>> chest >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.001 0.989 0.949 0.969 a = climbingdown 0.012 0.928 0.913 0.921 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.959 0.967 d = lying 0.022 0.724 0.336 0.459 e = standing 0.109 0.583 0.875 0.700 f = sitting 0.000 1.000 1.000 1.000 g = running 0.023 0.875 0.952 0.912 h = walking ------------------------------------------------------- 0.025 0.864 0.854 0.844 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.004 0.968 0.909 0.937 a = climbingdown 0.022 0.877 0.898 0.887 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.902 0.948 d = lying 0.031 0.676 0.384 0.490 e = standing 0.122 0.562 0.891 0.689 f = sitting 0.000 1.000 1.000 1.000 g = running 0.011 0.932 0.887 0.909 h = walking ------------------------------------------------------- 0.028 0.856 0.838 0.835 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.003 0.978 0.909 0.942 a = climbingdown 0.015 0.913 0.906 0.909 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.943 0.958 d = lying 0.034 0.679 0.424 0.522 e = standing 0.102 0.595 0.859 0.703 f = sitting 0.000 1.000 0.992 0.996 g = running 0.018 0.898 0.919 0.908 h = walking ------------------------------------------------------- 0.026 0.859 0.850 0.847 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.003 0.979 0.960 0.969 a = climbingdown 0.015 0.915 0.937 0.926 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.959 0.967 d = lying 0.044 0.614 0.408 0.490 e = standing 0.101 0.577 0.789 0.667 f = sitting 0.000 1.000 1.000 1.000 g = running 0.012 0.925 0.895 0.910 h = walking ------------------------------------------------------- 0.026 0.852 0.848 0.844 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.948 0.929 0.939 a = climbingdown 0.019 0.887 0.873 0.880 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.959 0.967 0.963 d = lying 0.040 0.603 0.352 0.444 e = standing 0.105 0.575 0.812 0.673 f = sitting 0.000 1.000 1.000 1.000 g = running 0.020 0.881 0.895 0.888 h = walking ------------------------------------------------------- 0.029 0.833 0.831 0.824 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.005 0.957 0.909 0.933 a = climbingdown 0.016 0.906 0.921 0.913 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.951 0.959 0.955 d = lying 0.042 0.635 0.432 0.514 e = standing 0.097 0.577 0.758 0.655 f = sitting 0.000 1.000 0.983 0.992 g = running 0.016 0.906 0.935 0.921 h = walking ------------------------------------------------------- 0.027 0.845 0.842 0.838 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.004 0.969 0.939 0.954 a = climbingdown 0.020 0.889 0.952 0.920 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.967 0.975 d = lying 0.029 0.687 0.368 0.479 e = standing 0.111 0.571 0.844 0.681 f = sitting 0.000 1.000 1.000 1.000 g = running 0.011 0.932 0.879 0.905 h = walking ------------------------------------------------------- 0.026 0.858 0.849 0.842 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.919 0.938 a = climbingdown 0.019 0.888 0.881 0.884 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.951 0.967 d = lying 0.030 0.711 0.432 0.537 e = standing 0.100 0.603 0.867 0.712 f = sitting 0.000 1.000 1.000 1.000 g = running 0.020 0.881 0.895 0.888 h = walking ------------------------------------------------------- 0.026 0.858 0.849 0.845 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.007 0.948 0.929 0.938 a = climbingdown 0.012 0.926 0.897 0.911 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.926 0.950 d = lying 0.033 0.636 0.339 0.442 e = standing 0.120 0.558 0.859 0.677 f = sitting 0.000 1.000 1.000 1.000 g = running 0.015 0.912 0.919 0.916 h = walking ------------------------------------------------------- 0.028 0.848 0.838 0.831 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.004 0.967 0.898 0.931 a = climbingdown 0.016 0.906 0.921 0.913 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.959 0.963 d = lying 0.047 0.600 0.411 0.488 e = standing 0.102 0.570 0.772 0.656 f = sitting 0.000 1.000 0.992 0.996 g = running 0.014 0.920 0.927 0.924 h = walking ------------------------------------------------------- 0.027 0.844 0.840 0.837 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.909 0.938 0.923 a = climbingdown 0.008 0.935 0.888 0.911 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.880 0.917 0.898 d = lying 0.014 0.919 0.958 0.938 e = standing 0.010 0.936 0.850 0.891 f = sitting 0.000 1.000 0.983 0.992 g = running 0.017 0.904 0.942 0.922 h = walking ------------------------------------------------------- 0.012 0.928 0.927 0.927 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.927 0.927 0.927 a = climbingdown 0.018 0.870 0.888 0.879 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.902 0.917 0.909 d = lying 0.007 0.959 0.983 0.971 e = standing 0.012 0.929 0.875 0.901 f = sitting 0.000 1.000 1.000 1.000 g = running 0.013 0.925 0.925 0.925 h = walking ------------------------------------------------------- 0.011 0.933 0.933 0.933 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.007 0.944 0.885 0.914 a = climbingdown 0.017 0.881 0.908 