>> chestforearmheadshinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.950 0.863 0.904 a = climbing down 0.036 0.816 0.965 0.885 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.012 0.940 0.978 0.959 d = lying 0.081 0.291 0.260 0.275 e = sitting 0.090 0.425 0.428 0.427 f = standing 0.003 0.981 0.991 0.986 g = running 0.010 0.945 0.878 0.910 h = walking ------------------------------------------------------- 0.031 0.789 0.793 0.789 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.069 0.698 0.978 0.814 a = climbing down 0.012 0.556 0.484 0.517 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.020 0.912 0.994 0.951 d = lying 0.001 0.994 0.999 0.997 e = sitting 0.001 0.994 0.897 0.943 f = standing 0.000 1.000 1.000 1.000 g = running 0.004 0.973 0.691 0.808 h = walking ------------------------------------------------------- 0.015 0.922 0.907 0.906 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.950 0.967 0.959 a = climbing down 0.058 0.717 0.947 0.816 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.972 0.981 0.977 d = lying 0.013 0.925 0.988 0.956 e = sitting 0.004 0.971 0.951 0.961 f = standing 0.000 1.000 0.947 0.973 g = running 0.006 0.956 0.693 0.804 h = walking ------------------------------------------------------- 0.012 0.932 0.921 0.920 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.763 0.627 0.689 a = climbing down 0.088 0.671 0.962 0.790 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.983 0.842 0.907 d = lying 0.022 0.846 0.996 0.915 e = sitting 0.021 0.841 0.860 0.851 f = standing 0.000 0.998 0.972 0.985 g = running 0.006 0.945 0.650 0.770 h = walking ------------------------------------------------------- 0.024 0.871 0.854 0.853 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.123 0.471 0.923 0.623 a = climbing down 0.015 0.878 0.747 0.807 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.038 0.754 0.770 0.762 d = lying 0.035 0.781 0.950 0.858 e = sitting 0.041 0.699 0.655 0.676 f = standing 0.004 0.987 0.905 0.944 g = running 0.034 0.572 0.258 0.355 h = walking ------------------------------------------------------- 0.035 0.766 0.746 0.737 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.043 0.738 0.902 0.812 a = climbing down 0.067 0.626 0.752 0.683 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.018 0.907 0.935 0.921 d = lying 0.010 0.934 0.981 0.957 e = sitting 0.014 0.915 0.843 0.877 f = standing 0.002 0.992 1.000 0.996 g = running 0.018 0.826 0.519 0.637 h = walking ------------------------------------------------------- 0.022 0.742 0.742 0.735 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.050 0.681 0.812 0.741 a = climbing down 0.023 0.853 0.796 0.824 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.005 0.962 0.919 0.940 d = lying 0.016 0.885 0.809 0.845 e = sitting 0.040 0.792 0.894 0.840 f = standing 0.000 0.999 0.983 0.991 g = running 0.029 0.814 0.745 0.778 h = walking ------------------------------------------------------- 0.022 0.864 0.858 0.859 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.802 0.937 0.864 a = climbing down 0.030 0.852 0.576 0.687 b = climbing up 0.000 1.000 0.124 0.221 c = jumping 0.045 0.709 0.728 0.719 d = lying 0.013 0.891 0.975 0.931 e = sitting 0.111 0.518 0.712 0.600 f = standing 0.036 0.820 0.973 0.890 g = running 0.012 0.921 0.840 0.878 h = walking ------------------------------------------------------- 0.039 0.794 0.770 0.764 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.989 0.779 0.871 a = climbing down 0.023 0.845 0.894 0.869 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.010 0.948 0.997 0.972 d = lying 0.032 0.823 0.968 0.889 e = sitting 0.011 0.918 0.900 0.909 f = standing 0.001 0.995 0.847 0.915 g = running 0.027 0.863 0.962 0.910 h = walking ------------------------------------------------------- 0.014 0.917 0.910 0.909 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.926 0.914 a = climbing down 0.013 0.871 0.827 0.849 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.003 0.978 0.774 0.864 d = lying 0.010 0.934 0.735 0.822 e = sitting 0.087 0.649 0.966 0.776 f = standing 0.002 0.989 0.998 0.993 g = running 0.011 0.943 0.944 0.944 h = walking ------------------------------------------------------- 0.019 0.903 0.882 0.885 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.705 0.816 a = climbing down 0.028 0.789 0.631 0.701 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.003 0.981 0.858 0.915 d = lying 0.021 0.870 0.921 0.894 e = sitting 0.030 0.803 0.873 0.837 f = standing 0.002 0.988 0.999 0.994 g = running 0.079 0.683 0.959 0.798 h = walking ------------------------------------------------------- 0.024 0.872 0.857 0.857 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.852 0.857 a = climbing down 0.049 0.743 0.903 0.815 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.000 0.999 0.987 0.993 d = lying 0.049 0.732 0.866 0.793 e = sitting 0.022 0.830 0.690 0.753 f = standing 0.000 0.997 1.000 0.999 g = running 0.003 0.981 0.809 0.886 h = walking ------------------------------------------------------- 0.019 0.888 0.878 0.879 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.965 0.688 0.803 a = climbing down 0.155 0.514 0.980 0.674 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.001 0.995 0.972 0.983 d = lying 0.092 0.583 0.982 0.732 e = sitting 0.006 0.914 0.391 0.548 f = standing 0.002 0.992 1.000 0.996 g = running 0.006 0.905 0.313 0.465 h = walking ------------------------------------------------------- 0.035 0.850 0.772 0.756 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.238 