 0.925 e = sitting 0.017 0.869 0.881 0.875 f = standing 0.002 0.991 0.927 0.958 g = running 0.036 0.797 0.826 0.811 h = walking ------------------------------------------------------- 0.019 0.883 0.873 0.873 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.063 0.529 0.813 0.641 a = climbing down 0.041 0.582 0.447 0.506 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.027 0.687 0.333 0.448 d = lying 0.027 0.798 0.521 0.630 e = sitting 0.184 0.421 0.836 0.560 f = standing 0.008 0.961 0.982 0.971 g = running 0.018 0.897 0.804 0.848 h = walking ------------------------------------------------------- 0.048 0.730 0.680 0.678 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.905 0.553 0.687 a = climbing down 0.046 0.722 0.663 0.691 b = climbing up 0.000 0.987 0.956 0.971 c = jumping 0.003 0.936 0.243 0.386 d = lying 0.055 0.711 0.887 0.790 e = sitting 0.116 0.458 0.722 0.560 f = standing 0.002 0.989 0.983 0.986 g = running 0.099 0.610 0.877 0.719 h = walking ------------------------------------------------------- 0.045 0.773 0.716 0.701 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.860 0.771 0.813 a = climbing down 0.040 0.756 0.817 0.785 b = climbing up 0.001 0.973 0.857 0.911 c = jumping 0.007 0.959 0.966 0.962 d = lying 0.053 0.727 0.932 0.817 e = sitting 0.015 0.873 0.635 0.735 f = standing 0.004 0.977 0.997 0.987 g = running 0.027 0.854 0.865 0.859 h = walking ------------------------------------------------------- 0.022 0.865 0.859 0.857 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.093 0.539 0.890 0.671 a = climbing down 0.045 0.690 0.595 0.639 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.008 0.951 0.889 0.919 d = lying 0.047 0.652 0.707 0.678 e = sitting 0.034 0.770 0.614 0.683 f = standing 0.046 0.801 0.996 0.888 g = running 0.034 0.664 0.401 0.500 h = walking ------------------------------------------------------- 0.041 0.744 0.733 0.725 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.238 0.170 0.710 0.274 a = climbing down 0.007 0.881 0.365 0.516 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.020 0.898 0.937 0.917 d = lying 0.012 0.937 0.968 0.952 e = sitting 0.009 0.945 0.845 0.892 f = standing 0.051 0.777 1.000 0.874 g = running 0.000 0.912 0.024 0.047 h = walking ------------------------------------------------------- 0.030 0.849 0.693 0.672 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.717 0.710 0.714 a = climbing down 0.165 0.462 0.903 0.612 b = climbing up 0.023 0.454 0.994 0.623 c = jumping 0.033 0.835 0.937 0.883 d = lying 0.019 0.862 0.686 0.764 e = sitting 0.044 0.745 0.811 0.777 f = standing 0.000 1.000 0.729 0.843 g = running 0.012 0.743 0.193 0.307 h = walking ------------------------------------------------------- 0.042 0.769 0.714 0.701 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.092 0.500 0.657 0.567 a = climbing down 0.081 0.550 0.606 0.577 b = climbing up 0.000 1.000 0.038 0.074 c = jumping 0.053 0.722 0.742 0.732 d = lying 0.066 0.396 0.344 0.368 e = sitting 0.120 0.279 0.287 0.283 f = standing 0.015 0.889 0.645 0.748 g = running 0.072 0.643 0.704 0.672 h = walking ------------------------------------------------------- 0.069 0.592 0.570 0.567 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.230 0.397 0.951 0.560 a = climbing down 0.010 0.301 0.134 0.186 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.035 0.780 0.595 0.675 d = lying 0.014 0.937 0.896 0.916 e = sitting 0.103 0.606 0.770 0.678 f = standing 0.001 0.987 1.000 0.994 g = running 0.003 0.056 0.001 0.002 h = walking ------------------------------------------------------- 0.059 0.611 0.663 0.612 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.045 0.690 0.904 0.783 a = climbing down 0.077 0.635 0.836 0.722 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.041 0.800 0.937 0.863 d = lying 0.016 0.905 0.939 0.921 e = sitting 0.016 0.860 0.698 0.771 f = standing 0.001 0.993 0.924 0.957 g = running 0.009 0.911 0.508 0.652 h = walking ------------------------------------------------------- 0.027 0.843 0.821 0.818 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.100 0.422 0.481 0.450 a = climbing down 0.087 0.648 0.828 0.727 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.003 0.972 0.810 0.884 d = lying 0.088 0.560 0.979 0.713 e = sitting 0.024 0.810 0.682 0.741 f = standing 0.002 0.989 0.768 0.865 g = running 0.016 0.800 0.460 0.584 h = walking ------------------------------------------------------- 0.043 0.765 0.720 0.725 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.070 0.572 0.789 0.663 a = climbing down 0.033 0.752 0.679 0.714 b = climbing up 0.000 0.989 0.623 0.764 c = jumping 0.032 0.725 0.552 0.627 d = lying 0.070 0.655 0.966 0.780 e = sitting 0.065 0.609 0.657 0.632 f = standing 0.010 0.957 0.813 0.879 g = running 0.035 0.746 0.618 0.676 h = walking ------------------------------------------------------- 0.040 0.747 0.725 0.726 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.075 0.601 0.785 0.681 a = climbing down 0.110 0.452 0.618 0.522 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.043 0.774 0.780 0.777 d = lying 0.019 0.881 0.964 0.921 e = sitting 0.039 0.749 0.674 0.709 f = standing 0.000 0.998 0.999 0.998 g = running 0.027 0.596 0.242 0.344 h = walking ------------------------------------------------------- 0.043 0.733 0.728 0.717 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.164 0.292 0.524 0.375 a = climbing down 0.050 0.713 0.702 0.708 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.021 0.841 0.797 0.818 d = lying 0.026 0.793 0.695 0.741 e = sitting 0.069 0.674 0.800 0.732 f = standing 0.002 0.991 0.952 0.971 g = running 0.049 0.244 0.095 0.136 h = walking ------------------------------------------------------- 0.050 0.670 0.668 0.659 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.509 0.114 0.186 a = climbing down 0.114 0.529 0.447 0.485 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.131 0.509 0.925 0.656 d = lying 0.015 0.891 0.787 0.836 e = sitting 0.111 0.260 0.246 0.252 f = standing 0.023 0.846 0.805 0.825 g = running 0.080 0.625 0.816 0.708 h = walking ------------------------------------------------------- 0.075 0.602 0.590 0.566 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.957 0.492 0.650 a = climbing down 0.060 0.634 0.783 0.701 b = climbing up 0.000 0.994 0.954 0.974 c = jumping 0.010 0.942 0.956 0.949 d = lying 0.027 0.822 0.861 0.841 e = sitting 0.032 0.819 0.869 0.843 f = standing 0.001 0.994 0.910 0.950 g = running 0.063 0.684 0.810 0.742 h = walking ------------------------------------------------------- 0.026 0.848 0.830 0.829 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.073 0.482 0.773 0.594 a = climbing down 0.021 0.531 0.181 0.271 b = climbing up 0.001 0.915 0.618 0.738 c = jumping 0.070 0.418 0.273 0.330 d = lying 0.050 0.639 0.445 0.524 e = sitting 0.164 0.425 0.747 0.542 f = standing 0.014 0.933 0.988 0.959 g = running 0.047 0.783 0.886 0.831 h = walking ------------------------------------------------------- 0.060 0.626 0.620 0.598 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.903 0.456 0.606 a = climbing down 0.035 0.706 0.487 0.577 b = climbing up 0.000 1.000 0.900 0.947 c = jumping 0.013 0.862 0.447 0.589 d = lying 0.039 0.771 0.916 0.837 e = sitting 0.100 0.554 0.733 0.631 f = standing 0.003 0.985 0.987 0.986 g = running 0.133 0.541 0.938 0.686 h = walking ------------------------------------------------------- 0.047 0.763 0.718 0.709 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.001 0.951 0.150 0.260 a = climbing down 0.166 0.465 0.958 0.626 b = climbing up 0.052 0.255 0.815 0.388 c = jumping 0.079 0.684 0.954 0.797 d = lying 0.048 0.482 0.301 0.371 e = sitting 0.079 0.503 0.474 0.488 f = standing 0.005 0.962 0.661 0.784 g = running 0.014 0.891 0.629 0.737 h = walking ------------------------------------------------------- 0.056 0.698 0.611 0.593 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.025 0.756 0.638 0.692 a = climbing down 0.117 0.549 0.910 0.685 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.002 0.989 0.872 0.927 d = lying 0.107 0.506 0.898 0.647 e = sitting 0.029 0.746 0.417 0.535 f = standing 0.001 0.993 0.997 0.995 g = running 0.014 0.844 0.469 0.603 h = walking ------------------------------------------------------- 0.038 0.790 0.742 0.737 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.200 0.932 0.329 a = climbing down 0.004 0.910 0.286 0.436 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.002 0.988 0.919 0.953 d = lying 0.151 0.525 0.989 0.686 e = sitting 0.010 0.770 0.187 0.301 f = standing 0.003 0.986 0.996 0.991 g = running 0.025 0.082 0.011 0.019 h = walking ------------------------------------------------------- 0.046 0.670 0.592 0.553 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.700 0.669 0.684 a = climbing down 0.158 0.424 0.686 0.524 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.057 0.749 0.908 0.821 d = lying 0.017 0.698 0.270 0.389 e = sitting 0.101 0.535 0.706 0.609 f = standing 0.000 0.997 0.922 0.958 g = running 0.041 0.530 0.267 0.355 h = walking ------------------------------------------------------- 0.058 0.671 0.650 0.634 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.706 0.804 a = climbing down 0.077 0.630 0.837 0.719 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.015 0.920 0.960 0.940 d = lying 0.092 0.443 0.454 0.449 e = sitting 0.081 0.422 0.382 0.401 f = standing 0.002 0.987 0.998 0.993 g = running 0.026 0.843 0.775 0.807 h = walking ------------------------------------------------------- 0.042 0.749 0.741 0.740 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.120 0.551 0.926 0.691 a = climbing down 0.080 0.160 0.495 0.241 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.958 0.976 0.967 d = lying 0.018 0.927 0.977 0.951 e = sitting 0.007 0.962 0.878 0.918 f = standing 0.000 0.997 1.000 0.998 g = running 0.002 0.919 0.113 0.200 h = walking ------------------------------------------------------- 0.025 0.871 0.789 0.765 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.047 0.694 0.951 0.803 a = climbing down 0.163 0.423 0.742 0.539 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.012 0.934 0.977 0.955 d = lying 0.054 0.502 0.343 0.407 e = sitting 0.107 0.421 0.568 0.484 f = standing 0.000 0.998 0.950 0.973 g = running 0.003 0.853 0.107 0.189 h = walking ------------------------------------------------------- 0.050 0.718 0.664 0.633 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.204 0.350 0.714 0.470 a = climbing down 0.100 0.600 0.767 0.674 b = climbing up 0.004 0.759 0.992 0.860 c = jumping 0.002 0.981 0.782 0.871 d = lying 0.103 0.344 0.465 0.395 e = sitting 0.140 0.317 0.504 0.389 f = standing 0.000 0.996 0.282 0.440 g = running 0.012 0.089 0.008 0.014 h = walking ------------------------------------------------------- 0.073 0.579 0.505 0.481 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.019 0.802 0.678 0.735 a = climbing down 0.084 0.569 0.803 0.666 b = climbing up 0.001 0.913 0.417 0.573 c = jumping 0.027 0.762 0.585 0.662 d = lying 0.095 0.577 0.917 0.708 e = sitting 0.067 0.616 0.693 0.652 f = standing 0.013 0.934 0.621 0.746 g = running 0.036 0.776 0.729 0.752 h = walking ------------------------------------------------------- 0.045 0.744 0.703 0.705 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.674 0.766 0.717 a = climbing down 0.140 0.438 0.778 0.561 b = climbing up 0.000 1.000 0.582 0.736 c = jumping 0.008 0.955 0.904 0.929 d = lying 0.030 0.795 0.688 0.738 e = sitting 0.067 0.689 0.828 0.752 f = standing 0.008 0.959 0.991 0.974 g = running 0.009 0.669 0.111 0.191 h = walking ------------------------------------------------------- 0.041 0.758 0.732 0.709 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.570 0.548 0.558 a = climbing down 0.045 0.733 0.669 0.699 b = climbing up 0.018 0.472 1.000 0.642 c = jumping 0.009 0.933 0.919 0.926 d = lying 0.057 0.542 0.468 0.502 e = sitting 0.087 0.557 0.652 0.601 f = standing 0.001 0.996 0.847 0.916 g = running 0.088 0.543 0.621 0.579 h = walking ------------------------------------------------------- 0.047 0.704 0.688 0.691 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.484 0.294 0.366 a = climbing down 0.151 0.530 0.592 0.559 b = climbing up 0.000 1.000 0.023 0.044 c = jumping 0.043 0.711 0.720 0.715 d = lying 0.062 0.650 0.754 0.698 e = sitting 0.080 0.590 0.731 0.653 f = standing 0.023 0.867 0.952 0.908 g = running 0.012 0.893 0.617 0.730 h = walking ------------------------------------------------------- 0.066 0.680 0.666 0.656 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.972 0.707 0.818 a = climbing down 0.054 0.707 0.900 0.792 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.945 0.997 0.971 d = lying 0.042 0.723 0.667 0.694 e = sitting 0.063 0.654 0.732 0.690 f = standing 0.000 0.999 0.924 0.960 g = running 0.022 0.860 0.826 0.843 h = walking ------------------------------------------------------- 0.026 0.844 0.833 0.834 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.003 0.943 0.519 0.669 a = climbing down 0.139 0.411 0.934 0.571 b = climbing up 0.000 1.000 0.410 0.581 c = jumping 0.018 0.892 0.810 0.849 d = lying 0.053 0.491 0.249 0.330 e = sitting 0.161 0.433 0.749 0.549 f = standing 0.026 0.883 0.980 0.929 g = running 0.001 0.993 0.439 0.609 h = walking ------------------------------------------------------- 0.052 0.735 0.651 0.645 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.912 0.537 0.676 a = climbing down 0.050 0.605 0.492 0.543 b = climbing up 0.000 1.000 0.806 0.893 c = jumping 0.004 0.975 0.935 0.955 d = lying 0.096 0.557 0.831 0.667 e = sitting 0.033 0.698 0.427 0.530 f = standing 0.006 0.968 0.995 0.981 g = running 0.109 0.570 0.864 0.687 h = walking ------------------------------------------------------- 0.042 0.764 0.737 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.060 0.618 0.831 0.709 a = climbing down 0.046 0.635 0.509 0.565 b = climbing up 0.001 0.941 0.902 0.921 c = jumping 0.000 0.997 0.973 0.985 d = lying 0.132 0.527 0.942 0.676 e = sitting 0.010 0.708 0.150 0.248 f = standing 0.003 0.985 0.993 0.989 g = running 0.029 0.841 0.814 0.827 h = walking ------------------------------------------------------- 0.037 0.778 0.756 0.732 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.697 0.637 0.665 a = climbing down 0.138 0.505 0.725 0.595 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.989 0.967 0.978 d = lying 0.043 0.636 0.598 0.616 e = sitting 0.034 0.596 0.332 0.427 f = standing 0.077 0.709 0.999 0.829 g = running 0.040 0.619 0.378 0.469 h = walking ------------------------------------------------------- 0.054 0.690 0.687 0.672 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.192 0.241 0.915 0.382 a = climbing down 0.049 0.657 0.535 0.590 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 1.000 0.885 0.939 d = lying 0.060 0.720 0.853 0.781 e = sitting 0.044 0.691 0.631 0.660 f = standing 0.013 0.931 1.000 0.964 g = running 0.001 0.929 0.082 0.151 h = walking ------------------------------------------------------- 0.037 0.795 0.677 0.660 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.748 0.784 0.766 a = climbing down 0.051 0.638 0.596 0.616 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.020 0.895 0.993 0.941 d = lying 0.084 0.607 0.759 0.674 e = sitting 0.031 0.727 0.499 0.592 f = standing 0.001 0.997 0.940 0.967 g = running 0.042 0.764 0.788 0.776 h = walking ------------------------------------------------------- 0.036 0.780 0.776 0.773 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.036 0.692 0.597 0.641 a = climbing down 0.111 0.562 0.928 0.700 b = climbing up 0.000 1.000 0.682 0.811 c = jumping 0.011 0.942 0.984 0.963 d = lying 0.033 0.655 0.343 0.451 e = sitting 0.109 0.521 0.777 0.624 f = standing 0.008 0.949 0.827 0.884 g = running 0.010 0.917 0.641 0.755 h = walking ------------------------------------------------------- 0.043 0.761 0.726 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.147 0.504 0.939 0.656 a = climbing down 0.002 0.286 0.022 0.040 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.082 0.592 0.576 0.584 d = lying 0.131 0.623 0.911 0.739 e = sitting 0.072 0.234 0.107 0.147 f = standing 0.009 0.928 1.000 0.962 g = running 0.012 0.884 0.429 0.578 h = walking ------------------------------------------------------- 0.074 0.611 0.621 0.580 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.026 0.805 0.944 0.869 a = climbing down 0.036 0.768 0.750 0.759 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.028 0.856 0.952 0.901 d = lying 0.029 0.817 0.832 0.824 e = sitting 0.032 0.768 0.769 0.769 f = standing 0.002 0.989 0.864 0.922 g = running 0.022 0.877 0.818 0.846 h = walking ------------------------------------------------------- 0.023 0.853 0.849 0.849 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.073 0.516 0.523 0.519 a = climbing down 0.124 0.588 0.933 0.721 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.950 0.843 0.893 d = lying 0.081 0.569 0.955 0.713 e = sitting 0.025 0.832 0.743 0.785 f = standing 0.001 0.995 0.691 0.815 g = running 0.004 0.929 0.387 0.547 h = walking ------------------------------------------------------- 0.042 0.788 0.728 0.727 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.685 0.644 0.663 a = climbing down 0.102 0.504 0.783 0.613 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.052 0.707 0.827 0.762 d = lying 0.029 0.789 0.801 0.795 e = sitting 0.059 0.597 0.581 0.589 f = standing 0.008 0.973 0.904 0.937 g = running 0.005 0.945 0.548 0.694 h = walking ------------------------------------------------------- 0.036 0.779 0.746 0.750 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.649 0.810 0.720 a = climbing down 0.107 0.468 0.653 0.545 b = climbing up 0.000 0.983 0.934 0.958 c = jumping 0.027 0.852 0.895 0.873 d = lying 0.036 0.765 0.706 0.734 e = sitting 0.059 0.668 0.660 0.664 f = standing 0.008 0.960 0.998 0.979 g = running 0.026 0.581 0.235 0.334 h = walking ------------------------------------------------------- 0.043 0.723 0.721 0.709 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.139 0.390 0.696 0.500 a = climbing down 0.031 0.747 0.556 0.638 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.023 0.826 0.769 0.796 d = lying 0.062 0.552 0.535 0.544 e = sitting 0.089 0.609 0.682 0.644 f = standing 0.003 0.986 0.938 0.962 g = running 0.042 0.604 0.386 0.471 h = walking ------------------------------------------------------- 0.052 0.693 0.664 0.668 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.700 0.699 0.700 a = climbing down 0.061 0.681 0.448 0.540 b = climbing up 0.000 1.000 0.213 0.351 c = jumping 0.066 0.603 0.750 0.669 d = lying 0.017 0.836 0.576 0.682 e = sitting 0.162 0.373 0.599 0.460 f = standing 0.027 0.850 0.961 0.902 g = running 0.046 0.731 0.750 0.740 h = walking ------------------------------------------------------- 0.059 0.688 0.652 0.651 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.783 0.853 a = climbing down 0.059 0.664 0.895 0.762 b = climbing up 0.000 0.994 0.977 0.986 c = jumping 0.008 0.952 0.973 0.962 d = lying 0.026 0.820 0.707 0.759 e = sitting 0.057 0.708 0.824 0.761 f = standing 0.001 0.997 0.955 0.976 g = running 0.018 0.874 0.744 0.804 h = walking ------------------------------------------------------- 0.023 0.861 0.848 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.703 0.842 0.766 a = climbing down 0.094 0.533 0.831 0.650 b = climbing up 0.000 1.000 0.776 0.874 c = jumping 0.033 0.743 0.538 0.624 d = lying 0.052 0.524 0.287 0.371 e = sitting 0.173 0.429 0.811 0.561 f = standing 0.010 0.952 0.977 0.964 g = running 0.005 0.948 0.450 0.610 h = walking ------------------------------------------------------- 0.053 0.709 0.655 0.647 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.677 0.764 a = climbing down 0.051 0.711 0.739 0.725 b = climbing up 0.000 0.993 0.844 0.912 c = jumping 0.001 0.988 0.549 0.706 d = lying 0.043 0.688 0.666 0.677 e = sitting 0.124 0.523 0.771 0.623 f = standing 0.004 0.977 0.993 0.985 g = running 0.052 0.727 0.837 0.778 h = walking ------------------------------------------------------- 0.041 0.790 0.753 0.756 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.920 0.871 0.895 a = climbing down 0.038 0.783 0.911 0.842 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.006 0.970 0.987 0.978 d = lying 0.093 0.599 0.920 0.726 e = sitting 0.013 0.844 0.407 0.550 f = standing 0.005 0.975 1.000 0.987 g = running 0.011 0.933 0.838 0.883 h = walking ------------------------------------------------------- 0.023 0.869 0.849 0.842 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.865 0.711 0.780 a = climbing down 0.082 0.631 0.864 0.729 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.989 0.916 0.951 d = lying 0.121 0.475 0.886 0.618 e = sitting 0.020 0.724 0.269 0.392 f = standing 0.011 0.944 0.998 0.970 g = running 0.028 0.801 0.669 0.729 h = walking ------------------------------------------------------- 0.035 0.792 0.758 0.747 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.280 0.186 0.954 0.311 a = climbing down 0.004 0.920 0.267 0.414 b = climbing up 0.001 0.942 0.982 0.961 c = jumping 0.001 0.996 0.960 0.978 d = lying 0.131 0.562 0.957 0.708 e = sitting 0.012 0.807 0.274 0.409 f = standing 0.007 0.963 0.985 0.974 g = running 0.006 0.200 0.007 0.014 h = walking ------------------------------------------------------- 0.041 0.702 0.601 0.566 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.050 0.620 0.677 0.647 a = climbing down 0.127 0.432 0.646 0.518 b = climbing up 0.000 1.000 0.786 0.880 c = jumping 0.012 0.934 0.948 0.941 d = lying 0.032 0.722 0.560 0.630 e = sitting 0.070 0.654 0.778 0.711 f = standing 0.007 0.965 0.995 0.980 g = running 0.031 0.651 0.322 0.431 h = walking ------------------------------------------------------- 0.044 0.731 0.715 0.709 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.800 0.729 0.763 a = climbing down 0.153 0.508 0.957 0.663 b = climbing up 0.000 0.992 0.864 0.924 c = jumping 0.043 0.737 0.648 0.690 d = lying 0.079 0.310 0.280 0.295 e = sitting 0.122 0.277 0.306 0.291 f = standing 0.007 0.962 0.997 0.979 g = running 0.005 0.926 0.334 0.490 h = walking ------------------------------------------------------- 0.059 0.673 0.624 0.616 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.060 0.688 0.848 0.759 a = climbing down 0.009 0.620 0.500 0.554 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.166 0.579 0.985 0.730 d = lying 0.001 0.995 0.992 0.994 e = sitting 0.003 0.918 0.189 0.314 f = standing 0.002 0.983 1.000 0.991 g = running 0.021 0.881 0.747 0.808 h = walking ------------------------------------------------------- 0.044 0.831 0.781 0.754 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.886 0.692 0.777 a = climbing down 0.192 0.435 0.982 0.603 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.033 0.833 0.963 0.893 d = lying 0.025 0.858 0.974 0.912 e = sitting 0.008 0.939 0.790 0.858 f = standing 0.001 0.995 0.877 0.932 g = running 0.018 0.121 0.013 0.023 h = walking ------------------------------------------------------- 0.038 0.723 0.752 0.713 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.078 0.457 0.434 0.445 a = climbing down 0.087 0.644 0.808 0.717 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.017 0.865 0.679 0.761 d = lying 0.063 0.643 0.990 0.780 e = sitting 0.046 0.697 0.732 0.714 f = standing 0.001 0.992 0.761 0.861 g = running 0.032 0.738 0.619 0.673 h = walking ------------------------------------------------------- 0.043 0.742 0.719 0.720 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.124 0.459 0.853 0.597 a = climbing down 0.028 0.777 0.706 0.740 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.025 0.825 0.759 0.791 d = lying 0.059 0.669 0.920 0.775 e = sitting 0.046 0.689 0.717 0.703 f = standing 0.004 0.984 0.815 0.891 g = running 0.042 0.481 0.222 0.304 h = walking ------------------------------------------------------- 0.040 0.732 0.712 0.704 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.662 0.796 0.723 a = climbing down 0.114 0.422 0.566 0.484 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.062 0.703 0.769 0.734 d = lying 0.021 0.869 0.965 0.914 e = sitting 0.037 0.727 0.570 0.639 f = standing 0.000 0.998 0.997 0.997 g = running 0.042 0.522 0.276 0.361 h = walking ------------------------------------------------------- 0.046 0.711 0.711 0.701 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.088 0.458 0.602 0.520 a = climbing down 0.047 0.662 0.553 0.602 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.029 0.828 0.774 0.800 d = lying 0.015 0.873 0.746 0.805 e = sitting 0.073 0.642 0.772 0.701 f = standing 0.001 0.994 0.968 0.981 g = running 0.044 0.724 0.679 0.700 h = walking ------------------------------------------------------- 0.040 0.757 0.742 0.746 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.054 0.622 0.874 0.727 a = climbing down 0.038 0.718 0.346 0.467 b = climbing up 0.000 1.000 0.185 0.313 c = jumping 0.041 0.607 0.443 0.512 d = lying 0.022 0.867 0.977 0.919 e = sitting 0.150 0.450 0.787 0.573 f = standing 0.018 0.889 0.905 0.897 g = running 0.038 0.782 0.816 0.798 h = walking ------------------------------------------------------- 0.050 0.716 0.688 0.672 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.854 0.742 0.794 a = climbing down 0.046 0.689 0.735 0.711 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.024 0.874 0.922 0.898 d = lying 0.026 0.851 0.973 0.908 e = sitting 0.020 0.840 0.804 0.822 f = standing 0.001 0.993 0.878 0.932 g = running 0.047 0.746 0.783 0.764 h = walking ------------------------------------------------------- 0.024 0.848 0.843 0.844 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.545 0.716 0.619 a = climbing down 0.014 0.735 0.293 0.419 b = climbing up 0.000 1.000 0.841 0.913 c = jumping 0.014 0.864 0.465 0.605 d = lying 0.018 0.899 0.834 0.866 e = sitting 0.114 0.562 0.902 0.692 f = standing 0.006 0.972 0.994 0.983 g = running 0.060 0.753 0.950 0.840 h = walking ------------------------------------------------------- 0.037 0.790 0.760 0.746 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.663 0.771 a = climbing down 0.100 0.634 0.966 0.765 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.017 0.729 0.276 0.401 d = lying 0.030 0.824 0.925 0.872 e = sitting 0.116 0.470 0.761 0.581 f = standing 0.002 0.991 0.973 0.982 g = running 0.016 0.874 0.633 0.734 h = walking ------------------------------------------------------- 0.039 0.789 0.750 0.740 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.060 0.640 0.832 0.723 a = climbing down 0.066 0.631 0.752 0.686 b = climbing up 0.000 1.000 0.601 0.751 c = jumping 0.031 0.832 0.850 0.841 d = lying 0.038 0.631 0.435 0.515 e = sitting 0.103 0.500 0.614 0.551 f = standing 0.021 0.894 0.998 0.943 g = running 0.012 0.883 0.514 0.650 h = walking ------------------------------------------------------- 0.045 0.731 0.713 0.707 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.064 0.603 0.795 0.686 a = climbing down 0.090 0.592 0.827 0.690 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.007 0.964 0.905 0.934 d = lying 0.068 0.626 0.924 0.746 e = sitting 0.022 0.836 0.598 0.697 f = standing 0.004 0.981 1.000 0.991 g = running 0.008 0.868 0.319 0.467 h = walking ------------------------------------------------------- 0.033 0.806 0.770 0.760 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.198 0.199 0.710 0.310 a = climbing down 0.003 0.906 0.182 0.302 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.012 0.930 0.832 0.878 d = lying 0.037 0.818 0.987 0.894 e = sitting 0.018 0.887 0.805 0.844 f = standing 0.044 0.801 1.000 0.890 g = running 0.014 0.845 0.361 0.506 h = walking ------------------------------------------------------- 0.032 0.824 0.705 0.704 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.671 0.564 0.613 a = climbing down 0.109 0.528 0.756 0.622 b = climbing up 0.000 1.000 0.143 0.250 c = jumping 0.018 0.893 0.824 0.857 d = lying 0.009 0.875 0.441 0.587 e = sitting 0.110 0.562 0.862 0.680 f = standing 0.007 0.962 0.956 0.959 g = running 0.063 0.580 0.489 0.531 h = walking ------------------------------------------------------- 0.049 0.736 0.699 0.693 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.040 0.749 0.858 0.799 a = climbing down 0.072 0.655 0.862 0.744 b = climbing up 0.000 0.983 0.847 0.910 c = jumping 0.012 0.932 0.902 0.917 d = lying 0.075 0.463 0.395 0.426 e = sitting 0.103 0.408 0.483 0.442 f = standing 0.006 0.967 0.982 0.975 g = running 0.012 0.893 0.545 0.677 h = walking ------------------------------------------------------- 0.043 0.739 0.723 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.714 0.916 0.802 a = climbing down 0.121 0.139 0.645 0.228 b = climbing up 0.000 0.993 0.980 0.987 c = jumping 0.018 0.927 0.992 0.959 d = lying 0.003 0.987 0.986 0.986 e = sitting 0.003 0.985 0.898 0.940 f = standing 0.001 0.989 0.998 0.994 g = running 0.002 0.957 0.163 0.279 h = walking ------------------------------------------------------- 0.016 0.909 0.811 0.804 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.019 0.839 0.926 0.881 a = climbing down 0.034 0.761 0.713 0.736 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.030 0.848 0.989 0.913 d = lying 0.028 0.796 0.714 0.753 e = sitting 0.034 0.773 0.709 0.740 f = standing 0.003 0.982 0.946 0.964 g = running 0.031 0.843 0.874 0.858 h = walking ------------------------------------------------------- 0.025 0.843 0.845 0.842 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.073 0.533 0.545 0.539 a = climbing down 0.164 0.493 0.805 0.611 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.006 0.955 0.752 0.841 d = lying 0.051 0.694 0.988 0.816 e = sitting 0.033 0.741 0.730 0.735 f = standing 0.001 0.997 0.837 0.910 g = running 0.014 0.707 0.222 0.338 h = walking ------------------------------------------------------- 0.048 0.748 0.708 0.700 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.099 0.520 0.898 0.659 a = climbing down 0.037 0.723 0.681 0.702 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.064 0.661 0.818 0.731 d = lying 0.057 0.667 0.872 0.756 e = sitting 0.049 0.581 0.475 0.523 f = standing 0.002 0.991 0.807 0.889 g = running 0.044 0.532 0.281 0.368 h = walking ------------------------------------------------------- 0.043 0.707 0.692 0.683 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.041 0.726 0.854 0.785 a = climbing down 0.086 0.538 0.711 0.612 b = climbing up 0.000 1.000 0.975 0.988 c = jumping 0.019 0.900 0.931 0.915 d = lying 0.032 0.833 0.959 0.891 e = sitting 0.013 0.908 0.739 0.815 f = standing 0.001 0.996 1.000 0.998 g = running 0.019 0.790 0.446 0.570 h = walking ------------------------------------------------------- 0.027 0.830 0.817 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.098 0.467 0.685 0.555 a = climbing down 0.047 0.689 0.628 0.657 b = climbing up 0.029 0.356 1.000 0.525 c = jumping 0.011 0.937 0.883 0.909 d = lying 0.027 0.760 0.617 0.681 e = sitting 0.066 0.661 0.795 0.722 f = standing 0.005 0.968 0.795 0.873 g = running 0.066 0.501 0.386 0.436 h = walking ------------------------------------------------------- 0.043 0.722 0.694 0.699 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.888 0.869 0.878 a = climbing down 0.028 0.849 0.560 0.675 b = climbing up 0.000 1.000 0.185 0.313 c = jumping 0.060 0.578 0.577 0.577 d = lying 0.025 0.853 0.981 0.912 e = sitting 0.122 0.454 0.654 0.536 f = standing 0.025 0.861 0.980 0.917 g = running 0.014 0.916 0.892 0.904 h = walking ------------------------------------------------------- 0.040 0.781 0.755 0.752 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.975 0.717 0.826 a = climbing down 0.038 0.761 0.865 0.810 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.006 0.964 0.997 0.980 d = lying 0.019 0.894 0.914 0.904 e = sitting 0.023 0.835 0.894 0.863 f = standing 0.002 0.988 0.901 0.943 g = running 0.031 0.837 0.920 0.877 h = walking ------------------------------------------------------- 0.016 0.902 0.894 0.895 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.781 0.880 0.828 a = climbing down 0.022 0.757 0.660 0.705 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.006 0.960 0.779 0.860 d = lying 0.019 0.873 0.618 0.724 e = sitting 0.105 0.590 0.921 0.719 f = standing 0.006 0.972 0.990 0.981 g = running 0.020 0.898 0.902 0.900 h = walking ------------------------------------------------------- 0.027 0.852 0.828 0.829 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.965 0.645 0.773 a = climbing down 0.069 0.670 0.847 0.748 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.005 0.970 0.917 0.943 d = lying 0.039 0.783 0.914 0.843 e = sitting 0.021 0.830 0.726 0.775 f = standing 0.002 0.988 0.992 0.990 g = running 0.039 0.788 0.814 0.801 h = walking ------------------------------------------------------- 0.025 0.861 0.847 0.847 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.031 0.756 0.820 0.787 a = climbing down 0.036 0.756 0.720 0.737 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.001 0.994 0.988 0.991 d = lying 0.051 0.743 0.937 0.828 e = sitting 0.012 0.899 0.676 0.772 f = standing 0.002 0.990 0.999 0.995 g = running 0.023 0.874 0.858 0.866 h = walking ------------------------------------------------------- 0.021 0.871 0.865 0.864 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.822 0.732 0.774 a = climbing down 0.107 0.588 0.858 0.698 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.984 0.986 0.985 d = lying 0.074 0.626 0.962 0.758 e = sitting 0.005 0.935 0.504 0.655 f = standing 0.002 0.987 0.999 0.993 g = running 0.025 0.760 0.457 0.570 h = walking ------------------------------------------------------- 0.032 0.827 0.796 0.789 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.262 0.187 0.885 0.309 a = climbing down 0.007 0.862 0.287 0.431 b = climbing up 0.002 0.894 1.000 0.944 c = jumping 0.000 1.000 0.532 0.695 d = lying 0.019 0.902 0.958 0.929 e = sitting 0.084 0.639 0.947 0.763 f = standing 0.013 0.933 0.996 0.964 g = running 0.001 0.939 0.083 0.153 h = walking ------------------------------------------------------- 0.034 0.842 0.646 0.632 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.687 0.773 a = climbing down 0.082 0.618 0.870 0.723 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.910 0.944 0.927 d = lying 0.020 0.858 0.711 0.777 e = sitting 0.043 0.763 0.866 0.811 f = standing 0.000 1.000 0.990 0.995 g = running 0.022 0.840 0.678 0.750 h = walking ------------------------------------------------------- 0.027 0.846 0.831 0.832 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.760 0.835 a = climbing down 0.103 0.590 0.957 0.730 b = climbing up 0.000 0.986 0.959 0.972 c = jumping 0.021 0.874 0.804 0.837 d = lying 0.065 0.498 0.352 0.413 e = sitting 0.130 0.353 0.494 0.412 f = standing 0.003 0.980 0.981 0.981 g = running 0.007 0.939 0.597 0.730 h = walking ------------------------------------------------------- 0.046 0.746 0.708 0.711 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.086 0.630 0.946 0.756 a = climbing down 0.011 0.622 0.618 0.620 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.029 0.886 0.985 0.933 d = lying 0.002 0.991 0.986 0.988 e = sitting 0.004 0.977 0.849 0.909 f = standing 0.001 0.987 0.997 0.992 g = running 0.005 0.959 0.590 0.730 h = walking ------------------------------------------------------- 0.020 0.904 0.879 0.878 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.920 0.947 0.933 a = climbing down 0.029 0.817 0.861 0.838 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.022 0.879 0.947 0.912 d = lying 0.041 0.772 0.916 0.838 e = sitting 0.011 0.922 0.783 0.847 f = standing 0.010 0.947 0.864 0.904 g = running 0.019 0.894 0.842 0.867 h = walking ------------------------------------------------------- 0.020 0.884 0.879 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.580 0.511 0.543 a = climbing down 0.091 0.649 0.871 0.744 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.013 0.892 0.661 0.759 d = lying 0.083 0.579 0.990 0.730 e = sitting 0.047 0.700 0.767 0.732 f = standing 0.001 0.992 0.675 0.803 g = running 0.016 0.860 0.686 0.763 h = walking ------------------------------------------------------- 0.041 0.772 0.733 0.734 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.126 0.439 0.804 0.568 a = climbing down 0.147 0.469 0.934 0.624 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.022 0.865 0.865 0.865 d = lying 0.039 0.727 0.812 0.767 e = sitting 0.039 0.728 0.737 0.732 f = standing 0.003 0.984 0.592 0.739 g = running 0.005 0.689 0.062 0.115 h = walking ------------------------------------------------------- 0.045 0.740 0.664 0.637 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.704 0.843 0.767 a = climbing down 0.111 0.423 0.569 0.485 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.054 0.744 0.876 0.805 d = lying 0.020 0.885 0.943 0.913 e = sitting 0.023 0.822 0.609 0.699 f = standing 0.001 0.997 0.997 0.997 g = running 0.033 0.594 0.308 0.406 h = walking ------------------------------------------------------- 0.039 0.755 0.749 0.741 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.067 0.512 0.554 0.532 a = climbing down 0.054 0.711 0.811 0.757 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.008 0.939 0.749 0.833 d = lying 0.029 0.778 0.723 0.750 e = sitting 0.080 0.645 0.840 0.730 f = standing 0.000 0.998 0.953 0.975 g = running 0.019 0.868 0.702 0.776 h = walking ------------------------------------------------------- 0.034 0.796 0.778 0.781 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.879 0.815 0.846 a = climbing down 0.026 0.839 0.477 0.608 b = climbing up 0.000 1.000 0.351 0.519 c = jumping 0.054 0.561 0.525 0.542 d = lying 0.039 0.788 0.962 0.866 e = sitting 0.121 0.479 0.705 0.570 f = standing 0.025 0.858 0.973 0.912 g = running 0.029 0.844 0.911 0.876 h = walking ------------------------------------------------------- 0.042 0.761 0.737 0.730 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.899 0.811 0.853 a = climbing down 0.043 0.727 0.835 0.777 b = climbing up 0.000 0.994 0.942 0.967 c = jumping 0.012 0.935 0.977 0.956 d = lying 0.013 0.925 0.939 0.932 e = sitting 0.015 0.884 0.887 0.886 f = standing 0.002 0.992 0.947 0.969 g = running 0.026 0.840 0.802 0.821 h = walking ------------------------------------------------------- 0.016 0.897 0.893 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.056 0.579 0.887 0.701 a = climbing down 0.015 0.732 0.326 0.451 b = climbing up 0.000 1.000 0.641 0.781 c = jumping 0.031 0.795 0.665 0.724 d = lying 0.027 0.805 0.548 0.653 e = sitting 0.113 0.555 0.884 0.682 f = standing 0.016 0.923 0.980 0.950 g = running 0.052 0.750 0.828 0.787 h = walking ------------------------------------------------------- 0.042 0.758 0.731 0.721 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.716 0.809 a = climbing down 0.087 0.664 0.956 0.784 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.007 0.906 0.392 0.547 d = lying 0.042 0.764 0.891 0.823 e = sitting 0.098 0.510 0.758 0.610 f = standing 0.002 0.987 0.979 0.983 g = running 0.011 0.917 0.714 0.803 h = walking ------------------------------------------------------- 0.034 0.823 0.780 0.775 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.947 0.892 0.919 a = climbing down 0.023 0.854 0.875 0.865 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.006 0.964 0.968 0.966 d = lying 0.049 0.741 0.941 0.829 e = sitting 0.013 0.892 0.661 0.759 f = standing 0.005 0.975 0.999 0.987 g = running 0.021 0.888 0.912 0.900 h = walking ------------------------------------------------------- 0.017 0.899 0.893 0.892 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.842 0.718 0.775 a = climbing down 0.086 0.632 0.916 0.748 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.982 0.940 0.961 d = lying 0.097 0.556 0.981 0.710 e = sitting 0.012 0.869 0.434 0.579 f = standing 0.001 0.994 0.998 0.996 g = running 0.022 0.802 0.541 0.646 h = walking ------------------------------------------------------- 0.030 0.831 0.792 0.786 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.273 0.124 0.564 0.203 a = climbing down 0.003 0.906 0.188 0.311 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.007 0.964 0.935 0.949 d = lying 0.017 0.914 0.979 0.945 e = sitting 0.009 0.944 0.903 0.923 f = standing 0.050 0.778 1.000 0.875 g = running 0.001 0.800 0.028 0.053 h = walking ------------------------------------------------------- 0.031 0.837 0.670 0.650 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.850 0.713 0.775 a = climbing down 0.075 0.608 0.775 0.681 b = climbing up 0.000 0.987 0.994 0.990 c = jumping 0.009 0.948 0.878 0.912 d = lying 0.014 0.882 0.735 0.802 e = sitting 0.054 0.733 0.899 0.808 f = standing 0.000 0.998 0.994 0.996 g = running 0.037 0.769 0.680 0.722 h = walking ------------------------------------------------------- 0.028 0.836 0.823 0.825 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.724 0.828 a = climbing down 0.076 0.666 0.930 0.776 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.023 0.437 0.095 0.156 d = lying 0.069 0.401 0.366 0.383 e = sitting 0.224 0.269 0.511 0.353 f = standing 0.005 0.975 0.999 0.987 g = running 0.023 0.861 0.770 0.813 h = walking ------------------------------------------------------- 0.058 0.666 0.635 0.622 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.050 0.739 0.916 0.818 a = climbing down 0.011 0.528 0.403 0.457 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.013 0.944 0.975 0.960 e = sitting 0.003 0.984 0.934 0.959 f = standing 0.003 0.977 0.998 0.987 g = running 0.015 0.916 0.788 0.847 h = walking ------------------------------------------------------- 0.013 0.920 0.917 0.916 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.881 0.919 0.900 a = climbing down 0.041 0.767 0.853 0.808 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.028 0.854 0.978 0.912 d = lying 0.015 0.909 0.946 0.927 e = sitting 0.011 0.922 0.806 0.860 f = standing 0.001 0.997 0.940 0.968 g = running 0.017 0.898 0.791 0.841 h = walking ------------------------------------------------------- 0.017 0.896 0.892 0.891 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.060 0.582 0.547 0.564 a = climbing down 0.218 0.431 0.835 0.568 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.003 0.968 0.457 0.621 d = lying 0.107 0.495 0.903 0.640 e = sitting 0.079 0.549 0.754 0.635 f = standing 0.000 0.998 0.506 0.671 g = running 0.019 0.408 0.089 0.146 h = walking ------------------------------------------------------- 0.067 0.666 0.581 0.563 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.021 0.779 0.630 0.697 a = climbing down 0.044 0.698 0.724 0.711 b = climbing up 0.000 0.975 0.788 0.872 c = jumping 0.048 0.639 0.572 0.604 d = lying 0.073 0.643 0.943 0.765 e = sitting 0.073 0.585 0.658 0.619 f = standing 0.005 0.977 0.723 0.831 g = running 0.050 0.737 0.820 0.776 h = walking ------------------------------------------------------- 0.041 0.750 0.727 0.729 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.618 0.779 0.689 a = climbing down 0.113 0.415 0.544 0.471 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.977 0.891 0.932 d = lying 0.015 0.904 0.963 0.932 e = sitting 0.021 0.882 