0.894 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.020 0.881 0.867 0.874 d = lying 0.014 0.921 0.975 0.947 e = standing 0.022 0.873 0.858 0.866 f = sitting 0.001 0.992 1.000 0.996 g = running 0.013 0.925 0.925 0.925 h = walking ------------------------------------------------------- 0.013 0.919 0.918 0.918 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.011 0.915 0.896 0.905 a = climbingdown 0.017 0.875 0.857 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.922 0.983 0.952 d = lying 0.010 0.943 0.966 0.954 e = standing 0.007 0.955 0.892 0.922 f = sitting 0.000 1.000 1.000 1.000 g = running 0.016 0.909 0.917 0.913 h = walking ------------------------------------------------------- 0.010 0.935 0.934 0.934 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.879 0.906 0.892 a = climbingdown 0.023 0.843 0.878 0.860 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.887 0.850 0.868 d = lying 0.017 0.906 0.975 0.939 e = standing 0.016 0.906 0.883 0.895 f = sitting 0.001 0.992 0.992 0.992 g = running 0.012 0.929 0.867 0.897 h = walking ------------------------------------------------------- 0.014 0.910 0.910 0.910 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.895 0.885 0.890 a = climbingdown 0.015 0.884 0.857 0.870 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.025 0.864 0.900 0.882 d = lying 0.007 0.958 0.950 0.954 e = standing 0.022 0.873 0.858 0.866 f = sitting 0.000 1.000 0.983 0.992 g = running 0.019 0.895 0.925 0.910 h = walking ------------------------------------------------------- 0.014 0.913 0.912 0.912 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.906 0.921 a = climbingdown 0.016 0.888 0.897 0.892 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.879 0.908 0.893 d = lying 0.015 0.920 0.966 0.943 e = standing 0.015 0.911 0.850 0.879 f = sitting 0.000 1.000 0.992 0.996 g = running 0.013 0.925 0.933 0.929 h = walking ------------------------------------------------------- 0.012 0.925 0.924 0.924 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.914 0.885 0.899 a = climbingdown 0.016 0.891 0.928 0.909 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.039 0.795 0.875 0.833 d = lying 0.020 0.889 0.949 0.918 e = standing 0.012 0.918 0.756 0.829 f = sitting 0.000 1.000 0.992 0.996 g = running 0.012 0.934 0.950 0.942 h = walking ------------------------------------------------------- 0.016 0.908 0.905 0.905 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.010 0.925 0.896 0.910 a = climbingdown 0.025 0.822 0.856 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.891 0.891 0.891 d = lying 0.018 0.906 0.983 0.943 e = standing 0.013 0.919 0.857 0.887 f = sitting 0.001 0.992 0.983 0.987 g = running 0.016 0.906 0.891 0.898 h = walking ------------------------------------------------------- 0.014 0.912 0.912 0.911 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.874 0.902 a = climbingdown 0.014 0.895 0.876 0.885 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.846 0.874 0.860 d = lying 0.012 0.935 0.975 0.954 e = standing 0.018 0.893 0.840 0.866 f = sitting 0.001 0.992 0.992 0.992 g = running 0.023 0.872 0.916 0.893 h = walking ------------------------------------------------------- 0.015 0.911 0.910 0.910 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.015 0.879 0.906 0.892 a = climbingdown 0.014 0.889 0.765 0.822 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.965 0.894 0.928 d = lying 0.055 0.720 0.885 0.794 e = standing 0.032 0.811 0.837 0.824 f = sitting 0.010 0.943 0.777 0.852 g = running 0.031 0.847 0.948 0.894 h = walking ------------------------------------------------------- 0.023 0.869 0.860 0.861 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.896 0.905 a = climbingdown 0.031 0.805 0.861 0.832 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.008 0.949 0.911 0.929 d = lying 0.044 0.768 0.893 0.826 e = standing 0.029 0.810 0.770 0.790 f = sitting 0.003 0.985 0.865 0.921 g = running 0.023 0.876 0.902 0.889 h = walking ------------------------------------------------------- 0.020 0.878 0.872 0.874 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.896 0.915 a = climbingdown 0.030 0.805 0.826 0.815 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.944 0.951 0.947 d = lying 0.046 0.752 0.869 0.806 e = standing 0.028 0.825 0.811 0.818 f = sitting 0.007 0.961 0.838 0.895 g = running 0.024 0.867 0.880 0.873 h = walking ------------------------------------------------------- 0.021 0.874 0.869 0.870 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.906 0.930 a = climbingdown 0.014 0.903 0.887 0.895 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.921 0.951 0.936 d = lying 0.041 0.779 0.901 0.835 e = standing 0.016 0.896 0.844 0.869 f = sitting 0.004 0.977 0.865 0.918 g = running 0.020 0.894 0.947 0.920 h = walking ------------------------------------------------------- 0.016 0.906 0.902 0.903 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.906 0.916 a = climbingdown 0.021 0.853 0.809 0.830 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.007 0.958 0.935 0.947 d = lying 0.049 0.752 0.926 0.830 e = standing 0.019 0.880 0.844 0.862 f = sitting 0.001 0.992 0.845 0.912 g = running 0.023 0.880 0.940 0.909 h = walking ------------------------------------------------------- 0.018 0.895 0.888 0.889 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.003 0.976 0.833 0.899 a = climbingdown 0.037 0.783 0.886 0.831 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.951 0.943 0.947 d = lying 0.065 0.688 0.893 0.777 e = standing 0.020 0.868 0.811 0.839 f = sitting 0.001 0.992 0.797 0.884 g = running 0.024 0.866 0.872 0.869 h = walking ------------------------------------------------------- 0.022 0.879 0.864 0.867 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.008 0.937 0.937 0.937 a = climbingdown 0.028 0.829 0.895 0.861 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.917 0.910 0.914 d = lying 0.043 0.778 0.926 0.845 e = standing 0.024 0.849 0.828 0.838 f = sitting 0.003 0.984 0.845 0.909 g = running 0.015 0.913 0.865 0.888 h = walking ------------------------------------------------------- 0.018 0.891 0.885 0.886 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.004 0.966 0.895 0.929 a = climbingdown 0.033 0.800 0.877 0.837 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.931 0.885 0.908 d = lying 0.043 0.775 0.909 0.837 e = standing 0.027 0.835 0.828 0.831 f = sitting 0.001 0.992 0.892 0.940 g = running 0.018 0.900 0.880 0.890 h = walking ------------------------------------------------------- 0.019 0.890 0.883 0.885 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.916 0.921 a = climbingdown 0.025 0.839 0.868 0.853 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.959 0.951 0.955 d = lying 0.048 0.750 0.893 0.815 e = standing 0.013 0.912 0.852 0.881 f = sitting 0.004 0.976 0.816 0.889 g = running 0.019 0.900 0.947 0.923 h = walking ------------------------------------------------------- 0.017 0.899 0.892 0.893 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.006 0.942 0.853 0.895 a = climbingdown 0.026 0.828 0.842 0.835 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.949 0.918 0.933 d = lying 0.048 0.743 0.860 0.797 e = standing 0.027 0.832 0.811 0.822 f = sitting 0.010 0.948 0.864 0.904 g = running 0.022 0.887 0.940 0.912 h = walking ------------------------------------------------------- 0.021 0.879 0.874 0.875 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.015 0.897 0.869 0.883 a = climbingdown 0.023 0.881 0.909 0.895 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.015 0.893 0.818 0.854 d = lying 0.052 0.589 0.559 0.574 e = standing 0.084 0.517 0.629 0.567 f = sitting 0.049 0.800 0.768 0.784 g = running 0.010 0.924 0.909 0.917 h = walking ------------------------------------------------------- 0.035 0.795 0.787 0.790 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.933 0.862 0.896 a = climbingdown 0.028 0.855 0.922 0.887 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.906 0.879 0.892 d = lying 0.068 0.528 0.568 0.547 e = standing 0.074 0.492 0.508 0.500 f = sitting 0.057 0.776 0.768 0.772 g = running 0.010 0.920 0.851 0.884 h = walking ------------------------------------------------------- 0.038 0.782 0.776 0.779 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.903 0.931 0.917 a = climbingdown 0.017 0.912 0.942 0.927 b = climbingup 0.001 0.923 0.800 0.857 c = jumping 0.018 0.876 0.863 0.869 d = lying 0.083 0.500 0.619 0.553 e = standing 0.063 0.522 0.484 0.502 f = sitting 0.043 0.818 0.754 0.785 g = running 0.006 0.956 0.893 0.923 h = walking ------------------------------------------------------- 0.034 0.795 0.788 0.790 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.933 0.854 0.892 a = climbingdown 0.029 0.859 0.948 0.901 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.872 0.885 0.879 d = lying 0.063 0.563 0.602 0.582 e = standing 0.044 0.627 0.516 0.566 f = sitting 0.059 0.780 0.823 0.801 g = running 0.006 0.957 0.926 0.941 h = walking ------------------------------------------------------- 0.034 0.805 0.805 0.803 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.008 0.943 0.885 0.913 a = climbingdown 0.017 0.911 0.935 0.923 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.881 0.908 0.895 d = lying 0.066 0.557 0.624 0.589 e = standing 0.068 0.496 0.468 0.481 f = sitting 0.044 0.820 0.783 0.801 g = running 0.010 0.927 0.942 0.934 h = walking ------------------------------------------------------- 0.033 0.803 0.801 0.801 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.019 0.871 0.837 0.854 a = climbingdown 0.030 0.849 0.916 0.881 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.931 0.824 0.874 d = lying 0.065 0.537 0.564 0.550 e = standing 0.075 0.504 0.537 0.520 f = sitting 0.051 0.802 0.798 0.800 g = running 0.010 0.922 0.884 0.903 h = walking ------------------------------------------------------- 0.037 0.785 0.778 0.781 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.010 0.925 0.860 0.892 a = climbingdown 0.027 0.863 0.942 0.901 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.926 0.863 0.893 d = lying 0.043 0.672 0.667 0.670 e = standing 0.044 0.683 0.667 0.675 f = sitting 0.053 0.799 