0.220 0.968 0.358 a = climbing down 0.002 0.957 0.232 0.373 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.902 0.949 d = lying 0.036 0.825 0.987 0.899 e = sitting 0.013 0.911 0.820 0.863 f = standing 0.004 0.978 1.000 0.989 g = running 0.006 0.910 0.277 0.425 h = walking ------------------------------------------------------- 0.024 0.886 0.726 0.730 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.800 0.860 a = climbing down 0.075 0.657 0.914 0.764 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.955 0.981 0.968 d = lying 0.012 0.876 0.552 0.677 e = sitting 0.065 0.702 0.923 0.797 f = standing 0.000 0.999 0.995 0.997 g = running 0.012 0.907 0.681 0.778 h = walking ------------------------------------------------------- 0.025 0.866 0.845 0.843 Weighted Avg. >> chestforearmheadshinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.816 0.764 0.790 a = climbing down 0.057 0.742 0.983 0.846 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.004 0.978 0.986 0.982 d = lying 0.076 0.262 0.212 0.234 e = sitting 0.101 0.417 0.467 0.441 f = standing 0.003 0.985 0.879 0.929 g = running 0.008 0.953 0.847 0.897 h = walking ------------------------------------------------------- 0.035 0.767 0.764 0.761 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.121 0.567 0.974 0.717 a = climbing down 0.010 0.589 0.462 0.518 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.048 0.811 0.981 0.888 d = lying 0.001 0.997 0.995 0.996 e = sitting 0.004 0.974 0.766 0.858 f = standing 0.001 0.994 1.000 0.997 g = running 0.002 0.977 0.471 0.636 h = walking ------------------------------------------------------- 0.027 0.884 0.840 0.835 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.953 0.976 0.964 a = climbing down 0.042 0.776 0.940 0.850 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.969 0.957 0.963 d = lying 0.025 0.860 0.985 0.918 e = sitting 0.008 0.941 0.953 0.947 f = standing 0.000 1.000 0.884 0.939 g = running 0.006 0.960 0.781 0.861 h = walking ------------------------------------------------------- 0.012 0.928 0.920 0.920 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.719 0.535 0.614 a = climbing down 0.082 0.687 0.984 0.809 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.990 0.863 0.922 d = lying 0.037 0.762 0.998 0.864 e = sitting 0.018 0.870 0.850 0.860 f = standing 0.000 0.999 0.924 0.960 g = running 0.005 0.956 0.732 0.829 h = walking ------------------------------------------------------- 0.024 0.865 0.848 0.846 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.116 0.492 0.914 0.640 a = climbing down 0.022 0.845 0.873 0.858 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.015 0.894 0.814 0.852 d = lying 0.037 0.769 0.952 0.851 e = sitting 0.032 0.778 0.789 0.783 f = standing 0.005 0.983 0.918 0.950 g = running 0.015 0.746 0.260 0.385 h = walking ------------------------------------------------------- 0.029 0.815 0.787 0.775 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.034 0.792 0.909 0.847 a = climbing down 0.077 0.574 0.708 0.634 b = climbing up 0.000 1.000 0.333 0.500 c = jumping 0.033 0.840 0.920 0.878 d = lying 0.011 0.928 0.975 0.951 e = sitting 0.016 0.891 0.757 0.819 f = standing 0.001 0.994 1.000 0.997 g = running 0.024 0.782 0.516 0.622 h = walking ------------------------------------------------------- 0.027 0.836 0.830 0.827 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.048 0.688 0.813 0.745 a = climbing down 0.024 0.859 0.862 0.860 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.013 0.910 0.903 0.907 d = lying 0.014 0.890 0.794 0.839 e = sitting 0.044 0.779 0.865 0.820 f = standing 0.000 0.999 0.983 0.991 g = running 0.014 0.903 0.771 0.832 h = walking ------------------------------------------------------- 0.021 0.870 0.864 0.865 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.816 0.968 0.885 a = climbing down 0.031 0.854 0.588 0.696 b = climbing up 0.000 1.000 0.218 0.358 c = jumping 0.042 0.706 0.717 0.711 d = lying 0.015 0.876 0.969 0.920 e = sitting 0.102 0.546 0.724 0.622 f = standing 0.030 0.844 0.968 0.902 g = running 0.021 0.875 0.836 0.855 h = walking ------------------------------------------------------- 0.038 0.795 0.777 0.771 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.975 0.857 0.912 a = climbing down 0.026 0.829 0.901 0.864 b = climbing up 0.000 1.000 0.965 0.982 c = jumping 0.008 0.954 0.977 0.965 d = lying 0.013 0.918 0.967 0.942 e = sitting 0.013 0.907 0.920 0.914 f = standing 0.001 0.996 0.933 0.964 g = running 0.020 0.890 0.913 0.901 h = walking ------------------------------------------------------- 0.011 0.930 0.928 0.928 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.023 0.783 0.954 0.860 a = climbing down 0.009 0.897 0.596 0.716 b = climbing up 0.000 1.000 0.936 0.967 c = jumping 0.010 0.896 0.476 0.622 d = lying 0.012 0.919 0.694 0.791 e = sitting 0.142 0.520 0.944 0.671 f = standing 0.003 0.985 0.999 0.992 g = running 0.031 0.853 0.945 0.897 h = walking ------------------------------------------------------- 0.032 0.848 0.801 0.799 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.779 0.857 a = climbing down 0.035 0.807 0.822 0.814 b = climbing up 0.000 1.000 0.938 0.968 c = jumping 0.000 0.996 0.422 0.593 d = lying 0.020 0.877 0.929 0.902 e = sitting 0.098 0.560 0.912 0.694 f = standing 0.002 0.990 0.997 0.993 g = running 0.037 0.813 0.919 0.863 h = walking ------------------------------------------------------- 0.026 0.866 0.829 0.824 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.970 0.874 0.920 a = climbing