0.918 0.900 f = standing 0.000 0.998 1.000 0.999 g = running 0.042 0.493 0.247 0.329 h = walking ------------------------------------------------------- 0.034 0.774 0.773 0.765 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.089 0.444 0.574 0.500 a = climbing down 0.042 0.741 0.712 0.726 b = climbing up 0.004 0.815 1.000 0.898 c = jumping 0.011 0.934 0.854 0.892 d = lying 0.026 0.801 0.743 0.771 e = sitting 0.059 0.689 0.812 0.745 f = standing 0.001 0.996 0.938 0.966 g = running 0.057 0.602 0.507 0.550 h = walking ------------------------------------------------------- 0.037 0.763 0.749 0.753 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.713 0.781 0.746 a = climbing down 0.029 0.828 0.509 0.631 b = climbing up 0.000 1.000 0.191 0.321 c = jumping 0.052 0.590 0.488 0.534 d = lying 0.040 0.778 0.955 0.857 e = sitting 0.131 0.431 0.646 0.517 f = standing 0.024 0.861 0.979 0.916 g = running 0.018 0.889 0.887 0.888 h = walking ------------------------------------------------------- 0.045 0.743 0.717 0.711 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.985 0.647 0.781 a = climbing down 0.031 0.790 0.861 0.824 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.005 0.972 0.976 0.974 d = lying 0.032 0.785 0.793 0.789 e = sitting 0.042 0.778 0.860 0.817 f = standing 0.000 0.999 0.904 0.949 g = running 0.046 0.774 0.921 0.841 h = walking ------------------------------------------------------- 0.021 0.877 0.865 0.865 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.725 0.880 0.795 a = climbing down 0.021 0.759 0.632 0.689 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.938 0.761 0.840 d = lying 0.025 0.842 0.674 0.749 e = sitting 0.088 0.631 0.920 0.749 f = standing 0.003 0.984 0.999 0.991 g = running 0.017 0.909 0.894 0.901 h = walking ------------------------------------------------------- 0.026 0.849 0.831 0.832 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.626 0.729 a = climbing down 0.049 0.697 0.712 0.704 b = climbing up 0.000 0.992 0.756 0.858 c = jumping 0.007 0.961 0.959 0.960 d = lying 0.046 0.733 0.850 0.787 e = sitting 0.025 0.832 0.712 0.767 f = standing 0.006 0.967 0.993 0.980 g = running 0.064 0.691 0.842 0.759 h = walking ------------------------------------------------------- 0.029 0.829 0.821 0.820 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.062 0.619 0.862 0.720 a = climbing down 0.049 0.692 0.700 0.696 b = climbing up 0.000 0.991 0.870 0.926 c = jumping 0.001 0.995 0.992 0.994 d = lying 0.064 0.637 0.721 0.676 e = sitting 0.045 0.678 0.597 0.635 f = standing 0.003 0.987 0.999 0.993 g = running 0.010 0.925 0.673 0.779 h = walking ------------------------------------------------------- 0.030 0.811 0.797 0.798 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.712 0.420 0.529 a = climbing down 0.233 0.408 0.969 0.574 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.004 0.977 0.958 0.967 d = lying 0.086 0.557 0.832 0.668 e = sitting 0.021 0.708 0.330 0.450 f = standing 0.003 0.986 1.000 0.993 g = running 0.005 0.741 0.073 0.133 h = walking ------------------------------------------------------- 0.050 0.749 0.677 0.639 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.164 0.277 0.906 0.424 a = climbing down 0.002 0.936 0.216 0.351 b = climbing up 0.001 0.950 0.993 0.971 c = jumping 0.000 1.000 0.371 0.542 d = lying 0.137 0.554 0.973 0.706 e = sitting 0.116 0.233 0.221 0.227 f = standing 0.014 0.930 0.997 0.962 g = running 0.021 0.855 0.573 0.686 h = walking ------------------------------------------------------- 0.053 0.735 0.598 0.589 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.743 0.819 0.779 a = climbing down 0.084 0.598 0.797 0.683 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.014 0.903 0.723 0.803 d = lying 0.012 0.820 0.375 0.515 e = sitting 0.132 0.556 0.932 0.696 f = standing 0.001 0.993 0.972 0.982 g = running 0.016 0.860 0.552 0.672 h = walking ------------------------------------------------------- 0.041 0.791 0.748 0.743 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.651 0.759 a = climbing down 0.114 0.581 0.970 0.726 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.014 0.909 0.744 0.818 d = lying 0.043 0.424 0.256 0.319 e = sitting 0.132 0.442 0.651 0.527 f = standing 0.003 0.982 0.952 0.967 g = running 0.012 0.905 0.640 0.750 h = walking ------------------------------------------------------- 0.045 0.757 0.717 0.717 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.194 0.430 0.944 0.591 a = climbing down 0.018 0.315 0.280 0.296 b = climbing up 0.000 1.000 0.922 0.959 c = jumping 0.011 0.951 0.962 0.957 d = lying 0.021 0.913 0.965 0.938 e = sitting 0.006 0.965 0.864 0.912 f = standing 0.007 0.943 1.000 0.971 g = running 0.009 0.519 0.049 0.090 h = walking ------------------------------------------------------- 0.036 0.783 0.769 0.729 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.739 0.743 0.741 a = climbing down 0.029 0.798 0.756 0.777 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.081 0.651 0.900 0.755 d = lying 0.030 0.819 0.910 0.862 e = sitting 0.016 0.833 0.482 0.611 f = standing 0.013 0.935 0.889 0.911 g = running 0.043 0.779 0.803 0.791 h = walking ------------------------------------------------------- 0.034 0.803 0.792 0.788 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.250 0.253 0.568 0.350 a = climbing down 0.226 0.284 0.447 0.348 b = climbing up 0.009 0.066 0.048 0.056 c = jumping 0.025 0.770 0.521 0.621 d = lying 0.103 0.510 0.955 0.665 e = sitting 0.047 0.481 0.294 0.365 f = standing 0.006 0.903 0.243 0.382 g = running 0.008 0.668 0.115 0.197 h = walking ------------------------------------------------------- 0.092 0.563 0.418 0.405 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.045 0.677 0.789 0.729 a = climbing down 0.034 0.760 0.780 0.770 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.016 0.874 0.745 0.805 d = lying 0.073 0.645 0.955 0.770 e = sitting 0.041 0.756 0.819 0.787 f = standing 0.005 0.978 0.738 0.841 g = running 0.025 0.834 0.752 0.791 h = walking ------------------------------------------------------- 0.030 0.815 0.791 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.645 0.832 0.727 a = climbing down 0.114 0.369 0.455 0.407 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.022 0.889 0.876 0.882 d = lying 0.014 0.901 0.900 0.900 e = sitting 0.034 0.804 0.807 0.805 f = standing 0.001 0.995 0.999 0.997 g = running 0.044 0.513 0.279 0.362 h = walking ------------------------------------------------------- 0.039 0.746 0.746 0.739 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.838 0.475 0.606 a = climbing down 0.226 0.408 0.955 0.572 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.026 0.822 0.713 0.763 d = lying 0.019 0.808 0.571 0.669 e = sitting 0.105 0.576 0.818 0.676 f = standing 0.000 0.998 0.936 0.966 g = running 0.007 0.460 0.034 0.063 h = walking ------------------------------------------------------- 0.056 0.707 0.661 0.630 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.815 0.765 0.789 a = climbing down 0.025 0.848 0.490 0.621 b = climbing up 0.000 1.000 0.149 0.260 c = jumping 0.037 0.647 0.515 0.573 d = lying 0.023 0.853 0.900 0.876 e = sitting 0.140 0.467 0.780 0.584 f = standing 0.027 0.848 0.960 0.900 g = running 0.039 0.797 0.929 0.858 h = walking ------------------------------------------------------- 0.043 0.766 0.732 0.725 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.873 0.824 0.848 a = climbing down 0.030 0.775 0.776 0.776 b = climbing up 0.000 0.994 0.960 0.977 c = jumping 0.008 0.956 0.972 0.964 d = lying 0.024 0.847 0.905 0.875 e = sitting 0.021 0.879 0.888 0.884 f = standing 0.001 0.995 0.922 0.957 g = running 0.032 0.821 0.864 0.842 h = walking ------------------------------------------------------- 0.017 0.889 0.887 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.535 0.860 0.660 a = climbing down 0.008 0.765 0.210 0.329 b = climbing up 0.000 1.000 0.650 0.788 c = jumping 0.036 0.764 0.602 0.674 d = lying 0.027 0.835 0.698 0.760 e = sitting 0.099 0.575 0.833 0.681 f = standing 0.016 0.924 0.997 0.959 g = running 0.049 0.779 0.911 0.840 h = walking ------------------------------------------------------- 0.041 0.764 0.740 0.724 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.897 0.543 0.677 a = climbing down 0.111 0.592 0.948 0.729 b = climbing up 0.000 0.992 0.800 0.886 c = jumping 0.013 0.907 0.709 0.796 d = lying 0.032 0.793 0.841 0.816 e = sitting 0.068 0.646 0.736 0.688 f = standing 0.007 0.962 0.981 0.971 g = running 0.016 0.871 0.659 0.751 h = walking ------------------------------------------------------- 0.036 0.813 0.781 0.781 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.014 0.886 0.856 0.871 a = climbing down 0.091 0.606 0.938 0.736 b = climbing up 0.000 1.000 0.774 0.872 c = jumping 0.009 0.953 0.945 0.949 d = lying 0.053 0.674 0.743 0.707 e = sitting 0.044 0.716 0.649 0.680 f = standing 0.010 0.946 0.997 0.971 g = running 0.004 0.962 0.526 0.680 h = walking ------------------------------------------------------- 0.030 0.831 0.805 0.803 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.807 0.712 0.757 a = climbing down 0.089 0.615 0.910 0.734 b = climbing up 0.000 0.989 0.989 0.989 c = jumping 0.001 0.993 0.774 0.870 d = lying 0.097 0.540 0.915 0.679 e = sitting 0.048 0.654 0.477 0.552 f = standing 0.006 0.970 0.996 0.983 g = running 0.011 0.899 0.559 0.689 h = walking ------------------------------------------------------- 0.035 0.800 0.763 0.762 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.202 0.239 0.921 0.380 a = climbing down 0.005 0.838 0.173 0.287 b = climbing up 0.000 0.988 0.994 0.991 c = jumping 0.001 0.994 0.960 0.977 d = lying 0.161 0.510 0.996 0.675 e = sitting 0.002 0.931 0.141 0.244 f = standing 0.008 0.959 0.996 0.977 g = running 0.026 0.748 0.369 0.494 h = walking ------------------------------------------------------- 0.043 0.798 0.639 0.610 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.820 0.763 0.790 a = climbing down 0.119 0.487 0.755 0.592 b = climbing up 0.000 1.000 0.916 0.956 c = jumping 0.043 0.787 0.867 0.825 d = lying 0.012 0.842 0.455 0.591 e = sitting 0.085 0.631 0.795 0.703 f = standing 0.003 0.984 0.999 0.992 g = running 0.027 0.741 0.436 0.549 h = walking ------------------------------------------------------- 0.043 0.763 0.735 0.730 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.024 0.660 0.333 0.442 a = climbing down 0.099 0.537 0.738 0.622 b = climbing up 0.000 1.000 0.467 0.637 c = jumping 0.007 0.956 0.898 0.926 d = lying 0.102 0.392 0.408 0.400 e = sitting 0.106 0.338 0.346 0.342 f = standing 0.007 0.958 0.905 0.931 g = running 0.045 0.785 0.927 0.850 h = walking ------------------------------------------------------- 0.054 0.677 0.663 0.658 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.779 0.961 0.860 a = climbing down 0.006 0.667 0.409 0.507 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.000 0.998 0.986 0.992 d = lying 0.019 0.923 0.985 0.953 e = sitting 0.004 0.977 0.904 0.939 f = standing 0.002 0.980 0.998 0.989 g = running 0.008 0.956 0.844 0.896 h = walking ------------------------------------------------------- 0.012 0.932 0.929 0.927 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.977 0.959 a = climbing down 0.021 0.854 0.803 0.828 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.027 0.855 0.985 0.916 d = lying 0.016 0.893 0.905 0.899 e = sitting 0.012 0.925 0.812 0.865 f = standing 0.000 0.998 0.940 0.968 g = running 0.028 0.859 0.911 0.885 h = walking ------------------------------------------------------- 0.016 0.907 0.905 0.904 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.586 0.659 0.620 a = climbing down 0.082 0.667 0.835 0.742 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.947 0.810 0.873 d = lying 0.054 0.673 0.963 0.792 e = sitting 0.029 0.774 0.773 0.773 f = standing 0.000 0.998 0.821 0.901 g = running 0.007 0.924 0.595 0.724 h = walking ------------------------------------------------------- 0.034 0.814 0.784 0.787 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.805 0.800 a = climbing down 0.039 0.757 0.876 0.812 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.040 0.742 0.780 0.761 d = lying 0.049 0.729 0.933 0.819 e = sitting 0.040 0.733 0.707 0.719 f = standing 0.002 0.991 0.820 0.898 g = running 0.019 0.871 0.771 0.818 h = walking ------------------------------------------------------- 0.027 0.826 0.814 0.815 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.714 0.796 0.753 a = climbing down 0.121 0.434 0.665 0.525 b = climbing up 0.000 0.975 0.967 0.971 c = jumping 0.009 0.952 0.930 0.941 d = lying 0.018 0.879 0.787 0.831 e = sitting 0.046 0.771 0.857 0.812 f = standing 0.001 0.995 0.997 0.996 g = running 0.026 0.611 0.265 0.370 h = walking ------------------------------------------------------- 0.034 0.786 0.773 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.880 0.639 0.740 a = climbing down 0.044 0.761 0.848 0.802 b = climbing up 0.001 0.928 1.000 0.962 c = jumping 0.008 0.949 0.876 0.911 d = lying 0.039 0.701 0.640 0.669 e = sitting 0.072 0.638 0.769 0.697 f = standing 0.001 0.993 0.940 0.966 g = running 0.034 0.825 0.913 0.867 h = walking ------------------------------------------------------- 0.029 0.829 0.819 0.820 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.853 0.730 0.787 a = climbing down 0.039 0.786 0.511 0.619 b = climbing up 0.000 1.000 0.040 0.077 c = jumping 0.031 0.692 0.536 0.604 d = lying 0.024 0.841 0.857 0.849 e = sitting 0.138 0.477 0.806 0.599 f = standing 0.032 0.829 0.982 0.899 g = running 0.042 0.780 0.861 0.818 h = walking ------------------------------------------------------- 0.046 0.756 0.726 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.910 0.761 0.829 a = climbing down 0.076 0.617 0.934 0.743 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.008 0.953 0.993 0.972 d = lying 0.029 0.784 0.613 0.688 e = sitting 0.067 0.677 0.839 0.749 f = standing 0.003 0.988 0.949 0.968 g = running 0.022 0.815 0.575 0.674 h = walking ------------------------------------------------------- 0.028 0.832 0.814 0.813 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.699 0.946 0.804 a = climbing down 0.033 0.672 0.655 0.663 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.008 0.954 0.792 0.865 d = lying 0.030 0.638 0.252 0.361 e = sitting 0.170 0.462 0.900 0.611 f = standing 0.003 0.982 0.986 0.984 g = running 0.015 0.906 0.762 0.828 h = walking ------------------------------------------------------- 0.039 0.783 0.745 0.736 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.693 0.789 a = climbing down 0.098 0.586 0.907 0.712 b = climbing up 0.000 0.992 0.806 0.890 c = jumping 0.005 0.975 0.951 0.963 d = lying 0.060 0.662 0.823 0.734 e = sitting 0.031 0.787 0.646 0.709 f = standing 0.006 0.970 0.992 0.981 g = running 0.019 0.836 0.576 0.682 h = walking ------------------------------------------------------- 0.031 0.829 0.804 0.804 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.809 0.896 0.850 a = climbing down 0.042 0.735 0.744 0.739 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.001 0.996 0.989 0.992 d = lying 0.116 0.560 0.948 0.704 e = sitting 0.008 0.825 0.247 0.380 f = standing 0.002 0.991 0.999 0.995 g = running 0.019 0.892 0.833 0.862 h = walking ------------------------------------------------------- 0.029 0.842 0.816 0.800 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.848 0.606 0.707 a = climbing down 0.112 0.540 0.776 0.637 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.001 0.996 0.863 0.925 d = lying 0.130 0.487 0.949 0.644 e = sitting 0.027 0.459 0.148 0.224 f = standing 0.007 0.963 0.998 0.980 g = running 0.038 0.715 0.548 0.620 h = walking ------------------------------------------------------- 0.043 0.736 0.714 0.698 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.219 0.215 0.898 0.347 a = climbing down 0.005 0.902 0.263 0.408 b = climbing up 0.000 0.985 0.985 0.985 c = jumping 0.000 0.999 0.899 0.946 d = lying 0.090 0.658 0.958 0.780 e = sitting 0.024 0.742 0.438 0.551 f = standing 0.020 0.896 1.000 0.945 g = running 0.003 0.959 0.345 0.508 h = walking ------------------------------------------------------- 0.035 0.826 0.673 0.675 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.805 0.844 0.824 a = climbing down 0.018 0.836 0.629 0.718 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.910 0.955 0.932 d = lying 0.021 0.789 0.550 0.648 e = sitting 0.063 0.708 0.854 0.774 f = standing 0.001 0.994 0.998 0.996 g = running 0.039 0.815 0.957 0.880 h = walking ------------------------------------------------------- 0.026 0.844 0.842 0.837 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.247 0.330 0.882 0.480 a = climbing down 0.054 0.753 0.886 0.814 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.016 0.920 0.984 0.951 d = lying 0.082 0.322 0.316 0.319 e = sitting 0.075 0.431 0.381 0.405 f = standing 0.003 0.962 0.471 0.632 g = running 0.003 0.822 0.071 0.131 h = walking ------------------------------------------------------- 0.060 0.686 0.582 0.554 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.227 0.360 0.923 0.518 a = climbing down 0.013 0.852 0.557 0.674 b = climbing up 0.001 0.960 0.727 0.828 c = jumping 0.091 0.624 0.962 0.757 d = lying 0.002 0.991 0.986 0.988 e = sitting 0.007 0.918 0.462 0.614 f = standing 0.009 0.952 0.993 0.972 g = running 0.003 0.217 0.004 0.008 h = walking ------------------------------------------------------- 0.045 0.713 0.692 0.652 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.152 0.431 0.875 0.577 a = climbing down 0.039 0.736 0.737 0.737 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.008 0.946 0.878 0.911 d = lying 0.017 0.905 0.958 0.931 e = sitting 0.020 0.860 0.913 0.886 f = standing 0.005 0.976 0.913 0.943 g = running 0.012 0.748 0.198 0.313 h = walking ------------------------------------------------------- 0.032 0.818 0.778 0.764 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.545 0.196 0.288 a = climbing down 0.129 0.592 0.963 0.733 b = climbing up 0.000 0.986 0.967 0.976 c = jumping 0.003 0.978 0.809 0.885 d = lying 0.069 0.621 0.985 0.762 e = sitting 0.027 0.817 0.824 0.820 f = standing 0.001 0.993 0.693 0.816 g = running 0.041 0.730 0.770 0.750 h = walking ------------------------------------------------------- 0.041 0.771 0.745 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.180 0.377 0.893 0.530 a = climbing down 0.019 0.849 0.753 0.798 b = climbing up 0.000 1.000 0.126 0.224 c = jumping 0.016 0.864 0.636 0.733 d = lying 0.066 0.636 0.885 0.740 e = sitting 0.068 0.604 0.731 0.661 f = standing 0.023 0.914 0.819 0.864 g = running 0.017 0.217 0.027 0.048 h = walking ------------------------------------------------------- 0.048 0.667 0.660 0.629 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.031 0.778 0.743 0.760 a = climbing down 0.062 0.613 0.678 0.644 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.085 0.645 0.843 0.731 d = lying 0.019 0.878 0.963 0.919 e = sitting 0.029 0.713 0.420 0.529 f = standing 0.002 0.990 0.994 0.992 g = running 0.039 0.775 0.735 0.754 h = walking ------------------------------------------------------- 0.033 0.674 0.672 0.666 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.190 0.390 0.824 0.529 a = climbing down 0.022 0.765 0.423 0.545 b = climbing up 0.001 0.957 0.963 0.960 c = jumping 0.025 0.833 0.909 0.869 d = lying 0.019 0.861 0.798 0.828 e = sitting 0.038 0.776 0.776 0.776 f = standing 0.002 0.990 0.964 0.976 g = running 0.024 0.682 0.310 0.427 h = walking ------------------------------------------------------- 0.042 0.770 0.721 0.718 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.096 0.339 0.574 0.427 a = climbing down 0.113 0.551 0.443 0.491 b = climbing up 0.000 1.000 0.367 0.537 c = jumping 0.053 0.644 0.686 0.664 d = lying 0.023 0.858 0.894 0.876 e = sitting 0.094 0.556 0.746 0.637 f = standing 0.055 0.607 0.559 0.582 g = running 0.016 0.849 0.562 0.676 h = walking ------------------------------------------------------- 0.066 0.645 0.616 0.618 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.023 0.808 0.730 0.767 a = climbing down 0.045 0.735 0.888 0.804 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.017 0.911 0.967 0.939 d = lying 0.047 0.758 0.973 0.852 e = sitting 0.011 0.909 0.839 0.872 f = standing 0.003 0.985 0.789 0.877 g = running 0.024 0.851 0.784 0.816 h = walking ------------------------------------------------------- 0.022 0.864 0.853 0.853 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.507 0.789 0.617 a = climbing down 0.015 0.790 0.466 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.830 0.273 0.410 d = lying 0.018 0.900 0.836 0.867 e = sitting 0.146 0.491 0.890 0.633 f = standing 0.012 0.939 0.996 0.967 g = running 0.024 0.848 0.726 0.782 h = walking ------------------------------------------------------- 0.042 0.779 0.723 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.044 0.533 0.393 0.453 a = climbing down 0.086 0.649 0.896 0.753 b = climbing up 0.000 1.000 0.846 0.917 c = jumping 0.003 0.928 0.274 0.423 d = lying 0.025 0.853 0.885 0.869 e = sitting 0.122 0.484 0.877 0.624 f = standing 0.002 0.987 0.792 0.879 g = running 0.046 0.772 0.799 0.786 h = walking ------------------------------------------------------- 0.044 0.765 0.715 0.703 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.878 0.711 0.786 a = climbing down 0.070 0.673 0.933 0.782 b = climbing up 0.000 0.993 0.830 0.904 c = jumping 0.011 0.940 0.950 0.945 d = lying 0.062 0.680 0.884 0.769 e = sitting 0.024 0.801 0.571 0.667 f = standing 0.011 0.944 0.998 0.970 g = running 0.011 0.921 0.718 0.807 h = walking ------------------------------------------------------- 0.027 0.843 0.826 0.824 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.105 0.447 0.748 0.560 a = climbing down 0.079 0.555 0.681 0.612 b = climbing up 0.001 0.970 0.864 0.914 c = jumping 0.010 0.938 0.904 0.920 d = lying 0.098 0.654 0.939 0.771 e = sitting 0.025 0.722 0.392 0.509 f = standing 0.004 0.976 0.989 0.983 g = running 0.009 0.853 0.301 0.445 h = walking ------------------------------------------------------- 0.044 0.756 0.713 0.698 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.074 0.390 0.669 0.493 a = climbing down 0.017 0.806 0.498 0.616 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.013 0.933 0.911 0.922 d = lying 0.028 0.857 0.995 0.921 e = sitting 0.007 0.954 0.814 0.878 f = standing 0.202 0.478 0.991 0.645 g = running 0.004 0.614 0.027 0.052 h = walking ------------------------------------------------------- 0.047 0.748 0.702 0.657 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.052 0.540 0.438 0.484 a = climbing down 0.216 0.392 0.895 0.545 b = climbing up 0.008 0.721 0.969 0.827 c = jumping 0.009 0.947 0.925 0.936 d = lying 0.014 0.822 0.461 0.590 e = sitting 0.084 0.635 0.923 0.752 f = standing 0.005 0.966 0.742 0.840 g = running 0.037 0.049 0.010 0.017 h = walking ------------------------------------------------------- 0.057 0.622 0.632 0.599 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.063 0.654 0.878 0.750 a = climbing down 0.038 0.801 0.850 0.825 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.018 0.907 0.977 0.941 d = lying 0.103 0.403 0.435 0.418 e = sitting 0.077 0.330 0.263 0.293 f = standing 0.001 0.992 0.810 0.891 g = running 0.019 0.879 0.766 0.818 h = walking ------------------------------------------------------- 0.043 0.729 0.725 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.180 0.424 0.945 0.585 a = climbing down 0.028 0.735 0.562 0.637 b = climbing up 0.001 0.976 0.994 0.985 c = jumping 0.028 0.847 0.982 0.909 d = lying 0.002 0.990 0.963 0.976 e = sitting 0.008 0.939 0.811 0.870 f = standing 0.001 0.996 0.993 0.994 g = running 0.004 0.902 0.192 0.317 h = walking ------------------------------------------------------- 0.032 0.850 0.780 0.764 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.070 0.610 0.890 0.724 a = climbing down 0.024 0.802 0.636 0.709 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.010 0.946 0.993 0.969 d = lying 0.022 0.866 0.877 0.871 e = sitting 0.009 0.926 0.800 0.859 f = standing 0.012 0.947 0.980 0.963 g = running 0.027 0.830 0.715 0.768 h = walking ------------------------------------------------------- 0.023 0.860 0.849 0.849 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.018 0.745 0.338 0.465 a = climbing down 0.205 0.486 0.973 0.648 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.002 0.986 0.837 0.906 d = lying 0.041 0.731 0.958 0.829 e = sitting 0.027 0.789 0.784 0.787 f = standing 0.005 0.977 0.878 0.925 g = running 0.015 0.706 0.247 0.366 h = walking ------------------------------------------------------- 0.047 0.784 0.733 0.718 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.401 0.865 0.548 a = climbing down 0.023 0.821 0.764 0.791 b = climbing up 0.000 1.000 0.298 0.459 c = jumping 0.040 0.740 0.739 0.739 d = lying 0.081 0.589 0.888 0.708 e = sitting 0.061 0.583 0.594 0.588 f = standing 0.016 0.930 0.714 0.807 g = running 0.022 0.523 0.139 0.219 h = walking ------------------------------------------------------- 0.049 0.692 0.651 0.636 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.830 0.745 0.785 a = climbing down 0.092 0.549 0.825 0.659 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.045 0.782 0.934 0.851 d = lying 0.025 0.869 0.936 0.901 e = sitting 0.019 0.846 0.606 0.706 f = standing 0.001 0.992 1.000 0.996 g = running 0.022 0.810 0.547 0.653 h = walking ------------------------------------------------------- 0.030 0.823 0.806 0.803 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.089 0.564 0.772 0.652 a = climbing down 0.020 0.853 0.697 0.767 b = climbing up 0.016 0.575 0.982 0.726 c = jumping 0.005 0.963 0.933 0.948 d = lying 0.039 0.751 0.776 0.763 e = sitting 0.043 0.749 0.790 0.769 f = standing 0.001 0.992 0.857 0.920 g = running 0.046 0.670 0.569 0.615 h = walking ------------------------------------------------------- 0.033 0.793 0.774 0.778 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.884 0.754 0.814 a = climbing down 0.054 0.766 0.587 0.665 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.063 0.610 0.697 0.651 d = lying 0.026 0.855 0.984 0.915 e = sitting 0.069 0.635 0.750 0.688 f = standing 0.027 0.850 0.974 0.908 g = running 0.014 0.900 0.794 0.844 h = walking ------------------------------------------------------- 0.039 0.785 0.779 0.776 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.847 0.549 0.666 a = climbing down 0.090 0.589 0.932 0.722 b = climbing up 0.000 0.993 0.842 0.911 c = jumping 0.010 0.943 0.994 0.968 d = lying 0.061 0.724 0.871 0.791 e = sitting 0.032 0.751 0.749 0.750 f = standing 0.004 0.977 0.761 0.856 g = running 0.013 0.909 0.745 0.819 h = walking ------------------------------------------------------- 0.030 0.836 0.807 0.809 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.774 0.875 0.822 a = climbing down 0.026 0.745 0.765 0.755 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.002 0.987 0.786 0.875 d = lying 0.025 0.847 0.694 0.763 e = sitting 0.093 0.602 0.873 0.713 f = standing 0.012 0.943 0.992 0.967 g = running 0.010 0.941 0.796 0.862 h = walking ------------------------------------------------------- 0.026 0.852 0.829 0.833 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.960 0.658 0.781 a = climbing down 0.059 0.668 0.753 0.708 b = climbing up 0.001 0.976 0.925 0.950 c = jumping 0.003 0.974 0.793 0.874 d = lying 0.058 0.741 0.916 0.819 e = sitting 0.037 0.686 0.612 0.647 f = standing 0.003 0.982 0.988 0.985 g = running 0.057 0.741 0.839 0.787 h = walking ------------------------------------------------------- 0.032 0.825 0.811 0.811 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.823 0.786 0.804 a = climbing down 0.029 0.812 0.802 0.807 b = climbing up 0.000 0.983 0.959 0.971 c = jumping 0.000 0.997 0.981 0.989 d = lying 0.061 0.731 0.926 0.817 e = sitting 0.015 0.862 0.619 0.721 f = standing 0.001 0.993 0.997 0.995 g = running 0.027 0.861 0.891 0.876 h = walking ------------------------------------------------------- 0.022 0.874 0.869 0.867 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.020 0.794 0.709 0.749 a = climbing down 0.070 0.655 0.818 0.727 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.002 0.991 0.974 0.982 d = lying 0.072 0.711 0.955 0.815 e = sitting 0.008 0.891 0.477 0.621 f = standing 0.006 0.965 0.996 0.980 g = running 0.038 0.767 0.662 0.710 h = walking ------------------------------------------------------- 0.031 0.829 0.815 0.809 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.188 0.208 0.731 0.323 a = climbing down 0.028 0.711 0.458 0.557 b = climbing up 0.000 0.978 0.978 0.978 c = jumping 0.000 0.999 0.896 0.945 d = lying 0.008 0.955 0.980 0.968 e = sitting 0.017 0.901 0.971 0.935 f = standing 0.037 0.838 0.996 0.910 g = running 0.000 0.992 0.183 0.309 h = walking ------------------------------------------------------- 0.025 0.864 0.746 0.742 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.875 0.580 0.698 a = climbing down 0.194 0.417 0.928 0.575 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.002 0.986 0.969 0.978 d = lying 0.034 0.771 0.684 0.725 e = sitting 0.055 0.694 0.797 0.742 f = standing 0.004 0.977 0.985 0.981 g = running 0.016 0.618 0.140 0.229 h = walking ------------------------------------------------------- 0.042 0.771 0.726 0.708 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.114 0.510 0.899 0.651 a = climbing down 0.141 0.529 0.915 0.671 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.006 0.966 0.982 0.974 d = lying 0.091 0.431 0.392 0.411 e = sitting 0.101 0.319 0.336 0.327 f = standing 0.001 0.988 0.643 0.779 g = running 0.002 0.864 0.061 0.115 h = walking ------------------------------------------------------- 0.062 0.677 0.605 0.569 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.248 0.346 0.947 0.507 a = climbing down 0.008 0.881 0.425 0.574 b = climbing up 0.008 0.717 0.970 0.825 c = jumping 0.034 0.816 0.961 0.883 d = lying 0.001 0.992 0.982 0.987 e = sitting 0.007 0.952 0.795 0.867 f = standing 0.003 0.984 0.945 0.964 g = running 0.002 0.118 0.002 0.003 h = walking ------------------------------------------------------- 0.038 0.730 0.727 0.691 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.046 0.707 0.827 0.762 a = climbing down 0.154 0.450 0.830 0.584 b = climbing up 0.000 1.000 0.134 0.236 c = jumping 0.007 0.960 0.929 0.944 d = lying 0.105 0.590 0.991 0.739 e = sitting 0.011 0.844 0.440 0.578 f = standing 0.022 0.885 0.809 0.845 g = running 0.006 0.844 0.174 0.288 h = walking ------------------------------------------------------- 0.047 0.770 0.696 0.668 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.122 0.412 0.544 0.469 a = climbing down 0.084 0.686 0.949 0.796 b = climbing up 0.000 1.000 0.805 0.892 c = jumping 0.001 0.988 0.794 0.880 d = lying 0.071 0.604 0.947 0.738 e = sitting 0.038 0.771 0.872 0.819 f = standing 0.005 0.973 0.715 0.825 g = running 0.005 0.840 0.177 0.293 h = walking ------------------------------------------------------- 0.044 0.772 0.718 0.703 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.170 0.361 0.790 0.496 a = climbing down 0.041 0.742 0.845 0.790 b = climbing up 0.000 0.979 0.616 0.756 c = jumping 0.019 0.857 0.722 0.784 d = lying 0.075 0.587 0.826 0.686 e = sitting 0.045 0.642 0.575 0.606 f = standing 0.017 0.939 0.906 0.922 g = running 0.006 0.250 0.010 0.020 h = walking ------------------------------------------------------- 0.045 0.661 0.671 0.636 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.839 0.789 0.813 a = climbing down 0.080 0.572 0.769 0.656 b = climbing up 0.001 0.959 0.988 0.973 c = jumping 0.039 0.798 0.925 0.857 d = lying 0.028 0.853 0.928 0.889 e = sitting 0.019 0.851 0.634 0.727 f = standing 0.002 0.990 0.989 0.989 g = running 0.026 0.801 0.612 0.694 h = walking ------------------------------------------------------- 0.029 0.825 0.814 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.103 0.537 0.802 0.643 a = climbing down 0.025 0.818 0.696 0.752 b = climbing up 0.000 0.994 0.971 0.983 c = jumping 0.019 0.871 0.927 0.898 d = lying 0.029 0.807 0.795 0.801 e = sitting 0.040 0.770 0.775 0.772 f = standing 0.003 0.988 0.943 0.965 g = running 0.017 0.849 0.594 0.699 h = walking ------------------------------------------------------- 0.031 0.817 0.797 0.799 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.819 0.820 0.819 a = climbing down 0.041 0.825 0.612 0.703 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.044 0.680 0.728 0.703 d = lying 0.061 0.718 0.919 0.806 e = sitting 0.076 0.562 0.620 0.590 f = standing 0.000 0.998 0.972 0.985 g = running 0.026 0.840 0.852 0.846 h = walking ------------------------------------------------------- 0.039 0.785 0.775 0.774 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.808 0.801 0.804 a = climbing down 0.080 0.594 0.869 0.705 b = climbing up 0.000 0.993 0.877 0.932 c = jumping 0.012 0.934 0.972 0.953 d = lying 0.043 0.798 0.924 0.856 e = sitting 0.021 0.842 0.855 0.848 f = standing 0.004 0.981 0.820 0.893 g = running 0.010 0.911 0.584 0.712 h = walking ------------------------------------------------------- 0.025 0.854 0.832 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.147 0.395 0.808 0.531 a = climbing down 0.014 0.710 0.266 0.387 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.016 0.846 0.504 0.631 d = lying 0.025 0.796 0.513 0.624 e = sitting 0.157 0.460 0.861 0.600 f = standing 0.027 0.870 0.977 0.921 g = running 0.006 0.949 0.598 0.734 h = walking ------------------------------------------------------- 0.050 0.746 0.657 0.656 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.094 0.548 0.889 0.678 a = climbing down 0.037 0.764 0.682 0.721 b = climbing up 0.001 0.965 0.944 0.954 c = jumping 0.003 0.965 0.529 0.683 d = lying 0.047 0.739 0.824 0.779 e = sitting 0.077 0.543 0.705 0.614 f = standing 0.020 0.902 0.988 0.943 g = running 0.010 0.920 0.609 0.733 h = walking ------------------------------------------------------- 0.037 0.790 0.748 0.748 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.967 0.815 0.884 a = climbing down 0.027 0.832 0.873 0.852 b = climbing up 0.001 0.978 0.973 0.975 c = jumping 0.003 0.981 0.972 0.976 d = lying 0.050 0.754 0.932 0.834 e = sitting 0.014 0.886 0.671 0.764 f = standing 0.005 0.972 0.995 0.983 g = running 0.029 0.850 0.909 0.878 h = walking ------------------------------------------------------- 0.019 0.893 0.887 0.886 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.811 0.739 0.773 a = climbing down 0.063 0.665 0.852 0.747 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.943 0.964 d = lying 0.084 0.677 0.910 0.776 e = sitting 0.013 0.832 0.398 0.539 f = standing 0.023 0.881 0.998 0.936 g = running 0.024 0.845 0.730 0.783 h = walking ------------------------------------------------------- 0.033 0.819 0.804 0.794 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.147 0.196 0.521 0.285 a = climbing down 0.003 0.915 0.231 0.369 b = climbing up 0.001 0.969 0.952 0.960 c = jumping 0.008 0.959 0.945 0.952 d = lying 0.010 0.947 0.984 0.965 e = sitting 0.007 0.958 0.914 0.935 f = standing 0.116 0.619 0.996 0.764 g = running 0.003 0.964 0.358 0.522 h = walking ------------------------------------------------------- 0.033 0.849 0.738 0.733 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.846 0.652 0.736 a = climbing down 0.071 0.615 0.791 0.692 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.000 0.998 0.952 0.974 d = lying 0.020 0.862 0.888 0.875 e = sitting 0.023 0.861 0.886 0.873 f = standing 0.003 0.986 0.982 0.984 g = running 0.040 0.778 0.752 0.765 h = walking ------------------------------------------------------- 0.024 0.858 0.849 0.850 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.132 0.468 0.883 0.612 a = climbing down 0.058 0.713 0.763 0.737 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.016 0.913 0.970 0.941 d = lying 0.081 0.354 0.378 0.366 e = sitting 0.065 0.582 0.481 0.526 f = standing 0.003 0.976 0.831 0.898 g = running 0.009 0.889 0.410 0.561 h = walking ------------------------------------------------------- 0.048 0.725 0.683 0.681 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.260 0.334 0.931 0.492 a = climbing down 0.007 0.842 0.276 0.416 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.015 0.911 0.948 0.930 d = lying 0.011 0.943 0.986 0.964 e = sitting 0.009 0.939 0.842 0.888 f = standing 0.002 0.988 1.000 0.994 g = running 0.008 0.592 0.062 0.112 h = walking ------------------------------------------------------- 0.039 0.805 0.728 0.698 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.091 0.542 0.887 0.673 a = climbing down 0.035 0.785 0.805 0.795 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.008 0.954 0.978 0.966 d = lying 0.012 0.922 0.912 0.917 e = sitting 0.014 0.898 0.929 0.913 f = standing 0.002 0.989 0.932 0.960 g = running 0.013 0.877 0.493 0.632 h = walking ------------------------------------------------------- 0.022 0.870 0.846 0.845 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.711 0.433 0.538 a = climbing down 0.103 0.642 0.928 0.759 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.006 0.957 0.852 0.901 d = lying 0.063 0.641 0.965 0.771 e = sitting 0.026 0.788 0.750 0.768 f = standing 0.001 0.993 0.764 0.864 g = running 0.029 0.791 0.750 0.770 h = walking ------------------------------------------------------- 0.035 0.806 0.779 0.777 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.114 0.461 0.855 0.599 a = climbing down 0.023 0.784 0.622 0.694 b = climbing up 0.000 1.000 0.192 0.322 c = jumping 0.049 0.691 0.751 0.720 d = lying 0.071 0.624 0.865 0.725 e = sitting 0.052 0.669 0.610 0.638 f = standing 0.021 0.914 0.773 0.838 g = running 0.024 0.762 0.453 0.568 h = walking ------------------------------------------------------- 0.045 0.732 0.691 0.690 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.583 0.677 0.626 a = climbing down 0.101 0.517 0.746 0.611 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.012 0.935 0.911 0.923 d = lying 0.014 0.908 0.913 0.910 e = sitting 0.025 0.853 0.853 0.853 f = standing 0.001 0.994 0.997 0.995 g = running 0.029 0.718 0.389 0.505 h = walking ------------------------------------------------------- 0.031 0.689 0.686 0.678 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.240 0.322 0.771 0.454 a = climbing down 0.025 0.691 0.319 0.436 b = climbing up 0.012 0.633 0.988 0.772 c = jumping 0.016 0.872 0.800 0.834 d = lying 0.023 0.794 0.598 0.682 e = sitting 0.082 0.619 0.815 0.704 f = standing 0.004 0.977 0.897 0.936 g = running 0.034 0.294 0.086 0.133 h = walking ------------------------------------------------------- 0.057 0.661 0.621 0.606 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.056 0.468 0.571 0.515 a = climbing down 0.062 0.678 0.433 0.529 b = climbing up 0.000 1.000 0.785 0.880 c = jumping 0.049 0.643 0.623 0.633 d = lying 0.025 0.830 0.790 0.809 e = sitting 0.099 0.512 0.645 0.571 f = standing 0.053 0.731 0.934 0.820 g = running 0.047 0.720 0.759 0.739 h = walking ------------------------------------------------------- 0.056 0.674 0.664 0.659 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.980 0.730 0.837 a = climbing down 0.037 0.764 0.911 0.831 b = climbing up 0.000 0.994 0.966 0.980 c = jumping 0.010 0.941 0.998 0.969 d = lying 0.086 0.611 0.946 0.743 e = sitting 0.014 0.905 0.710 0.796 f = standing 0.001 0.995 0.770 0.868 g = running 0.031 0.824 0.856 0.839 h = walking ------------------------------------------------------- 0.023 0.872 0.843 0.846 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.764 0.863 0.810 a = climbing down 0.041 0.670 0.816 0.736 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.004 0.975 0.758 0.853 d = lying 0.028 0.835 0.715 0.770 e = sitting 0.084 0.653 0.912 0.761 f = standing 0.008 0.961 0.998 0.979 g = running 0.005 0.964 0.718 0.823 h = walking ------------------------------------------------------- 0.026 0.851 0.827 0.829 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.727 0.529 0.613 a = climbing down 0.023 0.675 0.321 0.435 b = climbing up 0.000 0.990 0.598 0.745 c = jumping 0.005 0.971 0.891 0.930 d = lying 0.038 0.792 0.903 0.844 e = sitting 0.027 0.826 0.783 0.804 f = standing 0.010 0.940 0.881 0.910 g = running 0.148 0.549 0.956 0.698 h = walking ------------------------------------------------------- 0.040 0.789 0.765 0.756 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.038 0.713 0.825 0.765 a = climbing down 0.050 0.738 0.840 0.786 b = climbing up 0.000 1.000 0.837 0.912 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.070 0.624 0.760 0.685 e = sitting 0.039 0.690 0.555 0.615 f = standing 0.003 0.983 1.000 0.991 g = running 0.010 0.930 0.717 0.810 h = walking ------------------------------------------------------- 0.028 0.827 0.817 0.817 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.855 0.535 0.658 a = climbing down 0.128 0.527 0.932 0.673 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.003 0.985 0.975 0.980 d = lying 0.088 0.661 0.921 0.770 e = sitting 0.015 0.776 0.364 0.495 f = standing 0.002 0.988 0.999 0.994 g = running 0.022 0.816 0.508 0.626 h = walking ------------------------------------------------------- 0.038 0.808 0.770 0.759 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.104 0.332 0.755 0.461 a = climbing down 0.006 0.923 0.467 0.620 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.000 1.000 0.796 0.886 d = lying 0.127 0.576 0.996 0.730 e = sitting 0.033 0.545 0.247 0.340 f = standing 0.031 0.860 0.998 0.924 g = running 0.013 0.922 0.705 0.799 h = walking ------------------------------------------------------- 0.038 0.786 0.724 0.719 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.051 0.632 0.674 0.652 a = climbing down 0.047 0.664 0.606 0.634 b = climbing up 0.000 1.000 0.616 0.763 c = jumping 0.016 0.913 0.980 0.946 d = lying 0.022 0.664 0.299 0.412 e = sitting 0.096 0.596 0.858 0.703 f = standing 0.011 0.941 0.982 0.961 g = running 0.044 0.775 0.784 0.779 h = walking ------------------------------------------------------- 0.040 0.755 0.753 0.740 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.064 0.555 0.609 0.581 a = climbing down 0.101 0.637 0.970 0.769 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.007 0.959 0.981 0.970 d = lying 0.060 0.360 0.290 0.321 e = sitting 0.087 0.572 0.623 0.596 f = standing 0.001 0.986 0.608 0.752 g = running 0.016 0.886 0.692 0.777 h = walking ------------------------------------------------------- 0.047 0.732 0.709 0.706 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.264 0.343 0.968 0.506 a = climbing down 0.005 0.874 0.291 0.437 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.027 0.828 0.839 0.834 d = lying 0.010 0.945 0.968 0.956 e = sitting 0.029 0.830 0.788 0.808 f = standing 0.002 0.988 0.999 0.994 g = running 0.002 0.111 0.002 0.003 h = walking ------------------------------------------------------- 0.044 0.710 0.704 0.663 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.045 0.735 0.923 0.818 a = climbing down 0.044 0.756 0.886 0.816 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.900 0.935 0.917 d = lying 0.014 0.913 0.981 0.946 e = sitting 0.011 0.915 0.866 0.890 f = standing 0.002 0.990 0.925 0.956 g = running 0.011 0.916 0.620 0.739 h = walking ------------------------------------------------------- 0.019 0.885 0.875 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.096 0.465 0.526 0.494 a = climbing down 0.087 0.670 0.922 0.776 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.012 0.915 0.877 0.896 d = lying 0.091 0.549 0.971 0.701 e = sitting 0.019 0.846 0.695 0.763 f = standing 0.001 0.992 0.666 0.797 g = running 0.016 0.781 0.391 0.521 h = walking ------------------------------------------------------- 0.043 0.768 0.721 0.719 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.149 0.357 0.705 0.474 a = climbing down 0.060 0.629 0.751 0.684 b = climbing up 0.000 0.929 0.075 0.139 c = jumping 0.017 0.861 0.693 0.768 d = lying 0.058 0.672 0.871 0.759 e = sitting 0.053 0.693 0.727 0.710 f = standing 0.022 0.915 0.855 0.884 g = running 0.008 0.803 0.191 0.309 h = walking ------------------------------------------------------- 0.046 0.739 0.678 0.665 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.042 0.726 0.776 0.750 a = climbing down 0.101 0.482 0.653 0.554 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.034 0.826 0.884 0.854 d = lying 0.028 0.806 0.810 0.808 e = sitting 0.045 0.713 0.661 0.686 f = standing 0.002 0.992 0.989 0.990 g = running 0.035 0.714 0.470 0.567 h = walking ------------------------------------------------------- 0.039 0.761 0.752 0.751 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.011 0.785 0.275 0.407 a = climbing down 0.136 0.539 0.977 0.695 b = climbing up 0.028 0.418 1.000 0.590 c = jumping 0.024 0.833 0.865 0.849 d = lying 0.015 0.830 0.483 0.611 e = sitting 0.097 0.596 0.824 0.692 f = standing 0.001 0.993 0.794 0.883 g = running 0.002 0.983 0.775 0.867 h = walking ------------------------------------------------------- 0.041 0.791 0.727 0.719 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.722 0.540 0.618 a = climbing down 0.050 0.783 0.537 0.637 b = climbing up 0.000 1.000 0.494 0.662 c = jumping 0.054 0.656 0.807 0.724 d = lying 0.115 0.509 0.757 0.609 e = sitting 0.097 0.228 0.181 0.202 f = standing 0.011 0.898 0.650 0.754 g = running 0.105 0.578 0.923 0.711 h = walking ------------------------------------------------------- 0.064 0.643 0.615 0.608 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.058 0.675 0.906 0.774 a = climbing down 0.059 0.628 0.764 0.689 b = climbing up 0.002 0.927 0.937 0.932 c = jumping 0.016 0.912 0.974 0.942 d = lying 0.047 0.740 0.926 0.823 e = sitting 0.016 0.905 0.853 0.878 f = standing 0.003 0.984 0.804 0.885 g = running 0.010 0.896 0.494 0.637 h = walking ------------------------------------------------------- 0.026 0.840 0.816 0.814 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.064 0.607 0.770 0.679 a = climbing down 0.024 0.768 0.643 0.700 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.015 0.840 0.451 0.587 d = lying 0.024 0.842 0.674 0.749 e = sitting 0.137 0.511 0.864 0.642 f = standing 0.020 0.902 0.998 0.948 g = running 0.010 0.932 0.768 0.842 h = walking ------------------------------------------------------- 0.040 0.786 0.747 0.747 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.851 0.653 0.739 a = climbing down 0.040 0.768 0.754 0.761 b = climbing up 0.000 0.986 0.817 0.893 c = jumping 0.002 0.983 0.675 0.800 d = lying 0.027 0.830 0.877 0.853 e = sitting 0.068 0.663 0.836 0.740 f = standing 0.005 0.971 0.988 0.979 g = running 0.058 0.739 0.883 0.804 h = walking ------------------------------------------------------- 0.031 0.832 0.815 0.815 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.844 0.901 a = climbing down 0.039 0.792 0.934 0.857 b = climbing up 0.000 1.000 0.920 0.959 c = jumping 0.005 0.969 0.982 0.976 d = lying 0.074 0.618 0.813 0.702 e = sitting 0.030 0.738 0.512 0.605 f = standing 0.003 0.981 0.998 0.990 g = running 0.012 0.927 0.869 0.897 h = walking ------------------------------------------------------- 0.023 0.863 0.855 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.943 0.551 0.696 a = climbing down 0.113 0.552 0.959 0.701 b = climbing up 0.001 0.947 0.978 0.963 c = jumping 0.000 0.997 0.904 0.948 d = lying 0.109 0.603 0.855 0.707 e = sitting 0.040 0.638 0.401 0.493 f = standing 0.003 0.982 0.989 0.985 g = running 0.011 0.904 0.589 0.713 h = walking ------------------------------------------------------- 0.040 0.801 0.759 0.755 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.183 0.247 0.806 0.378 a = climbing down 0.004 0.892 0.225 0.359 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.001 0.997 0.955 0.976 d = lying 0.166 0.496 0.993 0.662 e = sitting 0.005 0.827 0.116 0.203 f = standing 0.042 0.812 0.993 0.894 g = running 0.010 0.883 0.383 0.535 h = walking ------------------------------------------------------- 0.046 0.786 0.635 0.603 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.618 0.735 a = climbing down 0.185 0.415 0.905 0.569 b = climbing up 0.000 0.984 0.361 0.528 c = jumping 0.007 0.958 0.948 0.953 d = lying 0.016 0.837 0.590 0.692 e = sitting 0.065 0.691 0.879 0.773 f = standing 0.016 0.912 0.921 0.917 g = running 0.024 0.675 0.260 0.375 h = walking ------------------------------------------------------- 0.043 0.778 0.721 0.713 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.795 0.770 0.782 a = climbing down 0.029 0.843 0.887 0.864 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.972 0.965 0.968 d = lying 0.085 0.440 0.442 0.441 e = sitting 0.091 0.509 0.515 0.512 f = standing 0.002 0.987 0.834 0.904 g = running 0.027 0.857 0.957 0.904 h = walking ------------------------------------------------------- 0.037 0.777 0.773 0.774 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.274 0.330 0.964 0.492 a = climbing down 0.006 0.829 0.220 0.348 b = climbing up 0.001 0.970 0.994 0.982 c = jumping 0.004 0.973 0.966 0.969 d = lying 0.036 0.822 0.907 0.863 e = sitting 0.018 0.870 0.766 0.815 f = standing 0.001 0.997 0.984 0.990 g = running 0.007 0.423 0.027 0.051 h = walking ------------------------------------------------------- 0.044 0.757 0.698 0.659 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.028 0.799 0.890 0.842 a = climbing down 0.027 0.771 0.585 0.665 b = climbing up 0.000 0.994 0.984 0.989 c = jumping 0.017 0.908 0.989 0.947 d = lying 0.009 0.872 0.395 0.544 e = sitting 0.111 0.506 0.834 0.630 f = standing 0.003 0.985 0.767 0.862 g = running 0.073 0.694 0.874 0.773 h = walking ------------------------------------------------------- 0.036 0.806 0.768 0.764 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.054 0.012 0.020 a = climbing down 0.069 0.650 0.659 0.654 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.003 0.978 0.747 0.847 d = lying 0.031 0.465 0.236 0.313 e = sitting 0.156 0.415 0.861 0.560 f = standing 0.003 0.982 0.625 0.764 g = running 0.176 0.421 0.884 0.570 h = walking ------------------------------------------------------- 0.060 0.615 0.589 0.567 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.046 0.668 0.815 0.734 a = climbing down 0.042 0.750 0.921 0.827 b = climbing up 0.000 0.989 0.533 0.693 c = jumping 0.040 0.743 0.792 0.767 d = lying 0.049 0.723 0.918 0.809 e = sitting 0.041 0.721 0.646 0.681 f = standing 0.013 0.951 0.861 0.904 g = running 0.008 0.925 0.624 0.746 h = walking ------------------------------------------------------- 0.031 0.808 0.791 0.790 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.116 0.475 0.868 0.614 a = climbing down 0.085 0.423 0.472 0.446 b = climbing up 0.028 0.366 0.978 0.533 c = jumping 0.024 0.869 0.959 0.912 d = lying 0.019 0.846 0.585 0.691 e = sitting 0.081 0.622 0.766 0.687 f = standing 0.001 0.995 0.806 0.891 g = running 0.020 0.683 0.235 0.349 h = walking ------------------------------------------------------- 0.044 0.718 0.671 0.662 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.112 0.464 0.654 0.543 a = climbing down 0.049 0.726 0.827 0.773 b = climbing up 0.033 0.379 0.982 0.547 c = jumping 0.007 0.941 0.900 0.920 d = lying 0.042 0.745 0.680 0.711 e = sitting 0.070 0.638 0.790 0.706 f = standing 0.001 0.992 0.723 0.836 g = running 0.040 0.463 0.221 0.299 h = walking ------------------------------------------------------- 0.044 0.711 0.688 0.684 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.010 0.861 0.743 0.798 a = climbing down 0.026 0.876 0.599 0.711 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.044 0.667 0.676 0.672 d = lying 0.031 0.810 0.827 0.819 e = sitting 0.101 0.534 0.706 0.608 f = standing 0.013 0.923 0.975 0.948 g = running 0.046 0.763 0.916 0.833 h = walking ------------------------------------------------------- 0.038 0.787 0.768 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.770 0.845 a = climbing down 0.050 0.707 0.928 0.802 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.010 0.943 0.998 0.970 d = lying 0.072 0.655 0.781 0.713 e = sitting 0.041 0.753 0.712 0.732 f = standing 0.001 0.992 0.832 0.905 g = running 0.017 0.888 0.789 0.836 h = walking ------------------------------------------------------- 0.027 0.846 0.830 0.833 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.120 0.418 0.772 0.543 a = climbing down 0.077 0.372 0.466 0.414 b = climbing up 0.000 0.993 0.826 0.902 c = jumping 0.008 0.938 0.674 0.784 d = lying 0.054 0.565 0.366 0.444 e = sitting 0.168 0.466 0.746 0.574 f = standing 0.033 0.849 0.981 0.910 g = running 0.013 0.571 0.096 0.164 h = walking ------------------------------------------------------- 0.064 0.628 0.590 0.564 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.058 0.463 0.406 0.432 a = climbing down 0.129 0.429 0.649 0.517 b = climbing up 0.008 0.694 0.833 0.757 c = jumping 0.003 0.979 0.791 0.875 d = lying 0.051 0.656 0.624 0.640 e = sitting 0.089 0.582 0.717 0.642 f = standing 0.005 0.961 0.634 0.764 g = running 0.062 0.652 0.628 0.640 h = walking ------------------------------------------------------- 0.054 0.689 0.649 0.658 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.936 0.883 0.909 a = climbing down 0.025 0.849 0.885 0.867 b = climbing up 0.000 0.975 0.951 0.963 c = jumping 0.001 0.996 0.987 0.992 d = lying 0.088 0.637 0.894 0.744 e = sitting 0.019 0.782 0.439 0.562 f = standing 0.002 0.988 0.997 0.993 g = running 0.018 0.905 0.897 0.901 h = walking ------------------------------------------------------- 0.023 0.872 0.863 0.858 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.902 0.591 0.714 a = climbing down 0.092 0.593 0.863 0.703 b = climbing up 0.000 0.995 0.984 0.989 c = jumping 0.002 0.989 0.958 0.973 d = lying 0.123 0.584 0.933 0.719 e = sitting 0.014 0.587 0.141 0.227 f = standing 0.009 0.949 0.998 0.973 g = running 0.035 0.777 0.641 0.703 h = walking ------------------------------------------------------- 0.042 0.774 0.758 0.735 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.105 0.313 0.727 0.437 a = climbing down 0.007 0.921 0.484 0.635 b = climbing up 0.000 1.000 0.563 0.720 c = jumping 0.000 0.999 0.929 0.963 d = lying 0.095 0.641 0.939 0.762 e = sitting 0.021 0.741 0.403 0.522 f = standing 0.044 0.810 0.999 0.895 g = running 0.007 0.954 0.721 0.821 h = walking ------------------------------------------------------- 0.033 0.818 0.752 0.754 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.782 0.790 0.786 a = climbing down 0.022 0.782 0.537 0.637 b = climbing up 0.000 1.000 0.943 0.971 c = jumping 0.010 0.941 0.961 0.951 d = lying 0.060 0.652 0.794 0.716 e = sitting 0.028 0.789 0.622 0.696 f = standing 0.006 0.970 0.995 0.982 g = running 0.057 0.759 0.926 0.834 h = walking ------------------------------------------------------- 0.029 0.821 0.818 0.813 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.190 0.410 0.953 0.573 a = climbing down 0.042 0.774 0.776 0.775 b = climbing up 0.002 0.893 0.978 0.934 c = jumping 0.023 0.831 0.615 0.707 d = lying 0.070 0.375 0.339 0.356 e = sitting 0.128 0.317 0.396 0.352 f = standing 0.008 0.956 0.971 0.963 g = running 0.001 0.836 0.038 0.074 h = walking ------------------------------------------------------- 0.059 0.675 0.594 0.562 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.289 0.314 0.963 0.474 a = climbing down 0.002 0.835 0.071 0.131 b = climbing up 0.000 1.000 0.292 0.452 c = jumping 0.011 0.941 0.992 0.965 d = lying 0.001 0.992 0.985 0.988 e = sitting 0.002 0.988 0.922 0.954 f = standing 0.019 0.903 1.000 0.949 g = running 0.010 0.270 0.020 0.037 h = walking ------------------------------------------------------- 0.042 0.760 0.708 0.655 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.086 0.515 0.766 0.616 a = climbing down 0.116 0.501 0.788 0.612 b = climbing up 0.000 1.000 0.722 0.838 c = jumping 0.047 0.768 0.937 0.844 d = lying 0.020 0.884 0.950 0.916 e = sitting 0.010 0.919 0.677 0.779 f = standing 0.000 0.997 0.780 0.875 g = running 0.016 0.797 0.348 0.484 h = walking ------------------------------------------------------- 0.037 0.792 0.742 0.740 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.017 0.766 0.373 0.501 a = climbing down 0.116 0.609 0.939 0.739 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.006 0.953 0.794 0.866 d = lying 0.039 0.781 0.991 0.873 e = sitting 0.031 0.770 0.829 0.799 f = standing 0.001 0.995 0.829 0.905 g = running 0.031 0.777 0.741 0.759 h = walking ------------------------------------------------------- 0.034 0.818 0.793 0.787 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.163 0.388 0.866 0.535 a = climbing down 0.026 0.801 0.739 0.768 b = climbing up 0.000 1.000 0.808 0.894 c = jumping 0.044 0.718 0.734 0.726 d = lying 0.061 0.665 0.921 0.772 e = sitting 0.051 0.642 0.632 0.637 f = standing 0.005 0.979 0.765 0.859 g = running 0.034 0.191 0.046 0.074 h = walking ------------------------------------------------------- 0.046 0.664 0.663 0.641 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.769 0.695 0.730 a = climbing down 0.091 0.536 0.727 0.617 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.031 0.852 0.934 0.891 d = lying 0.017 0.890 0.964 0.925 e = sitting 0.013 0.904 0.743 0.816 f = standing 0.001 0.996 0.999 0.998 g = running 0.041 0.720 0.565 0.633 h = walking ------------------------------------------------------- 0.028 0.708 0.703 0.701 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.061 0.644 0.773 0.703 a = climbing down 0.030 0.815 0.827 0.821 b = climbing up 0.008 0.716 0.988 0.830 c = jumping 0.009 0.946 0.867 0.905 d = lying 0.024 0.832 0.835 0.833 e = sitting 0.041 0.757 0.823 0.789 f = standing 0.003 0.986 0.926 0.955 g = running 0.029 0.790 0.655 0.716 h = walking ------------------------------------------------------- 0.026 0.830 0.822 0.824 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.818 0.806 0.812 a = climbing down 0.020 0.890 0.558 0.686 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.045 0.618 0.529 0.570 d = lying 0.032 0.825 0.986 0.898 e = sitting 0.118 0.495 0.734 0.591 f = standing 0.010 0.934 0.967 0.951 g = running 0.021 0.876 0.941 0.907 h = walking ------------------------------------------------------- 0.036 0.794 0.771 0.769 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.048 0.668 0.764 0.713 a = climbing down 0.046 0.700 0.762 0.730 b = climbing up 0.000 0.994 0.965 0.979 c = jumping 0.008 0.957 0.982 0.969 d = lying 0.056 0.727 0.971 0.831 e = sitting 0.012 0.901 0.852 0.876 f = standing 0.001 0.995 0.776 0.872 g = running 0.029 0.808 0.669 0.732 h = walking ------------------------------------------------------- 0.026 0.841 0.826 0.827 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.096 0.524 0.898 0.662 a = climbing down 0.006 0.785 0.230 0.355 b = climbing up 0.001 0.963 0.981 0.972 c = jumping 0.001 0.990 0.779 0.872 d = lying 0.016 0.911 0.834 0.871 e = sitting 0.062 0.716 0.952 0.817 f = standing 0.006 0.971 0.998 0.985 g = running 0.029 0.831 0.761 0.794 h = walking ------------------------------------------------------- 0.028 0.842 0.811 0.802 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.047 0.637 0.619 0.628 a = climbing down 0.058 0.695 0.834 0.758 b = climbing up 0.027 0.434 0.929 0.591 c = jumping 0.004 0.971 0.887 0.927 d = lying 0.026 0.857 0.952 0.902 e = sitting 0.019 0.854 0.830 0.842 f = standing 0.003 0.975 0.578 0.726 g = running 0.051 0.760 0.826 0.792 h = walking ------------------------------------------------------- 0.030 0.818 0.794 0.794 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.734 0.772 0.752 a = climbing down 0.062 0.689 0.860 0.765 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.001 0.994 0.984 0.989 d = lying 0.060 0.697 0.891 0.782 e = sitting 0.018 0.842 0.620 0.714 f = standing 0.003 0.982 0.999 0.990 g = running 0.010 0.929 0.696 0.796 h = walking ------------------------------------------------------- 0.025 0.852 0.837 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.728 0.767 0.747 a = climbing down 0.092 0.601 0.909 0.724 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.003 0.984 0.958 0.971 d = lying 0.045 0.795 0.939 0.861 e = sitting 0.016 0.855 0.676 0.755 f = standing 0.003 0.982 0.999 0.991 g = running 0.009 0.906 0.485 0.632 h = walking ------------------------------------------------------- 0.027 0.849 0.825 0.821 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.338 0.665 0.448 a = climbing down 0.003 0.951 0.349 0.511 b = climbing up 0.002 0.899 0.993 0.944 c = jumping 0.000 0.991 0.175 0.297 d = lying 0.027 0.864 0.993 0.924 e = sitting 0.148 0.489 0.888 0.631 f = standing 0.040 0.828 0.998 0.905 g = running 0.010 0.950 0.881 0.914 h = walking ------------------------------------------------------- 0.039 0.821 0.720 0.692 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.860 0.516 0.645 a = climbing down 0.067 0.650 0.816 0.724 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.013 0.928 0.940 0.934 d = lying 0.014 0.848 0.513 0.639 e = sitting 0.070 0.676 0.906 0.774 f = standing 0.003 0.983 0.980 0.981 g = running 0.061 0.708 0.782 0.743 h = walking ------------------------------------------------------- 0.034 0.813 0.795 0.789 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.084 0.560 0.775 0.650 a = climbing down 0.108 0.619 0.954 0.751 b = climbing up 0.029 0.398 1.000 0.570 c = jumping 0.025 0.879 0.992 0.932 d = lying 0.053 0.409 0.300 0.346 e = sitting 0.068 0.556 0.575 0.565 f = standing 0.008 0.903 0.412 0.565 g = running 0.012 0.882 0.487 0.628 h = walking ------------------------------------------------------- 0.049 0.702 0.662 0.647 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.203 0.389 0.950 0.552 a = climbing down 0.003 0.950 0.467 0.627 b = climbing up 0.000 0.981 0.964 0.972 c = jumping 0.040 0.815 0.984 0.891 d = lying 0.001 0.996 0.984 0.990 e = sitting 0.003 0.981 0.766 0.860 f = standing 0.004 0.975 0.997 0.986 g = running 0.017 0.599 0.140 0.227 h = walking ------------------------------------------------------- 0.034 0.825 0.764 0.747 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.899 0.909 a = climbing down 0.036 0.785 0.899 0.838 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.926 0.928 0.927 d = lying 0.029 0.836 0.987 0.906 e = sitting 0.012 0.925 0.914 0.920 f = standing 0.001 0.994 0.864 0.924 g = running 0.021 0.873 0.787 0.828 h = walking ------------------------------------------------------- 0.016 0.901 0.895 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.607 0.389 0.475 a = climbing down 0.103 0.636 0.954 0.763 b = climbing up 0.000 0.986 0.919 0.951 c = jumping 0.007 0.933 0.664 0.776 d = lying 0.078 0.635 0.993 0.775 e = sitting 0.049 0.704 0.847 0.769 f = standing 0.002 0.988 0.664 0.795 g = running 0.013 0.894 0.743 0.812 h = walking ------------------------------------------------------- 0.039 0.786 0.750 0.744 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.153 0.397 0.816 0.534 a = climbing down 0.034 0.784 0.879 0.829 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.008 0.936 0.791 0.858 d = lying 0.045 0.726 0.914 0.809 e = sitting 0.034 0.773 0.830 0.801 f = standing 0.010 0.963 0.888 0.924 g = running 0.012 0.541 0.079 0.138 h = walking ------------------------------------------------------- 0.036 0.762 0.739 0.714 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.716 0.828 0.768 a = climbing down 0.114 0.364 0.457 0.405 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.041 0.805 0.894 0.847 d = lying 0.014 0.906 0.973 0.938 e = sitting 0.016 0.879 0.703 0.781 f = standing 0.002 0.991 0.998 0.995 g = running 0.049 0.608 0.411 0.491 h = walking ------------------------------------------------------- 0.036 0.659 0.658 0.653 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.240 0.333 0.834 0.476 a = climbing down 0.036 0.635 0.400 0.491 b = climbing up 0.002 0.903 0.925 0.914 c = jumping 0.028 0.834 0.868 0.851 d = lying 0.016 0.863 0.698 0.772 e = sitting 0.062 0.673 0.771 0.719 f = standing 0.003 0.985 0.966 0.975 g = running 0.004 0.310 0.011 0.021 h = walking ------------------------------------------------------- 0.051 0.677 0.660 0.629 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.140 0.317 0.655 0.427 a = climbing down 0.039 0.843 0.687 0.757 b = climbing up 0.000 0.973 0.833 0.898 c = jumping 0.041 0.596 0.476 0.530 d = lying 0.051 0.748 0.968 0.844 e = sitting 0.106 0.488 0.648 0.557 f = standing 0.005 0.708 0.077 0.139 g = running 0.020 0.879 0.916 0.897 h = walking ------------------------------------------------------- 0.051 0.696 0.647 0.627 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.039 0.747 0.878 0.807 a = climbing down 0.019 0.834 0.690 0.755 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.017 0.911 0.972 0.940 d = lying 0.041 0.786 0.987 0.875 e = sitting 0.007 0.942 0.858 0.898 f = standing 0.002 0.990 0.818 0.895 g = running 0.024 0.868 0.875 0.871 h = walking ------------------------------------------------------- 0.020 0.880 0.871 0.870 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.245 0.283 0.800 0.418 a = climbing down 0.016 0.351 0.069 0.115 b = climbing up 0.149 0.113 0.917 0.201 c = jumping 0.067 0.619 0.614 0.617 d = lying 0.027 0.841 0.745 0.790 e = sitting 0.085 0.511 0.562 0.535 f = standing 0.026 0.289 0.056 0.094 g = running 0.005 0.883 0.205 0.333 h = walking ------------------------------------------------------- 0.062 0.553 0.442 0.422 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.843 0.548 0.664 a = climbing down 0.120 0.574 0.922 0.708 b = climbing up 0.000 1.000 0.722 0.838 c = jumping 0.005 0.949 0.565 0.708 d = lying 0.051 0.755 0.977 0.851 e = sitting 0.049 0.643 0.682 0.662 f = standing 0.007 0.964 0.978 0.971 g = running 0.018 0.882 0.690 0.775 h = walking ------------------------------------------------------- 0.037 0.811 0.774 0.771 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.802 0.863 a = climbing down 0.050 0.735 0.919 0.817 b = climbing up 0.000 0.993 0.790 0.880 c = jumping 0.041 0.808 0.971 0.882 d = lying 0.061 0.683 0.893 0.774 e = sitting 0.018 0.789 0.399 0.530 f = standing 0.005 0.970 0.993 0.981 g = running 0.013 0.921 0.831 0.874 h = walking ------------------------------------------------------- 0.027 0.841 0.831 0.821 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.040 0.687 0.798 0.738 a = climbing down 0.055 0.691 0.854 0.764 b = climbing up 0.000 0.994 0.918 0.955 c = jumping 0.003 0.982 0.947 0.964 d = lying 0.102 0.649 0.979 0.781 e = sitting 0.010 0.872 0.388 0.537 f = standing 0.008 0.956 0.998 0.976 g = running 0.010 0.918 0.627 0.745 h = walking ------------------------------------------------------- 0.032 0.833 0.804 0.794 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.098 0.290 0.568 0.384 a = climbing down 0.005 0.888 0.265 0.409 b = climbing up 0.000 0.994 0.952 0.972 c = jumping 0.003 0.986 0.929 0.957 d = lying 0.027 0.859 0.993 0.921 e = sitting 0.005 0.970 0.882 0.924 f = standing 0.051 0.785 1.000 0.879 g = running 0.006 0.966 0.878 0.920 h = walking ------------------------------------------------------- 0.021 0.872 0.826 0.821 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.043 0.667 0.603 0.633 a = climbing down 0.143 0.445 0.788 0.569 b = climbing up 0.000 0.982 0.982 0.982 c = jumping 0.007 0.957 0.898 0.927 d = lying 0.015 0.854 0.607 0.710 e = sitting 0.071 0.671 0.906 0.771 f = standing 0.001 0.996 0.854 0.920 g = running 0.042 0.620 0.359 0.455 h = walking ------------------------------------------------------- 0.043 0.757 0.722 0.721 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.146 0.479 0.935 0.633 a = climbing down 0.036 0.784 0.746 0.765 b = climbing up 0.019 0.463 0.956 0.624 c = jumping 0.049 0.779 0.991 0.872 d = lying 0.042 0.463 0.230 0.307 e = sitting 0.079 0.538 0.643 0.586 f = standing 0.012 0.913 0.732 0.812 g = running 0.005 0.910 0.315 0.468 h = walking ------------------------------------------------------- 0.050 0.703 0.660 0.640 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.262 0.340 0.977 0.504 a = climbing down 0.004 0.905 0.305 0.456 b = climbing up 0.002 0.854 0.472 0.608 c = jumping 0.019 0.902 0.978 0.939 d = lying 0.127 0.567 0.938 0.707 e = sitting 0.010 0.578 0.091 0.158 f = standing 0.015 0.922 0.989 0.954 g = running 0.003 0.150 0.003 0.005 h = walking ------------------------------------------------------- 0.058 0.627 0.617 0.543 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.954 0.938 0.946 a = climbing down 0.046 0.743 0.899 0.813 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.958 0.987 0.972 d = lying 0.023 0.864 0.975 0.917 e = sitting 0.005 0.965 0.913 0.938 f = standing 0.000 0.998 0.918 0.956 g = running 0.018 0.885 0.743 0.808 h = walking ------------------------------------------------------- 0.014 0.915 0.909 0.909 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.019 0.711 0.314 0.435 a = climbing down 0.125 0.593 0.955 0.732 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.007 0.952 0.814 0.877 d = lying 0.063 0.688 0.958 0.801 e = sitting 0.042 0.692 0.761 0.725 f = standing 0.001 0.993 0.722 0.836 g = running 0.017 0.869 0.782 0.823 h = walking ------------------------------------------------------- 0.038 0.799 0.764 0.757 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.134 0.434 0.862 0.577 a = climbing down 0.033 0.784 0.855 0.818 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.033 0.791 0.810 0.800 d = lying 0.045 0.717 0.875 0.789 e = sitting 0.045 0.683 0.668 0.676 f = standing 0.005 0.979 0.858 0.915 g = running 0.016 0.639 0.165 0.262 h = walking ------------------------------------------------------- 0.037 0.754 0.726 0.709 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.884 0.713 0.790 a = climbing down 0.125 0.461 0.784 0.580 b = climbing up 0.000 0.992 0.963 0.977 c = jumping 0.017 0.906 0.945 0.925 d = lying 0.021 0.889 0.954 0.920 e = sitting 0.014 0.904 0.790 0.843 f = standing 0.001 0.994 0.999 0.996 g = running 0.026 0.744 0.434 0.548 h = walking ------------------------------------------------------- 0.028 0.839 0.812 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.053 0.715 0.910 0.801 a = climbing down 0.010 0.916 0.707 0.798 b = climbing up 0.000 0.988 0.959 0.973 c = jumping 0.014 0.909 0.888 0.898 d = lying 0.029 0.789 0.737 0.762 e = sitting 0.055 0.697 0.802 0.746 f = standing 0.002 0.990 0.934 0.961 g = running 0.014 0.914 0.900 0.907 h = walking ------------------------------------------------------- 0.024 0.857 0.846 0.848 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.834 0.865 a = climbing down 0.020 0.894 0.564 0.691 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.044 0.621 0.569 0.594 d = lying 0.024 0.863 0.966 0.912 e = sitting 0.104 0.541 0.774 0.637 f = standing 0.006 0.963 0.974 0.968 g = running 0.039 0.800 0.940 0.864 h = walking ------------------------------------------------------- 0.034 0.809 0.788 0.786 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.017 0.868 0.893 0.880 a = climbing down 0.018 0.852 0.749 0.797 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.007 0.957 0.994 0.975 d = lying 0.057 0.754 0.942 0.837 e = sitting 0.014 0.879 0.782 0.828 f = standing 0.003 0.983 0.828 0.899 g = running 0.029 0.848 0.911 0.879 h = walking ------------------------------------------------------- 0.020 0.884 0.876 0.876 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.067 0.608 0.904 0.727 a = climbing down 0.029 0.684 0.622 0.652 b = climbing up 0.000 0.994 0.978 0.986 c = jumping 0.002 0.989 0.763 0.862 d = lying 0.027 0.863 0.836 0.849 e = sitting 0.067 0.678 0.879 0.766 f = standing 0.012 0.941 0.994 0.967 g = running 0.004 0.965 0.651 0.778 h = walking ------------------------------------------------------- 0.026 0.846 0.818 0.820 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.726 0.808 a = climbing down 0.089 0.620 0.910 0.738 b = climbing up 0.001 0.974 0.868 0.918 c = jumping 0.003 0.978 0.857 0.913 d = lying 0.036 0.812 0.944 0.873 e = sitting 0.025 0.795 0.741 0.767 f = standing 0.004 0.980 0.979 0.980 g = running 0.017 0.890 0.700 0.784 h = walking ------------------------------------------------------- 0.025 0.862 0.841 0.843 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.031 0.761 0.883 0.818 a = climbing down 0.023 0.840 0.760 0.798 b = climbing up 0.001 0.968 0.984 0.976 c = jumping 0.002 0.989 0.984 0.987 d = lying 0.069 0.709 0.967 0.818 e = sitting 0.008 0.909 0.549 0.685 f = standing 0.004 0.978 0.996 0.987 g = running 0.020 0.890 0.851 0.870 h = walking ------------------------------------------------------- 0.022 0.876 0.864 0.860 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.927 0.576 0.710 a = climbing down 0.116 0.559 0.943 0.702 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.984 0.958 0.971 d = lying 0.069 0.713 0.928 0.807 e = sitting 0.009 0.864 0.421 0.566 f = standing 0.014 0.927 0.998 0.962 g = running 0.021 0.850 0.614 0.713 h = walking ------------------------------------------------------- 0.034 0.834 0.797 0.790 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.250 0.377 0.301 a = climbing down 0.002 0.960 0.323 0.483 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.000 1.000 0.879 0.936 d = lying 0.023 0.888 0.974 0.929 e = sitting 0.018 0.886 0.903 0.894 f = standing 0.078 0.713 1.000 0.832 g = running 0.005 0.977 0.942 0.959 h = walking ------------------------------------------------------- 0.024 0.864 0.823 0.817 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.902 0.739 0.812 a = climbing down 0.043 0.737 0.828 0.780 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.007 0.957 0.944 0.950 d = lying 0.022 0.842 0.826 0.834 e = sitting 0.026 0.845 0.889 0.866 f = standing 0.001 0.996 0.974 0.985 g = running 0.032 0.837 0.871 0.854 h = walking ------------------------------------------------------- 0.020 0.880 0.877 0.877 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.780 0.668 0.720 a = climbing down 0.042 0.810 0.955 0.876 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.004 0.948 0.423 0.585 d = lying 0.064 0.340 0.280 0.307 e = sitting 0.191 0.386 0.630 0.479 f = standing 0.000 0.997 0.854 0.920 g = running 0.021 0.885 0.946 0.915 h = walking ------------------------------------------------------- 0.051 0.752 0.703 0.705 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.198 0.401 0.964 0.567 a = climbing down 0.010 0.841 0.410 0.551 b = climbing up 0.001 0.970 0.988 0.978 c = jumping 0.001 0.997 0.983 0.990 d = lying 0.011 0.939 0.987 0.963 e = sitting 0.001 0.990 0.927 0.957 f = standing 0.003 0.983 0.996 0.989 g = running 0.009 0.825 0.230 0.360 h = walking ------------------------------------------------------- 0.029 0.868 0.795 0.783 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.936 0.929 0.933 a = climbing down 0.023 0.855 0.889 0.872 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.029 0.848 0.992 0.914 d = lying 0.021 0.870 0.961 0.913 e = sitting 0.003 0.975 0.811 0.886 f = standing 0.003 0.985 0.894 0.938 g = running 0.020 0.893 0.879 0.886 h = walking ------------------------------------------------------- 0.015 0.913 0.908 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.679 0.612 0.644 a = climbing down 0.079 0.683 0.890 0.773 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.007 0.948 0.836 0.889 d = lying 0.050 0.735 0.986 0.842 e = sitting 0.023 0.817 0.813 0.815 f = standing 0.001 0.997 0.822 0.901 g = running 0.011 0.908 0.722 0.804 h = walking ------------------------------------------------------- 0.029 0.835 0.816 0.818 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.059 0.613 0.812 0.699 a = climbing down 0.021 0.838 0.774 0.805 b = climbing up 0.000 1.000 0.575 0.730 c = jumping 0.044 0.697 0.693 0.695 d = lying 0.066 0.671 0.974 0.794 e = sitting 0.046 0.695 0.637 0.665 f = standing 0.011 0.956 0.805 0.874 g = running 0.025 0.820 0.686 0.747 h = walking ------------------------------------------------------- 0.035 0.783 0.763 0.764 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.698 0.783 0.738 a = climbing down 0.113 0.384 0.489 0.430 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.009 0.951 0.950 0.951 d = lying 0.010 0.930 0.904 0.917 e = sitting 0.021 0.881 0.899 0.890 f = standing 0.001 0.995 1.000 0.998 g = running 0.056 0.562 0.388 0.459 h = walking ------------------------------------------------------- 0.032 0.675 0.677 0.673 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.026 0.805 0.736 0.769 a = climbing down 0.038 0.781 0.856 0.817 b = climbing up 0.013 0.597 0.994 0.746 c = jumping 0.006 0.959 0.863 0.909 d = lying 0.026 0.811 0.765 0.787 e = sitting 0.054 0.713 0.840 0.772 f = standing 0.002 0.987 0.885 0.933 g = running 0.021 0.877 0.871 0.874 h = walking ------------------------------------------------------- 0.024 0.848 0.838 0.840 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.856 0.806 0.831 a = climbing down 0.020 0.899 0.599 0.719 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.034 0.660 0.527 0.586 d = lying 0.030 0.825 0.926 0.873 e = sitting 0.120 0.507 0.733 0.599 f = standing 0.003 0.981 0.974 0.977 g = running 0.039 0.796 0.944 0.863 h = walking ------------------------------------------------------- 0.037 0.800 0.777 0.777 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.065 0.631 0.922 0.750 a = climbing down 0.035 0.634 0.459 0.532 b = climbing up 0.092 0.185 0.966 0.310 c = jumping 0.010 0.941 0.972 0.956 d = lying 0.050 0.718 0.870 0.787 e = sitting 0.026 0.865 0.929 0.896 f = standing 0.001 0.985 0.258 0.409 g = running 0.034 0.783 0.704 0.742 h = walking ------------------------------------------------------- 0.030 0.800 0.717 0.708 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.079 0.577 0.931 0.712 a = climbing down 0.019 0.743 0.561 0.639 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.002 0.985 0.750 0.852 d = lying 0.024 0.876 0.867 0.872 e = sitting 0.062 0.716 0.915 0.804 f = standing 0.008 0.958 0.999 0.978 g = running 0.008 0.937 0.653 0.770 h = walking ------------------------------------------------------- 0.026 0.853 0.824 0.824 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.019 0.819 0.682 0.744 a = climbing down 0.110 0.564 0.936 0.704 b = climbing up 0.000 0.993 0.811 0.893 c = jumping 0.005 0.972 0.928 0.950 d = lying 0.022 0.825 0.664 0.736 e = sitting 0.060 0.705 0.862 0.776 f = standing 0.007 0.963 0.987 0.975 g = running 0.012 0.888 0.519 0.655 h = walking ------------------------------------------------------- 0.032 0.829 0.798 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.868 0.877 a = climbing down 0.032 0.823 0.907 0.863 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.001 0.997 0.989 0.993 d = lying 0.063 0.662 0.805 0.727 e = sitting 0.031 0.746 0.591 0.659 f = standing 0.003 0.982 0.999 0.990 g = running 0.011 0.933 0.857 0.894 h = walking ------------------------------------------------------- 0.021 0.870 0.866 0.865 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.891 0.447 0.595 a = climbing down 0.143 0.495 0.914 0.642 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.989 0.956 0.972 d = lying 0.088 0.666 0.933 0.777 e = sitting 0.018 0.758 0.402 0.526 f = standing 0.001 0.996 0.999 0.997 g = running 0.024 0.794 0.486 0.603 h = walking ------------------------------------------------------- 0.040 0.804 0.758 0.749 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.290 0.153 0.765 0.255 a = climbing down 0.003 0.863 0.126 0.220 b = climbing up 0.152 0.104 0.933 0.187 c = jumping 0.000 0.999 0.871 0.930 d = lying 0.118 0.579 0.939 0.717 e = sitting 0.030 0.611 0.297 0.400 f = standing 0.030 0.290 0.064 0.104 g = running 0.009 0.229 0.012 0.024 h = walking ------------------------------------------------------- 0.050 0.545 0.418 0.383 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.822 0.782 0.802 a = climbing down 0.036 0.726 0.651 0.687 b = climbing up 0.000 0.987 0.975 0.981 c = jumping 0.014 0.919 0.952 0.936 d = lying 0.017 0.806 0.487 0.607 e = sitting 0.071 0.684 0.879 0.769 f = standing 0.001 0.993 0.994 0.994 g = running 0.046 0.787 0.886 0.833 h = walking ------------------------------------------------------- 0.029 0.826 0.822 0.816 Weighted Avg. Run: 9 >> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.906 0.657 0.762 a = climbing down 0.062 0.629 0.685 0.656 b = climbing up 0.000 1.000 0.816 0.899 c = jumping 0.009 0.947 0.973 0.960 d = lying 0.117 0.497 0.570 0.531 e = sitting 0.078 0.310 0.231 0.265 f = standing 0.008 0.957 0.991 0.974 g = running 0.055 0.721 0.822 0.768 h = walking ------------------------------------------------------- 0.050 0.710 0.713 0.707 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.041 0.788 0.931 0.854 a = climbing down 0.168 0.113 0.683 0.194 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.032 0.814 0.674 0.737 d = lying 0.125 0.588 0.842 0.693 e = sitting 0.043 0.720 0.525 0.607 f = standing 0.000 0.998 0.998 0.998 g = running 0.001 0.700 0.013 0.025 h = walking ------------------------------------------------------- 0.046 0.736 0.636 0.612 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.020 0.840 0.916 0.876 a = climbing down 0.039 0.750 0.754 0.752 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.027 0.859 0.951 0.903 d = lying 0.032 0.731 0.536 0.618 e = sitting 0.077 0.569 0.730 0.639 f = standing 0.003 0.984 0.902 0.941 g = running 0.023 0.875 0.829 0.851 h = walking ------------------------------------------------------- 0.029 0.817 0.809 0.809 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.037 0.729 0.649 0.687 a = climbing down 0.138 0.546 0.911 0.683 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.868 0.915 d = lying 0.119 0.466 0.895 0.613 e = sitting 0.032 0.666 0.449 0.536 f = standing 0.000 0.998 0.754 0.859 g = running 0.009 0.831 0.318 0.460 h = walking ------------------------------------------------------- 0.045 0.770 0.704 0.702 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.109 0.493 0.935 0.646 a = climbing down 0.021 0.826 0.668 0.739 b = climbing up 0.000 0.984 0.795 0.879 c = jumping 0.030 0.760 0.626 0.687 d = lying 0.058 0.681 0.925 0.784 e = sitting 0.062 0.602 0.647 0.624 f = standing 0.005 0.980 0.860 0.916 g = running 0.031 0.649 0.356 0.460 h = walking ------------------------------------------------------- 0.038 0.753 0.722 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.105 0.519 0.837 0.641 a = climbing down 0.082 0.605 0.855 0.709 b = climbing up 0.000 1.000 0.631 0.774 c = jumping 0.053 0.742 0.868 0.800 d = lying 0.018 0.876 0.795 0.833 e = sitting 0.053 0.669 0.601 0.633 f = standing 0.013 0.939 0.998 0.968 g = running 0.005 0.426 0.022 0.042 h = walking ------------------------------------------------------- 0.044 0.699 0.716 0.674 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.121 0.432 0.706 0.536 a = climbing down 0.039 0.742 0.673 0.706 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.015 0.881 0.778 0.826 d = lying 0.060 0.565 0.535 0.550 e = sitting 0.092 0.564 0.666 0.611 f = standing 0.001 0.994 0.953 0.973 g = running 0.052 0.487 0.289 0.363 h = walking ------------------------------------------------------- 0.051 0.685 0.670 0.669 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.761 0.889 0.820 a = climbing down 0.164 0.506 0.554 0.529 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.053 0.682 0.736 0.708 d = lying 0.026 0.742 0.720 0.731 e = sitting 0.131 0.476 0.715 0.572 f = standing 0.025 0.866 0.966 0.913 g = running 0.013 0.681 0.161 0.260 h = walking ------------------------------------------------------- 0.074 0.657 0.636 0.608 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.981 0.689 0.809 a = climbing down 0.044 0.742 0.849 0.792 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.007 0.955 0.982 0.968 d = lying 0.045 0.731 0.748 0.739 e = sitting 0.050 0.700 0.728 0.714 f = standing 0.000 0.999 0.928 0.962 g = running 0.028 0.840 0.926 0.881 h = walking ------------------------------------------------------- 0.024 0.856 0.847 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.930 0.747 0.829 a = climbing down 0.076 0.608 0.946 0.740 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.034 0.723 0.482 0.578 d = lying 0.050 0.481 0.237 0.317 e = sitting 0.188 0.415 0.822 0.551 f = standing 0.006 0.969 0.972 0.970 g = running 0.002 0.987 0.701 0.820 h = walking ------------------------------------------------------- 0.050 0.735 0.689 0.683 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.870 0.578 0.695 a = climbing down 0.034 0.637 0.349 0.451 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.010 0.888 0.423 0.573 d = lying 0.058 0.599 0.602 0.601 e = sitting 0.151 0.432 0.653 0.520 f = standing 0.005 0.976 0.998 0.987 g = running 0.135 0.534 0.931 0.678 h = walking ------------------------------------------------------- 0.057 0.711 0.655 0.650 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.802 0.718 0.758 a = climbing down 0.136 0.488 0.858 0.622 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.003 0.985 0.962 0.973 d = lying 0.104 0.555 0.860 0.675 e = sitting 0.026 0.706 0.369 0.485 f = standing 0.004 0.976 1.000 0.988 g = running 0.013 0.834 0.353 0.496 h = walking ------------------------------------------------------- 0.041 0.778 0.732 0.721 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.022 0.729 0.535 0.617 a = climbing down 0.189 0.434 0.783 0.558 b = climbing up 0.000 1.000 0.933 0.965 c = jumping 0.002 0.988 0.856 0.917 d = lying 0.135 0.410 0.782 0.538 e = sitting 0.046 0.575 0.303 0.396 f = standing 0.005 0.975 1.000 0.987 g = running 0.031 0.376 0.113 0.174 h = walking ------------------------------------------------------- 0.059 0.656 0.630 0.610 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.191 0.239 0.882 0.376 a = climbing down 0.073 0.456 0.396 0.424 b = climbing up 0.000 0.982 0.965 0.973 c = jumping 0.004 0.981 0.974 0.978 d = lying 0.103 0.567 0.760 0.649 e = sitting 0.046 0.624 0.420 0.502 f = standing 0.016 0.913 0.992 0.951 g = running 0.003 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.054 0.595 0.674 0.607 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.833 0.754 0.792 a = climbing down 0.167 0.468 0.889 0.614 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.017 0.907 0.919 0.913 d = lying 