0.827 0.813 g = running 0.013 0.910 0.917 0.914 h = walking ------------------------------------------------------- 0.030 0.829 0.828 0.828 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.016 0.883 0.822 0.851 a = climbingdown 0.031 0.845 0.922 0.882 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.920 0.878 0.898 d = lying 0.065 0.555 0.607 0.580 e = standing 0.047 0.637 0.585 0.610 f = sitting 0.048 0.812 0.812 0.812 g = running 0.009 0.934 0.934 0.934 h = walking ------------------------------------------------------- 0.033 0.806 0.804 0.804 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.881 0.860 0.871 a = climbingdown 0.017 0.911 0.929 0.920 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.919 0.863 0.890 d = lying 0.086 0.507 0.658 0.572 e = standing 0.050 0.594 0.512 0.550 f = sitting 0.046 0.809 0.752 0.779 g = running 0.014 0.903 0.933 0.918 h = walking ------------------------------------------------------- 0.034 0.800 0.793 0.795 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.942 0.876 0.908 a = climbingdown 0.017 0.913 0.961 0.936 b = climbingup 0.000 1.000 0.929 0.963 c = jumping 0.024 0.847 0.885 0.866 d = lying 0.062 0.588 0.658 0.621 e = standing 0.050 0.570 0.463 0.511 f = sitting 0.055 0.791 0.807 0.799 g = running 0.009 0.934 0.942 0.938 h = walking ------------------------------------------------------- 0.033 0.806 0.808 0.806 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.910 0.818 0.862 a = climbingdown 0.021 0.860 0.933 0.895 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.036 0.797 0.915 0.852 d = lying 0.078 0.554 0.701 0.619 e = standing 0.034 0.745 0.641 0.689 f = sitting 0.036 0.853 0.720 0.781 g = running 0.019 0.886 0.912 0.899 h = walking ------------------------------------------------------- 0.033 0.809 0.800 0.800 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.012 0.891 0.837 0.863 a = climbingdown 0.017 0.887 0.924 0.905 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.806 0.899 0.850 d = lying 0.086 0.510 0.650 0.571 e = standing 0.031 0.748 0.602 0.667 f = sitting 0.044 0.830 0.739 0.782 g = running 0.024 0.856 0.875 0.865 h = walking ------------------------------------------------------- 0.036 0.797 0.788 0.789 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.821 0.796 0.808 a = climbingdown 0.015 0.891 0.898 0.895 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.030 0.819 0.876 0.846 d = lying 0.062 0.629 0.752 0.685 e = standing 0.028 0.789 0.672 0.726 f = sitting 0.036 0.866 0.803 0.833 g = running 0.024 0.858 0.890 0.874 h = walking ------------------------------------------------------- 0.031 0.820 0.816 0.816 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.014 0.860 0.755 0.804 a = climbingdown 0.017 0.883 0.898 0.891 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.821 0.859 0.840 d = lying 0.089 0.534 0.735 0.619 e = standing 0.032 0.730 0.570 0.640 f = sitting 0.034 0.871 0.775 0.820 g = running 0.025 0.858 0.934 0.894 h = walking ------------------------------------------------------- 0.034 0.805 0.794 0.795 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.929 0.919 a = climbingdown 0.015 0.892 0.907 0.899 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.868 0.875 0.872 d = lying 0.070 0.576 0.684 0.625 e = standing 0.032 0.775 0.727 0.750 f = sitting 0.038 0.860 0.789 0.823 g = running 0.017 0.896 0.890 0.893 h = walking ------------------------------------------------------- 0.030 0.832 0.826 0.828 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.013 0.883 0.847 0.865 a = climbingdown 0.013 0.901 0.847 0.873 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.025 0.840 0.859 0.849 d = lying 0.090 0.503 0.658 0.570 e = standing 0.029 0.784 0.680 0.728 f = sitting 0.053 0.805 0.739 0.770 g = running 0.028 0.839 0.882 0.860 h = walking ------------------------------------------------------- 0.037 0.798 0.786 0.790 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.006 0.943 0.837 0.886 a = climbingdown 0.018 0.877 0.907 0.892 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.877 0.891 0.884 d = lying 0.082 0.558 0.744 0.637 e = standing 0.029 0.784 0.685 0.731 f = sitting 0.043 0.834 0.739 0.783 g = running 0.022 0.874 0.919 0.896 h = walking ------------------------------------------------------- 0.032 0.824 0.813 0.816 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.016 0.856 0.847 0.851 a = climbingdown 0.024 0.841 0.898 0.869 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.027 0.842 0.914 0.876 d = lying 0.101 0.514 0.776 0.619 e = standing 0.020 0.813 0.583 0.679 f = sitting 0.035 0.860 0.734 0.792 g = running 0.015 0.905 0.838 0.870 h = walking ------------------------------------------------------- 0.033 0.815 0.794 0.797 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.016 0.853 0.827 0.839 a = climbingdown 0.025 0.832 0.881 0.856 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.859 0.859 0.859 d = lying 0.080 0.521 0.629 0.570 e = standing 0.041 0.714 0.669 0.691 f = sitting 0.047 0.824 0.752 0.787 g = running 0.024 0.851 0.844 0.848 h = walking ------------------------------------------------------- 0.037 0.788 0.782 0.784 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.011 0.902 0.847 0.874 a = climbingdown 0.016 0.891 0.898 0.895 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.046 0.755 0.914 0.827 d = lying 0.067 0.585 0.681 0.629 e = standing 0.028 0.768 0.598 0.673 f = sitting 0.047 0.821 0.737 0.777 g = running 0.022 0.875 0.933 0.903 h = walking ------------------------------------------------------- 0.035 0.804 0.799 0.798 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.019 0.846 0.802 0.824 a = climbingdown 0.031 0.775 0.790 0.782 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.013 0.922 0.841 0.880 d = lying 0.053 0.741 0.879 0.804 e = standing 0.046 0.744 0.744 0.744 f = sitting 0.003 0.984 0.954 0.969 g = running 0.018 0.891 0.862 0.876 h = walking ------------------------------------------------------- 0.025 0.849 0.844 0.845 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.016 0.864 0.792 0.826 a = climbingdown 0.039 0.736 0.810 0.771 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.907 0.778 0.838 d = lying 0.061 0.716 0.895 0.796 e = standing 0.041 0.756 0.698 0.726 f = sitting 0.004 0.976 0.954 0.965 g = running 0.021 0.876 0.862 0.869 h = walking ------------------------------------------------------- 0.027 0.839 0.832 0.833 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.890 0.844 0.866 a = climbingdown 0.028 0.792 0.800 0.796 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.881 0.825 0.852 d = lying 0.050 0.748 0.863 0.801 e = standing 0.036 0.785 0.736 0.760 f = sitting 0.001 0.992 0.969 0.981 g = running 0.024 0.866 0.894 0.880 h = walking ------------------------------------------------------- 0.024 0.855 0.852 0.852 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.768 0.807 a = climbingdown 0.031 0.755 0.710 0.732 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.886 0.802 0.842 d = lying 0.064 0.703 0.879 0.781 e = standing 0.042 0.739 0.659 0.697 f = sitting 0.007 0.961 0.938 0.949 g = running 0.035 0.816 0.902 0.857 h = walking ------------------------------------------------------- 0.030 0.820 0.816 0.816 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.021 0.832 0.832 0.832 a = climbingdown 0.017 0.867 0.850 0.859 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.022 0.862 0.794 0.826 d = lying 0.056 0.730 0.871 0.794 e = standing 0.045 0.731 0.674 0.702 f = sitting 0.003 0.984 0.977 0.981 g = running 0.019 0.886 0.886 0.886 h = walking ------------------------------------------------------- 0.026 0.845 0.842 0.842 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.800 0.844 a = climbingdown 0.035 0.766 0.859 0.810 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.894 0.808 0.849 d = lying 0.049 0.745 0.823 0.782 e = standing 0.060 0.674 0.695 0.685 f = sitting 0.000 1.000 0.946 0.972 g = running 0.022 0.870 0.870 0.870 h = walking ------------------------------------------------------- 0.028 0.838 0.832 0.834 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.022 0.830 0.821 0.825 a = climbingdown 0.030 0.773 0.758 0.765 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.866 0.880 0.873 d = lying 0.059 0.718 0.863 0.784 e = standing 0.041 0.726 0.602 0.658 f = sitting 0.000 1.000 0.953 0.976 g = running 0.029 0.835 0.862 0.848 h = walking ------------------------------------------------------- 0.029 0.826 0.825 0.824 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.917 0.811 0.860 a = climbingdown 0.024 0.811 0.778 0.794 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.928 0.824 0.873 d = lying 0.080 0.669 0.927 0.777 e = standing 0.032 0.781 0.641 0.704 f = sitting 0.001 0.992 0.930 0.960 g = running 0.031 0.837 0.919 0.876 h = walking ------------------------------------------------------- 0.027 0.850 0.838 0.838 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.011 0.909 0.842 0.874 a = climbingdown 0.034 0.760 0.798 0.778 b = climbingup 0.002 0.889 1.000 0.941 c = jumping 0.015 0.904 0.824 0.862 d = lying 0.055 0.742 0.903 0.815 e = standing 0.041 0.760 0.719 0.739 f = sitting 0.000 1.000 0.922 0.960 g = running 0.027 0.846 0.852 0.849 h = walking ------------------------------------------------------- 0.026 0.847 0.841 0.842 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.020 0.850 0.895 0.872 a = climbingdown 0.019 0.841 0.747 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.021 0.873 0.824 0.848 d = lying 0.043 0.783 0.903 0.839 e = standing 0.035 0.795 0.758 0.776 f = sitting 0.003 0.984 0.961 0.973 g = running 0.027 0.848 0.869 0.858 h = walking ------------------------------------------------------- 0.024 0.857 0.856 0.855 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.010 0.926 0.926 0.926 a = climbingdown 0.026 0.845 0.908 0.876 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.838 0.858 0.848 d = lying 0.064 0.662 0.744 0.701 e = standing 0.059 0.609 0.551 0.579 f = sitting 0.000 1.000 0.931 0.964 g = running 0.008 0.947 0.900 0.923 h = walking ------------------------------------------------------- 