down 0.033 0.816 0.968 0.885 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.002 0.989 0.977 0.983 d = lying 0.049 0.726 0.872 0.792 e = sitting 0.023 0.839 0.696 0.760 f = standing 0.003 0.985 1.000 0.992 g = running 0.004 0.974 0.891 0.930 h = walking ------------------------------------------------------- 0.016 0.905 0.898 0.898 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.727 0.830 a = climbing down 0.117 0.572 0.972 0.720 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.108 0.536 0.986 0.694 e = sitting 0.011 0.873 0.395 0.544 f = standing 0.001 0.994 1.000 0.997 g = running 0.006 0.931 0.478 0.632 h = walking ------------------------------------------------------- 0.031 0.854 0.785 0.778 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.225 0.209 0.855 0.336 a = climbing down 0.001 0.957 0.209 0.343 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.003 0.986 0.943 0.964 d = lying 0.039 0.812 0.993 0.893 e = sitting 0.006 0.958 0.792 0.867 f = standing 0.012 0.937 1.000 0.968 g = running 0.014 0.823 0.301 0.441 h = walking ------------------------------------------------------- 0.026 0.867 0.726 0.729 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.904 0.788 0.842 a = climbing down 0.060 0.686 0.861 0.764 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.003 0.985 0.956 0.970 d = lying 0.010 0.900 0.579 0.705 e = sitting 0.070 0.691 0.935 0.794 f = standing 0.000 0.999 0.998 0.999 g = running 0.020 0.873 0.763 0.814 h = walking ------------------------------------------------------- 0.024 0.869 0.852 0.851 Weighted Avg. >> chestforearmheadshinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.841 0.887 a = climbing down 0.034 0.819 0.955 0.882 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.007 0.962 0.981 0.971 d = lying 0.083 0.399 0.332 0.363 e = sitting 0.105 0.379 0.430 0.403 f = standing 0.003 0.983 0.964 0.974 g = running 0.009 0.947 0.915 0.931 h = walking ------------------------------------------------------- 0.034 0.785 0.786 0.784 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.094 0.631 0.986 0.770 a = climbing down 0.016 0.500 0.495 0.497 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.014 0.939 0.993 0.965 d = lying 0.001 0.995 0.992 0.993 e = sitting 0.002 0.988 0.928 0.957 f = standing 0.001 0.994 1.000 0.997 g = running 0.002 0.987 0.561 0.715 h = walking ------------------------------------------------------- 0.017 0.917 0.888 0.886 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.985 0.975 a = climbing down 0.030 0.826 0.915 0.868 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.005 0.969 0.983 0.976 d = lying 0.015 0.911 0.970 0.940 e = sitting 0.006 0.952 0.931 0.942 f = standing 0.000 0.999 0.946 0.972 g = running 0.011 0.937 0.850 0.891 h = walking ------------------------------------------------------- 0.010 0.941 0.938 0.938 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.807 0.640 0.714 a = climbing down 0.103 0.638 0.979 0.773 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.977 0.857 0.913 d = lying 0.028 0.807 0.988 0.888 e = sitting 0.020 0.840 0.805 0.822 f = standing 0.001 0.998 0.952 0.974 g = running 0.003 0.971 0.607 0.747 h = walking ------------------------------------------------------- 0.026 0.870 0.843 0.843 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.097 0.529 0.912 0.669 a = climbing down 0.026 0.832 0.908 0.868 b = climbing up 0.000 1.000 0.907 0.951 c = jumping 0.034 0.787 0.822 0.804 d = lying 0.030 0.802 0.925 0.859 e = sitting 0.038 0.723 0.690 0.706 f = standing 0.002 0.992 0.915 0.952 g = running 0.012 0.834 0.349 0.492 h = walking ------------------------------------------------------- 0.029 0.817 0.790 0.782 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.023 0.833 0.907 0.868 a = climbing down 0.073 0.594 0.758 0.666 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.016 0.913 0.954 0.933 d = lying 0.014 0.920 0.960 0.939 e = sitting 0.013 0.917 0.838 0.876 f = standing 0.001 0.995 1.000 0.997 g = running 0.022 0.796 0.538 0.642 h = walking ------------------------------------------------------- 0.021 0.865 0.858 0.857 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.901 0.828 0.863 a = climbing down 0.021 0.875 0.872 0.874 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.957 0.932 0.944 d = lying 0.023 0.830 0.769 0.799 e = sitting 0.044 0.766 0.844 0.803 f = standing 0.000 0.999 0.984 0.991 g = running 0.021 0.885 0.947 0.915 h = walking ------------------------------------------------------- 0.018 0.892 0.890 0.890 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.878 0.963 0.919 a = climbing down 0.040 0.817 0.576 0.676 b = climbing up 0.000 1.000 0.276 0.432 c = jumping 0.040 0.720 0.734 0.727 d = lying 0.010 0.912 0.963 0.937 e = sitting 0.099 0.561 0.754 0.644 f = standing 0.037 0.816 0.976 0.889 g = running 0.023 0.857 0.800 0.828 h = walking ------------------------------------------------------- 0.040 0.792 0.777 0.772 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.983 0.866 0.921 a = climbing down 0.025 0.833 0.916 0.873 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.008 0.953 0.997 0.975 d = lying 0.018 0.902 0.952 0.926 e = sitting 0.011 0.914 0.908 0.911 f = standing 0.001 0.996 0.921 0.957 g = running 0.017 0.903 0.913 0.908 h = walking ------------------------------------------------------- 0.011 0.932 0.929 0.929 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.894 0.969 0.930 a = climbing down 0.018 0.821 0.800 0.811 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.001 