0.050 0.704 0.706 0.705 e = sitting 0.051 0.669 0.647 0.658 f = standing 0.003 0.983 0.992 0.988 g = running 0.008 0.755 0.149 0.249 h = walking ------------------------------------------------------- 0.044 0.767 0.731 0.710 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.088 0.566 0.943 0.707 a = climbing down 0.022 0.822 0.660 0.732 b = climbing up 0.000 0.991 0.789 0.879 c = jumping 0.057 0.755 0.992 0.857 d = lying 0.076 0.553 0.469 0.508 e = sitting 0.055 0.538 0.441 0.485 f = standing 0.005 0.970 0.868 0.916 g = running 0.036 0.748 0.617 0.677 h = walking ------------------------------------------------------- 0.047 0.718 0.708 0.701 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.037 0.804 0.947 0.870 a = climbing down 0.046 0.340 0.774 0.472 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.084 0.737 0.989 0.845 d = lying 0.001 0.994 0.983 0.989 e = sitting 0.005 0.963 0.595 0.735 f = standing 0.000 0.997 0.998 0.998 g = running 0.004 0.968 0.632 0.765 h = walking ------------------------------------------------------- 0.024 0.890 0.847 0.848 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.894 0.961 0.926 a = climbing down 0.060 0.688 0.870 0.768 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.019 0.897 0.970 0.932 d = lying 0.035 0.813 0.966 0.883 e = sitting 0.007 0.955 0.842 0.895 f = standing 0.001 0.996 0.866 0.926 g = running 0.011 0.922 0.687 0.788 h = walking ------------------------------------------------------- 0.019 0.889 0.876 0.876 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.047 0.702 0.720 0.711 a = climbing down 0.108 0.600 0.892 0.717 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.959 0.699 0.809 d = lying 0.073 0.611 0.983 0.754 e = sitting 0.039 0.717 0.696 0.706 f = standing 0.001 0.994 0.870 0.928 g = running 0.011 0.830 0.351 0.493 h = walking ------------------------------------------------------- 0.037 0.795 0.754 0.749 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.109 0.503 0.897 0.645 a = climbing down 0.065 0.587 0.666 0.624 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.023 0.850 0.789 0.818 d = lying 0.053 0.704 0.981 0.820 e = sitting 0.033 0.753 0.712 0.732 f = standing 0.002 0.990 0.854 0.917 g = running 0.047 0.185 0.062 0.092 h = walking ------------------------------------------------------- 0.041 0.688 0.709 0.683 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.043 0.739 0.893 0.809 a = climbing down 0.086 0.560 0.756 0.643 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.060 0.704 0.793 0.746 d = lying 0.026 0.858 0.973 0.912 e = sitting 0.031 0.762 0.560 0.645 f = standing 0.001 0.996 0.996 0.996 g = running 0.025 0.679 0.340 0.453 h = walking ------------------------------------------------------- 0.037 0.769 0.765 0.754 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.035 0.735 0.772 0.753 a = climbing down 0.060 0.653 0.714 0.682 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.018 0.895 0.837 0.865 d = lying 0.029 0.776 0.727 0.751 e = sitting 0.065 0.660 0.744 0.700 f = standing 0.001 0.993 0.983 0.988 g = running 0.041 0.726 0.640 0.680 h = walking ------------------------------------------------------- 0.034 0.788 0.784 0.785 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.003 0.747 0.072 0.132 a = climbing down 0.309 0.268 0.381 0.314 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.111 0.455 0.623 0.526 d = lying 0.026 0.789 0.940 0.858 e = sitting 0.094 0.467 0.505 0.485 f = standing 0.094 0.629 0.969 0.763 g = running 0.009 0.015 0.001 0.001 h = walking ------------------------------------------------------- 0.115 0.443 0.470 0.409 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.969 0.586 0.730 a = climbing down 0.107 0.529 0.869 0.658 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.031 0.846 0.970 0.904 d = lying 0.043 0.790 0.929 0.854 e = sitting 0.026 0.763 0.642 0.697 f = standing 0.001 0.996 0.838 0.910 g = running 0.024 0.819 0.627 0.710 h = walking ------------------------------------------------------- 0.031 0.831 0.797 0.798 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.016 0.816 0.806 0.811 a = climbing down 0.019 0.710 0.381 0.496 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.082 0.615 0.716 0.662 d = lying 0.028 0.753 0.433 0.550 e = sitting 0.109 0.493 0.657 0.564 f = standing 0.034 0.851 0.979 0.911 g = running 0.073 0.709 0.920 0.801 h = walking ------------------------------------------------------- 0.053 0.711 0.692 0.672 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.692 0.784 a = climbing down 0.047 0.757 0.808 0.781 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.012 0.765 0.241 0.367 d = lying 0.049 0.739 0.927 0.822 e = sitting 0.113 0.458 0.706 0.556 f = standing 0.002 0.988 0.987 0.987 g = running 0.045 0.773 0.884 0.824 h = walking ------------------------------------------------------- 0.037 0.783 0.758 0.744 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.836 0.758 0.795 a = climbing down 0.039 0.760 0.805 0.782 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.026 0.857 0.894 0.875 d = lying 0.058 0.706 0.925 0.801 e = sitting 0.024 0.786 0.531 0.633 f = standing 0.004 0.978 0.999 0.988 g = running 0.021 0.888 0.897 0.892 h = walking ------------------------------------------------------- 0.026 0.838 0.834 0.830 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.925 0.449 0.605 a = climbing down 0.155 0.496 0.889 0.637 b = climbing up 0.000 1.000 0.707 0.828 c = jumping 0.011 0.938 0.817 0.874 d = lying 0.092 0.543 0.883 0.672 e = sitting 0.044 0.641 0.427 0.513 f = standing 0.018 0.910 0.999 0.953 g = running 0.023 0.738 0.387 0.508 h = walking ------------------------------------------------------- 0.048 0.751 0.702 0.693 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.255 0.139 0.602 0.225 a = climbing down 0.002 0.948 0.203 0.335 b = climbing up 0.002 0.930 0.978 0.953 c = jumping 0.027 0.871 0.936 0.902 d = lying 0.008 0.953 0.948 0.951 e = sitting 0.017 0.891 0.818 0.853 f = standing 0.054 0.763 1.000 0.866 g = running 0.004 0.791 0.067 0.123 h = walking ------------------------------------------------------- 0.033 0.821 0.664 0.646 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.739 0.823 a = climbing down 0.141 0.511 0.943 0.663 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.026 0.866 0.919 0.891 d = lying 0.015 0.898 0.779 0.834 e = sitting 0.040 0.762 0.809 0.785 f = standing 0.000 0.998 0.995 0.997 g = running 0.008 0.884 0.335 0.486 h = walking ------------------------------------------------------- 0.033 0.841 0.796 0.790 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.744 0.837 a = climbing down 0.092 0.632 0.959 0.762 b = climbing up 0.000 1.000 0.660 0.795 c = jumping 0.013 0.874 0.485 0.624 d = lying 0.068 0.380 0.330 0.353 e = sitting 0.172 0.330 0.516 0.402 f = standing 0.010 0.947 0.997 0.971 g = running 0.010 0.926 0.679 0.783 h = walking ------------------------------------------------------- 0.050 0.740 0.681 0.688 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.167 0.476 0.954 0.635 a = climbing down 0.049 0.145 0.274 0.190 b = climbing up 0.001 0.968 1.000 0.984 c = jumping 0.030 0.881 0.938 0.909 d = lying 0.016 0.924 0.942 0.933 e = sitting 0.019 0.895 0.795 0.842 f = standing 0.003 0.975 0.992 0.983 g = running 0.004 0.720 0.054 0.100 h = walking ------------------------------------------------------- 0.037 0.797 0.748 0.709 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.944 0.944 a = climbing down 0.081 0.630 0.897 0.740 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.080 0.617 0.772 0.686 d = lying 0.024 0.854 0.899 0.876 e = sitting 0.048 0.628 0.492 0.552 f = standing 0.008 0.957 0.886 0.920 g = running 0.016 0.868 0.561 0.682 h = walking ------------------------------------------------------- 0.037 0.790 0.774 0.771 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.099 0.514 0.683 0.587 a = climbing down 0.060 0.707 0.803 0.752 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.892 0.833 0.861 d = lying 0.079 0.588 0.968 0.732 e = sitting 0.027 0.786 0.689 0.734 f = standing 0.000 0.999 0.731 0.845 g = running 0.016 0.815 0.478 0.603 h = walking ------------------------------------------------------- 0.038 0.782 0.741 0.744 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.086 0.561 0.918 0.696 a = climbing down 0.014 0.871 0.638 0.737 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.049 0.681 0.688 0.685 d = lying 0.087 0.603 0.961 0.741 e = sitting 0.045 0.666 0.600 0.631 f = standing 0.004 0.978 0.707 0.821 g = running 0.049 0.628 0.499 0.556 h = walking ------------------------------------------------------- 0.042 0.745 0.708 0.708 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.060 0.672 0.865 0.756 a = climbing down 0.062 0.566 0.555 0.560 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.052 0.732 0.725 0.729 d = lying 0.030 0.817 0.929 0.869 e = sitting 0.050 0.666 0.582 0.621 f = standing 0.001 0.994 0.999 0.997 g = running 0.035 0.723 0.562 0.632 h = walking ------------------------------------------------------- 0.036 0.646 0.652 0.645 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.716 0.604 0.655 a = climbing down 0.105 0.551 0.810 0.656 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.029 0.830 0.756 0.791 d = lying 0.024 0.803 0.700 0.747 e = sitting 0.084 0.601 0.743 0.665 f = standing 0.001 0.993 0.962 0.977 g = running 0.036 0.684 0.466 0.554 h = walking ------------------------------------------------------- 0.043 0.751 0.734 0.734 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.083 0.549 0.931 0.691 a = climbing down 0.093 0.594 0.464 0.521 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.086 0.563 0.689 0.619 d = lying 0.024 0.795 0.911 0.849 e = sitting 0.108 0.420 0.486 0.451 f = standing 0.039 0.798 0.960 0.871 g = running 0.017 0.729 0.263 0.387 h = walking ------------------------------------------------------- 0.066 0.636 0.616 0.591 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.614 0.754 a = climbing down 0.043 0.725 0.852 0.784 b = climbing up 0.000 1.000 0.943 0.971 c = jumping 0.008 0.953 0.915 0.934 d = lying 0.033 0.785 0.834 0.809 e = sitting 0.042 0.766 0.815 0.790 f = standing 0.002 0.990 0.914 0.951 g = running 0.047 0.761 0.894 0.822 h = walking ------------------------------------------------------- 0.024 0.861 0.847 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.039 0.667 0.898 0.766 a = climbing down 0.004 0.667 0.072 0.129 b = climbing up 0.109 0.122 0.713 0.209 c = jumping 0.062 0.647 0.574 0.608 d = lying 0.030 0.807 0.657 0.725 e = sitting 0.110 0.500 0.681 0.576 f = standing 0.008 0.892 0.332 0.484 g = running 0.088 0.680 0.979 0.802 h = walking ------------------------------------------------------- 0.052 0.690 0.601 0.585 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.838 0.631 0.720 a = climbing down 0.053 0.707 0.745 0.725 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.021 0.793 0.453 0.577 d = lying 0.033 0.777 0.791 0.784 e = sitting 0.120 0.497 0.707 0.584 f = standing 0.004 0.977 0.994 0.986 g = running 0.054 0.721 0.837 0.775 h = walking ------------------------------------------------------- 0.042 0.764 0.742 0.741 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.749 0.402 0.523 a = climbing down 0.248 0.366 0.946 0.528 b = climbing up 0.000 0.979 0.560 0.712 c = jumping 0.008 0.951 0.931 0.941 d = lying 0.105 0.548 0.851 0.666 e = sitting 0.028 0.674 0.344 0.456 f = standing 0.011 0.943 0.997 0.969 g = running 0.002 0.214 0.002 0.005 h = walking ------------------------------------------------------- 0.056 0.644 0.635 0.587 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.578 0.716 a = climbing down 0.194 0.432 0.946 0.593 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.994 0.808 0.891 d = lying 0.119 0.476 0.882 0.619 e = sitting 0.049 0.600 0.353 0.445 f = standing 0.003 0.983 1.000 0.991 g = running 0.008 0.723 0.129 0.219 h = walking ------------------------------------------------------- 0.050 0.748 0.671 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.174 0.189 0.587 0.286 a = climbing down 0.003 0.881 0.148 0.253 b = climbing up 0.148 0.130 0.958 0.229 c = jumping 0.046 0.565 0.310 0.400 d = lying 0.177 0.403 0.712 0.515 e = sitting 0.057 0.604 0.472 0.530 f = standing 0.154 0.030 0.027 0.028 g = running 0.016 0.020 0.002 0.003 h = walking ------------------------------------------------------- 0.083 0.379 0.308 0.282 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.819 0.768 0.792 a = climbing down 0.162 0.477 0.894 0.622 b = climbing up 0.001 0.928 1.000 0.963 c = jumping 0.069 0.698 0.786 0.739 d = lying 0.019 0.756 0.410 0.531 e = sitting 0.108 0.501 0.626 0.556 f = standing 0.000 0.999 0.969 0.984 g = running 0.003 0.908 0.185 0.307 h = walking ------------------------------------------------------- 0.055 0.738 0.674 0.654 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.201 0.358 0.900 0.513 a = climbing down 0.025 0.721 0.406 0.519 b = climbing up 0.000 1.000 0.591 0.743 c = jumping 0.021 0.854 0.663 0.746 d = lying 0.074 0.534 0.521 0.527 e = sitting 0.120 0.404 0.514 0.452 f = standing 0.009 0.949 0.984 0.966 g = running 0.019 0.650 0.201 0.307 h = walking ------------------------------------------------------- 0.060 0.660 0.590 0.584 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.840 0.967 0.899 a = climbing down 0.064 0.233 0.634 0.341 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.001 0.997 0.987 0.992 d = lying 0.009 0.955 0.945 0.950 e = sitting 0.014 0.934 0.954 0.944 f = standing 0.001 0.995 0.997 0.996 g = running 0.007 0.948 0.560 0.704 h = walking ------------------------------------------------------- 0.011 0.926 0.887 0.894 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.941 0.937 a = climbing down 0.035 0.761 0.728 0.744 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.030 0.848 0.994 0.915 d = lying 0.037 0.797 0.941 0.863 e = sitting 0.009 0.934 0.747 0.830 f = standing 0.000 0.998 0.873 0.931 g = running 0.040 0.796 0.825 0.810 h = walking ------------------------------------------------------- 0.022 0.871 0.864 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.730 0.776 0.752 a = climbing down 0.135 0.538 0.869 0.664 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.955 0.832 0.889 d = lying 0.093 0.518 0.861 0.647 e = sitting 0.037 0.653 0.544 0.593 f = standing 0.000 0.999 0.807 0.893 g = running 0.006 0.845 0.223 0.353 h = walking ------------------------------------------------------- 0.042 0.777 0.719 0.711 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.051 0.668 0.886 0.762 a = climbing down 0.021 0.817 0.672 0.737 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.059 0.666 0.794 0.724 d = lying 0.053 0.709 0.908 0.796 e = sitting 0.043 0.682 0.601 0.639 f = standing 0.001 0.997 0.794 0.884 g = running 0.048 0.697 0.654 0.675 h = walking ------------------------------------------------------- 0.035 0.777 0.760 0.761 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.066 0.639 0.923 0.755 a = climbing down 0.073 0.547 0.634 0.587 b = climbing up 0.000 1.000 0.820 0.901 c = jumping 0.011 0.941 0.931 0.936 d = lying 0.020 0.879 0.874 0.877 e = sitting 0.031 0.828 0.840 0.834 f = standing 0.004 0.981 1.000 0.990 g = running 0.021 0.723 0.349 0.471 h = walking ------------------------------------------------------- 0.029 0.811 0.803 0.795 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.155 0.405 0.847 0.548 a = climbing down 0.127 0.444 0.638 0.523 b = climbing up 0.039 0.161 0.477 0.241 c = jumping 0.018 0.890 0.741 0.808 d = lying 0.068 0.527 0.543 0.535 e = sitting 0.068 0.527 0.473 0.499 f = standing 0.005 0.970 0.725 0.830 g = running 0.011 0.298 0.028 0.052 h = walking ------------------------------------------------------- 0.058 0.596 0.567 0.549 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.107 0.472 0.901 0.619 a = climbing down 0.109 0.575 0.523 0.548 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.101 0.554 0.676 0.609 d = lying 0.074 0.477 0.681 0.561 e = sitting 0.111 0.195 0.172 0.182 f = standing 0.032 0.826 0.976 0.895 g = running 0.007 0.677 0.082 0.146 h = walking ------------------------------------------------------- 0.068 0.472 0.501 0.445 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.762 0.853 a = climbing down 0.037 0.785 0.938 0.855 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.981 0.977 0.979 d = lying 0.050 0.660 0.583 0.619 e = sitting 0.080 0.594 0.715 0.649 f = standing 0.000 0.998 0.935 0.965 g = running 0.010 0.935 0.922 0.929 h = walking ------------------------------------------------------- 0.025 0.852 0.841 0.843 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.893 0.920 a = climbing down 0.067 0.572 0.874 0.692 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.015 0.916 0.794 0.851 d = lying 0.037 0.641 0.337 0.442 e = sitting 0.142 0.494 0.852 0.625 f = standing 0.002 0.988 0.978 0.983 g = running 0.010 0.930 0.684 0.788 h = walking ------------------------------------------------------- 0.037 0.799 0.759 0.758 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.916 0.650 0.761 a = climbing down 0.050 0.648 0.602 0.624 b = climbing up 0.000 1.000 0.750 0.857 c = jumping 0.006 0.970 0.930 0.949 d = lying 0.074 0.616 0.835 0.709 e = sitting 0.032 0.766 0.572 0.655 f = standing 0.007 0.964 0.997 0.980 g = running 0.073 0.662 0.865 0.750 h = walking ------------------------------------------------------- 0.034 0.802 0.785 0.784 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.703 0.521 0.598 a = climbing down 0.060 0.612 0.604 0.608 b = climbing up 0.001 0.902 0.821 0.860 c = jumping 0.005 0.972 0.969 0.971 d = lying 0.128 0.533 0.933 0.678 e = sitting 0.010 0.757 0.190 0.304 f = standing 0.003 0.982 0.989 0.986 g = running 0.057 0.746 0.885 0.809 h = walking ------------------------------------------------------- 0.040 0.770 0.749 0.727 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.835 0.533 0.650 a = climbing down 0.200 0.469 0.894 0.616 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.985 0.969 0.977 d = lying 0.113 0.495 0.875 0.632 e = sitting 0.018 0.600 0.178 0.274 f = standing 0.010 0.949 1.000 0.974 g = running 0.018 0.565 0.135 0.218 h = walking ------------------------------------------------------- 0.054 0.712 0.680 0.641 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.065 0.415 0.676 0.514 a = climbing down 0.200 0.290 0.512 0.370 b = climbing up 0.017 0.524 0.978 0.682 c = jumping 0.006 0.965 0.903 0.933 d = lying 0.115 0.597 0.927 0.726 e = sitting 0.029 0.580 0.252 0.352 f = standing 0.033 0.834 0.912 0.871 g = running 0.000 0.750 0.005 0.009 h = walking ------------------------------------------------------- 0.060 0.663 0.596 0.543 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.039 0.715 0.843 0.774 a = climbing down 0.122 0.516 0.862 0.646 b = climbing up 0.000 1.000 0.630 0.773 c = jumping 0.024 0.862 0.872 0.867 d = lying 0.030 0.642 0.317 0.425 e = sitting 0.128 0.510 0.772 0.614 f = standing 0.009 0.952 0.988 0.970 g = running 0.002 0.947 0.242 0.386 h = walking ------------------------------------------------------- 0.049 0.747 0.694 0.671 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.687 0.791 a = climbing down 0.063 0.693 0.906 0.785 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.011 0.930 0.795 0.857 d = lying 0.046 0.625 0.421 0.503 e = sitting 0.130 0.441 0.663 0.530 f = standing 0.006 0.968 0.970 0.969 g = running 0.018 0.892 0.858 0.874 h = walking ------------------------------------------------------- 0.039 0.787 0.759 0.762 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.079 0.658 0.972 0.785 a = climbing down 0.006 0.612 0.323 0.423 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.014 0.940 0.901 0.920 d = lying 0.019 0.911 0.961 0.935 e = sitting 0.024 0.876 0.842 0.859 f = standing 0.007 0.939 1.000 0.968 g = running 0.007 0.953 0.676 0.791 h = walking ------------------------------------------------------- 0.023 0.880 0.866 0.863 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.979 0.954 a = climbing down 0.042 0.762 0.882 0.818 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.024 0.844 0.776 0.809 d = lying 0.030 0.828 0.949 0.884 e = sitting 0.037 0.790 0.833 0.811 f = standing 0.007 0.963 0.871 0.914 g = running 0.012 0.928 0.781 0.848 h = walking ------------------------------------------------------- 0.022 0.869 0.863 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.107 0.390 0.450 0.418 a = climbing down 0.126 0.561 0.898 0.691 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.021 0.865 0.793 0.827 d = lying 0.082 0.560 0.909 0.693 e = sitting 0.044 0.688 0.689 0.689 f = standing 0.000 0.998 0.703 0.825 g = running 0.007 0.750 0.141 0.237 h = walking ------------------------------------------------------- 0.051 0.718 0.664 0.648 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.616 0.427 0.504 a = climbing down 0.089 0.541 0.788 0.641 b = climbing up 0.000 0.986 0.927 0.956 c = jumping 0.016 0.870 0.685 0.766 d = lying 0.097 0.571 0.951 0.714 e = sitting 0.054 0.697 0.849 0.765 f = standing 0.002 0.992 0.638 0.777 g = running 0.034 0.770 0.696 0.731 h = walking ------------------------------------------------------- 0.039 0.764 0.717 0.719 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.766 0.874 0.817 a = climbing down 0.092 0.496 0.635 0.557 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.028 0.855 0.873 0.864 d = lying 0.011 0.900 0.637 0.746 e = sitting 0.079 0.636 0.789 0.704 f = standing 0.002 0.988 0.999 0.993 g = running 0.042 0.553 0.338 0.420 h = walking ------------------------------------------------------- 0.039 0.757 0.749 0.744 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.022 0.814 0.755 0.784 a = climbing down 0.124 0.532 0.874 0.662 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.017 0.868 0.663 0.752 d = lying 0.038 0.703 0.641 0.670 e = sitting 0.102 0.558 0.741 0.636 f = standing 0.002 0.990 0.958 0.974 g = running 0.018 0.787 0.369 0.503 h = walking ------------------------------------------------------- 0.045 0.760 0.723 0.720 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.052 0.666 0.944 0.781 a = climbing down 0.074 0.672 0.509 0.579 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.051 0.572 0.493 0.529 d = lying 0.039 0.683 0.814 0.743 e = sitting 0.117 0.503 0.720 0.592 f = standing 0.026 0.860 0.966 0.910 g = running 0.030 0.763 0.537 0.630 h = walking ------------------------------------------------------- 0.057 0.684 0.668 0.654 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.949 0.849 0.896 a = climbing down 0.023 0.831 0.882 0.856 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.004 0.979 0.978 0.979 d = lying 0.028 0.818 0.752 0.784 e = sitting 0.047 0.745 0.836 0.788 f = standing 0.001 0.997 0.959 0.978 g = running 0.021 0.879 0.914 0.896 h = walking ------------------------------------------------------- 0.018 0.891 0.888 0.889 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.689 0.949 0.798 a = climbing down 0.024 0.752 0.585 0.658 b = climbing up 0.000 1.000 0.656 0.792 c = jumping 0.031 0.824 0.740 0.780 d = lying 0.035 0.619 0.298 0.402 e = sitting 0.144 0.486 0.847 0.617 f = standing 0.013 0.935 0.982 0.958 g = running 0.018 0.900 0.852 0.876 h = walking ------------------------------------------------------- 0.041 0.760 0.739 0.730 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.704 0.792 a = climbing down 0.054 0.717 0.828 0.768 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.004 0.972 0.671 0.794 d = lying 0.060 0.657 0.827 0.733 e = sitting 0.075 0.612 0.678 0.643 f = standing 0.003 0.985 0.996 0.990 g = running 0.033 0.804 0.841 0.822 h = walking ------------------------------------------------------- 0.033 0.815 0.794 0.797 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.908 0.777 0.837 a = climbing down 0.101 0.571 0.884 0.694 b = climbing up 0.000 1.000 0.815 0.898 c = jumping 0.005 0.974 0.973 0.974 d = lying 0.096 0.585 0.897 0.708 e = sitting 0.019 0.787 0.404 0.534 f = standing 0.008 0.957 1.000 0.978 g = running 0.013 0.883 0.554 0.681 h = walking ------------------------------------------------------- 0.034 0.819 0.782 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.587 0.728 a = climbing down 0.149 0.502 0.926 0.651 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.890 0.940 d = lying 0.146 0.443 0.935 0.601 e = sitting 0.027 0.554 0.174 0.265 f = standing 0.003 0.983 1.000 0.991 g = running 0.016 0.798 0.377 0.512 h = walking ------------------------------------------------------- 0.044 0.761 0.700 0.680 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.249 0.163 0.718 0.266 a = climbing down 0.022 0.636 0.253 0.362 b = climbing up 0.000 1.000 0.842 0.914 c = jumping 0.005 0.974 0.974 0.974 d = lying 0.100 0.609 0.878 0.719 e = sitting 0.025 0.755 0.432 0.549 f = standing 0.045 0.793 0.994 0.882 g = running 0.002 0.091 0.001 0.002 h = walking ------------------------------------------------------- 0.045 0.611 0.597 0.562 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.896 0.846 0.870 a = climbing down 0.027 0.816 0.812 0.814 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.031 0.845 0.944 0.892 d = lying 0.037 0.718 0.667 0.692 e = sitting 0.053 0.717 0.674 0.695 f = standing 0.001 0.995 0.999 0.997 g = running 0.023 0.874 0.914 0.893 h = walking ------------------------------------------------------- 0.026 0.841 0.843 0.841 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.113 0.495 0.919 0.643 a = climbing down 0.032 0.810 0.803 0.807 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.026 0.871 0.996 0.929 d = lying 0.132 0.485 0.633 0.549 e = sitting 0.048 0.225 0.098 0.136 f = standing 0.002 0.978 0.601 0.745 g = running 0.018 0.862 0.665 0.751 h = walking ------------------------------------------------------- 0.051 0.695 0.681 0.668 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.066 0.651 0.905 0.757 a = climbing down 0.141 0.463 0.876 0.605 b = climbing up 0.003 0.296 0.048 0.083 c = jumping 0.071 0.563 0.567 0.565 d = lying 0.001 0.994 0.992 0.993 e = sitting 0.071 0.600 0.590 0.595 f = standing 0.024 0.881 0.982 0.929 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.047 0.556 0.620 0.566 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.895 0.921 0.908 a = climbing down 0.060 0.694 0.900 0.784 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.982 0.974 0.978 d = lying 0.038 0.801 0.939 0.864 e = sitting 0.011 0.911 0.850 0.879 f = standing 0.001 0.997 0.902 0.947 g = running 0.011 0.917 0.681 0.782 h = walking ------------------------------------------------------- 0.018 0.893 0.880 0.881 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.011 0.903 0.639 0.749 a = climbing down 0.143 0.557 0.991 0.713 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.003 0.980 0.872 0.922 d = lying 0.078 0.583 0.938 0.719 e = sitting 0.026 0.801 0.726 0.762 f = standing 0.002 0.992 0.772 0.868 g = running 0.005 0.923 0.406 0.564 h = walking ------------------------------------------------------- 0.036 0.836 0.769 0.769 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.184 0.387 0.954 0.550 a = climbing down 0.016 0.867 0.737 0.797 b = climbing up 0.000 1.000 0.603 0.752 c = jumping 0.018 0.873 0.740 0.801 d = lying 0.061 0.655 0.895 0.756 e = sitting 0.047 0.659 0.641 0.650 f = standing 0.010 0.962 0.895 0.928 g = running 0.015 0.100 0.010 0.018 h = walking ------------------------------------------------------- 0.042 0.675 0.692 0.660 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.791 0.898 0.841 a = climbing down 0.030 0.775 0.733 0.753 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.041 0.771 0.799 0.785 d = lying 0.029 0.841 0.969 0.900 e = sitting 0.027 0.801 0.640 0.712 f = standing 0.003 0.984 0.995 0.989 g = running 0.027 0.838 0.799 0.818 h = walking ------------------------------------------------------- 0.026 0.837 0.837 0.834 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.089 0.576 0.862 0.690 a = climbing down 0.016 0.855 0.597 0.703 b = climbing up 0.000 0.988 0.943 0.965 c = jumping 0.010 0.925 0.869 0.896 d = lying 0.035 0.778 0.809 0.793 e = sitting 0.045 0.745 0.755 0.750 f = standing 0.004 0.983 0.979 0.981 g = running 0.030 0.788 0.690 0.736 h = walking ------------------------------------------------------- 0.031 0.819 0.801 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.089 0.481 0.896 0.626 a = climbing down 0.107 0.624 0.577 0.600 b = climbing up 0.000 1.000 0.209 0.346 c = jumping 0.077 0.595 0.758 0.667 d = lying 0.040 0.718 0.970 0.825 e = sitting 0.056 0.660 0.639 0.649 f = standing 0.034 0.760 0.653 0.702 g = running 0.014 0.802 0.345 0.482 h = walking ------------------------------------------------------- 0.062 0.675 0.643 0.631 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.016 0.863 0.778 0.819 a = climbing down 0.126 0.507 0.949 0.661 b = climbing up 0.000 0.988 0.953 0.970 c = jumping 0.009 0.950 0.965 0.957 d = lying 0.051 0.773 0.947 0.851 e = sitting 0.017 0.856 0.816 0.835 f = standing 0.001 0.993 0.799 0.885 g = running 0.004 0.940 0.374 0.535 h = walking ------------------------------------------------------- 0.029 0.856 0.804 0.800 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.833 0.846 0.839 a = climbing down 0.032 0.752 0.796 0.773 b = climbing up 0.000 1.000 0.928 0.963 c = jumping 0.006 0.922 0.417 0.574 d = lying 0.023 0.838 0.630 0.719 e = sitting 0.160 0.463 0.878 0.606 f = standing 0.010 0.948 0.982 0.964 g = running 0.015 0.912 0.837 0.873 h = walking ------------------------------------------------------- 0.036 0.823 0.769 0.770 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.031 0.736 0.690 0.712 a = climbing down 0.030 0.775 0.600 0.676 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.005 0.916 0.363 0.520 d = lying 0.058 0.730 0.889 0.801 e = sitting 0.088 0.519 0.737 0.609 f = standing 0.003 0.983 0.909 0.945 g = running 0.080 0.695 0.933 0.797 h = walking ------------------------------------------------------- 0.041 0.778 0.746 0.737 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.831 0.809 0.819 a = climbing down 0.118 0.537 0.907 0.674 b = climbing up 0.000 0.979 0.251 0.400 c = jumping 0.002 0.985 0.957 0.971 d = lying 0.109 0.598 0.943 0.732 e = sitting 0.014 0.793 0.339 0.475 f = standing 0.020 0.897 0.999 0.945 g = running 0.009 0.880 0.372 0.523 h = walking ------------------------------------------------------- 0.041 0.796 0.746 0.725 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.883 0.715 0.790 a = climbing down 0.104 0.564 0.861 0.681 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.000 0.999 0.911 0.953 d = lying 0.107 0.639 0.962 0.768 e = sitting 0.019 0.765 0.362 0.491 f = standing 0.002 0.991 0.997 0.994 g = running 0.026 0.787 0.538 0.639 h = walking ------------------------------------------------------- 0.039 0.803 0.772 0.763 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.079 0.386 0.723 0.504 a = climbing down 0.139 0.352 0.516 0.419 b = climbing up 0.000 0.994 0.929 0.960 c = jumping 0.009 0.955 0.962 0.958 d = lying 0.009 0.954 0.968 0.961 e = sitting 0.007 0.955 0.919 0.937 f = standing 0.038 0.833 0.998 0.908 g = running 0.001 0.961 0.133 0.234 h = walking ------------------------------------------------------- 0.033 0.824 0.751 0.729 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.718 0.793 a = climbing down 0.140 0.498 0.915 0.645 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.003 0.985 0.949 0.967 d = lying 0.024 0.845 0.786 0.814 e = sitting 0.039 0.776 0.866 0.819 f = standing 0.003 0.986 0.973 0.979 g = running 0.014 0.815 0.359 0.498 h = walking ------------------------------------------------------- 0.031 0.836 0.797 0.794 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.064 0.564 0.669 0.612 a = climbing down 0.119 0.578 0.936 0.714 b = climbing up 0.000 1.000 0.265 0.419 c = jumping 0.006 0.966 0.976 0.971 d = lying 0.087 0.334 0.360 0.347 e = sitting 0.083 0.533 0.486 0.509 f = standing 0.023 0.840 0.672 0.747 g = running 0.010 0.897 0.515 0.655 h = walking ------------------------------------------------------- 0.053 0.697 0.662 0.660 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.210 0.381 0.957 0.546 a = climbing down 0.012 0.882 0.666 0.759 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.044 0.667 0.548 0.602 d = lying 0.011 0.934 0.989 0.960 e = sitting 0.073 0.634 0.694 0.663 f = standing 0.002 0.992 0.998 0.995 g = running 0.004 0.179 0.004 0.008 h = walking ------------------------------------------------------- 0.046 0.674 0.690 0.652 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.869 0.883 0.876 a = climbing down 0.083 0.636 0.941 0.759 b = climbing up 0.000 0.983 0.994 0.989 c = jumping 0.011 0.934 0.935 0.935 d = lying 0.016 0.907 0.967 0.936 e = sitting 0.014 0.898 0.909 0.903 f = standing 0.001 0.993 0.924 0.957 g = running 0.012 0.893 0.526 0.662 h = walking ------------------------------------------------------- 0.021 0.884 0.866 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.721 0.503 0.592 a = climbing down 0.114 0.600 0.946 0.734 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.002 0.988 0.870 0.925 d = lying 0.101 0.527 0.969 0.683 e = sitting 0.024 0.808 0.708 0.755 f = standing 0.001 0.994 0.649 0.786 g = running 0.023 0.783 0.583 0.669 h = walking ------------------------------------------------------- 0.039 0.796 0.742 0.743 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.066 0.493 0.543 0.517 a = climbing down 0.059 0.668 0.797 0.727 b = climbing up 0.000 1.000 0.116 0.207 c = jumping 0.046 0.709 0.746 0.727 d = lying 0.074 0.643 0.977 0.776 e = sitting 0.031 0.701 0.481 0.570 f = standing 0.022 0.916 0.850 0.882 g = running 0.040 0.698 0.545 0.612 h = walking ------------------------------------------------------- 0.044 0.721 0.706 0.698 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.778 0.844 0.809 a = climbing down 0.065 0.622 0.745 0.678 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.033 0.825 0.842 0.833 d = lying 0.012 0.916 0.921 0.918 e = sitting 0.037 0.775 0.755 0.765 f = standing 0.001 0.994 0.990 0.992 g = running 0.028 0.802 0.624 0.702 h = walking ------------------------------------------------------- 0.026 0.714 0.715 0.712 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.115 0.514 0.859 0.643 a = climbing down 0.031 0.795 0.731 0.762 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.025 0.820 0.821 0.820 d = lying 0.029 0.806 0.805 0.806 e = sitting 0.047 0.733 0.744 0.739 f = standing 0.005 0.976 0.964 0.970 g = running 0.014 0.828 0.414 0.552 h = walking ------------------------------------------------------- 0.035 0.796 0.769 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.159 0.342 0.896 0.495 a = climbing down 0.087 0.599 0.420 0.494 b = climbing up 0.000 1.000 0.028 0.055 c = jumping 0.043 0.707 0.677 0.692 d = lying 0.032 0.743 0.894 0.812 e = sitting 0.093 0.552 0.665 0.603 f = standing 0.056 0.718 0.861 0.783 g = running 0.016 0.476 0.088 0.148 h = walking ------------------------------------------------------- 0.066 0.606 0.581 0.548 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.980 0.689 0.809 a = climbing down 0.042 0.739 0.912 0.816 b = climbing up 0.000 0.988 0.966 0.977 c = jumping 0.010 0.942 0.985 0.963 d = lying 0.082 0.609 0.906 0.729 e = sitting 0.022 0.861 0.732 0.791 f = standing 0.001 0.994 0.758 0.860 g = running 0.033 0.815 0.867 0.840 h = walking ------------------------------------------------------- 0.025 0.862 0.834 0.836 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.913 0.790 0.847 a = climbing down 0.047 0.702 0.914 0.794 b = climbing up 0.000 0.987 0.962 0.974 c = jumping 0.028 0.775 0.548 0.642 d = lying 0.036 0.791 0.720 0.754 e = sitting 0.110 0.536 0.755 0.627 f = standing 0.009 0.956 0.997 0.976 g = running 0.010 0.935 0.786 0.854 h = walking ------------------------------------------------------- 0.035 0.808 0.786 0.788 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.881 0.562 0.687 a = climbing down 0.025 0.781 0.496 0.607 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.006 0.936 0.529 0.676 d = lying 0.045 0.744 0.847 0.792 e = sitting 0.088 0.581 0.762 0.660 f = standing 0.004 0.975 0.993 0.984 g = running 0.123 0.588 0.942 0.724 h = walking ------------------------------------------------------- 0.044 0.784 0.743 0.738 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.046 0.683 0.756 0.717 a = climbing down 0.084 0.637 0.933 0.757 b = climbing up 0.000 0.984 0.693 0.813 c = jumping 0.006 0.966 0.966 0.966 d = lying 0.068 0.532 0.521 0.526 e = sitting 0.073 0.556 0.544 0.550 f = standing 0.015 0.921 0.998 0.958 g = running 0.007 0.920 0.466 0.618 h = walking ------------------------------------------------------- 0.040 0.760 0.741 0.734 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.956 0.423 0.587 a = climbing down 0.174 0.436 0.947 0.597 b = climbing up 0.033 0.387 0.913 0.544 c = jumping 0.001 0.995 0.902 0.946 d = lying 0.101 0.611 0.778 0.685 e = sitting 0.058 0.586 0.438 0.501 f = standing 0.002 0.982 0.772 0.865 g = running 0.013 0.820 0.340 0.480 h = walking ------------------------------------------------------- 0.051 0.751 0.667 0.665 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.196 0.267 0.960 0.418 a = climbing down 0.003 0.923 0.215 0.349 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.009 0.951 0.945 0.948 d = lying 0.129 0.558 0.987 0.713 e = sitting 0.007 0.885 0.269 0.413 f = standing 0.074 0.711 0.992 0.828 g = running 0.013 0.618 0.102 0.175 h = walking ------------------------------------------------------- 0.048 0.742 0.618 0.569 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.794 0.730 0.761 a = climbing down 0.081 0.612 0.771 0.682 b = climbing up 0.000 0.994 0.959 0.976 c = jumping 0.024 0.877 0.937 0.906 d = lying 0.014 0.718 0.257 0.378 e = sitting 0.110 0.539 0.812 0.648 f = standing 0.001 0.994 0.987 0.990 g = running 0.033 0.777 0.643 0.704 h = walking ------------------------------------------------------- 0.040 0.768 0.751 0.739 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.077 0.574 0.868 0.691 a = climbing down 0.043 0.736 0.723 0.730 b = climbing up 0.003 0.848 0.978 0.908 c = jumping 0.013 0.928 0.978 0.952 d = lying 0.119 0.435 0.588 0.500 e = sitting 0.057 0.526 0.337 0.411 f = standing 0.001 0.994 0.705 0.825 g = running 0.031 0.805 0.748 0.775 h = walking ------------------------------------------------------- 0.046 0.723 0.702 0.701 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.120 0.527 0.964 0.682 a = climbing down 0.073 0.590 0.747 0.659 b = climbing up 0.002 0.920 1.000 0.958 c = jumping 0.013 0.926 0.983 0.954 d = lying 0.004 0.974 0.959 0.966 e = sitting 0.008 0.948 0.893 0.920 f = standing 0.002 0.991 0.988 0.989 g = running 0.004 0.851 0.122 0.213 h = walking ------------------------------------------------------- 0.028 0.844 0.803 0.772 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.828 0.844 a = climbing down 0.166 0.463 0.929 0.618 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.015 0.918 0.985 0.950 d = lying 0.036 0.802 0.905 0.850 e = sitting 0.022 0.829 0.774 0.800 f = standing 0.000 0.999 0.847 0.917 g = running 0.005 0.878 0.187 0.308 h = walking ------------------------------------------------------- 0.035 0.833 0.774 0.756 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.015 0.866 0.652 0.744 a = climbing down 0.124 0.579 0.944 0.718 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.006 0.958 0.877 0.916 d = lying 0.130 0.427 0.835 0.565 e = sitting 0.034 0.630 0.449 0.524 f = standing 0.001 0.993 0.708 0.827 g = running 0.011 0.864 0.494 0.628 h = walking ------------------------------------------------------- 0.041 0.792 0.719 0.727 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.199 0.360 0.975 0.526 a = climbing down 0.012 0.845 0.465 0.600 b = climbing up 0.000 1.000 0.689 0.816 c = jumping 0.038 0.736 0.719 0.727 d = lying 0.029 0.724 0.534 0.614 e = sitting 0.052 0.650 0.631 0.641 f = standing 0.075 0.784 0.926 0.849 g = running 0.013 0.594 0.114 0.191 h = walking ------------------------------------------------------- 0.056 0.693 0.639 0.617 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.014 0.874 0.811 0.841 a = climbing down 0.092 0.542 0.808 0.649 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.024 0.872 0.943 0.906 d = lying 0.028 0.834 0.891 0.861 e = sitting 0.027 0.823 0.702 0.758 f = standing 0.003 0.983 1.000 0.992 g = running 0.026 0.796 0.540 0.644 h = walking ------------------------------------------------------- 0.029 0.829 0.814 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.142 0.402 0.702 0.511 a = climbing down 0.049 0.716 0.782 0.747 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.002 0.980 0.813 0.889 d = lying 0.068 0.652 0.660 0.656 e = sitting 0.090 0.519 0.612 0.561 f = standing 0.003 0.984 0.957 0.970 g = running 0.027 0.342 0.089 0.141 h = walking ------------------------------------------------------- 0.051 0.673 0.670 0.655 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.749 0.920 0.826 a = climbing down 0.105 0.664 0.672 0.668 b = climbing up 0.000 1.000 0.729 0.843 c = jumping 0.034 0.759 0.698 0.727 d = lying 0.026 0.666 0.494 0.567 e = sitting 0.146 0.468 0.745 0.575 f = standing 0.011 0.935 0.965 0.950 g = running 0.012 0.860 0.425 0.569 h = walking ------------------------------------------------------- 0.059 0.729 0.697 0.695 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.893 0.737 0.808 a = climbing down 0.180 0.429 0.975 0.596 b = climbing up 0.000 0.992 0.741 0.849 c = jumping 0.008 0.949 0.994 0.971 d = lying 0.130 0.492 0.746 0.593 e = sitting 0.049 0.621 0.449 0.521 f = standing 0.008 0.960 0.788 0.866 g = running 0.001 0.688 0.009 0.018 h = walking ------------------------------------------------------- 0.052 0.730 0.666 0.630 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.814 0.886 0.848 a = climbing down 0.053 0.590 0.773 0.670 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.001 0.989 0.775 0.869 d = lying 0.063 0.469 0.302 0.367 e = sitting 0.161 0.472 0.729 0.573 f = standing 0.007 0.963 0.979 0.971 g = running 0.002 0.986 0.736 0.843 h = walking ------------------------------------------------------- 0.045 0.765 0.735 0.737 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.624 0.752 a = climbing down 0.026 0.603 0.273 0.376 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.002 0.986 0.822 0.897 d = lying 0.082 0.615 0.703 0.656 e = sitting 0.072 0.572 0.575 0.574 f = standing 0.007 0.962 1.000 0.981 g = running 0.131 0.569 0.959 0.714 h = walking ------------------------------------------------------- 0.048 0.749 0.724 0.716 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.758 0.624 0.684 a = climbing down 0.120 0.536 0.891 0.669 b = climbing up 0.007 0.683 1.000 0.812 c = jumping 0.001 0.994 0.991 0.993 d = lying 0.073 0.668 0.734 0.699 e = sitting 0.050 0.616 0.535 0.573 f = standing 0.013 0.929 0.952 0.940 g = running 