0.027 0.836 0.833 0.833 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.924 0.898 0.911 a = climbingdown 0.025 0.853 0.917 0.884 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.021 0.868 0.827 0.847 d = lying 0.076 0.640 0.798 0.710 e = standing 0.067 0.582 0.559 0.570 f = sitting 0.000 1.000 0.875 0.933 g = running 0.004 0.973 0.900 0.935 h = walking ------------------------------------------------------- 0.028 0.837 0.826 0.829 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.895 0.944 0.919 a = climbingdown 0.019 0.880 0.917 0.898 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.856 0.843 0.849 d = lying 0.052 0.722 0.806 0.762 e = standing 0.051 0.664 0.606 0.634 f = sitting 0.000 1.000 0.965 0.982 g = running 0.006 0.955 0.892 0.922 h = walking ------------------------------------------------------- 0.023 0.857 0.856 0.855 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.889 0.889 0.889 a = climbingdown 0.026 0.843 0.892 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.877 0.787 0.830 d = lying 0.076 0.642 0.806 0.715 e = standing 0.056 0.642 0.606 0.623 f = sitting 0.000 1.000 0.909 0.952 g = running 0.008 0.946 0.891 0.918 h = walking ------------------------------------------------------- 0.028 0.838 0.828 0.831 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.871 0.815 0.842 a = climbingdown 0.038 0.784 0.875 0.827 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.835 0.835 0.835 d = lying 0.076 0.613 0.713 0.659 e = standing 0.060 0.578 0.500 0.536 f = sitting 0.001 0.993 0.958 0.975 g = running 0.008 0.947 0.899 0.922 h = walking ------------------------------------------------------- 0.032 0.807 0.804 0.804 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.015 0.895 0.953 0.923 a = climbingdown 0.022 0.861 0.882 0.871 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.840 0.827 0.833 d = lying 0.067 0.675 0.822 0.741 e = standing 0.053 0.652 0.595 0.622 f = sitting 0.000 1.000 0.909 0.952 g = running 0.004 0.972 0.874 0.920 h = walking ------------------------------------------------------- 0.026 0.845 0.839 0.840 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.930 0.869 0.899 a = climbingdown 0.036 0.793 0.899 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.032 0.810 0.803 0.806 d = lying 0.090 0.607 0.814 0.695 e = standing 0.055 0.592 0.484 0.533 f = sitting 0.000 1.000 0.874 0.933 g = running 0.004 0.972 0.882 0.925 h = walking ------------------------------------------------------- 0.032 0.818 0.806 0.807 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.014 0.899 0.916 0.907 a = climbingdown 0.027 0.831 0.866 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.836 0.882 0.858 d = lying 0.066 0.667 0.781 0.719 e = standing 0.050 0.642 0.540 0.586 f = sitting 0.000 1.000 0.930 0.964 g = running 0.004 0.973 0.924 0.948 h = walking ------------------------------------------------------- 0.027 0.839 0.836 0.836 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.013 0.909 0.935 0.922 a = climbingdown 0.016 0.904 0.950 0.926 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.026 0.835 0.795 0.815 d = lying 0.073 0.656 0.820 0.729 e = standing 0.057 0.616 0.548 0.580 f = sitting 0.001 0.992 0.902 0.945 g = running 0.005 0.964 0.891 0.926 h = walking ------------------------------------------------------- 0.027 0.841 0.835 0.836 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.911 0.953 0.932 a = climbingdown 0.021 0.871 0.908 0.889 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.033 0.806 0.825 0.816 d = lying 0.070 0.656 0.789 0.716 e = standing 0.067 0.568 0.532 0.549 f = sitting 0.001 0.992 0.860 0.921 g = running 0.004 0.972 0.874 0.920 h = walking ------------------------------------------------------- 0.029 0.828 0.820 0.822 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.007 0.929 0.919 0.924 a = climbingdown 0.033 0.888 0.844 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.062 0.615 0.675 0.643 d = lying 0.052 0.711 0.841 0.771 e = standing 0.052 0.606 0.516 0.557 f = sitting 0.001 0.992 0.992 0.992 g = running 0.006 0.960 0.930 0.945 h = walking ------------------------------------------------------- 0.031 0.820 0.818 0.817 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.008 0.914 0.871 0.892 a = climbingdown 0.036 0.874 0.804 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.048 0.695 0.740 0.717 d = lying 0.074 0.637 0.849 0.728 e = standing 0.048 0.633 0.539 0.582 f = sitting 0.000 1.000 0.983 0.992 g = running 0.005 0.967 0.915 0.940 h = walking ------------------------------------------------------- 0.032 0.822 0.813 0.814 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.914 0.871 0.892 a = climbingdown 0.056 0.820 0.831 0.826 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.737 0.707 0.722 d = lying 0.051 0.729 0.897 0.804 e = standing 0.048 0.661 0.609 0.634 f = sitting 0.000 1.000 0.983 0.992 g = running 0.000 1.000 0.915 0.955 h = walking ------------------------------------------------------- 0.032 0.835 0.831 0.831 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.006 