0.992 0.782 0.874 d = lying 0.015 0.869 0.500 0.635 e = sitting 0.131 0.544 0.946 0.691 f = standing 0.003 0.986 0.995 0.991 g = running 0.013 0.930 0.898 0.914 h = walking ------------------------------------------------------- 0.027 0.873 0.835 0.836 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.770 0.855 a = climbing down 0.034 0.786 0.760 0.773 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.002 0.984 0.868 0.922 d = lying 0.027 0.838 0.921 0.878 e = sitting 0.030 0.789 0.815 0.802 f = standing 0.002 0.991 0.999 0.995 g = running 0.045 0.787 0.938 0.856 h = walking ------------------------------------------------------- 0.020 0.882 0.875 0.875 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.906 0.921 a = climbing down 0.026 0.848 0.932 0.888 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.999 0.991 0.995 d = lying 0.057 0.726 0.966 0.829 e = sitting 0.007 0.939 0.640 0.761 f = standing 0.000 1.000 1.000 1.000 g = running 0.006 0.968 0.907 0.937 h = walking ------------------------------------------------------- 0.014 0.922 0.911 0.910 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.693 0.811 a = climbing down 0.115 0.583 0.948 0.722 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.994 0.972 0.983 d = lying 0.105 0.551 0.990 0.708 e = sitting 0.005 0.901 0.297 0.447 f = standing 0.001 0.992 1.000 0.996 g = running 0.013 0.877 0.528 0.659 h = walking ------------------------------------------------------- 0.032 0.851 0.789 0.777 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.244 0.196 0.874 0.320 a = climbing down 0.003 0.924 0.236 0.376 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.012 0.937 0.979 0.958 e = sitting 0.012 0.928 0.939 0.934 f = standing 0.014 0.927 1.000 0.962 g = running 0.003 0.948 0.229 0.369 h = walking ------------------------------------------------------- 0.022 0.899 0.734 0.737 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.836 0.882 a = climbing down 0.035 0.796 0.896 0.843 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.975 0.977 0.976 d = lying 0.018 0.862 0.765 0.810 e = sitting 0.035 0.809 0.889 0.847 f = standing 0.000 0.999 0.998 0.999 g = running 0.013 0.928 0.900 0.914 h = walking ------------------------------------------------------- 0.015 0.906 0.903 0.904 Weighted Avg. >> chestforearmheadthighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.954 0.769 0.852 a = climbing down 0.047 0.777 0.982 0.867 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.006 0.968 0.968 0.968 d = lying 0.077 0.295 0.254 0.273 e = sitting 0.098 0.454 0.495 0.474 f = standing 0.003 0.986 0.974 0.980 g = running 0.007 0.961 0.907 0.933 h = walking ------------------------------------------------------- 0.032 0.793 0.790 0.789 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.714 0.985 0.828 a = climbing down 0.011 0.540 0.398 0.458 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.010 0.955 0.985 0.970 d = lying 0.013 0.940 0.992 0.965 e = sitting 0.003 0.983 0.887 0.932 f = standing 0.001 0.987 1.000 0.994 g = running 0.004 0.978 0.736 0.840 h = walking ------------------------------------------------------- 0.015 0.919 0.908 0.907 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.983 0.972 a = climbing down 0.031 0.828 0.937 0.879 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.007 0.958 0.982 0.970 d = lying 0.007 0.955 0.983 0.969 e = sitting 0.004 0.972 0.942 0.957 f = standing 0.001 0.994 0.970 0.982 g = running 0.007 0.956 0.841 0.895 h = walking ------------------------------------------------------- 0.009 0.949 0.947 0.947 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.770 0.691 0.729 a = climbing down 0.065 0.734 0.966 0.835 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.962 0.869 0.913 d = lying 0.035 0.772 0.993 0.868 e = sitting 0.017 0.863 0.826 0.844 f = standing 0.000 0.998 0.922 0.958 g = running 0.003 0.970 0.729 0.833 h = walking ------------------------------------------------------- 0.022 0.878 0.863 0.863 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.039 0.728 0.889 0.800 a = climbing down 0.018 0.869 0.861 0.865 b = climbing up 0.000 1.000 0.801 0.890 c = jumping 0.041 0.743 0.803 0.772 d = lying 0.032 0.810 0.988 0.891 e = sitting 0.030 0.783 0.700 0.739 f = standing 0.004 0.983 0.892 0.935 g = running 0.020 0.861 0.738 0.795 h = walking ------------------------------------------------------- 0.024 0.846 0.838 0.839 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.764 0.907 0.829 a = climbing down 0.077 0.568 0.680 0.619 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.013 0.931 0.953 0.942 d = lying 0.007 0.955 0.945 0.950 e = sitting 0.016 0.906 0.888 0.897 f = standing 0.001 0.994 1.000 0.997 g = running 0.030 0.731 0.487 0.585 h = walking ------------------------------------------------------- 0.023 0.731 0.733 0.727 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.801 0.814 0.808 a = climbing down 0.026 0.849 0.859 0.854 b = climbing up 0.001 0.970 1.000 0.985 c = jumping 0.009 0.937 0.902 0.919 d = lying 0.020 0.845 0.735 0.786 e = sitting 0.053 0.735 0.872 0.798 f = standing 0.001 0.997 0.959 0.978 g = running 0.019 0.885 0.866 0.875 h = walking ------------------------------------------------------- 0.021 0.871 0.866 0.867 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.822 0.965 0.887 a = climbing down 0.028 0.862 0.568 0.684 b = climbing up 0.000 1.000 0.069 0.129 c = jumping 0.037 0.740 0.739 0.740 d = lying 0.013 0.882 0.940 0.910 e = sitting 0.106 0.544 0.746 