0.005 0.940 0.446 0.605 h = walking ------------------------------------------------------- 0.040 0.782 0.749 0.744 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.957 0.487 0.645 a = climbing down 0.213 0.430 0.893 0.580 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.002 0.991 0.975 0.982 d = lying 0.129 0.562 0.909 0.694 e = sitting 0.015 0.391 0.067 0.115 f = standing 0.006 0.964 0.999 0.981 g = running 0.021 0.602 0.169 0.263 h = walking ------------------------------------------------------- 0.059 0.698 0.671 0.625 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.131 0.320 0.921 0.475 a = climbing down 0.106 0.410 0.469 0.438 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.000 1.000 0.896 0.945 d = lying 0.044 0.767 0.787 0.777 e = sitting 0.055 0.672 0.722 0.696 f = standing 0.013 0.938 0.998 0.967 g = running 0.001 0.976 0.157 0.270 h = walking ------------------------------------------------------- 0.039 0.783 0.690 0.675 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.814 0.881 0.846 a = climbing down 0.082 0.599 0.822 0.693 b = climbing up 0.000 1.000 0.742 0.852 c = jumping 0.014 0.921 0.991 0.955 d = lying 0.104 0.501 0.621 0.554 e = sitting 0.055 0.528 0.383 0.444 f = standing 0.006 0.968 0.966 0.967 g = running 0.007 0.940 0.571 0.710 h = walking ------------------------------------------------------- 0.040 0.764 0.746 0.743 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.049 0.623 0.692 0.656 a = climbing down 0.053 0.742 0.927 0.824 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.006 0.963 0.981 0.972 d = lying 0.095 0.487 0.519 0.502 e = sitting 0.082 0.494 0.437 0.464 f = standing 0.005 0.962 0.707 0.815 g = running 0.017 0.895 0.879 0.887 h = walking ------------------------------------------------------- 0.044 0.744 0.736 0.735 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.056 0.693 0.936 0.796 a = climbing down 0.144 0.446 0.866 0.589 b = climbing up 0.007 0.761 0.982 0.858 c = jumping 0.020 0.869 0.844 0.856 d = lying 0.014 0.919 0.977 0.947 e = sitting 0.024 0.862 0.823 0.842 f = standing 0.002 0.987 0.954 0.970 g = running 0.001 0.300 0.003 0.005 h = walking ------------------------------------------------------- 0.033 0.733 0.764 0.715 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.936 0.948 0.942 a = climbing down 0.040 0.772 0.886 0.825 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.008 0.954 0.955 0.955 d = lying 0.024 0.855 0.949 0.900 e = sitting 0.009 0.929 0.902 0.915 f = standing 0.006 0.969 0.904 0.935 g = running 0.015 0.909 0.791 0.846 h = walking ------------------------------------------------------- 0.015 0.908 0.904 0.904 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.664 0.610 0.636 a = climbing down 0.123 0.586 0.973 0.732 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.009 0.940 0.897 0.918 d = lying 0.101 0.494 0.860 0.628 e = sitting 0.029 0.758 0.646 0.697 f = standing 0.002 0.987 0.690 0.812 g = running 0.008 0.851 0.334 0.480 h = walking ------------------------------------------------------- 0.042 0.780 0.721 0.717 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.134 0.422 0.861 0.566 a = climbing down 0.056 0.648 0.784 0.709 b = climbing up 0.000 1.000 0.747 0.855 c = jumping 0.007 0.846 0.245 0.380 d = lying 0.025 0.703 0.397 0.507 e = sitting 0.134 0.483 0.859 0.619 f = standing 0.092 0.756 0.919 0.830 g = running 0.004 0.727 0.072 0.131 h = walking ------------------------------------------------------- 0.064 0.680 0.612 0.564 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.016 0.866 0.827 0.846 a = climbing down 0.086 0.548 0.770 0.640 b = climbing up 0.000 0.994 0.964 0.979 c = jumping 0.027 0.854 0.954 0.901 d = lying 0.015 0.870 0.684 0.766 e = sitting 0.056 0.732 0.785 0.758 f = standing 0.001 0.995 0.982 0.988 g = running 0.026 0.805 0.592 0.682 h = walking ------------------------------------------------------- 0.031 0.819 0.803 0.804 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.765 0.807 0.785 a = climbing down 0.021 0.846 0.724 0.780 b = climbing up 0.000 1.000 0.870 0.931 c = jumping 0.021 0.847 0.867 0.857 d = lying 0.038 0.775 0.724 0.749 e = sitting 0.063 0.653 0.712 0.682 f = standing 0.005 0.974 0.950 0.962 g = running 0.030 0.827 0.915 0.869 h = walking ------------------------------------------------------- 0.029 0.821 0.817 0.818 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.055 0.621 0.962 0.755 a = climbing down 0.109 0.606 0.536 0.568 b = climbing up 0.000 1.000 0.575 0.730 c = jumping 0.062 0.610 0.702 0.653 d = lying 0.031 0.698 0.683 0.690 e = sitting 0.095 0.538 0.637 0.583 f = standing 0.056 0.746 0.978 0.846 g = running 0.008 0.856 0.279 0.421 h = walking ------------------------------------------------------- 0.065 0.671 0.648 0.630 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.936 0.820 0.874 a = climbing down 0.037 0.735 0.798 0.765 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.009 0.944 0.987 0.965 d = lying 0.072 0.664 0.823 0.735 e = sitting 0.033 0.791 0.734 0.761 f = standing 0.005 0.972 0.807 0.882 g = running 0.032 0.816 0.856 0.835 h = walking ------------------------------------------------------- 0.027 0.843 0.831 0.834 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.870 0.869 0.870 a = climbing down 0.033 0.761 0.890 0.820 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.016 0.879 0.688 0.772 d = lying 0.043 0.509 0.247 0.332 e = sitting 0.171 0.473 0.802 0.595 f = standing 0.014 0.927 0.977 0.951 g = running 0.007 0.953 0.788 0.863 h = walking ------------------------------------------------------- 0.045 0.766 0.746 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.863 0.751 0.803 a = climbing down 0.030 0.755 0.514 0.611 b = climbing up 0.000 1.000 0.892 0.943 c = jumping 0.002 0.984 0.738 0.844 d = lying 0.060 0.661 0.786 0.718 e = sitting 0.065 0.632 0.679 0.655 f = standing 0.003 0.982 0.969 0.975 g = running 0.096 0.647 0.918 0.759 h = walking ------------------------------------------------------- 0.039 0.791 0.769 0.769 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.957 0.835 0.892 a = climbing down 0.039 0.782 0.919 0.845 b = climbing up 0.000 0.994 0.967 0.981 c = jumping 0.003 0.984 0.986 0.985 d = lying 0.076 0.665 0.904 0.766 e = sitting 0.016 0.845 0.520 0.644 f = standing 0.006 0.966 0.999 0.982 g = running 0.014 0.915 0.850 0.881 h = walking ------------------------------------------------------- 0.022 0.876 0.864 0.860 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.968 0.628 0.761 a = climbing down 0.129 0.514 0.920 0.659 b = climbing up 0.001 0.959 0.989 0.974 c = jumping 0.000 0.998 0.929 0.962 d = lying 0.153 0.542 0.934 0.686 e = sitting 0.019 0.525 0.121 0.197 f = standing 0.005 0.974 0.993 0.983 g = running 0.018 0.832 0.481 0.610 h = walking ------------------------------------------------------- 0.048 0.758 0.722 0.694 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.250 0.206 0.903 0.336 a = climbing down 0.026 0.615 0.280 0.385 b = climbing up 0.000 1.000 0.836 0.911 c = jumping 0.003 0.985 0.969 0.977 d = lying 0.048 0.775 0.888 0.828 e = sitting 0.022 0.859 0.727 0.787 f = standing 0.011 0.942 0.989 0.965 g = running 0.005 0.231 0.007 0.014 h = walking ------------------------------------------------------- 0.034 0.703 0.670 0.645 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.077 0.615 0.862 0.718 a = climbing down 0.084 0.449 0.474 0.461 b = climbing up 0.000 0.980 0.864 0.918 c = jumping 0.023 0.878 0.955 0.915 d = lying 0.059 0.640 0.748 0.690 e = sitting 0.031 0.749 0.566 0.645 f = standing 0.007 0.965 0.982 0.973 g = running 0.010 0.915 0.574 0.705 h = walking ------------------------------------------------------- 0.038 0.765 0.746 0.744 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.146 0.443 0.900 0.593 a = climbing down 0.077 0.658 0.818 0.729 b = climbing up 0.007 0.742 0.959 0.837 c = jumping 0.010 0.949 0.970 0.960 d = lying 0.082 0.308 0.291 0.299 e = sitting 0.089 0.393 0.378 0.385 f = standing 0.007 0.959 0.828 0.889 g = running 0.001 0.951 0.146 0.253 h = walking ------------------------------------------------------- 0.052 0.699 0.634 0.609 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.748 0.927 0.828 a = climbing down 0.011 0.914 0.837 0.874 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.129 0.581 0.984 0.730 d = lying 0.001 0.994 0.990 0.992 e = sitting 0.003 0.936 0.265 0.413 f = standing 0.002 0.987 1.000 0.993 g = running 0.020 0.871 0.766 0.815 h = walking ------------------------------------------------------- 0.030 0.864 0.822 0.805 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.917 0.915 a = climbing down 0.145 0.496 0.970 0.656 b = climbing up 0.001 0.972 1.000 0.986 c = jumping 0.013 0.922 0.929 0.925 d = lying 0.031 0.832 0.976 0.898 e = sitting 0.013 0.915 0.898 0.906 f = standing 0.001 0.997 0.858 0.922 g = running 0.007 0.828 0.176 0.291 h = walking ------------------------------------------------------- 0.029 0.853 0.808 0.786 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.695 0.377 0.488 a = climbing down 0.097 0.636 0.972 0.769 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.017 0.885 0.832 0.858 d = lying 0.072 0.656 0.990 0.789 e = sitting 0.019 0.837 0.722 0.775 f = standing 0.001 0.994 0.762 0.863 g = running 0.026 0.812 0.757 0.784 h = walking ------------------------------------------------------- 0.035 0.803 0.777 0.771 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.167 0.409 0.936 0.569 a = climbing down 0.011 0.905 0.729 0.807 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.026 0.828 0.808 0.818 d = lying 0.056 0.685 0.940 0.792 e = sitting 0.032 0.748 0.664 0.703 f = standing 0.005 0.980 0.870 0.922 g = running 0.030 0.257 0.058 0.095 h = walking ------------------------------------------------------- 0.039 0.716 0.712 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.754 0.751 0.753 a = climbing down 0.075 0.370 0.309 0.337 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.096 0.624 0.851 0.720 d = lying 0.029 0.819 0.910 0.862 e = sitting 0.029 0.650 0.322 0.430 f = standing 0.000 0.998 0.957 0.977 g = running 0.091 0.582 0.687 0.630 h = walking ------------------------------------------------------- 0.045 0.600 0.598 0.589 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.132 0.450 0.796 0.575 a = climbing down 0.063 0.604 0.619 0.611 b = climbing up 0.000 0.994 0.950 0.971 c = jumping 0.033 0.785 0.690 0.734 d = lying 0.029 0.812 0.850 0.831 e = sitting 0.071 0.603 0.650 0.626 f = standing 0.004 0.979 0.980 0.979 g = running 0.014 0.758 0.260 0.387 h = walking ------------------------------------------------------- 0.045 0.731 0.700 0.692 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.076 0.502 0.720 0.592 a = climbing down 0.188 0.472 0.553 0.509 b = climbing up 0.000 1.000 0.051 0.096 c = jumping 0.048 0.534 0.370 0.437 d = lying 0.020 0.837 0.976 0.901 e = sitting 0.130 0.503 0.781 0.612 f = standing 0.068 0.619 0.681 0.649 g = running 0.005 0.683 0.067 0.123 h = walking ------------------------------------------------------- 0.088 0.583 0.554 0.513 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.026 0.791 0.743 0.766 a = climbing down 0.054 0.653 0.734 0.691 b = climbing up 0.000 0.964 0.310 0.469 c = jumping 0.026 0.869 0.958 0.912 d = lying 0.040 0.783 0.963 0.864 e = sitting 0.011 0.899 0.769 0.829 f = standing 0.002 0.989 0.747 0.851 g = running 0.047 0.773 0.895 0.829 h = walking ------------------------------------------------------- 0.028 0.836 0.821 0.819 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.035 0.755 0.891 0.818 a = climbing down 0.007 0.884 0.454 0.600 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.010 0.924 0.670 0.777 d = lying 0.013 0.921 0.807 0.860 e = sitting 0.087 0.626 0.911 0.742 f = standing 0.004 0.978 0.997 0.987 g = running 0.052 0.762 0.906 0.828 h = walking ------------------------------------------------------- 0.029 0.845 0.820 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.034 0.746 0.715 0.730 a = climbing down 0.040 0.758 0.718 0.738 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.014 0.596 0.129 0.212 d = lying 0.033 0.821 0.927 0.871 e = sitting 0.134 0.422 0.761 0.543 f = standing 0.003 0.980 0.853 0.912 g = running 0.063 0.734 0.887 0.803 h = walking ------------------------------------------------------- 0.043 0.740 0.722 0.702 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.745 0.567 0.644 a = climbing down 0.210 0.412 0.954 0.575 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.018 0.881 0.772 0.823 d = lying 0.071 0.623 0.792 0.698 e = sitting 0.064 0.560 0.486 0.520 f = standing 0.008 0.960 0.994 0.977 g = running 0.001 0.875 0.023 0.045 h = walking ------------------------------------------------------- 0.053 0.737 0.656 0.617 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.917 0.645 0.757 a = climbing down 0.167 0.456 0.963 0.619 b = climbing up 0.000 0.994 0.962 0.978 c = jumping 0.001 0.992 0.933 0.962 d = lying 0.091 0.675 0.956 0.791 e = sitting 0.015 0.843 0.472 0.605 f = standing 0.004 0.975 0.998 0.987 g = running 0.007 0.836 0.215 0.342 h = walking ------------------------------------------------------- 0.041 0.817 0.749 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.272 0.161 0.737 0.264 a = climbing down 0.002 0.762 0.050 0.094 b = climbing up 0.000 0.977 0.762 0.856 c = jumping 0.005 0.966 0.726 0.829 d = lying 0.092 0.625 0.911 0.741 e = sitting 0.020 0.862 0.723 0.787 f = standing 0.036 0.837 0.987 0.906 g = running 0.029 0.218 0.038 0.065 h = walking ------------------------------------------------------- 0.046 0.673 0.590 0.560 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.670 0.763 a = climbing down 0.132 0.516 0.903 0.657 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.015 0.919 0.938 0.928 d = lying 0.015 0.834 0.533 0.651 e = sitting 0.074 0.650 0.870 0.744 f = standing 0.000 0.999 0.959 0.979 g = running 0.025 0.754 0.420 0.539 h = walking ------------------------------------------------------- 0.037 0.802 0.764 0.760 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.551 0.917 0.688 a = climbing down 0.025 0.859 0.862 0.860 b = climbing up 0.003 0.841 0.847 0.844 c = jumping 0.013 0.930 0.951 0.940 d = lying 0.108 0.377 0.403 0.390 e = sitting 0.093 0.296 0.266 0.280 f = standing 0.004 0.970 0.655 0.782 g = running 0.017 0.889 0.744 0.810 h = walking ------------------------------------------------------- 0.046 0.717 0.692 0.694 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.176 0.427 0.966 0.593 a = climbing down 0.010 0.864 0.460 0.601 b = climbing up 0.006 0.780 0.969 0.864 c = jumping 0.002 0.989 0.993 0.991 d = lying 0.001 0.995 0.987 0.991 e = sitting 0.002 0.986 0.985 0.985 f = standing 0.002 0.990 0.963 0.976 g = running 0.012 0.834 0.321 0.463 h = walking ------------------------------------------------------- 0.025 0.879 0.815 0.810 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.870 0.948 0.907 a = climbing down 0.042 0.757 0.881 0.814 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.968 0.982 0.975 d = lying 0.031 0.824 0.924 0.871 e = sitting 0.013 0.913 0.877 0.895 f = standing 0.000 0.999 0.913 0.954 g = running 0.010 0.932 0.758 0.836 h = walking ------------------------------------------------------- 0.016 0.904 0.897 0.897 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.023 0.794 0.598 0.682 a = climbing down 0.137 0.547 0.934 0.690 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.006 0.958 0.800 0.872 d = lying 0.055 0.721 0.960 0.824 e = sitting 0.032 0.735 0.700 0.717 f = standing 0.000 0.999 0.860 0.924 g = running 0.013 0.829 0.435 0.571 h = walking ------------------------------------------------------- 0.037 0.812 0.771 0.770 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.165 0.396 0.908 0.552 a = climbing down 0.039 0.754 0.853 0.801 b = climbing up 0.000 1.000 0.550 0.709 c = jumping 0.038 0.777 0.866 0.819 d = lying 0.049 0.709 0.909 0.796 e = sitting 0.027 0.771 0.625 0.690 f = standing 0.011 0.959 0.829 0.889 g = running 0.012 0.043 0.003 0.006 h = walking ------------------------------------------------------- 0.041 0.661 0.701 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.782 0.906 0.839 a = climbing down 0.119 0.483 0.809 0.605 b = climbing up 0.000 1.000 0.933 0.965 c = jumping 0.018 0.895 0.875 0.885 d = lying 0.015 0.911 0.976 0.942 e = sitting 0.024 0.852 0.811 0.831 f = standing 0.002 0.990 1.000 0.995 g = running 0.012 0.801 0.274 0.409 h = walking ------------------------------------------------------- 0.029 0.831 0.806 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.014 0.879 0.736 0.801 a = climbing down 0.044 0.622 0.467 0.533 b = climbing up 0.000 1.000 0.579 0.733 c = jumping 0.017 0.899 0.856 0.877 d = lying 0.063 0.655 0.817 0.727 e = sitting 0.049 0.648 0.576 0.610 f = standing 0.009 0.956 0.932 0.944 g = running 0.097 0.582 0.813 0.679 h = walking ------------------------------------------------------- 0.040 0.761 0.748 0.747 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.014 0.847 0.718 0.777 a = climbing down 0.140 0.529 0.522 0.526 b = climbing up 0.000 1.000 0.095 0.173 c = jumping 0.042 0.632 0.489 0.551 d = lying 0.017 0.857 0.977 0.913 e = sitting 0.109 0.547 0.790 0.646 f = standing 0.080 0.662 0.976 0.789 g = running 0.008 0.906 0.438 0.591 h = walking ------------------------------------------------------- 0.069 0.690 0.659 0.645 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.772 0.861 a = climbing down 0.025 0.830 0.862 0.846 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.004 0.978 0.997 0.988 d = lying 0.045 0.791 0.935 0.857 e = sitting 0.016 0.873 0.882 0.877 f = standing 0.001 0.993 0.822 0.900 g = running 0.027 0.865 0.972 0.916 h = walking ------------------------------------------------------- 0.017 0.905 0.896 0.896 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.908 0.913 a = climbing down 0.014 0.828 0.688 0.751 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.990 0.816 0.894 d = lying 0.021 0.853 0.628 0.723 e = sitting 0.097 0.599 0.902 0.720 f = standing 0.004 0.978 0.991 0.984 g = running 0.028 0.866 0.942 0.903 h = walking ------------------------------------------------------- 0.025 0.869 0.848 0.850 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.023 0.783 0.630 0.698 a = climbing down 0.073 0.645 0.851 0.734 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.014 0.915 0.926 0.921 d = lying 0.040 0.795 0.866 0.829 e = sitting 0.027 0.753 0.637 0.690 f = standing 0.005 0.975 1.000 0.987 g = running 0.028 0.834 0.737 0.782 h = walking ------------------------------------------------------- 0.029 0.824 0.818 0.817 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.833 0.764 0.797 a = climbing down 0.044 0.756 0.875 0.811 b = climbing up 0.000 0.975 0.967 0.971 c = jumping 0.001 0.992 0.981 0.987 d = lying 0.070 0.709 0.946 0.811 e = sitting 0.011 0.884 0.552 0.680 f = standing 0.002 0.989 0.997 0.993 g = running 0.013 0.924 0.846 0.883 h = walking ------------------------------------------------------- 0.022 0.875 0.863 0.861 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.876 0.312 0.461 a = climbing down 0.223 0.412 0.953 0.575 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.988 0.977 0.983 d = lying 0.094 0.655 0.963 0.780 e = sitting 0.007 0.877 0.335 0.485 f = standing 0.013 0.932 1.000 0.965 g = running 0.030 0.216 0.043 0.071 h = walking ------------------------------------------------------- 0.054 0.699 0.681 0.633 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.269 0.136 0.633 0.225 a = climbing down 0.010 0.785 0.243 0.371 b = climbing up 0.002 0.921 0.956 0.938 c = jumping 0.000 1.000 0.731 0.845 d = lying 0.025 0.873 0.951 0.911 e = sitting 0.053 0.717 0.870 0.786 f = standing 0.041 0.825 0.998 0.903 g = running 0.001 0.556 0.004 0.008 h = walking ------------------------------------------------------- 0.036 0.753 0.635 0.612 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.818 0.823 0.820 a = climbing down 0.168 0.430 0.846 0.571 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.013 0.929 0.963 0.945 d = lying 0.030 0.815 0.785 0.799 e = sitting 0.031 0.809 0.826 0.817 f = standing 0.005 0.976 0.977 0.976 g = running 0.007 0.749 0.118 0.204 h = walking ------------------------------------------------------- 0.037 0.800 0.760 0.736 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.065 0.596 0.791 0.680 a = climbing down 0.032 0.815 0.822 0.819 b = climbing up 0.003 0.851 0.857 0.854 c = jumping 0.010 0.939 0.914 0.926 d = lying 0.098 0.449 0.442 0.446 e = sitting 0.103 0.289 0.290 0.289 f = standing 0.012 0.903 0.653 0.758 g = running 0.031 0.834 0.891 0.861 h = walking ------------------------------------------------------- 0.048 0.704 0.693 0.694 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.102 0.556 0.954 0.702 a = climbing down 0.011 0.891 0.670 0.765 b = climbing up 0.014 0.605 0.976 0.747 c = jumping 0.071 0.719 0.992 0.833 d = lying 0.003 0.981 0.977 0.979 e = sitting 0.003 0.970 0.585 0.730 f = standing 0.002 0.987 0.911 0.948 g = running 0.018 0.842 0.532 0.652 h = walking ------------------------------------------------------- 0.028 0.850 0.805 0.803 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.920 0.955 0.937 a = climbing down 0.045 0.738 0.853 0.791 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.911 0.968 0.938 d = lying 0.035 0.804 0.974 0.881 e = sitting 0.007 0.950 0.880 0.914 f = standing 0.000 0.999 0.839 0.912 g = running 0.016 0.899 0.770 0.829 h = walking ------------------------------------------------------- 0.017 0.897 0.888 0.888 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.644 0.488 0.555 a = climbing down 0.091 0.646 0.959 0.772 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.015 0.893 0.790 0.838 d = lying 0.070 0.668 0.970 0.791 e = sitting 0.032 0.763 0.751 0.757 f = standing 0.001 0.992 0.751 0.855 g = running 0.016 0.851 0.642 0.731 h = walking ------------------------------------------------------- 0.036 0.795 0.769 0.767 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.066 0.435 0.414 0.424 a = climbing down 0.090 0.579 0.894 0.703 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.010 0.908 0.637 0.749 d = lying 0.080 0.593 0.900 0.715 e = sitting 0.062 0.603 0.673 0.636 f = standing 0.001 0.994 0.841 0.911 g = running 0.025 0.774 0.481 0.593 h = walking ------------------------------------------------------- 0.040 0.743 0.706 0.707 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.843 0.876 0.859 a = climbing down 0.065 0.612 0.733 0.667 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.054 0.750 0.918 0.826 d = lying 0.018 0.890 0.938 0.913 e = sitting 0.018 0.850 0.604 0.706 f = standing 0.001 0.993 0.995 0.994 g = running 0.031 0.784 0.640 0.704 h = walking ------------------------------------------------------- 0.028 0.827 0.819 0.817 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.869 0.858 0.864 a = climbing down 0.034 0.799 0.876 0.836 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.015 0.901 0.825 0.861 d = lying 0.025 0.831 0.840 0.835 e = sitting 0.050 0.723 0.779 0.750 f = standing 0.006 0.972 0.980 0.976 g = running 0.011 0.927 0.860 0.892 h = walking ------------------------------------------------------- 0.022 0.867 0.863 0.864 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.076 0.549 0.862 0.670 a = climbing down 0.035 0.792 0.439 0.565 b = climbing up 0.000 1.000 0.580 0.735 c = jumping 0.074 0.551 0.661 0.601 d = lying 0.028 0.769 0.904 0.831 e = sitting 0.093 0.520 0.595 0.555 f = standing 0.021 0.842 0.681 0.753 g = running 0.055 0.732 0.846 0.785 h = walking ------------------------------------------------------- 0.052 0.700 0.671 0.666 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.920 0.870 0.894 a = climbing down 0.021 0.844 0.863 0.854 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.012 0.935 0.978 0.956 d = lying 0.047 0.789 0.962 0.867 e = sitting 0.010 0.913 0.846 0.878 f = standing 0.002 0.988 0.820 0.896 g = running 0.018 0.897 0.914 0.906 h = walking ------------------------------------------------------- 0.017 0.903 0.896 0.896 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.069 0.609 0.897 0.726 a = climbing down 0.016 0.836 0.664 0.740 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.006 0.957 0.750 0.841 d = lying 0.030 0.825 0.764 0.793 e = sitting 0.072 0.663 0.894 0.762 f = standing 0.015 0.924 0.985 0.953 g = running 0.014 0.902 0.669 0.768 h = walking ------------------------------------------------------- 0.029 0.833 0.807 0.809 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.881 0.688 0.773 a = climbing down 0.068 0.703 0.923 0.798 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.009 0.879 0.388 0.538 d = lying 0.023 0.857 0.880 0.869 e = sitting 0.108 0.484 0.789 0.600 f = standing 0.005 0.972 0.992 0.982 g = running 0.021 0.879 0.780 0.826 h = walking ------------------------------------------------------- 0.033 0.822 0.785 0.782 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.824 0.885 a = climbing down 0.084 0.633 0.957 0.762 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.013 0.931 0.982 0.956 d = lying 0.062 0.723 0.969 0.828 e = sitting 0.007 0.929 0.554 0.694 f = standing 0.007 0.960 0.999 0.979 g = running 0.007 0.941 0.612 0.742 h = walking ------------------------------------------------------- 0.025 0.872 0.841 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.645 0.764 a = climbing down 0.133 0.510 0.938 0.661 b = climbing up 0.000 0.989 0.984 0.987 c = jumping 0.001 0.996 0.928 0.961 d = lying 0.111 0.626 0.968 0.760 e = sitting 0.014 0.793 0.319 0.455 f = standing 0.010 0.945 0.998 0.971 g = running 0.015 0.833 0.405 0.545 h = walking ------------------------------------------------------- 0.041 0.807 0.753 0.737 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.084 0.327 0.598 0.423 a = climbing down 0.081 0.391 0.359 0.374 b = climbing up 0.000 0.993 0.897 0.943 c = jumping 0.008 0.958 0.972 0.965 d = lying 0.012 0.938 0.976 0.957 e = sitting 0.005 0.969 0.906 0.937 f = standing 0.038 0.832 1.000 0.908 g = running 0.009 0.926 0.533 0.676 h = walking ------------------------------------------------------- 0.027 0.819 0.789 0.791 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.732 0.829 a = climbing down 0.068 0.667 0.942 0.781 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.003 0.984 0.898 0.939 d = lying 0.027 0.807 0.798 0.802 e = sitting 0.042 0.770 0.889 0.825 f = standing 0.002 0.991 0.938 0.964 g = running 0.017 0.891 0.774 0.828 h = walking ------------------------------------------------------- 0.022 0.876 0.858 0.860 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.776 0.762 0.769 a = climbing down 0.058 0.732 0.920 0.816 b = climbing up 0.000 1.000 0.774 0.872 c = jumping 0.012 0.908 0.661 0.765 d = lying 0.087 0.328 0.357 0.342 e = sitting 0.134 0.456 0.532 0.491 f = standing 0.009 0.948 0.887 0.916 g = running 0.014 0.908 0.788 0.843 h = walking ------------------------------------------------------- 0.049 0.735 0.709 0.716 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.019 0.866 0.924 0.894 a = climbing down 0.016 0.861 0.725 0.787 b = climbing up 0.000 0.988 1.000 0.994 c = jumping 0.001 0.993 0.988 0.991 d = lying 0.011 0.936 0.980 0.957 e = sitting 0.003 0.981 0.926 0.953 f = standing 0.002 0.987 0.998 0.993 g = running 0.031 0.839 0.899 0.867 h = walking ------------------------------------------------------- 0.011 0.928 0.927 0.926 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.964 0.918 0.940 a = climbing down 0.065 0.687 0.960 0.801 b = climbing up 0.000 0.983 1.000 0.992 c = jumping 0.017 0.906 0.986 0.944 d = lying 0.025 0.858 0.957 0.905 e = sitting 0.006 0.960 0.882 0.919 f = standing 0.003 0.986 0.882 0.932 g = running 0.009 0.928 0.658 0.770 h = walking ------------------------------------------------------- 0.017 0.904 0.888 0.888 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.810 0.726 0.766 a = climbing down 0.074 0.692 0.939 0.797 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.008 0.948 0.840 0.891 d = lying 0.052 0.727 0.972 0.832 e = sitting 0.029 0.782 0.808 0.795 f = standing 0.001 0.994 0.788 0.879 g = running 0.009 0.924 0.721 0.810 h = walking ------------------------------------------------------- 0.027 0.852 0.829 0.831 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.083 0.558 0.901 0.689 a = climbing down 0.010 0.901 0.633 0.743 b = climbing up 0.000 1.000 0.910 0.953 c = jumping 0.052 0.684 0.761 0.721 d = lying 0.061 0.688 0.962 0.802 e = sitting 0.037 0.722 0.619 0.666 f = standing 0.003 0.986 0.791 0.878 g = running 0.053 0.625 0.515 0.565 h = walking ------------------------------------------------------- 0.037 0.768 0.739 0.740 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.042 0.723 0.836 0.776 a = climbing down 0.066 0.617 0.737 0.672 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.009 0.952 0.917 0.934 d = lying 0.014 0.904 0.947 0.925 e = sitting 0.021 0.879 0.882 0.880 f = standing 0.001 0.996 0.998 0.997 g = running 0.024 0.817 0.590 0.685 h = walking ------------------------------------------------------- 0.022 0.736 0.738 0.734 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.786 0.771 0.778 a = climbing down 0.107 0.567 0.905 0.697 b = climbing up 0.002 0.909 0.988 0.946 c = jumping 0.005 0.967 0.848 0.903 d = lying 0.036 0.757 0.763 0.760 e = sitting 0.058 0.676 0.772 0.721 f = standing 0.004 0.980 0.959 0.970 g = running 0.016 0.795 0.364 0.499 h = walking ------------------------------------------------------- 0.034 0.802 0.778 0.772 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.088 0.522 0.876 0.654 a = climbing down 0.049 0.762 0.531 0.626 b = climbing up 0.000 1.000 0.034 0.065 c = jumping 0.040 0.662 0.498 0.569 d = lying 0.026 0.780 0.919 0.844 e = sitting 0.128 0.486 0.705 0.575 f = standing 0.039 0.797 0.968 0.874 g = running 0.016 0.843 0.508 0.634 h = walking ------------------------------------------------------- 0.054 0.707 0.668 0.657 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.597 0.734 a = climbing down 0.024 0.782 0.652 0.711 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.005 0.967 0.966 0.966 d = lying 0.092 0.594 0.939 0.728 e = sitting 0.021 0.869 0.748 0.804 f = standing 0.000 0.998 0.716 0.834 g = running 0.082 0.661 0.947 0.778 h = walking ------------------------------------------------------- 0.031 0.844 0.803 0.805 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.854 0.889 0.871 a = climbing down 0.007 0.902 0.683 0.778 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.003 0.979 0.809 0.886 d = lying 0.025 0.836 0.666 0.741 e = sitting 0.087 0.642 0.916 0.755 f = standing 0.005 0.974 0.998 0.986 g = running 0.023 0.886 0.958 0.920 h = walking ------------------------------------------------------- 0.024 0.872 0.856 0.856 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.832 0.645 0.726 a = climbing down 0.072 0.632 0.815 0.712 b = climbing up 0.001 0.970 0.775 0.862 c = jumping 0.008 0.955 0.946 0.951 d = lying 0.044 0.759 0.870 0.811 e = sitting 0.021 0.848 0.710 0.773 f = standing 0.010 0.946 0.981 0.963 g = running 0.044 0.750 0.704 0.726 h = walking ------------------------------------------------------- 0.030 0.823 0.814 0.814 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.077 0.572 0.888 0.696 a = climbing down 0.026 0.791 0.604 0.685 b = climbing up 0.000 0.967 0.707 0.817 c = jumping 0.001 0.997 0.993 0.995 d = lying 0.032 0.758 0.658 0.704 e = sitting 0.055 0.696 0.799 0.744 f = standing 0.008 0.957 0.997 0.977 g = running 0.015 0.902 0.739 0.812 h = walking ------------------------------------------------------- 0.027 0.829 0.812 0.813 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.536 0.692 a = climbing down 0.208 0.419 0.976 0.586 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.963 0.975 d = lying 0.095 0.643 0.912 0.754 e = sitting 0.019 0.707 0.326 0.446 f = standing 0.004 0.980 1.000 0.990 g = running 0.008 0.765 0.140 0.237 h = walking ------------------------------------------------------- 0.047 0.785 0.710 0.679 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.376 0.836 0.519 a = climbing down 0.047 0.426 0.231 0.300 b = climbing up 0.000 0.992 0.978 0.985 c = jumping 0.000 1.000 0.405 0.577 d = lying 0.125 0.578 0.991 0.730 e = sitting 0.109 0.271 0.255 0.263 f = standing 0.022 0.896 0.998 0.945 g = running 0.022 0.872 0.695 0.773 h = walking ------------------------------------------------------- 0.053 0.684 0.633 0.618 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.882 0.790 0.834 a = climbing down 0.062 0.669 0.825 0.739 b = climbing up 0.000 0.993 0.925 0.958 c = jumping 0.020 0.894 0.966 0.928 d = lying 0.010 0.803 0.279 0.415 e = sitting 0.102 0.604 0.895 0.721 f = standing 0.002 0.989 0.986 0.988 g = running 0.028 0.828 0.736 0.780 h = walking ------------------------------------------------------- 0.034 0.815 0.796 0.783 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.031 0.757 0.788 0.772 a = climbing down 0.067 0.714 0.966 0.821 b = climbing up 0.000 1.000 0.918 0.957 c = jumping 0.012 0.923 0.819 0.868 d = lying 0.078 0.254 0.220 0.236 e = sitting 0.125 0.437 0.500 0.466 f = standing 0.004 0.973 0.822 0.891 g = running 0.008 0.944 0.796 0.864 h = walking ------------------------------------------------------- 0.046 0.735 0.720 0.722 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.134 0.465 0.872 0.607 a = climbing down 0.001 0.789 0.033 0.064 b = climbing up 0.001 0.969 0.912 0.940 c = jumping 0.136 0.548 0.907 0.683 d = lying 0.006 0.963 0.966 0.964 e = sitting 0.017 0.685 0.209 0.320 f = standing 0.016 0.916 0.996 0.954 g = running 0.059 0.666 0.668 0.667 h = walking ------------------------------------------------------- 0.052 0.726 0.681 0.630 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.943 0.950 a = climbing down 0.045 0.756 0.933 0.835 b = climbing up 0.000 0.983 1.000 0.992 c = jumping 0.042 0.779 0.907 0.838 d = lying 0.031 0.825 0.974 0.893 e = sitting 0.018 0.864 0.728 0.790 f = standing 0.002 0.987 0.839 0.907 g = running 0.009 0.942 0.774 0.850 h = walking ------------------------------------------------------- 0.021 0.879 0.868 0.868 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.047 0.700 0.703 0.702 a = climbing down 0.055 0.750 0.947 0.837 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.025 0.843 0.832 0.837 d = lying 0.099 0.578 0.988 0.729 e = sitting 0.017 0.838 0.644 0.728 f = standing 0.001 0.994 0.666 0.797 g = running 0.010 0.907 0.687 0.782 h = walking ------------------------------------------------------- 0.033 0.817 0.779 0.780 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.064 0.620 0.859 0.721 a = climbing down 0.018 0.859 0.812 0.834 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.021 0.850 0.790 0.819 d = lying 0.079 0.626 0.959 0.758 e = sitting 0.031 0.796 0.792 0.794 f = standing 0.005 0.978 0.732 0.837 g = running 0.026 0.810 0.634 0.711 h = walking ------------------------------------------------------- 0.030 0.817 0.787 0.790 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.780 0.853 0.815 a = climbing down 0.077 0.527 0.601 0.562 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.035 0.830 0.887 0.858 d = lying 0.011 0.918 0.888 0.903 e = sitting 0.035 0.781 0.738 0.759 f = standing 0.002 0.992 0.990 0.991 g = running 0.043 0.713 0.584 0.642 h = walking ------------------------------------------------------- 0.030 0.693 0.693 0.691 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.056 0.669 0.832 0.742 a = climbing down 0.051 0.715 0.821 0.764 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.018 0.860 0.689 0.765 d = lying 0.030 0.790 0.777 0.784 e = sitting 0.077 0.622 0.754 0.682 f = standing 0.007 0.964 0.964 0.964 g = running 0.010 0.911 0.601 0.724 h = walking ------------------------------------------------------- 0.034 0.802 0.783 0.784 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.039 0.684 0.746 0.714 a = climbing down 0.199 0.284 0.260 0.272 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.097 0.517 0.770 0.619 d = lying 0.014 0.819 0.603 0.695 e = sitting 0.103 0.446 0.474 0.460 f = standing 0.152 0.508 0.967 0.666 g = running 0.003 0.655 0.029 0.055 h = walking ------------------------------------------------------- 0.100 0.526 0.494 0.444 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.904 0.853 0.878 a = climbing down 0.017 0.856 0.792 0.823 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.947 0.979 0.962 d = lying 0.054 0.717 0.964 0.822 e = sitting 0.010 0.937 0.841 0.886 f = standing 0.001 0.997 0.816 0.897 g = running 0.031 0.833 0.925 0.877 h = walking ------------------------------------------------------- 0.018 0.895 0.883 0.884 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.017 0.728 0.375 0.495 a = climbing down 0.024 0.708 0.486 0.576 b = climbing up 0.000 1.000 0.790 0.883 c = jumping 0.044 0.735 0.646 0.688 d = lying 0.029 0.811 0.671 0.735 e = sitting 0.104 0.526 0.691 0.598 f = standing 0.041 0.817 0.998 0.899 g = running 0.096 0.612 0.838 0.707 h = walking ------------------------------------------------------- 0.052 0.713 0.697 0.689 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.883 0.728 0.798 a = climbing down 0.045 0.752 0.778 0.765 b = climbing up 0.000 1.000 0.817 0.899 c = jumping 0.006 0.947 0.651 0.771 d = lying 0.018 0.871 0.793 0.830 e = sitting 0.087 0.610 0.859 0.714 f = standing 0.005 0.974 0.996 0.985 g = running 0.043 0.788 0.873 0.828 h = walking ------------------------------------------------------- 0.031 0.835 0.814 0.816 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.891 0.655 0.755 a = climbing down 0.171 0.461 0.953 0.621 b = climbing up 0.000 0.993 0.858 0.921 c = jumping 0.009 0.948 0.981 0.964 d = lying 0.094 0.570 0.855 0.684 e = sitting 0.025 0.768 0.437 0.557 f = standing 0.004 0.977 0.996 0.986 g = running 0.002 0.953 0.237 0.380 h = walking ------------------------------------------------------- 0.042 0.806 0.726 0.709 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.574 0.721 a = climbing down 0.172 0.446 0.956 0.608 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.000 0.998 0.848 0.917 d = lying 0.107 0.621 0.908 0.738 e = sitting 0.040 0.617 0.366 0.460 f = standing 0.010 0.946 0.999 0.972 g = running 0.008 0.849 0.251 0.387 h = walking ------------------------------------------------------- 0.048 0.777 0.709 0.692 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.191 0.231 0.757 0.354 a = climbing down 0.055 0.267 0.142 0.185 b = climbing up 0.000 0.987 0.939 0.963 c = jumping 0.002 0.988 0.980 0.984 d = lying 0.149 0.522 0.992 0.684 e = sitting 0.002 0.939 0.201 0.332 f = standing 0.030 0.858 0.994 0.921 g = running 0.012 0.786 0.209 0.331 h = walking ------------------------------------------------------- 0.049 0.717 0.607 0.572 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.784 0.837 a = climbing down 0.050 0.698 0.797 0.744 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.019 0.898 0.929 0.913 d = lying 0.012 0.788 0.306 0.440 e = sitting 0.111 0.580 0.870 0.696 f = standing 0.001 0.994 0.958 0.976 g = running 0.032 0.825 0.823 0.824 h = walking ------------------------------------------------------- 0.034 0.817 0.798 0.789 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.058 0.499 0.483 0.491 a = climbing down 0.084 0.651 0.931 0.766 b = climbing up 0.000 1.000 0.752 0.858 c = jumping 0.002 0.990 0.944 0.966 d = lying 0.085 0.389 0.347 0.367 e = sitting 0.112 0.477 0.545 0.509 f = standing 0.005 0.957 0.652 0.776 g = running 0.016 0.901 0.848 0.874 h = walking ------------------------------------------------------- 0.051 0.709 0.689 0.690 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.066 0.664 0.959 0.785 a = climbing down 0.007 0.857 0.331 0.478 b = climbing up 0.084 0.201 0.988 0.334 c = jumping 0.001 0.993 0.984 0.989 d = lying 0.009 0.946 0.987 0.966 e = sitting 0.005 0.970 0.938 0.954 f = standing 0.000 0.996 0.465 0.634 g = running 0.052 0.744 0.838 0.788 h = walking ------------------------------------------------------- 0.021 0.874 0.796 0.797 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.970 0.978 0.974 a = climbing down 0.018 0.875 0.839 0.856 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.024 0.873 0.989 0.927 d = lying 0.027 0.838 0.952 0.892 e = sitting 0.006 0.955 0.818 0.881 f = standing 0.001 0.993 0.892 0.940 g = running 0.024 0.877 0.911 0.894 h = walking ------------------------------------------------------- 0.014 0.915 0.911 0.910 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.752 0.586 0.659 a = climbing down 0.122 0.575 0.952 0.717 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.947 0.849 0.896 d = lying 0.050 0.700 0.811 0.752 e = sitting 0.050 0.662 0.780 0.716 f = standing 0.001 0.998 0.844 0.914 g = running 0.008 0.884 0.444 0.591 h = walking ------------------------------------------------------- 0.036 0.807 0.768 0.768 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.027 0.789 0.876 0.830 a = climbing down 0.018 0.866 0.839 0.852 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.037 0.765 0.816 0.790 d = lying 0.052 0.717 0.941 0.814 e = sitting 0.036 0.756 0.725 0.741 f = standing 0.003 0.987 0.803 0.885 g = running 0.027 0.837 0.804 0.820 h = walking ------------------------------------------------------- 0.025 0.838 0.826 0.827 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.770 0.909 0.834 a = climbing down 0.068 0.577 0.689 0.628 b = climbing up 0.000 0.977 0.963 0.970 c = jumping 0.016 0.916 0.946 0.930 d = lying 0.012 0.911 0.756 0.826 e = sitting 0.046 0.764 0.849 0.804 f = standing 0.002 0.991 0.998 0.994 g = running 0.031 0.773 0.565 0.653 h = walking ------------------------------------------------------- 0.028 0.827 0.820 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.024 0.763 0.573 0.654 a = climbing down 0.115 0.561 0.960 0.708 b = climbing up 0.005 0.803 0.977 0.881 c = jumping 0.007 0.946 0.841 0.891 d = lying 0.040 0.748 0.672 0.708 e = sitting 0.076 0.605 0.757 0.673 f = standing 0.001 0.996 0.924 0.959 g = running 0.007 0.922 0.526 0.670 h = walking ------------------------------------------------------- 0.036 0.800 0.761 0.763 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.758 0.919 0.831 a = climbing down 0.049 0.785 0.591 0.675 b = climbing up 0.000 1.000 0.195 0.327 c = jumping 0.033 0.682 0.531 0.597 d = lying 0.028 0.748 0.807 0.776 e = sitting 0.128 0.508 0.757 0.608 f = standing 0.020 0.887 0.972 0.927 g = running 0.033 0.789 0.709 0.747 h = walking ------------------------------------------------------- 0.048 0.744 0.724 0.719 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.954 0.822 0.883 a = climbing down 0.029 0.808 0.934 0.866 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.978 0.994 0.986 d = lying 0.073 0.658 0.792 0.719 e = sitting 0.040 0.764 0.738 0.750 f = standing 0.000 0.998 0.837 0.910 g = running 0.015 0.910 0.895 0.903 h = walking ------------------------------------------------------- 0.023 0.870 0.858 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.058 0.636 0.908 0.748 a = climbing down 0.014 0.761 0.474 0.584 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.985 0.820 0.895 d = lying 0.036 0.692 0.438 0.537 e = sitting 0.129 0.561 0.847 0.675 f = standing 0.011 0.945 0.994 0.968 g = running 0.007 0.958 0.849 0.900 h = walking ------------------------------------------------------- 0.037 0.805 0.779 0.776 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.752 0.826 a = climbing down 0.044 0.733 0.816 0.772 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.004 0.979 0.955 0.967 d = lying 0.051 0.712 0.819 0.762 e = sitting 0.031 0.794 0.696 0.742 f = standing 0.007 0.961 1.000 0.980 g = running 0.033 0.825 0.857 0.840 h = walking ------------------------------------------------------- 0.025 0.852 0.846 0.846 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.043 0.646 0.688 0.666 a = climbing down 0.122 0.536 0.877 0.665 b = climbing up 0.018 0.475 1.000 0.644 c = jumping 0.000 0.999 0.947 0.972 d = lying 0.096 0.623 0.917 0.742 e = sitting 0.020 0.741 0.377 0.500 f = standing 0.006 0.965 0.885 0.924 g = running 0.003 0.957 0.378 0.541 h = walking ------------------------------------------------------- 0.040 0.789 0.732 0.721 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.942 0.635 0.759 a = climbing down 0.170 0.466 0.949 0.625 b = climbing up 0.000 0.984 0.979 0.981 c = jumping 0.002 0.991 0.959 0.975 d = lying 0.127 0.585 0.959 0.727 e = sitting 0.011 0.566 0.100 0.170 f = standing 0.002 0.990 0.997 0.993 g = running 0.010 0.856 0.315 0.461 h = walking ------------------------------------------------------- 0.047 0.777 0.721 0.687 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.243 0.170 0.746 0.278 a = climbing down 0.042 0.411 0.186 0.256 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.000 0.998 0.971 0.984 d = lying 0.098 0.645 0.964 0.773 e = sitting 0.009 0.866 0.386 0.534 f = standing 0.035 0.845 1.000 0.916 g = running 0.001 0.896 0.047 0.088 h = walking ------------------------------------------------------- 0.043 0.752 0.615 0.582 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.821 0.886 0.852 a = climbing down 0.029 0.780 0.697 0.736 b = climbing up 0.000 0.994 0.962 0.978 c = jumping 0.017 0.905 0.956 0.930 d = lying 0.059 0.630 0.703 0.664 e = sitting 0.038 0.747 0.645 0.692 f = standing 0.001 0.993 0.977 0.985 g = running 0.026 0.863 0.892 0.877 h = walking ------------------------------------------------------- 0.026 0.831 0.831 0.829 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.010 0.906 0.686 0.781 a = climbing down 0.105 0.564 0.885 0.689 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.011 0.939 0.984 0.961 d = lying 0.107 0.455 0.455 0.455 e = sitting 0.094 0.254 0.224 0.238 f = standing 0.002 0.986 0.991 0.989 g = running 0.029 0.773 0.567 0.654 h = walking ------------------------------------------------------- 0.051 0.704 0.693 0.689 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.141 0.507 0.910 0.651 a = climbing down 0.025 0.372 0.484 0.421 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.100 0.670 0.985 0.798 d = lying 0.003 0.989 0.969 0.979 e = sitting 0.009 0.924 0.503 0.652 f = standing 0.001 0.995 0.994 0.994 g = running 0.007 0.901 0.306 0.457 h = walking ------------------------------------------------------- 0.040 0.824 0.756 0.740 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.082 0.551 0.888 0.680 a = climbing down 0.152 0.425 0.726 0.537 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.009 0.950 0.945 0.948 d = lying 0.048 0.757 0.929 0.834 e = sitting 0.021 0.844 0.805 0.824 f = standing 0.000 0.999 0.834 0.909 g = running 0.003 0.712 0.036 0.069 h = walking ------------------------------------------------------- 0.039 0.771 0.726 0.688 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.007 0.408 0.033 0.061 a = climbing down 0.146 0.490 0.719 0.583 b = climbing up 0.002 0.880 0.831 0.855 c = jumping 0.111 0.439 0.574 0.498 d = lying 0.024 0.644 0.381 0.479 e = sitting 0.129 0.378 0.535 0.443 f = standing 0.008 0.938 0.511 0.661 g = running 0.127 0.479 0.807 0.601 h = walking ------------------------------------------------------- 0.076 0.568 0.521 0.495 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.141 0.421 0.845 0.562 a = climbing down 0.025 0.805 0.736 0.769 b = climbing up 0.000 1.000 0.656 0.792 c = jumping 0.013 0.890 0.664 0.761 d = lying 0.075 0.596 0.863 0.705 e = sitting 0.071 0.568 0.655 0.608 f = standing 0.007 0.971 0.842 0.902 g = running 0.030 0.481 0.163 0.243 h = walking ------------------------------------------------------- 0.044 0.715 0.681 0.671 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.679 0.848 0.754 a = climbing down 0.081 0.568 0.740 0.643 b = climbing up 0.001 0.967 0.975 0.971 c = jumping 0.082 0.648 0.856 0.737 d = lying 0.053 0.745 0.937 0.830 e = sitting 0.022 0.706 0.305 0.426 f = standing 0.000 0.998 0.995 0.996 g = running 0.008 0.895 0.445 0.595 h = walking ------------------------------------------------------- 0.041 0.759 0.739 0.721 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.171 0.331 0.653 0.440 a = climbing down 0.037 0.729 0.568 0.638 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.013 0.894 0.769 0.827 d = lying 0.039 0.726 0.707 0.717 e = sitting 0.072 0.656 0.773 0.710 f = standing 0.001 0.997 0.941 0.968 g = running 0.036 0.549 0.261 0.354 h = walking ------------------------------------------------------- 0.048 0.717 0.679 0.682 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.800 0.733 0.765 a = climbing down 0.050 0.737 0.482 0.583 b = climbing up 0.000 1.000 0.475 0.644 c = jumping 0.073 0.597 0.751 0.665 d = lying 0.015 0.906 0.949 0.927 e = sitting 0.097 0.538 0.713 0.614 f = standing 0.020 0.886 0.968 0.925 g = running 0.021 0.869 0.861 0.865 h = walking ------------------------------------------------------- 0.043 0.764 0.750 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.945 0.637 0.761 a = climbing down 0.065 0.646 0.855 0.736 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.011 0.939 0.963 0.951 d = lying 0.016 0.910 0.938 0.924 e = sitting 0.018 0.864 0.883 0.873 f = standing 0.001 0.994 0.930 0.961 g = running 0.032 0.810 0.804 0.807 h = walking ------------------------------------------------------- 0.020 0.884 0.871 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.675 0.726 0.699 a = climbing down 0.037 0.703 0.681 0.692 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.031 0.664 0.340 0.449 d = lying 0.026 0.835 0.657 0.735 e = sitting 0.151 0.475 0.852 0.610 f = standing 0.006 0.971 0.982 0.976 g = running 0.023 0.882 0.879 0.880 h = walking ------------------------------------------------------- 0.041 0.765 0.737 0.734 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.821 0.508 0.627 a = climbing down 0.043 0.724 0.626 0.671 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.008 0.890 0.404 0.556 d = lying 0.057 0.703 0.883 0.783 e = sitting 0.092 0.514 0.718 0.600 f = standing 0.002 0.990 0.947 0.968 g = running 0.100 0.615 0.910 0.734 h = walking ------------------------------------------------------- 0.043 0.764 0.726 0.719 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.160 0.422 0.903 0.575 a = climbing down 0.064 0.315 0.196 0.242 b = climbing up 0.009 0.685 0.905 0.779 c = jumping 0.000 0.996 0.619 0.764 d = lying 0.080 0.621 0.865 0.723 e = sitting 0.085 0.521 0.549 0.535 f = standing 0.006 0.967 0.942 0.954 g = running 0.014 0.820 0.363 0.503 h = walking ------------------------------------------------------- 0.053 0.685 0.634 0.625 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.049 0.678 0.848 0.753 a = climbing down 0.054 0.694 0.712 0.702 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.005 0.970 0.903 0.935 d = lying 0.083 0.577 0.912 0.707 e = sitting 0.022 0.807 0.509 0.624 f = standing 0.007 0.964 0.996 0.980 g = running 0.040 0.687 0.532 0.600 h = walking ------------------------------------------------------- 0.033 0.789 0.773 0.769 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.208 0.149 0.531 0.233 a = climbing down 0.006 0.865 0.261 0.402 b = climbing up 0.000 0.994 0.982 0.988 c = jumping 0.015 0.921 0.937 0.929 d = lying 0.010 0.946 0.974 0.960 e = sitting 0.008 0.953 0.880 0.915 f = standing 0.118 0.599 1.000 0.749 g = running 0.000 0.571 0.003 0.006 h = walking ------------------------------------------------------- 0.037 0.766 0.671 0.635 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.839 0.607 0.705 a = climbing down 0.172 0.444 0.879 0.590 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.978 0.928 0.952 d = lying 0.022 0.856 0.777 0.814 e = sitting 0.046 0.749 0.866 0.803 f = standing 0.000 0.998 0.986 0.992 g = running 0.025 0.519 0.159 0.244 h = walking ------------------------------------------------------- 0.039 0.778 0.755 0.740 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.072 0.533 0.590 0.560 a = climbing down 0.167 0.480 0.947 0.637 b = climbing up 0.001 0.915 0.756 0.828 c = jumping 0.016 0.920 0.975 0.947 d = lying 0.050 0.303 0.176 0.222 e = sitting 0.098 0.498 0.602 0.545 f = standing 0.021 0.882 0.856 0.869 g = running 0.015 0.450 0.068 0.118 h = walking ------------------------------------------------------- 0.060 0.605 0.619 0.576 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.115 0.535 0.832 0.651 a = climbing down 0.021 0.238 0.210 0.223 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.066 0.702 0.757 0.728 d = lying 0.016 0.934 0.987 0.960 e = sitting 0.050 0.711 0.600 0.651 f = standing 0.003 0.971 1.000 0.985 g = running 0.017 0.865 0.506 0.639 h = walking ------------------------------------------------------- 0.043 0.774 0.754 0.750 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.084 0.560 0.953 0.705 a = climbing down 0.065 0.625 0.668 0.646 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.039 0.806 0.933 0.865 d = lying 0.013 0.898 0.706 0.791 e = sitting 0.056 0.640 0.719 0.677 f = standing 0.000 0.998 0.883 0.937 g = running 0.006 0.947 0.537 0.686 h = walking ------------------------------------------------------- 0.033 0.809 0.771 0.772 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.090 0.450 0.486 0.467 a = climbing down 0.114 0.578 0.807 0.674 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.005 0.959 0.814 0.880 d = lying 0.092 0.547 0.967 0.699 e = sitting 0.028 0.780 0.653 0.711 f = standing 0.001 0.993 0.736 0.846 g = running 0.003 0.953 0.490 0.647 h = walking ------------------------------------------------------- 0.045 0.770 0.710 0.717 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.184 0.348 0.835 0.492 a = climbing down 0.028 0.718 0.479 0.574 b = climbing up 0.000 0.978 0.596 0.741 c = jumping 0.060 0.659 0.772 0.711 d = lying 0.073 0.638 0.937 0.759 e = sitting 0.049 0.641 0.567 0.602 f = standing 0.008 0.960 0.696 0.807 g = running 0.022 0.558 0.168 0.258 h = walking ------------------------------------------------------- 0.051 0.686 0.627 0.618 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.090 0.557 0.786 0.652 a = climbing down 0.115 0.455 0.651 0.536 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.048 0.741 0.726 0.734 d = lying 0.020 0.878 0.956 0.915 e = sitting 0.052 0.682 0.647 0.664 f = standing 0.002 0.990 0.999 0.995 g = running 0.021 0.455 0.106 0.172 h = walking ------------------------------------------------------- 0.047 0.692 0.700 0.675 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.672 0.498 0.572 a = climbing down 0.051 0.694 0.649 0.670 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.029 0.793 0.790 0.791 d = lying 0.026 0.768 0.593 0.669 e = sitting 0.082 0.630 0.780 0.697 f = standing 0.001 0.997 0.951 0.973 g = running 0.067 0.690 0.885 0.775 h = walking ------------------------------------------------------- 0.040 0.760 0.754 0.751 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.639 0.612 0.625 a = climbing down 0.052 0.744 0.522 0.613 b = climbing up 0.000 1.000 0.203 0.338 c = jumping 0.050 0.696 0.781 0.736 d = lying 0.029 0.822 0.893 0.856 e = sitting 0.106 0.502 0.674 0.575 f = standing 0.025 0.860 0.961 0.908 g = running 0.023 0.854 0.832 0.843 h = walking ------------------------------------------------------- 0.045 0.743 0.730 0.724 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.606 0.066 0.118 a = climbing down 0.246 0.337 0.934 0.495 b = climbing up 0.000 1.000 0.926 0.961 c = jumping 0.053 0.761 0.988 0.860 d = lying 0.013 0.799 0.356 0.492 e = sitting 0.104 0.521 0.675 0.588 f = standing 0.006 0.973 0.919 0.945 g = running 0.027 0.233 0.048 0.080 h = walking ------------------------------------------------------- 0.059 0.633 0.605 0.555 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.710 0.634 0.670 a = climbing down 0.083 0.561 0.827 0.668 b = climbing up 0.000 1.000 0.904 0.950 c = jumping 0.047 0.459 0.219 0.297 d = lying 0.047 0.708 0.573 0.633 e = sitting 0.167 0.435 0.792 0.562 f = standing 0.003 0.983 0.996 0.989 g = running 0.007 0.945 0.665 0.781 h = walking ------------------------------------------------------- 0.052 0.704 0.673 0.666 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.815 0.560 0.664 a = climbing down 0.041 0.716 0.605 0.656 b = climbing up 0.000 0.993 0.863 0.923 c = jumping 0.006 0.922 0.426 0.583 d = lying 0.045 0.726 0.831 0.775 e = sitting 0.112 0.536 0.765 0.630 f = standing 0.004 0.978 0.985 0.982 g = running 0.091 0.616 0.875 0.723 h = walking ------------------------------------------------------- 0.045 0.765 0.728 0.723 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.808 0.763 0.785 a = climbing down 0.074 0.632 0.843 0.723 b = climbing up 0.000 0.986 0.845 0.910 c = jumping 0.005 0.974 0.961 0.967 d = lying 0.071 0.604 0.721 0.657 e = sitting 0.047 0.668 0.559 0.608 f = standing 0.005 0.973 0.997 0.985 g = running 0.011 0.920 0.695 0.792 h = walking ------------------------------------------------------- 0.032 0.810 0.796 0.797 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.731 0.727 0.729 a = climbing down 0.092 0.590 0.849 0.696 b = climbing up 0.001 0.973 0.995 0.984 c = jumping 0.003 0.979 0.879 0.927 d = lying 0.088 0.534 0.819 0.646 e = sitting 0.037 0.741 0.515 0.608 f = standing 0.003 0.984 0.995 0.989 g = running 0.022 0.792 0.510 0.620 h = walking ------------------------------------------------------- 0.036 0.785 0.758 0.757 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.272 0.189 0.919 0.314 a = climbing down 0.004 0.791 0.115 0.201 b = climbing up 0.017 0.573 0.982 0.724 c = jumping 0.000 0.997 0.913 0.953 d = lying 0.160 0.512 0.994 0.676 e = sitting 0.009 0.753 0.150 0.250 f = standing 0.005 0.969 0.889 0.927 g = running 0.034 0.071 0.012 0.021 h = walking ------------------------------------------------------- 0.050 0.638 0.548 0.497 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.028 0.728 0.638 0.680 a = climbing down 0.098 0.518 0.619 0.564 b = climbing up 0.001 0.968 0.994 0.981 c = jumping 0.024 0.874 0.893 0.883 d = lying 0.016 0.795 0.412 0.543 e = sitting 0.098 0.582 0.827 0.683 f = standing 0.000 0.999 0.927 0.962 g = running 0.070 0.578 0.554 0.566 h = walking ------------------------------------------------------- 0.047 0.733 0.713 0.711 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.685 0.819 0.746 a = climbing down 0.065 0.643 0.748 0.692 b = climbing up 0.000 1.000 0.708 0.829 c = jumping 0.020 0.896 0.968 0.931 d = lying 0.116 0.405 0.487 0.442 e = sitting 0.071 0.322 0.214 0.257 f = standing 0.015 0.917 0.977 0.946 g = running 0.036 0.708 0.491 0.580 h = walking ------------------------------------------------------- 0.052 0.667 0.676 0.665 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.149 0.502 0.944 0.655 a = climbing down 0.059 0.182 0.425 0.255 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.967 0.989 0.978 d = lying 0.019 0.923 0.934 0.928 e = sitting 0.015 0.920 0.881 0.900 f = standing 0.000 0.997 1.000 0.998 g = running 0.001 0.942 0.088 0.161 h = walking ------------------------------------------------------- 0.030 0.863 0.780 0.748 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.927 0.899 a = climbing down 0.068 0.673 0.872 0.759 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.010 0.947 0.977 0.962 d = lying 0.021 0.847 0.731 0.785 e = sitting 0.040 0.734 0.813 0.772 f = standing 0.000 0.999 0.979 0.989 g = running 0.010 0.927 0.679 0.784 h = walking ------------------------------------------------------- 0.022 0.869 0.857 0.857 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.051 0.622 0.542 0.579 a = climbing down 0.136 0.567 0.903 0.697 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.003 0.975 0.853 0.910 d = lying 0.116 0.467 0.875 0.609 e = sitting 0.042 0.529 0.367 0.434 f = standing 0.001 0.996 0.724 0.839 g = running 0.015 0.802 0.411 0.543 h = walking ------------------------------------------------------- 0.048 0.740 0.685 0.684 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.072 0.541 0.737 0.624 a = climbing down 0.087 0.509 0.653 0.572 b = climbing up 0.000 0.985 0.854 0.915 c = jumping 0.071 0.631 0.828 0.717 d = lying 0.068 0.617 0.772 0.686 e = sitting 0.073 0.477 0.426 0.450 f = standing 0.005 0.976 0.721 0.829 g = running 0.041 0.550 0.295 0.384 h = walking ------------------------------------------------------- 0.052 0.657 0.635 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.064 0.626 0.845 0.720 a = climbing down 0.055 0.641 0.699 0.669 b = climbing up 0.000 0.983 0.967 0.975 c = jumping 0.013 0.930 0.942 0.936 d = lying 0.040 0.788 0.894 0.838 e = sitting 0.026 0.833 0.712 0.768 f = standing 0.001 0.994 0.998 0.996 g = running 0.013 0.867 0.547 0.671 h = walking ------------------------------------------------------- 0.028 0.828 0.815 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.675 0.509 0.581 a = climbing down 0.052 0.711 0.693 0.702 b = climbing up 0.021 0.440 1.000 0.611 c = jumping 0.009 0.938 0.912 0.925 d = lying 0.057 0.550 0.478 0.511 e = sitting 0.087 0.562 0.661 0.607 f = standing 0.001 0.996 0.833 0.907 g = running 0.087 0.583 0.724 0.646 h = walking ------------------------------------------------------- 0.046 0.720 0.701 0.704 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.847 0.774 0.809 a = climbing down 0.040 0.830 0.677 0.746 b = climbing up 0.000 1.000 0.209 0.346 c = jumping 0.036 0.748 0.731 0.740 d = lying 0.039 0.731 0.705 0.718 e = sitting 0.101 0.530 0.720 0.611 f = standing 0.026 0.859 0.982 0.917 g = running 0.028 0.832 0.853 0.842 h = walking ------------------------------------------------------- 0.041 0.775 0.758 0.757 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.940 0.386 0.547 a = climbing down 0.174 0.441 0.947 0.602 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.008 0.954 0.991 0.972 d = lying 0.054 0.701 0.760 0.729 e = sitting 0.056 0.666 0.680 0.673 f = standing 0.001 0.994 0.881 0.934 g = running 0.008 0.877 0.366 0.517 h = walking ------------------------------------------------------- 0.040 0.808 0.736 0.733 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.855 0.862 0.859 a = climbing down 0.121 0.427 0.869 0.573 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.001 0.994 0.721 0.835 d = lying 0.042 0.571 0.272 0.369 e = sitting 0.178 0.450 0.884 0.596 f = standing 0.006 0.970 0.978 0.974 g = running 0.001 0.981 0.372 0.540 h = walking ------------------------------------------------------- 0.046 0.774 0.684 0.677 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.947 0.602 0.736 a = climbing down 0.054 0.564 0.448 0.499 b = climbing up 0.000 1.000 0.856 0.923 c = jumping 0.004 0.976 0.897 0.935 d = lying 0.100 0.542 0.815 0.651 e = sitting 0.037 0.684 0.446 0.540 f = standing 0.004 0.979 0.995 0.987 g = running 0.106 0.578 0.863 0.693 h = walking ------------------------------------------------------- 0.042 0.762 0.734 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.053 0.648 0.839 0.731 a = climbing down 0.073 0.581 0.650 0.614 b = climbing up 0.001 0.945 0.976 0.960 c = jumping 0.000 0.997 0.982 0.990 d = lying 0.105 0.555 0.840 0.669 e = sitting 0.025 0.674 0.335 0.448 f = standing 0.001 0.992 0.993 0.993 g = running 0.010 0.928 0.660 0.772 h = walking ------------------------------------------------------- 0.035 0.788 0.766 0.760 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.753 0.663 0.705 a = climbing down 0.133 0.533 0.778 0.633 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.984 0.965 0.974 d = lying 0.103 0.500 0.808 0.618 e = sitting 0.017 0.565 0.143 0.228 f = standing 0.021 0.898 0.999 0.946 g = running 0.039 0.664 0.447 0.535 h = walking ------------------------------------------------------- 0.048 0.717 0.707 0.684 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.257 0.197 0.940 0.326 a = climbing down 0.010 0.887 0.448 0.596 b = climbing up 0.000 0.985 0.993 0.989 c = jumping 0.000 0.999 0.832 0.908 d = lying 0.051 0.749 0.838 0.791 e = sitting 0.056 0.659 0.696 0.677 f = standing 0.009 0.952 0.997 0.974 g = running 0.000 0.833 0.012 0.023 h = walking ------------------------------------------------------- 0.034 0.812 0.651 0.636 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.050 0.651 0.799 0.717 a = climbing down 0.080 0.482 0.491 0.487 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.008 0.950 0.932 0.941 d = lying 0.107 0.586 0.885 0.705 e = sitting 0.023 0.724 0.377 0.496 f = standing 0.004 0.980 0.957 0.968 g = running 0.041 0.713 0.590 0.646 h = walking ------------------------------------------------------- 0.043 0.743 0.729 0.722 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.798 0.642 0.711 a = climbing down 0.108 0.559 0.894 0.688 b = climbing up 0.000 0.978 0.894 0.934 c = jumping 0.008 0.958 0.996 0.976 d = lying 0.050 0.626 0.463 0.533 e = sitting 0.088 0.529 0.649 0.583 f = standing 0.007 0.957 0.871 0.912 g = running 0.027 0.791 0.586 0.673 h = walking ------------------------------------------------------- 0.043 0.754 0.732 0.731 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.128 0.520 0.874 0.652 a = climbing down 0.101 0.122 0.457 0.192 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.939 0.913 0.926 d = lying 0.010 0.958 0.987 0.972 e = sitting 0.014 0.929 0.916 0.923 f = standing 0.001 0.992 1.000 0.996 g = running 0.001 0.600 0.005 0.011 h = walking ------------------------------------------------------- 0.027 0.806 0.760 0.722 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.944 0.811 a = climbing down 0.039 0.718 0.625 0.668 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.053 0.757 0.950 0.842 d = lying 0.023 0.840 0.783 0.810 e = sitting 0.038 0.687 0.608 0.645 f = standing 0.003 0.985 0.896 0.938 g = running 0.026 0.851 0.777 0.812 h = walking ------------------------------------------------------- 0.030 0.810 0.804 0.802 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.065 0.493 0.425 0.457 a = climbing down 0.129 0.576 0.922 0.709 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.008 0.942 0.857 0.897 d = lying 0.089 0.544 0.947 0.691 e = sitting 0.022 0.840 0.711 0.770 f = standing 0.003 0.987 0.758 0.858 g = running 0.004 0.926 0.380 0.539 h = walking ------------------------------------------------------- 0.043 0.779 0.723 0.720 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.013 0.848 0.635 0.727 a = climbing down 0.138 0.478 0.955 0.637 b = climbing up 0.000 0.990 0.642 0.779 c = jumping 0.022 0.814 0.647 0.721 d = lying 0.041 0.755 0.925 0.832 e = sitting 0.062 0.636 0.730 0.680 f = standing 0.007 0.971 0.780 0.865 g = running 0.006 0.936 0.558 0.699 h = walking ------------------------------------------------------- 0.036 0.806 0.745 0.752 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.052 0.685 0.832 0.751 a = climbing down 0.096 0.473 0.599 0.528 b = climbing up 0.001 0.966 0.943 0.954 c = jumping 0.022 0.876 0.908 0.892 d = lying 0.021 0.849 0.705 0.770 e = sitting 0.062 0.686 0.761 0.722 f = standing 0.001 0.993 0.996 0.995 g = running 0.029 0.677 0.391 0.496 h = walking ------------------------------------------------------- 0.038 0.764 0.755 0.751 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.056 0.585 0.613 0.598 a = climbing down 0.040 0.767 0.804 0.785 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.024 0.835 0.878 0.856 d = lying 0.037 0.694 0.585 0.635 e = sitting 0.075 0.672 0.757 0.712 f = standing 0.002 0.989 0.937 0.962 g = running 0.036 0.765 0.706 0.735 h = walking ------------------------------------------------------- 0.038 0.771 0.768 0.768 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.791 0.771 0.781 a = climbing down 0.044 0.783 0.540 0.639 b = climbing up 0.000 1.000 0.701 0.824 c = jumping 0.045 0.683 0.714 0.698 d = lying 0.045 0.724 0.763 0.743 e = sitting 0.108 0.513 0.706 0.594 f = standing 0.008 0.951 0.964 0.958 g = running 0.042 0.765 0.829 0.796 h = walking ------------------------------------------------------- 0.045 0.752 0.736 0.736 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.882 0.843 0.862 a = climbing down 0.044 0.718 0.860 0.782 b = climbing up 0.000 0.994 0.983 0.989 c = jumping 0.008 0.952 0.977 0.964 d = lying 0.030 0.833 0.877 0.854 e = sitting 0.023 0.859 0.825 0.842 f = standing 0.000 0.998 0.952 0.974 g = running 0.018 0.880 0.785 0.830 h = walking ------------------------------------------------------- 0.018 0.886 0.881 0.882 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.076 0.458 0.737 0.565 a = climbing down 0.053 0.425 0.301 0.352 b = climbing up 0.000 0.987 0.858 0.918 c = jumping 0.128 0.319 0.331 0.325 d = lying 0.032 0.636 0.280 0.389 e = sitting 0.160 0.384 0.621 0.475 f = standing 0.036 0.844 0.992 0.912 g = running 0.028 0.810 0.613 0.698 h = walking ------------------------------------------------------- 0.069 0.585 0.558 0.549 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.888 0.663 0.759 a = climbing down 0.062 0.684 0.795 0.735 b = climbing up 0.000 0.993 0.838 0.908 c = jumping 0.002 0.987 0.689 0.812 d = lying 0.053 0.658 0.706 0.681 e = sitting 0.091 0.582 0.718 0.643 f = standing 0.004 0.977 0.994 0.986 g = running 0.042 0.758 0.797 0.777 h = walking ------------------------------------------------------- 0.037 0.796 0.773 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.945 0.888 0.916 a = climbing down 0.025 0.840 0.880 0.859 b = climbing up 0.000 0.994 0.923 0.957 c = jumping 0.009 0.950 0.987 0.968 d = lying 0.062 0.644 0.742 0.689 e = sitting 0.040 0.704 0.572 0.631 f = standing 0.006 0.967 0.999 0.983 g = running 0.018 0.899 0.889 0.894 h = walking ------------------------------------------------------- 0.023 0.855 0.855 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.855 0.692 0.765 a = climbing down 0.076 0.642 0.849 0.731 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.993 0.915 0.952 d = lying 0.132 0.462 0.911 0.613 e = sitting 0.020 0.708 0.252 0.372 f = standing 0.004 0.980 0.998 0.989 g = running 0.032 0.780 0.682 0.728 h = walking ------------------------------------------------------- 0.035 0.792 0.756 0.745 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.274 0.189 0.952 0.315 a = climbing down 0.004 0.929 0.305 0.459 b = climbing up 0.000 0.982 0.982 0.982 c = jumping 0.001 0.995 0.963 0.979 d = lying 0.125 0.573 0.959 0.718 e = sitting 0.012 0.814 0.297 0.436 f = standing 0.010 0.946 0.991 0.968 g = running 0.001 0.778 0.016 0.032 h = walking ------------------------------------------------------- 0.040 0.801 0.613 0.581 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.679 0.721 0.699 a = climbing down 0.058 0.584 0.547 0.565 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.884 0.959 0.920 d = lying 0.028 0.804 0.769 0.786 e = sitting 0.036 0.780 0.747 0.763 f = standing 0.000 0.998 0.978 0.988 g = running 0.039 0.788 0.805 0.796 h = walking ------------------------------------------------------- 0.030 0.804 0.806 0.804 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.816 0.801 0.808 a = climbing down 0.137 0.535 0.961 0.687 b = climbing up 0.000 0.986 0.925 0.954 c = jumping 0.029 0.855 0.908 0.881 d = lying 0.069 0.345 0.289 0.314 e = sitting 0.083 0.457 0.457 0.457 f = standing 0.004 0.979 0.995 0.987 g = running 0.007 0.889 0.310 0.460 h = walking ------------------------------------------------------- 0.048 0.722 0.692 0.676 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.195 0.429 0.942 0.589 a = climbing down 0.006 0.470 0.167 0.246 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.117 0.661 0.985 0.791 d = lying 0.001 0.994 0.986 0.990 e = sitting 0.004 0.956 0.425 0.588 f = standing 0.002 0.980 1.000 0.990 g = running 0.006 0.847 0.155 0.262 h = walking ------------------------------------------------------- 0.051 0.807 0.719 0.683 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.821 0.897 0.857 a = climbing down 0.118 0.530 0.884 0.663 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.051 0.717 0.760 0.738 d = lying 0.023 0.871 0.976 0.920 e = sitting 0.042 0.727 0.683 0.704 f = standing 0.001 0.996 0.890 0.940 g = running 0.013 0.828 0.330 0.472 h = walking ------------------------------------------------------- 0.036 0.796 0.767 0.758 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.077 0.470 0.449 0.459 a = climbing down 0.083 0.657 0.819 0.729 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.018 0.870 0.719 0.787 d = lying 0.064 0.640 0.988 0.777 e = sitting 0.040 0.723 0.720 0.721 f = standing 0.001 0.993 0.764 0.864 g = running 0.031 0.745 0.625 0.680 h = walking ------------------------------------------------------- 0.042 0.751 0.729 0.730 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.117 0.476 0.864 0.614 a = climbing down 0.035 0.747 0.745 0.746 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.018 0.865 0.739 0.797 d = lying 0.064 0.650 0.916 0.761 e = sitting 0.049 0.683 0.739 0.710 f = standing 0.003 0.987 0.814 0.892 g = running 0.036 0.516 0.221 0.309 h = walking ------------------------------------------------------- 0.039 0.739 0.717 0.708 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.677 0.783 0.726 a = climbing down 0.128 0.432 0.666 0.524 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.091 0.627 0.797 0.702 d = lying 0.023 0.860 0.961 0.908 e = sitting 0.031 0.691 0.406 0.512 f = standing 0.001 0.995 1.000 0.998 g = running 0.027 0.576 0.220 0.319 h = walking ------------------------------------------------------- 0.049 0.702 0.694 0.676 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.180 0.354 0.795 0.490 a = climbing down 0.019 0.721 0.289 0.412 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.042 0.704 0.553 0.619 d = lying 0.032 0.758 0.717 0.737 e = sitting 0.108 0.520 0.693 0.594 f = standing 0.000 0.998 0.927 0.961 g = running 0.030 0.730 0.482 0.580 h = walking ------------------------------------------------------- 0.053 0.705 0.641 0.644 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.798 0.815 0.807 a = climbing down 0.024 0.856 0.498 0.630 b = climbing up 0.000 1.000 0.101 0.184 c = jumping 0.069 0.516 0.518 0.517 d = lying 0.028 0.838 0.979 0.903 e = sitting 0.128 0.436 0.636 0.517 f = standing 0.024 0.862 0.961 0.909 g = running 0.021 0.877 0.930 0.903 h = walking ------------------------------------------------------- 0.043 0.756 0.727 0.720 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.031 0.757 0.741 0.749 a = climbing down 0.154 0.440 0.868 0.584 b = climbing up 0.000 1.000 0.772 0.871 c = jumping 0.038 0.814 0.914 0.861 d = lying 0.012 0.921 0.945 0.933 e = sitting 0.034 0.732 0.714 0.723 f = standing 0.006 0.971 0.893 0.930 g = running 0.010 0.743 0.163 0.268 h = walking ------------------------------------------------------- 0.037 0.789 0.751 0.733 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.535 0.709 0.610 a = climbing down 0.012 0.745 0.270 0.397 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.014 0.858 0.463 0.601 d = lying 0.018 0.901 0.833 0.866 e = sitting 0.116 0.557 0.897 0.687 f = standing 0.006 0.971 0.995 0.983 g = running 0.063 0.742 0.949 0.833 h = walking ------------------------------------------------------- 0.038 0.787 0.755 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.949 0.576 0.716 a = climbing down 0.047 0.768 0.858 0.810 b = climbing up 0.000 0.994 0.956 0.975 c = jumping 0.016 0.696 0.211 0.324 d = lying 0.030 0.821 0.924 0.869 e = sitting 0.127 0.451 0.769 0.568 f = standing 0.001 0.993 0.979 0.986 g = running 0.055 0.745 0.914 0.821 h = walking ------------------------------------------------------- 0.037 0.786 0.758 0.741 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.101 0.528 0.874 0.658 a = climbing down 0.134 0.431 0.675 0.526 b = climbing up 0.000 0.992 0.720 0.834 c = jumping 0.019 0.876 0.747 0.807 d = lying 0.089 0.590 0.859 0.700 e = sitting 0.062 0.509 0.380 0.435 f = standing 0.009 0.953 0.996 0.974 g = running 0.003 0.286 0.007 0.013 h = walking ------------------------------------------------------- 0.054 0.611 0.637 0.589 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.035 0.722 0.742 0.732 a = climbing down 0.108 0.580 0.946 0.719 b = climbing up 0.003 0.899 0.973 0.935 c = jumping 0.001 0.993 0.665 0.796 d = lying 0.047 0.684 0.829 0.750 e = sitting 0.077 0.639 0.745 0.688 f = standing 0.004 0.978 0.981 0.979 g = running 0.007 0.891 0.353 0.506 h = walking ------------------------------------------------------- 0.038 0.799 0.755 0.748 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.150 0.243 0.695 0.360 a = climbing down 0.003 0.908 0.207 0.337 b = climbing up 0.000 0.994 0.964 0.979 c = jumping 0.021 0.886 0.824 0.854 d = lying 0.040 0.807 0.989 0.889 e = sitting 0.018 0.883 0.750 0.811 f = standing 0.045 0.799 1.000 0.888 g = running 0.016 0.888 0.596 0.713 h = walking ------------------------------------------------------- 0.031 0.825 0.739 0.738 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.811 0.656 0.725 a = climbing down 0.171 0.459 0.901 0.608 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.016 0.904 0.823 0.861 d = lying 0.011 0.895 0.626 0.737 e = sitting 0.080 0.644 0.887 0.746 f = standing 0.000 1.000 0.928 0.963 g = running 0.021 0.648 0.214 0.321 h = walking ------------------------------------------------------- 0.044 0.773 0.727 0.716 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.871 0.830 0.850 a = climbing down 0.061 0.699 0.891 0.783 b = climbing up 0.000 0.991 0.825 0.900 c = jumping 0.019 0.843 0.567 0.678 d = lying 0.107 0.381 0.405 0.393 e = sitting 0.152 0.159 0.194 0.175 f = standing 0.008 0.959 0.997 0.978 g = running 0.019 0.876 0.748 0.807 h = walking ------------------------------------------------------- 0.052 0.699 0.669 0.677 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.181 0.448 0.944 0.608 a = climbing down 0.038 0.175 0.269 0.212 b = climbing up 0.000 0.987 0.993 0.990 c = jumping 0.008 0.967 0.991 0.979 d = lying 0.002 0.992 0.993 0.992 e = sitting 0.002 0.987 0.951 0.968 f = standing 0.000 0.997 0.997 0.997 g = running 0.002 0.823 0.046 0.088 h = walking ------------------------------------------------------- 0.028 0.860 0.794 0.755 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.868 0.853 0.860 a = climbing down 0.136 0.484 0.846 0.616 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.079 0.679 0.986 0.804 d = lying 0.038 0.795 0.934 0.859 e = sitting 0.017 0.812 0.460 0.587 f = standing 0.000 1.000 0.829 0.906 g = running 0.015 0.805 0.322 0.460 h = walking ------------------------------------------------------- 0.040 0.788 0.742 0.729 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.050 0.638 0.575 0.604 a = climbing down 0.098 0.624 0.822 0.710 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.965 0.738 0.837 d = lying 0.052 0.679 0.951 0.792 e = sitting 0.046 0.685 0.781 0.730 f = standing 0.001 0.997 0.819 0.899 g = running 0.014 0.879 0.691 0.774 h = walking ------------------------------------------------------- 0.036 0.800 0.771 0.775 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.098 0.518 0.883 0.653 a = climbing down 0.044 0.659 0.604 0.630 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.070 0.648 0.844 0.733 d = lying 0.054 0.675 0.857 0.755 e = sitting 0.048 0.574 0.452 0.506 f = standing 0.003 0.988 0.806 0.888 g = running 0.055 0.444 0.252 0.321 h = walking ------------------------------------------------------- 0.046 0.683 0.674 0.664 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.047 0.701 0.857 0.771 a = climbing down 0.082 0.537 0.680 0.600 b = climbing up 0.001 0.923 0.984 0.952 c = jumping 0.012 0.932 0.906 0.919 d = lying 0.028 0.852 0.960 0.902 e = sitting 0.018 0.885 0.797 0.839 f = standing 0.001 0.996 0.992 0.994 g = running 0.018 0.796 0.461 0.584 h = walking ------------------------------------------------------- 0.027 0.831 0.819 0.816 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.033 0.704 0.619 0.659 a = climbing down 0.033 0.760 0.635 0.692 b = climbing up 0.000 0.970 1.000 0.985 c = jumping 0.005 0.968 0.887 0.926 d = lying 0.039 0.730 0.753 0.741 e = sitting 0.052 0.706 0.765 0.734 f = standing 0.001 0.996 0.956 0.976 g = running 0.082 0.625 0.798 0.701 h = walking ------------------------------------------------------- 0.033 0.798 0.788 0.790 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.896 0.886 a = climbing down 0.024 0.866 0.545 0.669 b = climbing up 0.000 1.000 0.573 0.729 c = jumping 0.050 0.599 0.528 0.561 d = lying 0.026 0.849 0.986 0.913 e = sitting 0.137 0.437 0.685 0.534 f = standing 0.011 0.932 0.974 0.952 g = running 0.016 0.905 0.902 0.903 h = walking ------------------------------------------------------- 0.038 0.791 0.761 0.762 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.758 0.776 a = climbing down 0.050 0.683 0.762 0.720 b = climbing up 0.000 1.000 0.784 0.879 c = jumping 0.004 0.979 0.971 0.975 d = lying 0.041 0.778 0.816 0.796 e = sitting 0.047 0.724 0.941 0.818 f = standing 0.006 0.968 0.736 0.836 g = running 0.036 0.789 0.789 0.789 h = walking ------------------------------------------------------- 0.027 0.833 0.820 0.821 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.743 0.872 0.802 a = climbing down 0.045 0.590 0.621 0.605 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.010 0.940 0.807 0.869 d = lying 0.024 0.672 0.233 0.346 e = sitting 0.167 0.454 0.848 0.592 f = standing 0.004 0.981 0.982 0.981 g = running 0.020 0.895 0.870 0.882 h = walking ------------------------------------------------------- 0.039 0.777 0.744 0.733 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.929 0.605 0.733 a = climbing down 0.091 0.608 0.852 0.709 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.005 0.967 0.900 0.933 d = lying 0.042 0.764 0.888 0.822 e = sitting 0.023 0.816 0.740 0.776 f = standing 0.003 0.983 0.993 0.988 g = running 0.036 0.780 0.707 0.742 h = walking ------------------------------------------------------- 0.029 0.841 0.822 0.823 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.034 0.744 0.843 0.790 a = climbing down 0.034 0.772 0.727 0.748 b = climbing up 0.000 0.974 0.919 0.946 c = jumping 0.002 0.992 0.989 0.990 d = lying 0.070 0.681 0.951 0.794 e = sitting 0.008 0.913 0.541 0.679 f = standing 0.003 0.986 0.997 0.991 g = running 0.021 0.884 0.859 0.871 h = walking ------------------------------------------------------- 0.023 0.865 0.852 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.846 0.644 0.731 a = climbing down 0.121 0.568 0.895 0.695 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.980 0.978 0.979 d = lying 0.086 0.588 0.949 0.726 e = sitting 0.006 0.911 0.385 0.541 f = standing 0.002 0.990 0.999 0.994 g = running 0.026 0.758 0.476 0.585 h = walking ------------------------------------------------------- 0.035 0.818 0.776 0.767 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.212 0.193 0.746 0.307 a = climbing down 0.005 0.901 0.318 0.470 b = climbing up 0.001 0.957 0.993 0.975 c = jumping 0.000 0.997 0.719 0.835 d = lying 0.012 0.936 0.966 0.951 e = sitting 0.050 0.753 0.969 0.848 f = standing 0.034 0.842 0.997 0.913 g = running 0.001 0.984 0.289 0.447 h = walking ------------------------------------------------------- 0.028 0.863 0.712 0.719 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.725 0.792 a = climbing down 0.120 0.529 0.878 0.660 b = climbing up 0.001 0.975 1.000 0.987 c = jumping 0.016 0.911 0.947 0.929 d = lying 0.026 0.825 0.724 0.772 e = sitting 0.042 0.759 0.831 0.794 f = standing 0.000 0.999 0.986 0.993 g = running 0.016 0.827 0.442 0.576 h = walking ------------------------------------------------------- 0.032 0.826 0.798 0.796 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.759 0.842 a = climbing down 0.084 0.635 0.946 0.760 b = climbing up 0.001 0.973 0.966 0.969 c = jumping 0.017 0.906 0.899 0.902 d = lying 0.057 0.528 0.350 0.421 e = sitting 0.116 0.412 0.566 0.477 f = standing 0.003 0.983 0.980 0.981 g = running 0.012 0.910 0.697 0.790 h = walking ------------------------------------------------------- 0.040 0.767 0.745 0.744 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.112 0.567 0.946 0.709 a = climbing down 0.009 0.619 0.462 0.529 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.023 0.908 0.985 0.945 d = lying 0.001 0.994 0.986 0.990 e = sitting 0.004 0.977 0.883 0.928 f = standing 0.002 0.986 0.998 0.992 g = running 0.005 0.954 0.503 0.658 h = walking ------------------------------------------------------- 0.022 0.899 0.865 0.863 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.852 0.931 0.890 a = climbing down 0.040 0.742 0.750 0.746 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.921 0.969 0.944 d = lying 0.039 0.790 0.956 0.865 e = sitting 0.011 0.924 0.843 0.882 f = standing 0.000 0.999 0.860 0.924 g = running 0.029 0.834 0.784 0.808 h = walking ------------------------------------------------------- 0.020 0.875 0.870 0.870 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.061 0.553 0.504 0.527 a = climbing down 0.090 0.666 0.923 0.774 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.019 0.868 0.749 0.804 d = lying 0.074 0.603 0.977 0.746 e = sitting 0.039 0.736 0.767 0.751 f = standing 0.000 0.998 0.679 0.808 g = running 0.007 0.928 0.652 0.766 h = walking ------------------------------------------------------- 0.039 0.785 0.748 0.749 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.092 0.523 0.822 0.639 a = climbing down 0.068 0.655 0.934 0.770 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.008 0.944 0.858 0.899 d = lying 0.047 0.712 0.892 0.792 e = sitting 0.033 0.779 0.816 0.797 f = standing 0.002 0.993 0.879 0.933 g = running 0.009 0.796 0.205 0.326 h = walking ------------------------------------------------------- 0.031 0.806 0.772 0.754 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.739 0.667 0.701 a = climbing down 0.156 0.380 0.667 0.484 b = climbing up 0.001 0.968 1.000 0.984 c = jumping 0.040 0.789 0.831 0.810 d = lying 0.021 0.882 0.931 0.906 e = sitting 0.028 0.807 0.677 0.736 f = standing 0.005 0.975 0.997 0.986 g = running 0.035 0.442 0.180 0.256 h = walking ------------------------------------------------------- 0.042 0.734 0.725 0.716 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.073 0.609 0.903 0.727 a = climbing down 0.010 0.899 0.524 0.662 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.031 0.811 0.800 0.806 d = lying 0.033 0.727 0.622 0.670 e = sitting 0.073 0.619 0.687 0.651 f = standing 0.012 0.943 0.965 0.954 g = running 0.017 0.904 0.931 0.917 h = walking ------------------------------------------------------- 0.033 0.801 0.784 0.782 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.005 0.909 0.440 0.593 a = climbing down 0.187 0.417 0.469 0.441 b = climbing up 0.000 1.000 0.029 0.056 c = jumping 0.100 0.479 0.693 0.566 d = lying 0.019 0.873 0.878 0.876 e = sitting 0.098 0.430 0.472 0.450 f = standing 0.073 0.676 0.961 0.794 g = running 0.032 0.551 0.234 0.328 h = walking ------------------------------------------------------- 0.084 0.598 0.570 0.552 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.019 0.851 0.863 0.857 a = climbing down 0.071 0.612 0.823 0.702 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.017 0.905 0.937 0.921 d = lying 0.019 0.898 0.956 0.926 e = sitting 0.017 0.856 0.798 0.826 f = standing 0.003 0.985 0.943 0.964 g = running 0.017 0.866 0.631 0.730 h = walking ------------------------------------------------------- 0.021 0.868 0.857 0.858 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.052 0.575 0.806 0.671 a = climbing down 0.009 0.782 0.256 0.386 b = climbing up 0.000 1.000 0.580 0.734 c = jumping 0.012 0.919 0.750 0.826 d = lying 0.030 0.813 0.632 0.711 e = sitting 0.096 0.598 0.898 0.718 f = standing 0.031 0.859 0.986 0.918 g = running 0.054 0.756 0.886 0.816 h = walking ------------------------------------------------------- 0.039 0.780 0.755 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.895 0.597 0.716 a = climbing down 0.074 0.697 0.945 0.802 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.005 0.935 0.450 0.607 d = lying 0.034 0.810 0.954 0.876 e = sitting 0.088 0.545 0.781 0.642 f = standing 0.001 0.992 0.967 0.979 g = running 0.029 0.822 0.780 0.801 h = walking ------------------------------------------------------- 0.033 0.825 0.791 0.786 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.957 0.873 0.913 a = climbing down 0.031 0.818 0.907 0.860 b = climbing up 0.000 0.986 0.815 0.893 c = jumping 0.010 0.945 0.948 0.947 d = lying 0.046 0.747 0.905 0.819 e = sitting 0.022 0.835 0.671 0.744 f = standing 0.006 0.969 0.998 0.983 g = running 0.018 0.897 0.867 0.882 h = walking ------------------------------------------------------- 0.019 0.885 0.881 0.880 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.018 0.797 0.602 0.686 a = climbing down 0.130 0.518 0.867 0.649 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.007 0.959 0.802 0.874 d = lying 0.093 0.545 0.894 0.677 e = sitting 0.036 0.619 0.318 0.420 f = standing 0.000 0.999 0.993 0.996 g = running 0.025 0.803 0.609 0.693 h = walking ------------------------------------------------------- 0.040 0.767 0.732 0.727 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.185 0.237 0.842 0.369 a = climbing down 0.090 0.392 0.389 0.390 b = climbing up 0.001 0.959 0.994 0.976 c = jumping 0.013 0.930 0.902 0.916 d = lying 0.026 0.864 0.931 0.896 e = sitting 0.020 0.881 0.843 0.862 f = standing 0.007 0.959 0.982 0.971 g = running 0.004 0.243 0.007 0.013 h = walking ------------------------------------------------------- 0.034 0.685 0.687 0.656 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.879 0.728 0.796 a = climbing down 0.049 0.708 0.794 0.748 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.954 0.925 0.940 d = lying 0.018 0.880 0.905 0.892 e = sitting 0.024 0.854 0.863 0.858 f = standing 0.001 0.996 1.000 0.998 g = running 0.036 0.799 0.808 0.804 h = walking ------------------------------------------------------- 0.020 0.874 0.871 0.872 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.925 0.800 0.858 a = climbing down 0.091 0.627 0.936 0.751 b = climbing up 0.000 1.000 0.825 0.904 c = jumping 0.026 0.509 0.141 0.221 d = lying 0.077 0.371 0.364 0.367 e = sitting 0.217 0.245 0.435 0.313 f = standing 0.005 0.972 0.998 0.985 g = running 0.015 0.888 0.630 0.737 h = walking ------------------------------------------------------- 0.060 0.664 0.620 0.613 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.083 0.629 0.907 0.743 a = climbing down 0.007 0.549 0.269 0.361 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.998 0.987 0.992 d = lying 0.019 0.924 0.991 0.956 e = sitting 0.002 0.991 0.914 0.951 f = standing 0.002 0.984 1.000 0.992 g = running 0.015 0.902 0.670 0.769 h = walking ------------------------------------------------------- 0.018 0.902 0.890 0.888 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.902 0.913 0.907 a = climbing down 0.035 0.791 0.848 0.818 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.068 0.710 0.981 0.824 d = lying 0.012 0.919 0.899 0.909 e = sitting 0.014 0.873 0.575 0.693 f = standing 0.002 0.988 0.940 0.963 g = running 0.024 0.864 0.821 0.842 h = walking ------------------------------------------------------- 0.023 0.868 0.857 0.855 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.207 0.329 0.663 0.440 a = climbing down 0.044 0.728 0.596 0.655 b = climbing up 0.001 0.919 1.000 0.958 c = jumping 0.006 0.953 0.753 0.841 d = lying 0.027 0.748 0.701 0.724 e = sitting 0.092 0.544 0.853 0.665 f = standing 0.001 0.996 0.809 0.893 g = running 0.021 0.405 0.100 0.160 h = walking ------------------------------------------------------- 0.052 0.704 0.652 0.650 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.743 0.770 0.756 a = climbing down 0.030 0.732 0.584 0.649 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.049 0.669 0.669 0.669 d = lying 0.066 0.668 0.947 0.783 e = sitting 0.054 0.659 0.668 0.664 f = standing 0.002 0.991 0.734 0.843 g = running 0.067 0.669 0.793 0.726 h = walking ------------------------------------------------------- 0.039 0.761 0.740 0.742 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.070 0.606 0.793 0.687 a = climbing down 0.099 0.449 0.550 0.494 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.004 0.976 0.915 0.945 d = lying 0.018 0.887 0.959 0.921 e = sitting 0.017 0.899 0.891 0.895 f = standing 0.001 0.997 0.999 0.998 g = running 0.038 0.578 0.315 0.408 h = walking ------------------------------------------------------- 0.032 0.788 0.785 0.778 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.689 0.528 0.598 a = climbing down 0.054 0.706 0.760 0.732 b = climbing up 0.008 0.670 1.000 0.803 c = jumping 0.010 0.943 0.855 0.897 d = lying 0.021 0.820 0.706 0.759 e = sitting 0.064 0.681 0.851 0.756 f = standing 0.001 0.997 0.913 0.953 g = running 0.061 0.678 0.764 0.718 h = walking ------------------------------------------------------- 0.033 0.796 0.785 0.786 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.065 0.542 0.743 0.627 a = climbing down 0.074 0.626 0.443 0.519 b = climbing up 0.000 1.000 0.017 0.033 c = jumping 0.078 0.529 0.574 0.551 d = lying 0.053 0.716 0.911 0.802 e = sitting 0.117 0.349 0.410 0.377 f = standing 0.028 0.845 0.977 0.906 g = running 0.012 0.893 0.627 0.737 h = walking ------------------------------------------------------- 0.060 0.654 0.633 0.623 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.620 0.756 a = climbing down 0.049 0.709 0.880 0.785 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.005 0.973 0.979 0.976 d = lying 0.036 0.771 0.832 0.800 e = sitting 0.034 0.808 0.849 0.828 f = standing 0.001 0.996 0.904 0.948 g = running 0.044 0.757 0.811 0.783 h = walking ------------------------------------------------------- 0.023 0.865 0.852 0.853 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.688 0.901 0.780 a = climbing down 0.019 0.755 0.572 0.651 b = climbing up 0.000 1.000 0.809 0.894 c = jumping 0.012 0.927 0.736 0.820 d = lying 0.027 0.846 0.734 0.786 e = sitting 0.082 0.646 0.911 0.756 f = standing 0.005 0.973 0.998 0.985 g = running 0.020 0.894 0.874 0.884 h = walking ------------------------------------------------------- 0.027 0.842 0.825 0.825 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.020 0.816 0.663 0.731 a = climbing down 0.071 0.624 0.756 0.684 b = climbing up 0.001 0.950 0.706 0.810 c = jumping 0.025 0.853 0.802 0.826 d = lying 0.031 0.776 0.740 0.758 e = sitting 0.070 0.631 0.696 0.662 f = standing 0.008 0.960 0.979 0.969 g = running 0.057 0.652 0.632 0.641 h = walking ------------------------------------------------------- 0.039 0.765 0.757 0.758 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.040 0.681 0.734 0.707 a = climbing down 0.119 0.515 0.806 0.628 b = climbing up 0.000 0.980 0.805 0.884 c = jumping 0.001 0.997 0.990 0.993 d = lying 0.076 0.591 0.709 0.645 e = sitting 0.047 0.636 0.516 0.569 f = standing 0.004 0.981 0.997 0.989 g = running 0.005 0.945 0.443 0.603 h = walking ------------------------------------------------------- 0.038 0.784 0.747 0.745 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.039 0.653 0.606 0.629 a = climbing down 0.129 0.525 0.855 0.650 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.985 0.976 0.981 d = lying 0.026 0.719 0.508 0.596 e = sitting 0.063 0.661 0.789 0.719 f = standing 0.012 0.942 1.000 0.970 g = running 0.025 0.686 0.309 0.426 h = walking ------------------------------------------------------- 0.040 0.758 0.744 0.731 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.250 0.209 0.955 0.343 a = climbing down 0.003 0.869 0.119 0.209 b = climbing up 0.002 0.906 1.000 0.951 c = jumping 0.000 0.986 0.172 0.294 d = lying 0.139 0.555 0.995 0.713 e = sitting 0.154 0.159 0.181 0.169 f = standing 0.013 0.931 0.988 0.959 g = running 0.019 0.688 0.190 0.298 h = walking ------------------------------------------------------- 0.064 0.679 0.484 0.447 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.832 0.751 0.789 a = climbing down 0.039 0.728 0.676 0.701 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.021 0.879 0.882 0.880 d = lying 0.013 0.788 0.335 0.470 e = sitting 0.107 0.593 0.882 0.709 f = standing 0.000 0.998 0.973 0.985 g = running 0.053 0.742 0.866 0.799 h = walking ------------------------------------------------------- 0.036 0.799 0.783 0.774 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.021 0.776 0.513 0.617 a = climbing down 0.092 0.623 0.935 0.748 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.016 0.919 0.937 0.928 d = lying 0.044 0.485 0.332 0.394 e = sitting 0.086 0.563 0.684 0.618 f = standing 0.004 0.976 0.882 0.927 g = running 0.019 0.892 0.842 0.866 h = walking ------------------------------------------------------- 0.038 0.769 0.758 0.753 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.106 0.582 0.953 0.723 a = climbing down 0.010 0.471 0.306 0.371 b = climbing up 0.000 1.000 0.915 0.956 c = jumping 0.014 0.943 0.962 0.952 d = lying 0.011 0.951 0.926 0.939 e = sitting 0.006 0.968 0.892 0.928 f = standing 0.017 0.863 1.000 0.926 g = running 0.006 0.949 0.539 0.688 h = walking ------------------------------------------------------- 0.023 0.881 0.853 0.850 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.022 0.823 0.950 0.882 a = climbing down 0.025 0.830 0.791 0.810 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.078 0.643 0.839 0.728 d = lying 0.024 0.859 0.962 0.908 e = sitting 0.029 0.744 0.512 0.606 f = standing 0.001 0.993 0.887 0.937 g = running 0.017 0.905 0.869 0.887 h = walking ------------------------------------------------------- 0.027 0.838 0.830 0.828 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.097 0.466 0.571 0.513 a = climbing down 0.076 0.680 0.805 0.737 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.022 0.838 0.720 0.774 d = lying 0.089 0.557 0.992 0.713 e = sitting 0.030 0.764 0.660 0.708 f = standing 0.002 0.989 0.725 0.837 g = running 0.008 0.903 0.541 0.676 h = walking ------------------------------------------------------- 0.043 0.765 0.717 0.723 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.017 0.822 0.662 0.733 a = climbing down 0.049 0.710 0.876 0.785 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.043 0.738 0.803 0.769 d = lying 0.061 0.677 0.924 0.781 e = sitting 0.039 0.734 0.699 0.716 f = standing 0.008 0.963 0.754 0.846 g = running 0.024 0.854 0.818 0.835 h = walking ------------------------------------------------------- 0.031 0.807 0.789 0.791 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.066 0.601 0.693 0.644 a = climbing down 0.136 0.403 0.629 0.491 b = climbing up 0.000 0.667 0.667 0.667 c = jumping 0.015 0.922 0.885 0.903 d = lying 0.012 0.915 0.850 0.881 e = sitting 0.039 0.796 0.874 0.833 f = standing 0.003 0.985 0.999 0.992 g = running 0.034 0.414 0.145 0.215 h = walking ------------------------------------------------------- 0.040 0.735 0.737 0.723 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.117 0.437 0.719 0.544 a = climbing down 0.032 0.676 0.413 0.513 b = climbing up 0.000 0.984 0.977 0.980 c = jumping 0.032 0.801 0.767 0.784 d = lying 0.031 0.733 0.604 0.662 e = sitting 0.087 0.581 0.690 0.631 f = standing 0.005 0.974 0.952 0.963 g = running 0.019 0.876 0.792 0.832 h = walking ------------------------------------------------------- 0.043 0.745 0.719 0.722 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.800 0.798 0.799 a = climbing down 0.020 0.877 0.499 0.636 b = climbing up 0.000 1.000 0.270 0.425 c = jumping 0.042 0.628 0.532 0.576 d = lying 0.034 0.804 0.921 0.859 e = sitting 0.129 0.466 0.719 0.566 f = standing 0.020 0.885 0.966 0.924 g = running 0.037 0.808 0.937 0.868 h = walking ------------------------------------------------------- 0.041 0.769 0.739 0.733 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.036 0.695 0.652 0.673 a = climbing down 0.039 0.692 0.657 0.674 b = climbing up 0.004 0.849 0.994 0.916 c = jumping 0.047 0.785 0.984 0.873 d = lying 0.013 0.903 0.844 0.873 e = sitting 0.027 0.811 0.693 0.747 f = standing 0.001 0.996 0.934 0.964 g = running 0.065 0.644 0.698 0.670 h = walking ------------------------------------------------------- 0.031 0.802 0.798 0.797 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.506 0.906 0.650 a = climbing down 0.007 0.780 0.207 0.327 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.045 0.731 0.629 0.676 d = lying 0.040 0.708 0.496 0.583 e = sitting 0.112 0.544 0.833 0.658 f = standing 0.004 0.978 0.996 0.987 g = running 0.040 0.806 0.886 0.844 h = walking ------------------------------------------------------- 0.044 0.746 0.717 0.700 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.863 0.586 0.698 a = climbing down 0.091 0.628 0.899 0.739 b = climbing up 0.000 0.992 0.794 0.882 c = jumping 0.002 0.968 0.413 0.579 d = lying 0.033 0.790 0.872 0.829 e = sitting 0.117 0.535 0.802 0.642 f = standing 0.005 0.971 0.970 0.970 g = running 0.022 0.847 0.728 0.783 h = walking ------------------------------------------------------- 0.040 0.805 0.756 0.752 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.872 0.895 a = climbing down 0.030 0.817 0.897 0.855 b = climbing up 0.000 1.000 0.786 0.880 c = jumping 0.008 0.959 0.956 0.958 d = lying 0.061 0.649 0.756 0.698 e = sitting 0.041 0.715 0.604 0.655 f = standing 0.007 0.963 0.997 0.980 g = running 0.014 0.919 0.882 0.900 h = walking ------------------------------------------------------- 0.023 0.856 0.853 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.876 0.632 0.734 a = climbing down 0.103 0.593 0.954 0.732 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.991 0.845 0.912 d = lying 0.098 0.536 0.913 0.675 e = sitting 0.035 0.716 0.457 0.558 f = standing 0.001 0.994 0.998 0.996 g = running 0.011 0.905 0.600 0.722 h = walking ------------------------------------------------------- 0.033 0.819 0.775 0.774 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.175 0.245 0.826 0.378 a = climbing down 0.003 0.855 0.130 0.226 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.001 0.993 0.945 0.968 d = lying 0.162 0.508 0.994 0.673 e = sitting 0.006 0.790 0.127 0.218 f = standing 0.020 0.897 0.998 0.945 g = running 0.032 0.763 0.495 0.600 h = walking ------------------------------------------------------- 0.045 0.772 0.644 0.610 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.764 0.743 0.753 a = climbing down 0.130 0.476 0.793 0.595 b = climbing up 0.000 1.000 0.890 0.942 c = jumping 0.040 0.800 0.880 0.838 d = lying 0.011 0.859 0.459 0.599 e = sitting 0.090 0.611 0.777 0.684 f = standing 0.002 0.989 0.972 0.980 g = running 0.018 0.789 0.386 0.519 h = walking ------------------------------------------------------- 0.044 0.765 0.725 0.720 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.754 0.851 a = climbing down 0.039 0.784 0.901 0.838 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.009 0.943 0.848 0.893 d = lying 0.039 0.591 0.351 0.441 e = sitting 0.123 0.482 0.737 0.582 f = standing 0.002 0.990 0.992 0.991 g = running 0.024 0.874 0.920 0.896 h = walking ------------------------------------------------------- 0.033 0.812 0.794 0.793 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.069 0.686 0.973 0.804 a = climbing down 0.011 0.521 0.398 0.451 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.000 0.998 0.985 0.992 d = lying 0.015 0.939 0.987 0.962 e = sitting 0.005 0.975 0.921 0.947 f = standing 0.001 0.987 0.997 0.992 g = running 0.003 0.980 0.704 0.819 h = walking ------------------------------------------------------- 0.014 0.923 0.909 0.908 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.979 0.955 a = climbing down 0.032 0.802 0.854 0.827 b = climbing up 0.000 0.995 0.995 0.995 c = jumping 0.029 0.846 0.981 0.909 d = lying 0.024 0.801 0.642 0.713 e = sitting 0.045 0.746 0.744 0.745 f = standing 0.001 0.995 0.939 0.966 g = running 0.018 0.905 0.902 0.904 h = walking ------------------------------------------------------- 0.022 0.865 0.865 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.074 0.508 0.504 0.506 a = climbing down 0.195 0.437 0.774 0.559 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.006 0.955 0.748 0.839 d = lying 0.086 0.566 0.973 0.716 e = sitting 0.030 0.711 0.585 0.642 f = standing 0.004 0.984 0.858 0.916 g = running 0.005 0.204 0.009 0.016 h = walking ------------------------------------------------------- 0.056 0.655 0.657 0.628 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.725 0.821 0.770 a = climbing down 0.028 0.794 0.786 0.790 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.059 0.676 0.833 0.746 d = lying 0.054 0.706 0.910 0.795 e = sitting 0.037 0.701 0.556 0.620 f = standing 0.005 0.979 0.824 0.895 g = running 0.027 0.827 0.759 0.791 h = walking ------------------------------------------------------- 0.031 0.799 0.786 0.786 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.711 0.846 0.773 a = climbing down 0.095 0.438 0.530 0.480 b = climbing up 0.003 0.842 0.918 0.878 c = jumping 0.015 0.919 0.896 0.908 d = lying 0.041 0.743 0.715 0.729 e = sitting 0.064 0.659 0.697 0.678 f = standing 0.002 0.991 0.984 0.987 g = running 0.035 0.652 0.425 0.515 h = walking ------------------------------------------------------- 0.040 0.747 0.741 0.739 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.608 0.653 0.630 a = climbing down 0.112 0.532 0.770 0.629 b = climbing up 0.022 0.428 1.000 0.600 c = jumping 0.006 0.954 0.753 0.842 d = lying 0.072 0.535 0.582 0.557 e = sitting 0.090 0.526 0.610 0.565 f = standing 0.000 0.999 0.781 0.877 g = running 0.051 0.512 0.308 0.385 h = walking ------------------------------------------------------- 0.052 0.676 0.646 0.648 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.886 0.842 0.863 a = climbing down 0.033 0.820 0.532 0.646 b = climbing up 0.000 1.000 0.655 0.792 c = jumping 0.049 0.605 0.575 0.590 d = lying 0.030 0.814 0.872 0.842 e = sitting 0.127 0.455 0.680 0.546 f = standing 0.008 0.951 0.973 0.962 g = running 0.039 0.800 0.884 0.840 h = walking ------------------------------------------------------- 0.042 0.770 0.745 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.826 0.879 a = climbing down 0.034 0.781 0.906 0.839 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.977 0.989 0.983 d = lying 0.030 0.806 0.727 0.765 e = sitting 0.050 0.739 0.852 0.792 f = standing 0.000 0.999 0.945 0.971 g = running 0.020 0.873 0.842 0.858 h = walking ------------------------------------------------------- 0.020 0.881 0.875 0.876 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.690 0.931 0.792 a = climbing down 0.027 0.702 0.619 0.658 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.008 0.950 0.777 0.854 d = lying 0.024 0.753 0.347 0.475 e = sitting 0.156 0.486 0.915 0.635 f = standing 0.005 0.974 0.989 0.981 g = running 0.013 0.921 0.810 0.862 h = walking ------------------------------------------------------- 0.036 0.808 0.765 0.761 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.092 0.328 0.351 0.339 a = climbing down 0.142 0.472 0.830 0.602 b = climbing up 0.021 0.475 0.931 0.629 c = jumping 0.010 0.949 0.955 0.952 d = lying 0.067 0.592 0.680 0.633 e = sitting 0.047 0.677 0.549 0.606 f = standing 0.013 0.861 0.458 0.598 g = running 0.031 0.719 0.478 0.574 h = walking ------------------------------------------------------- 0.053 0.673 0.629 0.629 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.836 0.909 0.871 a = climbing down 0.032 0.801 0.817 0.809 b = climbing up 0.000 0.983 0.951 0.967 c = jumping 0.000 0.997 0.992 0.995 d = lying 0.082 0.637 0.915 0.751 e = sitting 0.015 0.831 0.473 0.603 f = standing 0.002 0.991 0.997 0.994 g = running 0.014 0.919 0.850 0.883 h = walking ------------------------------------------------------- 0.022 0.869 0.856 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.894 0.554 0.684 a = climbing down 0.128 0.556 0.948 0.701 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.988 0.958 0.973 d = lying 0.115 0.514 0.933 0.663 e = sitting 0.013 0.703 0.198 0.309 f = standing 0.002 0.987 0.998 0.993 g = running 0.021 0.813 0.513 0.629 h = walking ------------------------------------------------------- 0.038 0.796 0.749 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.200 0.225 0.870 0.358 a = climbing down 0.004 0.910 0.253 0.396 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 0.998 0.900 0.946 d = lying 0.094 0.651 0.969 0.779 e = sitting 0.021 0.754 0.418 0.538 f = standing 0.024 0.880 1.000 0.936 g = running 0.005 0.950 0.446 0.607 h = walking ------------------------------------------------------- 0.035 0.825 0.686 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.766 0.832 0.798 a = climbing down 0.017 0.842 0.626 0.718 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.960 0.842 0.897 d = lying 0.099 0.574 0.921 0.707 e = sitting 0.032 0.708 0.433 0.537 f = standing 0.002 0.992 0.998 0.995 g = running 0.034 0.834 0.966 0.895 h = walking ------------------------------------------------------- 0.029 0.824 0.808 0.802 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.118 0.461 0.733 0.566 a = climbing down 0.092 0.653 0.946 0.773 b = climbing up 0.001 0.929 0.980 0.954 c = jumping 0.016 0.918 0.986 0.951 d = lying 0.085 0.287 0.279 0.283 e = sitting 0.079 0.412 0.374 0.392 f = standing 0.001 0.988 0.565 0.719 g = running 0.021 0.792 0.429 0.557 h = walking ------------------------------------------------------- 0.054 0.678 0.640 0.633 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.260 0.333 0.939 0.491 a = climbing down 0.004 0.911 0.309 0.461 b = climbing up 0.000 1.000 0.909 0.952 c = jumping 0.075 0.652 0.889 0.752 d = lying 0.001 0.994 0.990 0.992 e = sitting 0.018 0.841 0.560 0.672 f = standing 0.005 0.974 0.997 0.985 g = running 0.006 0.448 0.025 0.048 h = walking ------------------------------------------------------- 0.047 0.748 0.678 0.642 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.098 0.527 0.831 0.645 a = climbing down 0.070 0.650 0.877 0.746 b = climbing up 0.002 0.920 0.983 0.951 c = jumping 0.008 0.955 0.978 0.966 d = lying 0.021 0.888 0.970 0.927 e = sitting 0.004 0.967 0.923 0.945 f = standing 0.005 0.975 0.891 0.931 g = running 0.015 0.711 0.205 0.319 h = walking ------------------------------------------------------- 0.028 0.822 0.805 0.785 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.478 0.261 0.338 a = climbing down 0.156 0.549 0.980 0.704 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.003 0.977 0.821 0.892 d = lying 0.068 0.623 0.980 0.762 e = sitting 0.026 0.820 0.820 0.820 f = standing 0.001 0.992 0.690 0.814 g = running 0.020 0.784 0.518 0.624 h = walking ------------------------------------------------------- 0.045 0.762 0.725 0.716 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.173 0.387 0.894 0.540 a = climbing down 0.019 0.850 0.764 0.804 b = climbing up 0.000 1.000 0.066 0.124 c = jumping 0.015 0.874 0.673 0.760 d = lying 0.071 0.628 0.922 0.747 e = sitting 0.055 0.654 0.725 0.688 f = standing 0.023 0.911 0.816 0.861 g = running 0.022 0.203 0.032 0.056 h = walking ------------------------------------------------------- 0.047 0.672 0.669 0.637 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.049 0.698 0.784 0.738 a = climbing down 0.088 0.533 0.699 0.605 b = climbing up 0.001 0.375 1.000 0.545 c = jumping 0.021 0.852 0.647 0.736 d = lying 0.021 0.867 0.941 0.903 e = sitting 0.055 0.704 0.769 0.735 f = standing 0.004 0.978 0.990 0.984 g = running 0.023 0.823 0.590 0.688 h = walking ------------------------------------------------------- 0.035 0.789 0.774 0.774 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.136 0.459 0.782 0.578 a = climbing down 0.029 0.775 0.608 0.681 b = climbing up 0.001 0.947 0.994 0.970 c = jumping 0.014 0.890 0.846 0.867 d = lying 0.017 0.868 0.768 0.815 e = sitting 0.052 0.736 0.845 0.787 f = standing 0.003 0.985 0.966 0.976 g = running 0.019 0.801 0.468 0.591 h = walking ------------------------------------------------------- 0.037 0.798 0.764 0.767 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.137 0.290 0.650 0.401 a = climbing down 0.029 0.863 0.586 0.698 b = climbing up 0.001 0.970 0.898 0.933 c = jumping 0.041 0.668 0.591 0.627 d = lying 0.026 0.855 0.979 0.913 e = sitting 0.107 0.537 0.785 0.638 f = standing 0.011 0.326 0.036 0.065 g = running 0.043 0.775 0.939 0.849 h = walking ------------------------------------------------------- 0.048 0.667 0.654 0.628 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.774 0.721 0.747 a = climbing down 0.045 0.724 0.854 0.784 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.018 0.906 0.964 0.934 d = lying 0.046 0.761 0.969 0.852 e = sitting 0.013 0.892 0.834 0.862 f = standing 0.003 0.984 0.789 0.876 g = running 0.028 0.826 0.761 0.792 h = walking ------------------------------------------------------- 0.024 0.853 0.842 0.842 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.507 0.789 0.617 a = climbing down 0.015 0.790 0.466 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.830 0.273 0.410 d = lying 0.018 0.900 0.836 0.867 e = sitting 0.146 0.491 0.890 0.633 f = standing 0.012 0.939 0.996 0.967 g = running 0.024 0.848 0.726 0.782 h = walking ------------------------------------------------------- 0.042 0.779 0.723 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.027 0.695 0.486 0.572 a = climbing down 0.018 0.758 0.325 0.455 b = climbing up 0.015 0.576 0.917 0.708 c = jumping 0.018 0.840 0.581 0.687 d = lying 0.031 0.826 0.890 0.857 e = sitting 0.064 0.596 0.722 0.653 f = standing 0.016 0.905 0.844 0.873 g = running 0.162 0.533 0.938 0.680 h = walking ------------------------------------------------------- 0.050 0.735 0.698 0.687 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.071 0.574 0.714 0.636 a = climbing down 0.036 0.775 0.798 0.786 b = climbing up 0.001 0.975 0.886 0.929 c = jumping 0.004 0.974 0.948 0.961 d = lying 0.076 0.636 0.897 0.745 e = sitting 0.022 0.795 0.512 0.623 f = standing 0.029 0.861 0.996 0.924 g = running 0.007 0.944 0.619 0.748 h = walking ------------------------------------------------------- 0.032 0.810 0.787 0.784 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.043 0.655 0.719 0.686 a = climbing down 0.082 0.547 0.682 0.607 b = climbing up 0.000 1.000 0.500 0.667 c = jumping 0.010 0.942 0.925 0.933 d = lying 0.095 0.665 0.959 0.786 e = sitting 0.018 0.791 0.398 0.530 f = standing 0.014 0.925 0.995 0.959 g = running 0.040 0.691 0.508 0.585 h = walking ------------------------------------------------------- 0.042 0.757 0.741 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.106 0.312 0.681 0.428 a = climbing down 0.003 0.958 0.456 0.618 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.010 0.946 0.904 0.924 d = lying 0.033 0.835 0.994 0.908 e = sitting 0.007 0.952 0.814 0.877 f = standing 0.163 0.533 0.997 0.695 g = running 0.004 0.882 0.128 0.224 h = walking ------------------------------------------------------- 0.041 0.816 0.715 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.057 0.549 0.496 0.521 a = climbing down 0.164 0.434 0.809 0.565 b = climbing up 0.001 0.970 0.982 0.976 c = jumping 0.021 0.888 0.944 0.915 d = lying 0.011 0.838 0.407 0.548 e = sitting 0.087 0.614 0.878 0.723 f = standing 0.002 0.988 0.933 0.960 g = running 0.041 0.396 0.146 0.213 h = walking ------------------------------------------------------- 0.052 0.682 0.668 0.646 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.153 0.458 0.954 0.619 a = climbing down 0.012 0.902 0.640 0.749 b = climbing up 0.000 0.992 0.964 0.978 c = jumping 0.006 0.964 0.864 0.911 d = lying 0.093 0.428 0.440 0.434 e = sitting 0.106 0.319 0.346 0.332 f = standing 0.003 0.982 0.956 0.969 g = running 0.020 0.752 0.353 0.481 h = walking ------------------------------------------------------- 0.051 0.711 0.656 0.658 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.221 0.375 0.946 0.537 a = climbing down 0.018 0.777 0.454 0.573 b = climbing up 0.004 0.830 0.969 0.894 c = jumping 0.014 0.918 0.992 0.953 d = lying 0.001 0.994 0.957 0.975 e = sitting 0.008 0.947 0.905 0.926 f = standing 0.002 0.991 0.969 0.980 g = running 0.005 0.779 0.094 0.168 h = walking ------------------------------------------------------- 0.034 0.838 0.761 0.737 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.034 0.764 0.887 0.821 a = climbing down 0.051 0.724 0.874 0.792 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.968 0.987 0.977 d = lying 0.014 0.912 0.935 0.924 e = sitting 0.008 0.936 0.880 0.908 f = standing 0.002 0.989 0.983 0.986 g = running 0.016 0.886 0.646 0.747 h = walking ------------------------------------------------------- 0.017 0.893 0.887 0.886 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.066 0.473 0.378 0.420 a = climbing down 0.167 0.491 0.812 0.612 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.001 0.990 0.813 0.893 d = lying 0.056 0.661 0.922 0.770 e = sitting 0.034 0.745 0.761 0.753 f = standing 0.001 0.997 0.836 0.909 g = running 0.036 0.481 0.225 0.306 h = walking ------------------------------------------------------- 0.051 0.711 0.691 0.683 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.153 0.409 0.889 0.560 a = climbing down 0.023 0.816 0.733 0.772 b = climbing up 0.000 1.000 0.258 0.411 c = jumping 0.037 0.755 0.747 0.751 d = lying 0.078 0.589 0.851 0.696 e = sitting 0.064 0.572 0.598 0.585 f = standing 0.018 0.923 0.727 0.813 g = running 0.026 0.476 0.136 0.211 h = walking ------------------------------------------------------- 0.049 0.684 0.649 0.634 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.739 0.797 0.767 a = climbing down 0.081 0.589 0.852 0.696 b = climbing up 0.001 0.963 0.970 0.967 c = jumping 0.038 0.813 0.949 0.876 d = lying 0.027 0.863 0.968 0.913 e = sitting 0.011 0.905 0.638 0.748 f = standing 0.002 0.990 0.996 0.993 g = running 0.013 0.867 0.500 0.634 h = walking ------------------------------------------------------- 0.027 0.838 0.819 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.102 0.533 0.777 0.632 a = climbing down 0.026 0.804 0.646 0.717 b = climbing up 0.010 0.678 0.971 0.798 c = jumping 0.005 0.961 0.893 0.926 d = lying 0.040 0.739 0.752 0.746 e = sitting 0.050 0.717 0.786 0.750 f = standing 0.001 0.996 0.877 0.933 g = running 0.042 0.680 0.550 0.608 h = walking ------------------------------------------------------- 0.036 0.781 0.760 0.764 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.826 0.800 0.813 a = climbing down 0.025 0.875 0.583 0.700 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.062 0.626 0.741 0.678 d = lying 0.029 0.843 0.987 0.909 e = sitting 0.076 0.589 0.683 0.632 f = standing 0.001 0.995 0.946 0.970 g = running 0.034 0.810 0.920 0.862 h = walking ------------------------------------------------------- 0.034 0.806 0.792 0.790 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.976 0.656 0.785 a = climbing down 0.043 0.724 0.821 0.769 b = climbing up 0.000 1.000 0.871 0.931 c = jumping 0.009 0.947 0.997 0.971 d = lying 0.045 0.785 0.891 0.835 e = sitting 0.028 0.797 0.848 0.822 f = standing 0.003 0.982 0.804 0.884 g = running 0.041 0.793 0.897 0.842 h = walking ------------------------------------------------------- 0.024 0.865 0.852 0.852 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.034 0.746 0.870 0.803 a = climbing down 0.033 0.707 0.795 0.748 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.003 0.980 0.784 0.871 d = lying 0.024 0.851 0.696 0.765 e = sitting 0.093 0.601 0.869 0.711 f = standing 0.012 0.939 0.992 0.965 g = running 0.006 0.962 0.737 0.834 h = walking ------------------------------------------------------- 0.027 0.848 0.821 0.825 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.887 0.639 0.743 a = climbing down 0.034 0.723 0.569 0.637 b = climbing up 0.000 0.994 0.885 0.936 c = jumping 0.004 0.972 0.891 0.930 d = lying 0.040 0.798 0.885 0.839 e = sitting 0.027 0.783 0.741 0.761 f = standing 0.003 0.983 0.974 0.979 g = running 0.090 0.671 0.942 0.784 h = walking ------------------------------------------------------- 0.031 0.833 0.821 0.819 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.887 0.875 0.881 a = climbing down 0.032 0.809 0.865 0.836 b = climbing up 0.001 0.936 0.951 0.944 c = jumping 0.000 0.997 0.979 0.988 d = lying 0.046 0.772 0.881 0.823 e = sitting 0.026 0.808 0.706 0.754 f = standing 0.005 0.971 0.992 0.982 g = running 0.015 0.910 0.833 0.870 h = walking ------------------------------------------------------- 0.019 0.883 0.881 0.880 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.045 0.673 0.828 0.742 a = climbing down 0.104 0.566 0.833 0.674 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.002 0.989 0.970 0.979 d = lying 0.076 0.681 0.881 0.768 e = sitting 0.027 0.702 0.457 0.553 f = standing 0.001 0.994 0.997 0.995 g = running 0.023 0.728 0.325 0.450 h = walking ------------------------------------------------------- 0.038 0.774 0.760 0.745 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.256 0.151 0.674 0.246 a = climbing down 0.002 0.956 0.307 0.465 b = climbing up 0.001 0.949 0.822 0.881 c = jumping 0.009 0.953 0.937 0.945 d = lying 0.010 0.947 0.973 0.960 e = sitting 0.012 0.923 0.899 0.911 f = standing 0.051 0.789 0.997 0.881 g = running 0.001 0.824 0.022 0.043 h = walking ------------------------------------------------------- 0.029 0.849 0.688 0.668 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.811 0.629 0.708 a = climbing down 0.064 0.643 0.776 0.703 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.002 0.986 0.968 0.977 d = lying 0.028 0.805 0.704 0.751 e = sitting 0.053 0.712 0.840 0.771 f = standing 0.004 0.978 0.983 0.981 g = running 0.041 0.772 0.754 0.763 h = walking ------------------------------------------------------- 0.029 0.824 0.817 0.817 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.189 0.385 0.898 0.539 a = climbing down 0.050 0.720 0.746 0.733 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.014 0.924 0.983 0.953 d = lying 0.057 0.499 0.321 0.391 e = sitting 0.104 0.415 0.523 0.463 f = standing 0.018 0.855 0.612 0.714 g = running 0.011 0.786 0.232 0.358 h = walking ------------------------------------------------------- 0.057 0.675 0.614 0.603 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.277 0.326 0.966 0.488 a = climbing down 0.010 0.746 0.221 0.342 b = climbing up 0.029 0.424 0.982 0.592 c = jumping 0.055 0.544 0.416 0.472 d = lying 0.002 0.986 0.977 0.982 e = sitting 0.092 0.558 0.666 0.608 f = standing 0.001 0.995 0.815 0.896 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.058 0.572 0.630 0.548 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.044 0.738 0.929 0.823 a = climbing down 0.110 0.545 0.871 0.670 b = climbing up 0.000 1.000 0.983 0.992 c = jumping 0.003 0.982 0.919 0.950 d = lying 0.042 0.779 0.973 0.865 e = sitting 0.016 0.889 0.928 0.908 f = standing 0.000 0.997 0.803 0.890 g = running 0.006 0.898 0.304 0.454 h = walking ------------------------------------------------------- 0.029 0.847 0.806 0.794 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.073 0.369 0.271 0.312 a = climbing down 0.161 0.536 0.961 0.688 b = climbing up 0.000 1.000 0.859 0.924 c = jumping 0.001 0.992 0.778 0.872 d = lying 0.077 0.594 0.974 0.738 e = sitting 0.034 0.774 0.815 0.794 f = standing 0.003 0.982 0.678 0.802 g = running 0.013 0.778 0.325 0.459 h = walking ------------------------------------------------------- 0.051 0.736 0.688 0.677 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.132 0.439 0.849 0.578 a = climbing down 0.058 0.675 0.872 0.761 b = climbing up 0.000 1.000 0.166 0.284 c = jumping 0.009 0.929 0.702 0.800 d = lying 0.062 0.650 0.890 0.752 e = sitting 0.057 0.625 0.669 0.647 f = standing 0.018 0.935 0.881 0.907 g = running 0.006 0.783 0.121 0.210 h = walking ------------------------------------------------------- 0.042 0.756 0.700 0.674 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.757 0.809 a = climbing down 0.100 0.541 0.848 0.660 b = climbing up 0.001 0.976 0.982 0.979 c = jumping 0.036 0.808 0.896 0.850 d = lying 0.038 0.812 0.937 0.870 e = sitting 0.017 0.859 0.628 0.726 f = standing 0.001 0.992 0.990 0.991 g = running 0.015 0.859 0.545 0.667 h = walking ------------------------------------------------------- 0.030 0.831 0.806 0.805 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.140 0.454 0.776 0.573 a = climbing down 0.028 0.774 0.596 0.673 b = climbing up 0.000 0.994 0.966 0.980 c = jumping 0.020 0.866 0.941 0.902 d = lying 0.027 0.801 0.729 0.764 e = sitting 0.048 0.736 0.784 0.759 f = standing 0.002 0.991 0.942 0.966 g = running 0.022 0.767 0.441 0.560 h = walking ------------------------------------------------------- 0.038 0.783 0.752 0.754 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.868 0.850 0.859 a = climbing down 0.026 0.883 0.636 0.740 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.056 0.634 0.759 0.691 d = lying 0.049 0.763 0.924 0.835 e = sitting 0.066 0.603 0.632 0.617 f = standing 0.006 0.958 0.966 0.962 g = running 0.025 0.848 0.897 0.872 h = walking ------------------------------------------------------- 0.034 0.805 0.794 0.793 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.885 0.833 0.858 a = climbing down 0.042 0.738 0.879 0.802 b = climbing up 0.000 0.974 0.889 0.930 c = jumping 0.015 0.917 0.973 0.944 d = lying 0.044 0.799 0.946 0.866 e = sitting 0.014 0.887 0.843 0.864 f = standing 0.003 0.983 0.817 0.892 g = running 0.015 0.903 0.812 0.855 h = walking ------------------------------------------------------- 0.020 0.882 0.873 0.873 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.558 0.816 0.662 a = climbing down 0.013 0.841 0.528 0.649 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.011 0.880 0.481 0.622 d = lying 0.025 0.839 0.690 0.757 e = sitting 0.132 0.507 0.872 0.641 f = standing 0.026 0.875 0.982 0.925 g = running 0.017 0.887 0.740 0.807 h = walking ------------------------------------------------------- 0.040 0.788 0.738 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.671 0.779 a = climbing down 0.048 0.760 0.855 0.805 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.002 0.979 0.474 0.638 d = lying 0.042 0.783 0.944 0.856 e = sitting 0.078 0.559 0.763 0.646 f = standing 0.002 0.988 0.987 0.988 g = running 0.041 0.812 0.890 0.849 h = walking ------------------------------------------------------- 0.030 0.839 0.811 0.807 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.969 0.801 0.877 a = climbing down 0.026 0.832 0.860 0.846 b = climbing up 0.000 0.994 0.962 0.978 c = jumping 0.002 0.989 0.961 0.975 d = lying 0.045 0.764 0.875 0.815 e = sitting 0.026 0.816 0.707 0.758 f = standing 0.005 0.970 0.997 0.983 g = running 0.033 0.834 0.912 0.871 h = walking ------------------------------------------------------- 0.020 0.883 0.879 0.879 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.040 0.692 0.815 0.748 a = climbing down 0.070 0.648 0.870 0.743 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.989 0.921 0.954 d = lying 0.093 0.663 0.947 0.780 e = sitting 0.013 0.864 0.494 0.629 f = standing 0.000 0.998 0.997 0.997 g = running 0.018 0.838 0.514 0.637 h = walking ------------------------------------------------------- 0.033 0.823 0.797 0.790 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.208 0.187 0.695 0.295 a = climbing down 0.006 0.905 0.362 0.517 b = climbing up 0.000 0.987 0.939 0.963 c = jumping 0.001 0.997 0.946 0.970 d = lying 0.013 0.933 0.976 0.954 e = sitting 0.008 0.951 0.946 0.948 f = standing 0.041 0.823 0.998 0.903 g = running 0.001 0.979 0.221 0.361 h = walking ------------------------------------------------------- 0.024 0.885 0.747 0.750 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.055 0.658 0.727 0.690 a = climbing down 0.134 0.416 0.660 0.510 b = climbing up 0.001 0.938 0.920 0.929 c = jumping 0.002 0.988 0.923 0.954 d = lying 0.027 0.789 0.722 0.754 e = sitting 0.048 0.728 0.818 0.771 f = standing 0.006 0.968 0.983 0.975 g = running 0.029 0.656 0.297 0.408 h = walking ------------------------------------------------------- 0.040 0.757 0.737 0.732 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.772 0.787 a = climbing down 0.046 0.791 0.917 0.850 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.016 0.911 0.965 0.937 d = lying 0.095 0.338 0.410 0.370 e = sitting 0.065 0.562 0.438 0.492 f = standing 0.001 0.990 0.882 0.933 g = running 0.022 0.872 0.869 0.870 h = walking ------------------------------------------------------- 0.036 0.771 0.767 0.766 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.262 0.333 0.932 0.491 a = climbing down 0.010 0.801 0.282 0.418 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.945 0.978 0.961 d = lying 0.012 0.939 0.986 0.962 e = sitting 0.004 0.972 0.871 0.919 f = standing 0.002 0.991 1.000 0.995 g = running 0.006 0.538 0.041 0.076 h = walking ------------------------------------------------------- 0.038 0.800 0.734 0.701 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.883 0.568 0.691 a = climbing down 0.074 0.625 0.778 0.693 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.016 0.913 0.977 0.944 d = lying 0.004 0.962 0.603 0.742 e = sitting 0.090 0.570 0.886 0.694 f = standing 0.000 0.999 0.780 0.876 g = running 0.058 0.724 0.812 0.766 h = walking ------------------------------------------------------- 0.034 0.824 0.783 0.786 