0.936 0.859 0.896 a = climbingdown 0.041 0.860 0.822 0.841 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.040 0.734 0.740 0.737 d = lying 0.069 0.665 0.904 0.766 e = standing 0.039 0.695 0.575 0.629 f = sitting 0.000 1.000 0.975 0.987 g = running 0.005 0.968 0.938 0.952 h = walking ------------------------------------------------------- 0.030 0.838 0.831 0.831 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.800 0.872 a = climbingdown 0.054 0.834 0.871 0.852 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.689 0.672 0.680 d = lying 0.061 0.691 0.896 0.780 e = standing 0.041 0.646 0.488 0.556 f = sitting 0.001 0.992 0.983 0.987 g = running 0.006 0.962 0.977 0.969 h = walking ------------------------------------------------------- 0.033 0.823 0.822 0.818 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.010 0.899 0.941 0.920 a = climbingdown 0.046 0.853 0.853 0.853 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.064 0.604 0.664 0.633 d = lying 0.055 0.702 0.848 0.768 e = standing 0.043 0.650 0.512 0.573 f = sitting 0.000 1.000 0.966 0.983 g = running 0.002 0.983 0.898 0.939 h = walking ------------------------------------------------------- 0.033 0.817 0.813 0.813 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.007 0.924 0.859 0.890 a = climbingdown 0.057 0.827 0.871 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.062 0.611 0.656 0.632 d = lying 0.058 0.698 0.888 0.782 e = standing 0.040 0.625 0.433 0.512 f = sitting 0.000 1.000 0.966 0.983 g = running 0.004 0.975 0.930 0.952 h = walking ------------------------------------------------------- 0.036 0.809 0.808 0.804 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.007 0.932 0.965 0.948 a = climbingdown 0.041 0.859 0.813 0.836 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.693 0.648 0.669 d = lying 0.057 0.685 0.816 0.745 e = standing 0.055 0.654 0.669 0.661 f = sitting 0.000 1.000 0.983 0.992 g = running 0.001 0.992 0.930 0.960 h = walking ------------------------------------------------------- 0.031 0.832 0.827 0.828 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.006 0.933 0.824 0.875 a = climbingdown 0.044 0.855 0.840 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.705 0.762 0.732 d = lying 0.080 0.629 0.896 0.739 e = standing 0.022 0.775 0.488 0.599 f = sitting 0.000 1.000 0.992 0.996 g = running 0.007 0.953 0.945 0.949 h = walking ------------------------------------------------------- 0.032 0.836 0.825 0.823 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.000 1.000 0.788 0.882 a = climbingdown 0.054 0.834 0.875 0.854 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.059 0.629 0.680 0.654 d = lying 0.063 0.677 0.872 0.762 e = standing 0.037 0.655 0.449 0.533 f = sitting 0.000 1.000 1.000 1.000 g = running 0.006 0.961 0.969 0.965 h = walking ------------------------------------------------------- 0.034 0.819 0.815 0.812 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.887 0.901 a = climbingdown 0.017 0.871 0.830 0.850 b = climbingup 0.001 0.950 1.000 0.974 c = jumping 0.007 0.960 0.967 0.964 d = lying 0.089 0.608 0.832 0.703 e = standing 0.028 0.756 0.512 0.610 f = sitting 0.021 0.903 0.864 0.883 g = running 0.020 0.885 0.943 0.913 h = walking ------------------------------------------------------- 0.027 0.844 0.835 0.833 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.856 0.907 a = climbingdown 0.022 0.843 0.858 0.850 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.952 0.984 0.968 d = lying 0.074 0.648 0.824 0.725 e = standing 0.031 0.753 0.551 0.636 f = sitting 0.015 0.931 0.914 0.922 g = running 0.017 0.900 0.959 0.929 h = walking ------------------------------------------------------- 0.024 0.858 0.853 0.852 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.897 0.926 a = climbingdown 0.022 0.845 0.886 0.865 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.005 0.967 0.975 0.971 d = lying 0.080 0.641 0.856 0.733 e = standing 0.027 0.778 0.551 0.645 f = sitting 0.014 0.936 0.901 0.918 g = running 0.015 0.910 0.910 0.910 h = walking ------------------------------------------------------- 0.024 0.863 0.855 0.854 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.010 0.911 0.845 0.877 a = climbingdown 0.016 0.876 0.810 0.842 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.959 0.959 0.959 d = lying 0.069 0.673 0.856 0.754 e = standing 0.031 0.783 0.654 0.712 f = sitting 0.025 0.885 0.852 0.868 g = running 0.024 0.862 0.918 0.889 h = walking ------------------------------------------------------- 0.026 0.851 0.845 0.845 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.920 0.948 0.934 a = climbingdown 0.016 0.885 0.876 0.880 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.975 0.979 d = lying 0.072 0.665 0.856 0.748 e = standing 0.031 0.768 0.598 0.673 f = sitting 0.020 0.911 0.888 0.899 g = running 0.007 0.957 0.918 0.937 h = walking ------------------------------------------------------- 0.023 0.871 0.865 0.865 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.904 0.876 0.890 a = climbingdown 0.030 0.795 0.848 