0.629 f = standing 0.029 0.850 0.977 0.909 g = running 0.030 0.828 0.847 0.838 h = walking ------------------------------------------------------- 0.038 0.795 0.775 0.766 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.844 0.906 a = climbing down 0.024 0.841 0.923 0.880 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.010 0.946 0.997 0.971 d = lying 0.037 0.788 0.931 0.854 e = sitting 0.013 0.916 0.835 0.874 f = standing 0.000 0.999 0.897 0.945 g = running 0.019 0.890 0.913 0.901 h = walking ------------------------------------------------------- 0.014 0.915 0.909 0.909 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.850 0.967 0.905 a = climbing down 0.015 0.845 0.796 0.820 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.002 0.989 0.794 0.881 d = lying 0.015 0.881 0.566 0.689 e = sitting 0.115 0.580 0.950 0.720 f = standing 0.003 0.987 1.000 0.994 g = running 0.010 0.949 0.906 0.927 h = walking ------------------------------------------------------- 0.024 0.880 0.849 0.850 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.773 0.857 a = climbing down 0.029 0.793 0.705 0.746 b = climbing up 0.000 0.993 0.856 0.919 c = jumping 0.003 0.983 0.914 0.948 d = lying 0.031 0.807 0.880 0.842 e = sitting 0.029 0.828 0.820 0.824 f = standing 0.004 0.980 0.998 0.989 g = running 0.054 0.748 0.944 0.834 h = walking ------------------------------------------------------- 0.022 0.875 0.868 0.868 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.881 0.908 a = climbing down 0.042 0.781 0.951 0.858 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.000 0.999 0.992 0.996 d = lying 0.076 0.628 0.823 0.712 e = sitting 0.028 0.742 0.517 0.610 f = standing 0.001 0.995 1.000 0.997 g = running 0.003 0.981 0.838 0.904 h = walking ------------------------------------------------------- 0.021 0.874 0.864 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.984 0.650 0.783 a = climbing down 0.143 0.531 0.973 0.687 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.001 0.996 0.967 0.981 d = lying 0.108 0.536 0.955 0.687 e = sitting 0.010 0.810 0.283 0.419 f = standing 0.002 0.989 1.000 0.995 g = running 0.008 0.903 0.408 0.562 h = walking ------------------------------------------------------- 0.036 0.835 0.762 0.748 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.211 0.237 0.947 0.379 a = climbing down 0.002 0.929 0.192 0.318 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 1.000 0.936 0.967 d = lying 0.136 0.561 0.998 0.718 e = sitting 0.009 0.757 0.181 0.292 f = standing 0.007 0.962 1.000 0.980 g = running 0.010 0.903 0.416 0.570 h = walking ------------------------------------------------------- 0.038 0.819 0.663 0.646 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.876 0.854 0.865 a = climbing down 0.038 0.763 0.811 0.786 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.962 0.979 0.970 d = lying 0.010 0.857 0.411 0.556 e = sitting 0.087 0.649 0.935 0.766 f = standing 0.000 0.999 0.998 0.999 g = running 0.018 0.896 0.866 0.881 h = walking ------------------------------------------------------- 0.024 0.864 0.850 0.843 Weighted Avg. >> chestforearmshinthighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.831 0.885 a = climbing down 0.044 0.788 0.990 0.878 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.009 0.947 0.816 0.877 d = lying 0.073 0.301 0.245 0.270 e = sitting 0.125 0.379 0.491 0.428 f = standing 0.003 0.986 0.968 0.977 g = running 0.003 0.979 0.884 0.930 h = walking ------------------------------------------------------- 0.034 0.787 0.771 0.775 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.037 0.811 0.985 0.889 a = climbing down 0.005 0.748 0.495 0.595 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.004 0.983 0.990 0.987 d = lying 0.001 0.993 0.995 0.994 e = sitting 0.002 0.989 0.974 0.982 f = standing 0.001 0.992 1.000 0.996 g = running 0.005 0.975 0.869 0.919 h = walking ------------------------------------------------------- 0.007 0.955 0.953 0.951 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.984 0.978 a = climbing down 0.020 0.873 0.921 0.896 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.019 0.897 0.987 0.940 d = lying 0.012 0.924 0.990 0.956 e = sitting 0.002 0.984 0.873 0.925 f = standing 0.001 0.997 0.946 0.971 g = running 0.011 0.937 0.890 0.913 h = walking ------------------------------------------------------- 0.010 0.943 0.940 0.940 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.790 0.667 0.724 a = climbing down 0.066 0.730 0.966 0.831 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.005 0.964 0.798 0.873 d = lying 0.029 0.800 0.998 0.888 e = sitting 0.028 0.798 0.847 0.822 f = standing 0.000 0.999 0.938 0.967 g = running 0.004 0.963 0.775 0.859 h = walking ------------------------------------------------------- 0.022 0.875 0.861 0.861 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.094 0.535 0.910 0.674 a = climbing down 0.020 0.856 0.829 0.842 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.040 0.761 0.841 0.799 d = lying 0.039 0.765 0.970 0.855 e = sitting 0.027 0.776 0.661 0.714 f = standing 0.001 0.996 0.881 0.935 g = running 0.024 0.740 0.395 0.515 h = walking ------------------------------------------------------- 0.030 0.806 0.784 0.779 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.776 0.904 0.835 a = climbing down 0.089 0.523 0.658 0.583 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.025 0.880 0.942 0.910 d = lying 0.009 0.940 0.975 0.957 e = sitting 0.013 0.915 0.812 0.861 f = standing 0.002 0.992 1.000 0.996 g = running 