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.052 0.588 0.479 0.528 a = climbing down 0.088 0.659 0.864 0.748 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.006 0.957 0.852 0.901 d = lying 0.063 0.639 0.949 0.764 e = sitting 0.031 0.764 0.765 0.764 f = standing 0.002 0.988 0.785 0.875 g = running 0.030 0.757 0.635 0.691 h = walking ------------------------------------------------------- 0.037 0.784 0.764 0.765 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.167 0.379 0.897 0.533 a = climbing down 0.019 0.796 0.535 0.640 b = climbing up 0.000 0.967 0.174 0.294 c = jumping 0.040 0.721 0.709 0.715 d = lying 0.073 0.633 0.917 0.749 e = sitting 0.040 0.740 0.657 0.696 f = standing 0.030 0.880 0.784 0.830 g = running 0.013 0.769 0.253 0.381 h = walking ------------------------------------------------------- 0.048 0.734 0.666 0.658 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.123 0.475 0.830 0.604 a = climbing down 0.097 0.420 0.485 0.450 b = climbing up 0.016 0.025 1.000 0.048 c = jumping 0.029 0.860 0.948 0.902 d = lying 0.019 0.875 0.910 0.892 e = sitting 0.021 0.855 0.727 0.786 f = standing 0.000 0.997 0.905 0.949 g = running 0.018 0.701 0.223 0.338 h = walking ------------------------------------------------------- 0.040 0.757 0.717 0.710 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.277 0.303 0.815 0.442 a = climbing down 0.027 0.654 0.296 0.408 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.006 0.947 0.838 0.889 d = lying 0.036 0.771 0.812 0.791 e = sitting 0.046 0.733 0.784 0.758 f = standing 0.024 0.893 0.958 0.925 g = running 0.008 0.113 0.006 0.012 h = walking ------------------------------------------------------- 0.053 0.552 0.564 0.528 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.699 0.827 0.758 a = climbing down 0.023 0.880 0.571 0.692 b = climbing up 0.000 1.000 0.678 0.808 c = jumping 0.074 0.596 0.764 0.670 d = lying 0.022 0.869 0.930 0.898 e = sitting 0.099 0.443 0.488 0.464 f = standing 0.007 0.953 0.971 0.962 g = running 0.037 0.783 0.848 0.814 h = walking ------------------------------------------------------- 0.040 0.767 0.746 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.965 0.738 0.836 a = climbing down 0.025 0.801 0.781 0.791 b = climbing up 0.000 0.983 0.971 0.977 c = jumping 0.010 0.940 0.997 0.968 d = lying 0.075 0.637 0.915 0.751 e = sitting 0.023 0.861 0.750 0.802 f = standing 0.001 0.996 0.766 0.866 g = running 0.048 0.762 0.917 0.833 h = walking ------------------------------------------------------- 0.025 0.862 0.839 0.841 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.047 0.660 0.784 0.717 a = climbing down 0.084 0.516 0.880 0.651 b = climbing up 0.000 1.000 0.911 0.953 c = jumping 0.001 0.992 0.621 0.764 d = lying 0.030 0.817 0.699 0.754 e = sitting 0.109 0.597 0.931 0.727 f = standing 0.006 0.968 0.998 0.983 g = running 0.002 0.981 0.428 0.596 h = walking ------------------------------------------------------- 0.035 0.821 0.756 0.754 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.154 0.365 0.705 0.481 a = climbing down 0.052 0.594 0.500 0.543 b = climbing up 0.017 0.534 0.882 0.665 c = jumping 0.003 0.979 0.678 0.801 d = lying 0.057 0.650 0.660 0.655 e = sitting 0.068 0.609 0.641 0.625 f = standing 0.046 0.277 0.099 0.146 g = running 0.091 0.606 0.742 0.667 h = walking ------------------------------------------------------- 0.063 0.588 0.577 0.563 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.031 0.706 0.646 0.675 a = climbing down 0.152 0.498 0.908 0.643 b = climbing up 0.000 1.000 0.618 0.764 c = jumping 0.000 0.999 0.974 0.986 d = lying 0.108 0.512 0.735 0.604 e = sitting 0.045 0.542 0.343 0.420 f = standing 0.008 0.961 1.000 0.980 g = running 0.017 0.674 0.190 0.296 h = walking ------------------------------------------------------- 0.049 0.714 0.689 0.665 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.764 0.603 0.674 a = climbing down 0.115 0.535 0.865 0.661 b = climbing up 0.000 0.984 0.989 0.986 c = jumping 0.003 0.985 0.969 0.977 d = lying 0.065 0.694 0.784 0.736 e = sitting 0.043 0.645 0.540 0.588 f = standing 0.003 0.981 0.997 0.989 g = running 0.026 0.780 0.481 0.595 h = walking ------------------------------------------------------- 0.038 0.781 0.763 0.759 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.227 0.213 0.896 0.344 a = climbing down 0.011 0.797 0.296 0.432 b = climbing up 0.001 0.938 0.904 0.921 c = jumping 0.000 1.000 0.485 0.653 d = lying 0.099 0.626 0.956 0.757 e = sitting 0.101 0.385 0.397 0.391 f = standing 0.018 0.912 0.980 0.945 g = running 0.020 0.622 0.155 0.249 h = walking ------------------------------------------------------- 0.051 0.702 0.574 0.565 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.874 0.422 0.569 a = climbing down 0.242 0.378 0.968 0.544 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.016 0.910 0.959 0.934 d = lying 0.034 0.539 0.272 0.361 e = sitting 0.106 0.541 0.758 0.631 f = standing 0.008 0.959 0.979 0.969 g = running 0.007 0.605 0.058 0.105 h = walking ------------------------------------------------------- 0.057 0.696 0.636 0.595 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.661 0.453 0.538 a = climbing down 0.092 0.654 0.952 0.775 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.930 0.987 0.958 d = lying 0.086 0.296 0.311 0.303 e = sitting 0.080 0.530 0.481 0.504 f = standing 0.001 0.990 0.775 0.869 g = running 0.025 0.863 0.851 0.857 h = walking ------------------------------------------------------- 0.045 0.727 0.718 0.713 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.239 0.351 0.906 0.506 a = climbing down 0.002 0.900 0.140 0.242 b = climbing up 0.005 0.821 0.976 0.892 c = jumping 0.010 0.929 0.811 0.866 d = lying 0.009 0.949 0.981 0.965 e = sitting 0.030 0.841 0.889 0.864 f = standing 0.010 0.944 0.969 0.956 g = running 0.017 0.699 0.216 0.331 h = walking ------------------------------------------------------- 0.041 0.808 0.720 0.697 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.055 0.693 0.933 0.795 a = climbing down 0.061 0.697 0.906 0.788 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.017 0.903 0.934 0.919 d = lying 0.015 0.908 0.980 0.943 e = sitting 0.011 0.915 0.868 0.891 f = standing 0.000 0.998 0.912 0.953 g = running 0.007 0.924 0.483 0.634 h = walking ------------------------------------------------------- 0.022 0.875 0.855 0.849 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.059 0.528 0.420 0.468 a = climbing down 0.105 0.637 0.956 0.765 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.010 0.931 0.865 0.897 d = lying 0.098 0.534 0.982 0.692 e = sitting 0.017 0.863 0.708 0.778 f = standing 0.001 0.992 0.672 0.801 g = running 0.015 0.839 0.563 0.674 h = walking ------------------------------------------------------- 0.041 0.781 0.736 0.735 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.079 0.518 0.718 0.602 a = climbing down 0.045 0.714 0.839 0.771 b = climbing up 0.001 0.878 0.208 0.336 c = jumping 0.023 0.829 0.745 0.785 d = lying 0.048 0.731 0.950 0.826 e = sitting 0.033 0.790 0.746 0.767 f = standing 0.024 0.914 0.889 0.902 g = running 0.013 0.879 0.540 0.669 h = walking ------------------------------------------------------- 0.034 0.792 0.770 0.767 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.056 0.658 0.743 0.698 a = climbing down 0.115 0.413 0.562 0.476 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.037 0.816 0.899 0.856 d = lying 0.017 0.892 0.974 0.931 e = sitting 0.018 0.870 0.708 0.781 f = standing 0.002 0.992 0.991 0.992 g = running 0.033 0.706 0.427 0.532 h = walking ------------------------------------------------------- 0.037 0.775 0.760 0.759 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.187 0.383 0.783 0.514 a = climbing down 0.023 0.752 0.432 0.549 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.041 0.747 0.893 0.813 d = lying 0.025 0.793 0.648 0.713 e = sitting 0.047 0.725 0.714 0.720 f = standing 0.012 0.941 0.955 0.948 g = running 0.025 0.667 0.309 0.423 h = walking ------------------------------------------------------- 0.048 0.731 0.687 0.683 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.701 0.899 0.787 a = climbing down 0.025 0.889 0.602 0.718 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.055 0.636 0.754 0.690 d = lying 0.101 0.563 0.829 0.670 e = sitting 0.094 0.285 0.238 0.260 f = standing 0.001 0.994 0.978 0.986 g = running 0.025 0.837 0.825 0.831 h = walking ------------------------------------------------------- 0.045 0.728 0.711 0.707 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.875 0.765 0.816 a = climbing down 0.041 0.728 0.837 0.779 b = climbing up 0.000 0.994 0.891 0.940 c = jumping 0.011 0.935 0.975 0.955 d = lying 0.061 0.681 0.910 0.779 e = sitting 0.019 0.880 0.792 0.834 f = standing 0.003 0.985 0.814 0.891 g = running 0.027 0.840 0.824 0.832 h = walking ------------------------------------------------------- 0.023 0.860 0.846 0.848 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.225 0.292 0.727 0.417 a = climbing down 0.015 0.673 0.248 0.363 b = climbing up 0.000 0.990 0.605 0.751 c = jumping 0.007 0.813 0.175 0.289 d = lying 0.027 0.865 0.934 0.898 e = sitting 0.142 0.510 0.885 0.647 f = standing 0.046 0.798 0.993 0.885 g = running 0.009 0.637 0.089 0.156 h = walking ------------------------------------------------------- 0.061 0.678 0.590 0.540 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.840 0.654 0.736 a = climbing down 0.040 0.774 0.782 0.778 b = climbing up 0.000 0.993 0.822 0.900 c = jumping 0.002 0.982 0.681 0.804 d = lying 0.025 0.843 0.876 0.859 e = sitting 0.066 0.674 0.857 0.755 f = standing 0.005 0.973 0.991 0.982 g = running 0.053 0.754 0.873 0.809 h = walking ------------------------------------------------------- 0.030 0.837 0.822 0.822 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.862 0.890 a = climbing down 0.055 0.729 0.928 0.817 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.005 0.970 0.985 0.977 d = lying 0.052 0.676 0.740 0.707 e = sitting 0.040 0.726 0.642 0.682 f = standing 0.007 0.964 0.998 0.981 g = running 0.010 0.930 0.737 0.823 h = walking ------------------------------------------------------- 0.024 0.852 0.845 0.845 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.882 0.611 0.722 a = climbing down 0.075 0.627 0.871 0.729 b = climbing up 0.010 0.688 0.984 0.810 c = jumping 0.003 0.982 0.938 0.959 d = lying 0.103 0.638 0.938 0.759 e = sitting 0.019 0.797 0.416 0.547 f = standing 0.003 0.982 0.930 0.955 g = running 0.025 0.838 0.733 0.782 h = walking ------------------------------------------------------- 0.035 0.816 0.788 0.782 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.101 0.333 0.676 0.446 a = climbing down 0.013 0.729 0.242 0.364 b = climbing up 0.012 0.622 0.867 0.724 c = jumping 0.000 1.000 0.902 0.948 d = lying 0.148 0.523 0.988 0.684 e = sitting 0.011 0.793 0.220 0.345 f = standing 0.076 0.690 0.918 0.788 g = running 0.008 0.945 0.703 0.807 h = walking ------------------------------------------------------- 0.045 0.754 0.676 0.653 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.042 0.703 0.705 0.704 a = climbing down 0.049 0.616 0.545 0.578 b = climbing up 0.048 0.307 0.994 0.469 c = jumping 0.016 0.913 0.950 0.931 d = lying 0.024 0.732 0.468 0.571 e = sitting 0.082 0.613 0.791 0.691 f = standing 0.001 0.990 0.667 0.797 g = running 0.053 0.745 0.815 0.778 h = walking ------------------------------------------------------- 0.038 0.757 0.722 0.725 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.779 0.799 0.789 a = climbing down 0.033 0.832 0.913 0.871 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.953 0.968 0.960 d = lying 0.068 0.504 0.452 0.476 e = sitting 0.086 0.561 0.600 0.580 f = standing 0.001 0.993 0.843 0.912 g = running 0.020 0.887 0.914 0.900 h = walking ------------------------------------------------------- 0.035 0.792 0.790 0.790 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.196 0.407 0.962 0.572 a = climbing down 0.011 0.839 0.439 0.576 b = climbing up 0.006 0.793 1.000 0.885 c = jumping 0.004 0.978 0.989 0.983 d = lying 0.013 0.935 0.990 0.962 e = sitting 0.002 0.987 0.896 0.940 f = standing 0.002 0.990 0.964 0.977 g = running 0.010 0.824 0.243 0.375 h = walking ------------------------------------------------------- 0.030 0.860 0.788 0.777 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.882 0.921 0.901 a = climbing down 0.035 0.791 0.836 0.813 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.007 0.958 0.987 0.972 d = lying 0.010 0.938 0.935 0.936 e = sitting 0.007 0.948 0.907 0.927 f = standing 0.003 0.987 0.979 0.983 g = running 0.024 0.867 0.814 0.840 h = walking ------------------------------------------------------- 0.014 0.915 0.914 0.914 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.659 0.540 0.594 a = climbing down 0.157 0.545 0.963 0.696 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.955 0.873 0.912 d = lying 0.059 0.635 0.887 0.740 e = sitting 0.030 0.757 0.717 0.737 f = standing 0.001 0.995 0.777 0.872 g = running 0.006 0.893 0.345 0.498 h = walking ------------------------------------------------------- 0.043 0.794 0.741 0.737 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.043 0.673 0.786 0.725 a = climbing down 0.046 0.730 0.916 0.812 b = climbing up 0.000 1.000 0.455 0.626 c = jumping 0.038 0.757 0.809 0.782 d = lying 0.044 0.741 0.911 0.817 e = sitting 0.041 0.732 0.685 0.708 f = standing 0.014 0.947 0.859 0.901 g = running 0.011 0.905 0.627 0.741 h = walking ------------------------------------------------------- 0.031 0.808 0.793 0.792 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.681 0.787 0.730 a = climbing down 0.088 0.529 0.745 0.619 b = climbing up 0.003 0.857 0.985 0.917 c = jumping 0.019 0.895 0.961 0.927 d = lying 0.023 0.841 0.663 0.742 e = sitting 0.067 0.664 0.758 0.708 f = standing 0.001 0.997 0.972 0.984 g = running 0.015 0.860 0.512 0.641 h = walking ------------------------------------------------------- 0.034 0.797 0.774 0.774 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.120 0.453 0.673 0.541 a = climbing down 0.030 0.778 0.657 0.712 b = climbing up 0.017 0.540 0.982 0.697 c = jumping 0.009 0.932 0.906 0.919 d = lying 0.069 0.637 0.676 0.656 e = sitting 0.061 0.607 0.598 0.603 f = standing 0.008 0.956 0.801 0.872 g = running 0.074 0.369 0.276 0.316 h = walking ------------------------------------------------------- 0.051 0.680 0.663 0.664 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.808 0.776 0.792 a = climbing down 0.055 0.767 0.591 0.668 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.054 0.631 0.708 0.667 d = lying 0.026 0.821 0.762 0.790 e = sitting 0.105 0.486 0.611 0.541 f = standing 0.007 0.957 0.980 0.969 g = running 0.048 0.730 0.802 0.764 h = walking ------------------------------------------------------- 0.046 0.748 0.735 0.737 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.734 0.831 a = climbing down 0.019 0.843 0.771 0.805 b = climbing up 0.000 0.973 0.828 0.894 c = jumping 0.006 0.961 0.986 0.974 d = lying 0.072 0.665 0.806 0.729 e = sitting 0.051 0.697 0.667 0.682 f = standing 0.004 0.976 0.825 0.894 g = running 0.048 0.772 0.965 0.857 h = walking ------------------------------------------------------- 0.029 0.839 0.825 0.827 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.726 0.892 0.800 a = climbing down 0.038 0.679 0.829 0.746 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.990 0.758 0.858 d = lying 0.038 0.646 0.360 0.463 e = sitting 0.157 0.516 0.854 0.643 f = standing 0.011 0.943 0.984 0.963 g = running 0.002 0.981 0.662 0.790 h = walking ------------------------------------------------------- 0.041 0.794 0.755 0.753 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.816 0.612 0.699 a = climbing down 0.093 0.542 0.739 0.625 b = climbing up 0.004 0.823 0.747 0.783 c = jumping 0.004 0.977 0.933 0.954 d = lying 0.034 0.717 0.548 0.621 e = sitting 0.079 0.633 0.795 0.705 f = standing 0.007 0.952 0.826 0.885 g = running 0.045 0.760 0.774 0.767 h = walking ------------------------------------------------------- 0.039 0.776 0.755 0.758 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.877 0.891 a = climbing down 0.027 0.820 0.764 0.791 b = climbing up 0.004 0.801 0.919 0.856 c = jumping 0.001 0.995 0.985 0.990 d = lying 0.098 0.604 0.868 0.713 e = sitting 0.024 0.696 0.359 0.474 f = standing 0.002 0.991 0.975 0.983 g = running 0.037 0.818 0.891 0.853 h = walking ------------------------------------------------------- 0.029 0.833 0.826 0.818 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.899 0.394 0.548 a = climbing down 0.148 0.468 0.836 0.600 b = climbing up 0.004 0.848 0.979 0.909 c = jumping 0.001 0.993 0.969 0.981 d = lying 0.126 0.580 0.938 0.716 e = sitting 0.014 0.597 0.144 0.232 f = standing 0.003 0.984 0.971 0.978 g = running 0.045 0.667 0.462 0.546 h = walking ------------------------------------------------------- 0.050 0.742 0.705 0.679 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.244 0.137 0.586 0.222 a = climbing down 0.004 0.901 0.222 0.356 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.000 1.000 0.917 0.957 d = lying 0.102 0.632 0.967 0.764 e = sitting 0.017 0.761 0.358 0.487 f = standing 0.061 0.754 0.999 0.860 g = running 0.002 0.953 0.173 0.293 h = walking ------------------------------------------------------- 0.044 0.797 0.613 0.602 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.816 0.797 0.806 a = climbing down 0.027 0.772 0.635 0.697 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.011 0.940 0.982 0.960 d = lying 0.058 0.656 0.774 0.710 e = sitting 0.027 0.799 0.645 0.714 f = standing 0.002 0.988 0.991 0.990 g = running 0.046 0.795 0.916 0.851 h = walking ------------------------------------------------------- 0.027 0.834 0.832 0.830 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.098 0.559 0.899 0.690 a = climbing down 0.058 0.747 0.921 0.825 b = climbing up 0.003 0.876 0.978 0.924 c = jumping 0.021 0.857 0.697 0.769 d = lying 0.074 0.343 0.313 0.327 e = sitting 0.121 0.352 0.440 0.391 f = standing 0.004 0.978 0.881 0.927 g = running 0.005 0.931 0.383 0.543 h = walking ------------------------------------------------------- 0.050 0.712 0.665 0.662 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.134 0.477 0.887 0.621 a = climbing down 0.006 0.911 0.442 0.595 b = climbing up 0.001 0.950 0.950 0.950 c = jumping 0.009 0.952 0.992 0.971 d = lying 0.002 0.992 0.993 0.992 e = sitting 0.002 0.989 0.936 0.962 f = standing 0.002 0.987 0.993 0.990 g = running 0.021 0.834 0.596 0.695 h = walking ------------------------------------------------------- 0.022 0.888 0.846 0.847 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.026 0.800 0.869 0.833 a = climbing down 0.065 0.671 0.893 0.767 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.016 0.912 0.983 0.947 d = lying 0.019 0.889 0.950 0.919 e = sitting 0.005 0.969 0.879 0.922 f = standing 0.007 0.965 0.921 0.943 g = running 0.015 0.880 0.587 0.704 h = walking ------------------------------------------------------- 0.020 0.880 0.869 0.867 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.019 0.744 0.377 0.500 a = climbing down 0.108 0.625 0.935 0.749 b = climbing up 0.000 0.992 0.970 0.981 c = jumping 0.007 0.950 0.786 0.860 d = lying 0.041 0.771 0.993 0.868 e = sitting 0.030 0.776 0.822 0.798 f = standing 0.001 0.997 0.839 0.912 g = running 0.031 0.778 0.762 0.770 h = walking ------------------------------------------------------- 0.033 0.818 0.796 0.790 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.179 0.367 0.876 0.518 a = climbing down 0.027 0.777 0.669 0.719 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.032 0.763 0.678 0.718 d = lying 0.066 0.657 0.954 0.778 e = sitting 0.048 0.674 0.696 0.685 f = standing 0.005 0.980 0.765 0.859 g = running 0.034 0.080 0.017 0.028 h = walking ------------------------------------------------------- 0.046 0.651 0.656 0.632 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.059 0.630 0.753 0.686 a = climbing down 0.077 0.424 0.393 0.408 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.063 0.732 0.911 0.812 d = lying 0.084 0.612 0.919 0.735 e = sitting 0.020 0.607 0.180 0.277 f = standing 0.001 0.996 0.998 0.997 g = running 0.070 0.589 0.538 0.562 h = walking ------------------------------------------------------- 0.047 0.574 0.587 0.560 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.089 0.548 0.763 0.638 a = climbing down 0.020 0.839 0.656 0.736 b = climbing up 0.019 0.505 1.000 0.671 c = jumping 0.012 0.928 0.868 0.897 d = lying 0.014 0.894 0.793 0.841 e = sitting 0.048 0.738 0.870 0.799 f = standing 0.002 0.990 0.859 0.920 g = running 0.039 0.736 0.655 0.693 h = walking ------------------------------------------------------- 0.030 0.814 0.787 0.793 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.816 0.899 0.855 a = climbing down 0.043 0.792 0.550 0.649 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.052 0.585 0.529 0.556 d = lying 0.036 0.810 0.987 0.890 e = sitting 0.118 0.487 0.713 0.579 f = standing 0.011 0.931 0.941 0.936 g = running 0.016 0.886 0.777 0.828 h = walking ------------------------------------------------------- 0.042 0.766 0.747 0.746 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.853 0.693 0.765 a = climbing down 0.036 0.774 0.886 0.826 b = climbing up 0.000 1.000 0.877 0.935 c = jumping 0.005 0.971 0.968 0.969 d = lying 0.035 0.802 0.926 0.860 e = sitting 0.026 0.830 0.956 0.889 f = standing 0.003 0.983 0.778 0.869 g = running 0.033 0.824 0.867 0.845 h = walking ------------------------------------------------------- 0.020 0.875 0.866 0.866 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.522 0.863 0.651 a = climbing down 0.002 0.675 0.039 0.073 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.001 0.995 0.772 0.869 d = lying 0.018 0.894 0.768 0.826 e = sitting 0.075 0.677 0.963 0.795 f = standing 0.007 0.963 0.998 0.980 g = running 0.040 0.808 0.874 0.840 h = walking ------------------------------------------------------- 0.031 0.819 0.796 0.770 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.932 0.614 0.741 a = climbing down 0.052 0.724 0.866 0.789 b = climbing up 0.000 0.986 0.805 0.886 c = jumping 0.005 0.970 0.922 0.946 d = lying 0.023 0.872 0.932 0.901 e = sitting 0.017 0.865 0.838 0.851 f = standing 0.005 0.971 0.975 0.973 g = running 0.048 0.780 0.862 0.819 h = walking ------------------------------------------------------- 0.023 0.875 0.866 0.865 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.814 0.792 0.803 a = climbing down 0.044 0.760 0.864 0.809 b = climbing up 0.000 1.000 0.789 0.882 c = jumping 0.001 0.995 0.974 0.984 d = lying 0.042 0.750 0.823 0.784 e = sitting 0.031 0.788 0.734 0.760 f = standing 0.004 0.978 0.998 0.988 g = running 0.017 0.899 0.805 0.850 h = walking ------------------------------------------------------- 0.022 0.865 0.861 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.024 0.686 0.470 0.557 a = climbing down 0.179 0.448 0.949 0.609 b = climbing up 0.000 0.994 0.978 0.986 c = jumping 0.008 0.958 0.975 0.967 d = lying 0.079 0.688 0.931 0.792 e = sitting 0.015 0.801 0.423 0.553 f = standing 0.002 0.992 0.997 0.994 g = running 0.012 0.755 0.201 0.318 h = walking ------------------------------------------------------- 0.044 0.774 0.725 0.700 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.354 0.714 0.474 a = climbing down 0.001 0.974 0.356 0.521 b = climbing up 0.000 0.992 0.896 0.942 c = jumping 0.001 0.989 0.465 0.633 d = lying 0.051 0.771 0.995 0.869 e = sitting 0.088 0.578 0.762 0.658 f = standing 0.036 0.841 0.998 0.913 g = running 0.010 0.949 0.896 0.922 h = walking ------------------------------------------------------- 0.033 0.827 0.756 0.748 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.804 0.532 0.640 a = climbing down 0.088 0.598 0.857 0.705 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.014 0.922 0.955 0.938 d = lying 0.011 0.889 0.579 0.701 e = sitting 0.058 0.716 0.915 0.803 f = standing 0.001 0.994 0.987 0.991 g = running 0.053 0.694 0.627 0.659 h = walking ------------------------------------------------------- 0.034 0.809 0.792 0.788 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.090 0.543 0.781 0.641 a = climbing down 0.098 0.642 0.954 0.768 b = climbing up 0.013 0.591 0.993 0.741 c = jumping 0.020 0.898 0.937 0.917 d = lying 0.060 0.347 0.260 0.298 e = sitting 0.090 0.469 0.535 0.500 f = standing 0.006 0.931 0.478 0.631 g = running 0.010 0.913 0.542 0.681 h = walking ------------------------------------------------------- 0.050 0.701 0.663 0.654 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.138 0.477 0.923 0.629 a = climbing down 0.017 0.833 0.676 0.746 b = climbing up 0.005 0.675 0.491 0.568 c = jumping 0.057 0.756 0.986 0.856 d = lying 0.001 0.993 0.967 0.980 e = sitting 0.007 0.942 0.666 0.780 f = standing 0.015 0.921 0.967 0.944 g = running 0.009 0.869 0.339 0.488 h = walking ------------------------------------------------------- 0.032 0.834 0.783 0.775 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.842 0.921 0.880 a = climbing down 0.023 0.842 0.820 0.831 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.913 0.965 0.938 d = lying 0.029 0.834 0.982 0.902 e = sitting 0.007 0.953 0.892 0.922 f = standing 0.001 0.993 0.862 0.923 g = running 0.022 0.876 0.838 0.857 h = walking ------------------------------------------------------- 0.016 0.901 0.897 0.897 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.675 0.455 0.544 a = climbing down 0.082 0.683 0.943 0.792 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.022 0.851 0.776 0.812 d = lying 0.083 0.620 0.997 0.764 e = sitting 0.029 0.780 0.730 0.754 f = standing 0.002 0.988 0.664 0.795 g = running 0.022 0.836 0.791 0.813 h = walking ------------------------------------------------------- 0.037 0.792 0.764 0.760 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.157 0.372 0.753 0.497 a = climbing down 0.045 0.728 0.867 0.791 b = climbing up 0.000 1.000 0.801 0.890 c = jumping 0.010 0.913 0.702 0.794 d = lying 0.070 0.641 0.971 0.772 e = sitting 0.042 0.721 0.772 0.745 f = standing 0.005 0.979 0.820 0.892 g = running 0.016 0.261 0.032 0.057 h = walking ------------------------------------------------------- 0.041 0.694 0.695 0.665 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.814 0.765 0.789 a = climbing down 0.112 0.446 0.630 0.522 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.073 0.701 0.908 0.791 d = lying 0.013 0.913 0.970 0.941 e = sitting 0.017 0.839 0.515 0.638 f = standing 0.002 0.991 0.995 0.993 g = running 0.042 0.683 0.492 0.572 h = walking ------------------------------------------------------- 0.036 0.673 0.659 0.656 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.657 0.782 0.714 a = climbing down 0.033 0.790 0.793 0.791 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.022 0.865 0.877 0.871 d = lying 0.016 0.880 0.797 0.836 e = sitting 0.047 0.741 0.801 0.770 f = standing 0.003 0.986 0.972 0.979 g = running 0.013 0.907 0.758 0.826 h = walking ------------------------------------------------------- 0.026 0.842 0.834 0.835 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.065 0.526 0.725 0.609 a = climbing down 0.042 0.804 0.554 0.656 b = climbing up 0.007 0.717 0.960 0.821 c = jumping 0.083 0.495 0.643 0.559 d = lying 0.021 0.877 0.965 0.919 e = sitting 0.098 0.452 0.516 0.482 f = standing 0.002 0.960 0.319 0.478 g = running 0.080 0.639 0.890 0.744 h = walking ------------------------------------------------------- 0.053 0.702 0.654 0.645 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.036 0.757 0.850 0.801 a = climbing down 0.027 0.780 0.705 0.741 b = climbing up 0.000 1.000 0.930 0.964 c = jumping 0.018 0.907 0.969 0.937 d = lying 0.039 0.788 0.967 0.868 e = sitting 0.013 0.899 0.865 0.882 f = standing 0.002 0.989 0.810 0.890 g = running 0.028 0.840 0.824 0.831 h = walking ------------------------------------------------------- 0.022 0.865 0.858 0.857 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.147 0.424 0.897 0.576 a = climbing down 0.027 0.691 0.482 0.568 b = climbing up 0.001 0.956 0.968 0.962 c = jumping 0.005 0.954 0.605 0.740 d = lying 0.017 0.898 0.796 0.844 e = sitting 0.096 0.608 0.944 0.740 f = standing 0.004 0.981 0.991 0.986 g = running 0.024 0.693 0.290 0.409 h = walking ------------------------------------------------------- 0.040 0.775 0.719 0.712 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.028 0.778 0.713 0.744 a = climbing down 0.035 0.784 0.722 0.752 b = climbing up 0.001 0.972 0.811 0.884 c = jumping 0.006 0.765 0.127 0.217 d = lying 0.018 0.878 0.819 0.847 e = sitting 0.159 0.414 0.867 0.560 f = standing 0.005 0.974 0.928 0.950 g = running 0.064 0.728 0.872 0.794 h = walking ------------------------------------------------------- 0.041 0.775 0.726 0.708 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.812 0.882 a = climbing down 0.047 0.753 0.945 0.838 b = climbing up 0.000 0.986 0.830 0.901 c = jumping 0.006 0.968 0.965 0.966 d = lying 0.031 0.798 0.825 0.812 e = sitting 0.031 0.807 0.779 0.793 f = standing 0.005 0.970 0.994 0.982 g = running 0.012 0.925 0.843 0.882 h = walking ------------------------------------------------------- 0.019 0.889 0.882 0.883 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.895 0.556 0.686 a = climbing down 0.105 0.534 0.837 0.652 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.003 0.983 0.910 0.945 d = lying 0.081 0.693 0.944 0.799 e = sitting 0.023 0.798 0.534 0.640 f = standing 0.001 0.996 0.998 0.997 g = running 0.028 0.796 0.618 0.695 h = walking ------------------------------------------------------- 0.035 0.818 0.787 0.786 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.139 0.218 0.545 0.311 a = climbing down 0.056 0.421 0.278 0.335 b = climbing up 0.000 1.000 0.855 0.922 c = jumping 0.013 0.925 0.825 0.872 d = lying 0.073 0.694 0.993 0.817 e = sitting 0.009 0.924 0.629 0.749 f = standing 0.056 0.770 1.000 0.870 g = running 0.016 0.830 0.366 0.508 h = walking ------------------------------------------------------- 0.042 0.742 0.681 0.678 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.726 0.648 0.685 a = climbing down 0.195 0.368 0.779 0.500 b = climbing up 0.000 1.000 0.890 0.942 c = jumping 0.022 0.881 0.896 0.888 d = lying 0.019 0.797 0.518 0.628 e = sitting 0.077 0.624 0.801 0.701 f = standing 0.005 0.973 0.969 0.971 g = running 0.024 0.424 0.093 0.153 h = walking ------------------------------------------------------- 0.050 0.695 0.674 0.652 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.028 0.810 0.845 0.827 a = climbing down 0.050 0.768 0.942 0.846 b = climbing up 0.000 0.978 0.985 0.982 c = jumping 0.012 0.909 0.713 0.800 d = lying 0.065 0.465 0.356 0.403 e = sitting 0.138 0.347 0.514 0.414 f = standing 0.003 0.979 0.868 0.920 g = running 0.013 0.918 0.803 0.856 h = walking ------------------------------------------------------- 0.041 0.758 0.731 0.737 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.060 0.686 0.959 0.800 a = climbing down 0.009 0.907 0.656 0.761 b = climbing up 0.005 0.805 0.950 0.872 c = jumping 0.003 0.982 0.992 0.987 d = lying 0.001 0.995 0.980 0.987 e = sitting 0.003 0.981 0.974 0.978 f = standing 0.003 0.983 0.969 0.976 g = running 0.016 0.902 0.807 0.852 h = walking ------------------------------------------------------- 0.012 0.923 0.912 0.912 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.920 0.962 0.940 a = climbing down 0.019 0.865 0.824 0.844 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.905 0.989 0.945 d = lying 0.021 0.869 0.937 0.902 e = sitting 0.008 0.946 0.863 0.902 f = standing 0.000 0.999 0.915 0.955 g = running 0.023 0.879 0.907 0.893 h = walking ------------------------------------------------------- 0.013 0.917 0.915 0.915 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.790 0.498 0.611 a = climbing down 0.110 0.624 0.958 0.756 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.956 0.806 0.875 d = lying 0.045 0.760 0.972 0.853 e = sitting 0.032 0.762 0.829 0.794 f = standing 0.001 0.995 0.819 0.898 g = running 0.008 0.927 0.733 0.819 h = walking ------------------------------------------------------- 0.031 0.840 0.810 0.809 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.112 0.472 0.841 0.605 a = climbing down 0.029 0.807 0.877 0.841 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.046 0.735 0.846 0.786 d = lying 0.055 0.679 0.882 0.767 e = sitting 0.042 0.639 0.516 0.571 f = standing 0.004 0.985 0.857 0.917 g = running 0.016 0.758 0.291 0.421 h = walking ------------------------------------------------------- 0.037 0.763 0.732 0.722 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.691 0.771 a = climbing down 0.123 0.467 0.792 0.588 b = climbing up 0.000 0.985 0.963 0.974 c = jumping 0.006 0.964 0.928 0.946 d = lying 0.027 0.861 0.954 0.905 e = sitting 0.014 0.911 0.839 0.873 f = standing 0.002 0.991 0.996 0.993 g = running 0.026 0.747 0.448 0.560 h = walking ------------------------------------------------------- 0.027 0.844 0.817 0.818 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.051 0.718 0.890 0.795 a = climbing down 0.009 0.927 0.690 0.791 b = climbing up 0.034 0.369 0.959 0.532 c = jumping 0.009 0.941 0.884 0.912 d = lying 0.034 0.765 0.748 0.756 e = sitting 0.051 0.714 0.809 0.759 f = standing 0.004 0.974 0.734 0.837 g = running 0.022 0.871 0.911 0.891 h = walking ------------------------------------------------------- 0.025 0.841 0.811 0.816 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.841 0.884 a = climbing down 0.020 0.906 0.633 0.746 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.036 0.670 0.564 0.612 d = lying 0.027 0.848 0.962 0.902 e = sitting 0.111 0.530 0.790 0.635 f = standing 0.003 0.982 0.972 0.977 g = running 0.024 0.867 0.944 0.904 h = walking ------------------------------------------------------- 0.032 0.829 0.806 0.807 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.916 0.845 0.879 a = climbing down 0.030 0.799 0.887 0.841 b = climbing up 0.000 1.000 0.895 0.944 c = jumping 0.006 0.968 0.997 0.982 d = lying 0.042 0.805 0.944 0.869 e = sitting 0.013 0.902 0.905 0.904 f = standing 0.003 0.985 0.828 0.899 g = running 0.020 0.885 0.858 0.871 h = walking ------------------------------------------------------- 0.017 0.901 0.894 0.895 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.078 0.573 0.898 0.699 a = climbing down 0.010 0.786 0.382 0.514 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.002 0.988 0.799 0.884 d = lying 0.017 0.892 0.684 0.774 e = sitting 0.091 0.620 0.927 0.743 f = standing 0.013 0.936 0.994 0.964 g = running 0.016 0.904 0.784 0.840 h = walking ------------------------------------------------------- 0.029 0.838 0.803 0.801 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.680 0.778 a = climbing down 0.076 0.655 0.911 0.762 b = climbing up 0.000 1.000 0.851 0.919 c = jumping 0.004 0.973 0.866 0.916 d = lying 0.038 0.807 0.957 0.876 e = sitting 0.021 0.821 0.726 0.771 f = standing 0.005 0.975 0.970 0.972 g = running 0.023 0.872 0.780 0.823 h = walking ------------------------------------------------------- 0.024 0.865 0.849 0.850 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.875 0.900 a = climbing down 0.025 0.847 0.881 0.864 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.995 0.987 0.991 d = lying 0.047 0.777 0.949 0.854 e = sitting 0.010 0.913 0.692 0.787 f = standing 0.002 0.988 0.999 0.993 g = running 0.018 0.904 0.902 0.903 h = walking ------------------------------------------------------- 0.016 0.909 0.905 0.904 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.910 0.652 0.760 a = climbing down 0.089 0.618 0.923 0.740 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.003 0.985 0.966 0.976 d = lying 0.079 0.694 0.970 0.809 e = sitting 0.009 0.871 0.435 0.580 f = standing 0.004 0.980 0.999 0.989 g = running 0.020 0.862 0.663 0.749 h = walking ------------------------------------------------------- 0.030 0.848 0.820 0.813 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.310 0.616 0.413 a = climbing down 0.002 0.953 0.329 0.489 b = climbing up 0.000 1.000 0.941 0.969 c = jumping 0.000 1.000 0.687 0.814 d = lying 0.022 0.889 0.978 0.931 e = sitting 0.048 0.755 0.953 0.843 f = standing 0.041 0.825 0.999 0.904 g = running 0.005 0.976 0.926 0.950 h = walking ------------------------------------------------------- 0.024 0.868 0.813 0.809 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.754 0.816 a = climbing down 0.031 0.787 0.781 0.784 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.009 0.949 0.949 0.949 d = lying 0.032 0.794 0.858 0.825 e = sitting 0.021 0.863 0.827 0.844 f = standing 0.002 0.991 0.974 0.983 g = running 0.037 0.826 0.917 0.869 h = walking ------------------------------------------------------- 0.020 0.878 0.876 0.875 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.816 0.756 0.785 a = climbing down 0.098 0.643 0.947 0.766 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.018 0.901 0.939 0.920 d = lying 0.066 0.376 0.337 0.355 e = sitting 0.078 0.597 0.608 0.602 f = standing 0.007 0.961 0.966 0.964 g = running 0.021 0.791 0.449 0.572 h = walking ------------------------------------------------------- 0.044 0.741 0.734 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.233 0.363 0.962 0.527 a = climbing down 0.002 0.843 0.065 0.121 b = climbing up 0.002 0.894 0.994 0.941 c = jumping 0.000 0.997 0.988 0.993 d = lying 0.010 0.944 0.979 0.961 e = sitting 0.002 0.988 0.931 0.959 f = standing 0.005 0.973 0.984 0.979 g = running 0.014 0.791 0.305 0.440 h = walking ------------------------------------------------------- 0.033 0.856 0.765 0.739 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.868 0.938 0.902 a = climbing down 0.015 0.885 0.743 0.808 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.027 0.859 0.989 0.920 d = lying 0.023 0.855 0.905 0.879 e = sitting 0.007 0.950 0.815 0.878 f = standing 0.011 0.943 0.894 0.918 g = running 0.035 0.826 0.891 0.857 h = walking ------------------------------------------------------- 0.019 0.888 0.884 0.883 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.685 0.599 0.639 a = climbing down 0.074 0.700 0.904 0.789 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.007 0.947 0.828 0.884 d = lying 0.053 0.721 0.990 0.834 e = sitting 0.021 0.829 0.813 0.821 f = standing 0.001 0.996 0.824 0.902 g = running 0.012 0.897 0.740 0.811 h = walking ------------------------------------------------------- 0.029 0.837 0.819 0.819 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.744 0.775 0.759 a = climbing down 0.023 0.829 0.828 0.828 b = climbing up 0.000 1.000 0.677 0.807 c = jumping 0.051 0.688 0.768 0.726 d = lying 0.056 0.703 0.964 0.813 e = sitting 0.037 0.740 0.636 0.684 f = standing 0.009 0.964 0.816 0.884 g = running 0.027 0.836 0.813 0.824 h = walking ------------------------------------------------------- 0.030 0.808 0.796 0.797 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.736 0.782 0.758 a = climbing down 0.098 0.455 0.565 0.504 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.015 0.923 0.948 0.935 d = lying 0.015 0.899 0.918 0.908 e = sitting 0.019 0.881 0.833 0.856 f = standing 0.001 0.995 1.000 0.998 g = running 0.051 0.639 0.485 0.551 h = walking ------------------------------------------------------- 0.030 0.691 0.691 0.689 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.697 0.570 0.627 a = climbing down 0.112 0.571 0.936 0.709 b = climbing up 0.011 0.647 1.000 0.785 c = jumping 0.008 0.946 0.814 0.875 d = lying 0.021 0.819 0.648 0.723 e = sitting 0.080 0.632 0.865 0.730 f = standing 0.002 0.990 0.899 0.942 g = running 0.007 0.926 0.513 0.661 h = walking ------------------------------------------------------- 0.036 0.802 0.760 0.760 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.829 0.822 0.825 a = climbing down 0.019 0.898 0.584 0.708 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.048 0.611 0.598 0.605 d = lying 0.044 0.760 0.911 0.829 e = sitting 0.101 0.514 0.634 0.568 f = standing 0.006 0.961 0.979 0.970 g = running 0.036 0.803 0.931 0.862 h = walking ------------------------------------------------------- 0.038 0.783 0.765 0.764 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.917 0.840 0.877 a = climbing down 0.023 0.838 0.886 0.862 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.973 0.986 0.979 d = lying 0.054 0.721 0.961 0.824 e = sitting 0.010 0.936 0.846 0.889 f = standing 0.001 0.995 0.838 0.910 g = running 0.022 0.874 0.889 0.881 h = walking ------------------------------------------------------- 0.016 0.903 0.892 0.894 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.119 0.471 0.919 0.623 a = climbing down 0.017 0.683 0.375 0.484 b = climbing up 0.000 0.992 0.815 0.895 c = jumping 0.000 0.999 0.633 0.775 d = lying 0.041 0.804 0.875 0.838 e = sitting 0.077 0.654 0.855 0.741 f = standing 0.013 0.938 0.999 0.968 g = running 0.004 0.965 0.571 0.717 h = walking ------------------------------------------------------- 0.034 0.819 0.763 0.762 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.854 0.743 0.795 a = climbing down 0.047 0.734 0.864 0.794 b = climbing up 0.000 1.000 0.680 0.810 c = jumping 0.005 0.971 0.973 0.972 d = lying 0.025 0.845 0.865 0.855 e = sitting 0.022 0.864 0.840 0.852 f = standing 0.008 0.954 0.997 0.976 g = running 0.028 0.844 0.800 0.821 h = walking ------------------------------------------------------- 0.021 0.872 0.869 0.869 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.845 0.885 a = climbing down 0.040 0.791 0.914 0.848 b = climbing up 0.000 0.973 0.577 0.724 c = jumping 0.001 0.997 0.987 0.992 d = lying 0.076 0.613 0.778 0.686 e = sitting 0.035 0.690 0.506 0.584 f = standing 0.009 0.953 0.994 0.973 g = running 0.013 0.922 0.854 0.887 h = walking ------------------------------------------------------- 0.025 0.849 0.843 0.841 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.066 0.512 0.616 0.559 a = climbing down 0.157 0.429 0.772 0.552 b = climbing up 0.005 0.804 0.826 0.815 c = jumping 0.003 0.982 0.948 0.965 d = lying 0.079 0.632 0.719 0.672 e = sitting 0.048 0.522 0.369 0.432 f = standing 0.038 0.819 0.968 0.887 g = running 0.008 0.731 0.110 0.191 h = walking ------------------------------------------------------- 0.053 0.680 0.650 0.619 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.288 0.167 0.840 0.278 a = climbing down 0.002 0.917 0.163 0.276 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.000 1.000 0.318 0.483 d = lying 0.159 0.519 0.996 0.682 e = sitting 0.120 0.086 0.071 0.078 f = standing 0.034 0.851 1.000 0.919 g = running 0.003 0.048 0.001 0.002 h = walking ------------------------------------------------------- 0.065 0.547 0.458 0.408 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.809 0.781 0.795 a = climbing down 0.032 0.742 0.631 0.682 b = climbing up 0.000 0.994 0.969 0.981 c = jumping 0.012 0.930 0.942 0.936 d = lying 0.010 0.861 0.456 0.597 e = sitting 0.082 0.662 0.916 0.769 f = standing 0.001 0.993 0.995 0.994 g = running 0.048 0.784 0.894 0.835 h = walking ------------------------------------------------------- 0.030 0.831 0.821 0.814 Weighted Avg.