0.030 0.708 0.443 0.545 h = walking ------------------------------------------------------- 0.025 0.717 0.717 0.711 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.015 0.876 0.856 0.866 a = climbing down 0.026 0.849 0.909 0.878 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.959 0.880 0.917 d = lying 0.013 0.901 0.793 0.843 e = sitting 0.050 0.750 0.902 0.819 f = standing 0.000 0.999 0.985 0.992 g = running 0.011 0.934 0.890 0.912 h = walking ------------------------------------------------------- 0.017 0.901 0.895 0.896 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.863 0.972 0.914 a = climbing down 0.022 0.888 0.585 0.705 b = climbing up 0.000 1.000 0.034 0.067 c = jumping 0.049 0.625 0.583 0.603 d = lying 0.013 0.887 0.972 0.928 e = sitting 0.123 0.478 0.678 0.561 f = standing 0.033 0.829 0.974 0.896 g = running 0.024 0.865 0.874 0.869 h = walking ------------------------------------------------------- 0.040 0.786 0.759 0.752 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.973 0.868 0.918 a = climbing down 0.019 0.868 0.895 0.881 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.004 0.977 0.998 0.988 d = lying 0.021 0.876 0.974 0.922 e = sitting 0.007 0.944 0.947 0.946 f = standing 0.001 0.997 0.901 0.946 g = running 0.021 0.888 0.939 0.912 h = walking ------------------------------------------------------- 0.010 0.937 0.934 0.934 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.026 0.774 0.975 0.863 a = climbing down 0.007 0.883 0.484 0.625 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.003 0.982 0.788 0.874 d = lying 0.010 0.935 0.694 0.797 e = sitting 0.093 0.634 0.968 0.766 f = standing 0.002 0.992 1.000 0.996 g = running 0.033 0.849 0.954 0.899 h = walking ------------------------------------------------------- 0.024 0.878 0.851 0.848 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.975 0.781 0.867 a = climbing down 0.039 0.787 0.883 0.833 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.003 0.982 0.920 0.950 d = lying 0.015 0.905 0.927 0.916 e = sitting 0.021 0.858 0.901 0.879 f = standing 0.003 0.985 0.998 0.992 g = running 0.024 0.873 0.915 0.894 h = walking ------------------------------------------------------- 0.015 0.913 0.908 0.908 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.885 0.915 a = climbing down 0.033 0.820 0.954 0.882 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.000 0.999 0.991 0.995 d = lying 0.050 0.736 0.885 0.804 e = sitting 0.019 0.849 0.685 0.758 f = standing 0.000 0.999 1.000 1.000 g = running 0.004 0.974 0.882 0.926 h = walking ------------------------------------------------------- 0.015 0.909 0.903 0.903 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.988 0.667 0.796 a = climbing down 0.146 0.530 0.986 0.690 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.001 0.993 0.976 0.985 d = lying 0.094 0.578 0.989 0.730 e = sitting 0.004 0.932 0.365 0.524 f = standing 0.001 0.994 1.000 0.997 g = running 0.005 0.929 0.394 0.554 h = walking ------------------------------------------------------- 0.034 0.861 0.781 0.768 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.163 0.261 0.834 0.397 a = climbing down 0.002 0.929 0.166 0.281 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.885 0.939 d = lying 0.034 0.834 0.992 0.906 e = sitting 0.017 0.886 0.825 0.855 f = standing 0.018 0.911 1.000 0.953 g = running 0.008 0.948 0.687 0.797 h = walking ------------------------------------------------------- 0.023 0.879 0.780 0.779 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.007 0.939 0.832 0.883 a = climbing down 0.044 0.754 0.885 0.814 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.958 0.962 d = lying 0.011 0.889 0.574 0.698 e = sitting 0.066 0.701 0.932 0.800 f = standing 0.000 1.000 0.998 0.999 g = running 0.015 0.913 0.852 0.881 h = walking ------------------------------------------------------- 0.021 0.885 0.872 0.871 Weighted Avg. >> chestheadshinthighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.800 0.838 0.819 a = climbing down 0.037 0.828 0.989 0.901 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.961 0.978 0.969 d = lying 0.078 0.296 0.260 0.277 e = sitting 0.093 0.423 0.444 0.433 f = standing 0.002 0.985 0.855 0.916 g = running 0.005 0.971 0.905 0.937 h = walking ------------------------------------------------------- 0.032 0.783 0.783 0.780 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.106 0.561 0.979 0.713 a = climbing down 0.006 0.939 0.661 0.776 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.012 0.929 0.990 0.959 d = lying 0.001 0.993 0.993 0.993 e = sitting 0.001 0.991 0.917 0.953 f = standing 0.002 0.990 1.000 0.995 g = running 0.007 0.943 0.610 0.741 h = walking ------------------------------------------------------- 0.017 0.916 0.881 0.883 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.004 0.969 0.973 0.971 a = climbing down 0.038 0.795 0.957 0.868 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.974 0.986 0.980 d = lying 0.017 0.898 0.995 0.944 e = sitting 0.002 0.982 0.957 0.970 f = standing 0.000 0.998 0.923 0.959 g = running 0.006 0.965 0.801 0.875 h = walking ------------------------------------------------------- 0.010 0.944 0.938 0.938 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.014 0.869 0.592 0.704 a = climbing down 0.092 0.667 0.987 0.796 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.003 0.976 0.864 0.917 d = lying 0.029 0.806 0.999 0.892 e = sitting 0.018 0.859 0.849 0.854 f = standing 0.001 0.997 0.931 0.963 g = running 0.005 0.961 0.761 0.850 h = walking ------------------------------------------------------- 0.023 0.884 0.861 0.861 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.121 0.470 0.902 0.618 a = climbing down 0.015 0.891 0.869 0.880 b = climbing up 0.000 1.000 0.722 0.838 c = jumping 0.037 0.772 0.814 0.792 d = lying 0.033 0.794 0.961 0.869 e = sitting 0.033 0.744 0.669 0.705 f = standing 0.006 0.977 0.913 0.944 g = running 0.017 0.741 0.277 0.403 h = walking ------------------------------------------------------- 0.031 0.800 0.770 0.760 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.847 0.886 0.866 a = climbing down 0.070 0.615 0.763 0.681 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.015 0.920 0.953 0.936 d = lying 0.009 0.941 0.978 0.959 e = sitting 0.011 0.932 0.861 0.895 f = standing 0.001 0.993 1.000 0.996 g = running 0.028 0.809 0.624 0.704 h = walking ------------------------------------------------------- 0.019 0.757 0.758 0.755 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.786 0.882 0.831 a = climbing down 0.018 0.889 0.871 0.880 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.005 0.960 0.917 0.938 d = lying 0.016 0.888 0.833 0.859 e = sitting 0.036 0.802 0.890 0.844 f = standing 0.001 0.994 0.985 0.990 g = running 0.011 0.924 0.845 0.883 h = walking ------------------------------------------------------- 0.017 0.898 0.894 0.895 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.871 0.952 0.910 a = climbing down 0.015 0.920 0.559 0.695 b = climbing up 0.000 1.000 0.701 0.824 c = jumping 0.038 0.726 0.716 0.721 d = lying 0.010 0.910 0.979 0.943 e = sitting 0.100 0.565 0.754 0.646 f = standing 0.030 0.843 0.971 0.902 g = running 0.030 0.840 0.929 0.883 h = walking ------------------------------------------------------- 0.034 0.818 0.797 0.793 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.895 0.929 a = climbing down 0.018 0.879 0.919 0.899 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.010 0.947 0.997 0.971 d = lying 0.038 0.797 0.969 0.874 e = sitting 0.007 0.945 0.903 0.924 f = standing 0.002 0.992 0.833 0.906 g = running 0.015 0.919 0.936 0.927 h = walking ------------------------------------------------------- 0.013 0.926 0.920 0.920 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.851 0.956 0.900 a = climbing down 0.009 0.898 0.790 0.841 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.002 0.985 0.811 0.890 d = lying 0.010 0.930 0.699 0.798 e = sitting 0.087 0.643 0.958 0.770 f = standing 0.004 0.978 0.999 0.988 g = running 0.010 0.943 0.911 0.927 h = walking ------------------------------------------------------- 0.020 0.898 0.876 0.878 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.764 0.854 a = climbing down 0.030 0.806 0.785 0.796 b = climbing up 0.000 1.000 0.917 0.957 c = jumping 0.003 0.982 0.873 0.925 d = lying 0.018 0.894 0.929 0.911 e = sitting 0.026 0.818 0.886 0.850 f = standing 0.002 0.988 0.998 0.993 g = running 0.043 0.814 0.953 0.878 h = walking ------------------------------------------------------- 0.018 0.898 0.892 0.892 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.885 0.925 a = climbing down 0.029 0.842 0.967 0.900 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.999 0.991 0.995 d = lying 0.053 0.724 0.890 0.799 e = sitting 0.018 0.851 0.665 0.746 f = standing 0.000 0.998 1.000 0.999 g = running 0.004 0.975 0.905 0.939 h = walking ------------------------------------------------------- 0.015 0.913 0.906 0.906 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.984 0.645 0.779 a = climbing down 0.127 0.542 0.978 0.698 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.994 0.974 0.984 d = lying 0.090 0.672 0.988 0.800 e = sitting 0.005 0.912 0.382 0.539 f = standing 0.002 0.989 1.000 0.995 g = running 0.007 0.929 0.505 0.654 h = walking ------------------------------------------------------- 0.034 0.861 0.800 0.790 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.121 0.315 0.808 0.453 a = climbing down 0.004 0.890 0.237 0.374 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.000 1.000 0.918 0.957 d = lying 0.037 0.823 0.993 0.900 e = sitting 0.009 0.937 0.814 0.871 f = standing 0.020 0.906 1.000 0.951 g = running 0.004 0.981 0.869 0.921 h = walking ------------------------------------------------------- 0.019 0.888 0.825 0.822 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.804 0.858 a = climbing down 0.045 0.741 0.871 0.801 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.004 0.975 0.980 0.977 d = lying 0.011 0.888 0.587 0.707 e = sitting 0.060 0.716 0.933 0.810 f = standing 0.001 0.996 0.997 0.996 g = running 0.019 0.894 0.850 0.872 h = walking ------------------------------------------------------- 0.021 0.882 0.871 0.869 Weighted Avg. >> forearmheadshinthighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.846 0.899 a = climbing down 0.044 0.788 0.989 0.877 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.011 0.941 0.980 0.960 d = lying 0.073 0.303 0.252 0.275 e = sitting 0.090 0.449 0.479 0.464 f = standing 0.002 0.989 0.973 0.981 g = running 0.006 0.963 0.869 0.914 h = walking ------------------------------------------------------- 0.030 0.796 0.798 0.794 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.132 0.543 0.985 0.700 a = climbing down 0.003 0.738 0.258 0.382 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.012 0.944 0.991 0.967 d = lying 0.001 0.996 0.991 0.993 e = sitting 0.002 0.990 0.934 0.961 f = standing 0.002 0.981 1.000 0.991 g = running 0.002 0.983 0.471 0.637 h = walking ------------------------------------------------------- 0.021 0.912 0.867 0.861 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.009 0.928 0.970 0.948 a = climbing down 0.039 0.784 0.921 0.847 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.967 0.981 0.974 d = lying 0.012 0.929 0.988 0.958 e = sitting 0.004 0.972 0.951 0.962 f = standing 0.000 0.998 0.948 0.972 g = running 0.008 0.952 0.792 0.864 h = walking ------------------------------------------------------- 0.010 0.938 0.933 0.933 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.039 0.678 0.530 0.594 a = climbing down 0.092 0.677 0.968 0.797 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.002 0.982 0.849 0.911 d = lying 0.022 0.843 0.997 0.914 e = sitting 0.021 0.842 0.875 0.858 f = standing 0.000 0.999 0.932 0.964 g = running 0.005 0.958 0.707 0.814 h = walking ------------------------------------------------------- 0.026 0.860 0.845 0.843 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.061 0.623 0.851 0.719 a = climbing down 0.035 0.781 0.891 0.832 b = climbing up 0.000 1.000 0.735 0.847 c = jumping 0.039 0.761 0.808 0.783 d = lying 0.041 0.754 0.952 0.841 e = sitting 0.035 0.733 0.659 0.694 f = standing 0.006 0.977 0.878 0.925 g = running 0.015 0.866 0.550 0.672 h = walking ------------------------------------------------------- 0.029 0.814 0.797 0.795 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.046 0.717 0.854 0.779 a = climbing down 0.095 0.506 0.655 0.571 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.915 0.943 0.929 d = lying 0.010 0.933 0.970 0.951 e = sitting 0.013 0.919 0.851 0.883 f = standing 0.000 0.998 1.000 0.999 g = running 0.028 0.713 0.411 0.522 h = walking ------------------------------------------------------- 0.028 0.826 0.819 0.814 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.041 0.710 0.769 0.739 a = climbing down 0.026 0.843 0.811 0.826 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.006 0.960 0.935 0.947 d = lying 0.018 0.870 0.808 0.838 e = sitting 0.038 0.802 0.899 0.848 f = standing 0.000 0.999 0.965 0.982 g = running 0.024 0.855 0.836 0.845 h = walking ------------------------------------------------------- 0.021 0.872 0.868 0.869 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.897 0.898 a = climbing down 0.016 0.917 0.595 0.722 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.040 0.717 0.741 0.729 d = lying 0.013 0.923 0.981 0.951 e = sitting 0.110 0.516 0.733 0.606 f = standing 0.011 0.936 0.973 0.954 g = running 0.015 0.912 0.956 0.933 h = walking ------------------------------------------------------- 0.030 0.841 0.816 0.818 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.847 0.901 a = climbing down 0.027 0.825 0.905 0.863 b = climbing up 0.000 1.000 0.942 0.970 c = jumping 0.010 0.948 0.998 0.973 d = lying 0.031 0.829 0.967 0.893 e = sitting 0.010 0.926 0.908 0.917 f = standing 0.002 0.992 0.855 0.918 g = running 0.021 0.882 0.893 0.887 h = walking ------------------------------------------------------- 0.014 0.916 0.910 0.911 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.044 0.663 0.966 0.786 a = climbing down 0.009 0.862 0.516 0.646 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.002 0.985 0.772 0.866 d = lying 0.009 0.941 0.749 0.834 e = sitting 0.086 0.653 0.967 0.779 f = standing 0.002 0.991 1.000 0.996 g = running 0.014 0.929 0.925 0.927 h = walking ------------------------------------------------------- 0.021 0.884 0.855 0.855 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.002 0.977 0.715 0.826 a = climbing down 0.041 0.774 0.843 0.807 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.003 0.981 0.888 0.932 d = lying 0.019 0.885 0.924 0.904 e = sitting 0.025 0.830 0.882 0.855 f = standing 0.002 0.990 0.997 0.994 g = running 0.035 0.825 0.935 0.877 h = walking ------------------------------------------------------- 0.018 0.898 0.891 0.891 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.927 0.905 0.916 a = climbing down 0.025 0.855 0.928 0.890 b = climbing up 0.000 0.992 0.992 0.992 c = jumping 0.000 0.999 0.985 0.992 d = lying 0.049 0.734 0.875 0.798 e = sitting 0.022 0.833 0.690 0.755 f = standing 0.000 0.998 0.999 0.999 g = running 0.005 0.970 0.912 0.940 h = walking ------------------------------------------------------- 0.015 0.909 0.905 0.905 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.748 0.828 a = climbing down 0.090 0.645 0.982 0.778 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.001 0.994 0.971 0.982 d = lying 0.082 0.607 0.976 0.749 e = sitting 0.006 0.918 0.446 0.601 f = standing 0.001 0.992 0.999 0.996 g = running 0.008 0.930 0.609 0.736 h = walking ------------------------------------------------------- 0.026 0.872 0.829 0.824 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.244 0.196 0.859 0.319 a = climbing down 0.001 0.953 0.190 0.317 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.000 1.000 0.913 0.954 d = lying 0.042 0.806 0.995 0.891 e = sitting 0.009 0.932 0.788 0.854 f = standing 0.018 0.911 1.000 0.953 g = running 0.006 0.895 0.246 0.386 h = walking ------------------------------------------------------- 0.027 0.871 0.706 0.706 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.014 0.873 0.818 0.845 a = climbing down 0.041 0.746 0.799 0.772 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.969 0.977 0.973 d = lying 0.011 0.891 0.601 0.718 e = sitting 0.059 0.725 0.934 0.816 f = standing 0.000 1.000 0.996 0.998 g = running 0.023 0.869 0.857 0.863 h = walking ------------------------------------------------------- 0.021 0.875 0.867 0.865 Weighted Avg.