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.975 0.971 d = lying 0.084 0.627 0.848 0.721 e = standing 0.033 0.750 0.595 0.664 f = sitting 0.010 0.951 0.839 0.891 g = running 0.015 0.907 0.877 0.892 h = walking ------------------------------------------------------- 0.026 0.849 0.838 0.839 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.012 0.903 0.866 0.884 a = climbingdown 0.022 0.843 0.867 0.854 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.101 0.591 0.880 0.707 e = standing 0.020 0.789 0.444 0.569 f = sitting 0.021 0.904 0.876 0.890 g = running 0.019 0.886 0.901 0.893 h = walking ------------------------------------------------------- 0.028 0.847 0.832 0.828 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.004 0.967 0.927 0.947 a = climbingdown 0.017 0.874 0.857 0.865 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.004 0.975 0.943 0.958 d = lying 0.087 0.611 0.816 0.699 e = standing 0.041 0.687 0.540 0.604 f = sitting 0.011 0.947 0.894 0.920 g = running 0.016 0.905 0.942 0.923 h = walking ------------------------------------------------------- 0.026 0.854 0.846 0.846 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.865 0.897 a = climbingdown 0.018 0.869 0.886 0.877 b = climbingup 0.000 1.000 0.833 0.909 c = jumping 0.011 0.937 0.975 0.956 d = lying 0.091 0.622 0.903 0.737 e = standing 0.020 0.815 0.524 0.638 f = sitting 0.015 0.925 0.845 0.883 g = running 0.017 0.898 0.942 0.919 h = walking ------------------------------------------------------- 0.026 0.860 0.845 0.844 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.875 0.913 a = climbingdown 0.023 0.838 0.886 0.861 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.005 0.968 0.984 0.976 d = lying 0.069 0.658 0.806 0.725 e = standing 0.043 0.698 0.587 0.638 f = sitting 0.013 0.942 0.907 0.924 g = running 0.013 0.917 0.909 0.913 h = walking ------------------------------------------------------- 0.024 0.857 0.852 0.852 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.889 0.847 0.867 a = climbingdown 0.014 0.886 0.876 0.881 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.874 0.944 0.908 d = lying 0.051 0.741 0.769 0.755 e = standing 0.044 0.733 0.680 0.705 f = sitting 0.001 0.992 0.976 0.984 g = running 0.013 0.928 0.935 0.932 h = walking ------------------------------------------------------- 0.023 0.863 0.864 0.863 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.019 0.843 0.882 0.862 a = climbingdown 0.015 0.864 0.787 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.050 0.771 0.944 0.849 d = lying 0.062 0.693 0.746 0.719 e = standing 0.037 0.717 0.528 0.608 f = sitting 0.004 0.976 0.968 0.972 g = running 0.009 0.952 0.952 0.952 h = walking ------------------------------------------------------- 0.029 0.832 0.832 0.828 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.923 0.847 0.883 a = climbingdown 0.010 0.915 0.852 0.882 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.866 0.880 0.873 d = lying 0.049 0.761 0.831 0.794 e = standing 0.043 0.739 0.680 0.708 f = sitting 0.006 0.969 0.984 0.976 g = running 0.016 0.916 0.968 0.941 h = walking ------------------------------------------------------- 0.023 0.867 0.867 0.866 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.018 0.851 0.871 0.860 a = climbingdown 0.018 0.851 0.841 0.846 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.037 0.816 0.920 0.865 d = lying 0.042 0.773 0.762 0.767 e = standing 0.042 0.748 0.688 0.717 f = sitting 0.003 0.984 0.968 0.976 g = running 0.011 0.934 0.919 0.927 h = walking ------------------------------------------------------- 0.025 0.854 0.854 0.853 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.914 0.871 0.892 a = climbingdown 0.014 0.881 0.841 0.860 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.032 0.838 0.912 0.874 d = lying 0.056 0.721 0.777 0.748 e = standing 0.036 0.760 0.632 0.690 f = sitting 0.003 0.984 1.000 0.992 g = running 0.019 0.900 0.944 0.921 h = walking ------------------------------------------------------- 0.025 0.855 0.856 0.854 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.878 0.857 0.867 a = climbingdown 0.019 0.848 0.886 0.867 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.873 0.880 0.876 d = lying 0.061 0.729 0.869 0.793 e = standing 0.030 0.792 0.640 0.708 f = sitting 0.001 0.992 1.000 0.996 g = running 0.006 0.966 0.927 0.947 h = walking ------------------------------------------------------- 0.022 0.871 0.868 0.867 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.881 0.908 a = climbingdown 0.014 0.881 0.841 0.860 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.022 0.882 0.896 0.889 d = lying 0.052 0.760 0.877 0.814 e = standing 0.030 0.807 0.704 0.752 f = sitting 0.004 0.976 0.976 0.976 g = running 0.016 0.913 0.943 0.928 h = walking ------------------------------------------------------- 0.021 0.878 0.877 0.876 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.902 0.881 0.892 a = climbingdown 0.019 0.846 0.875 0.860 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.025 0.873 0.944 0.907 d = lying 0.044 0.766 0.754 0.760 e = standing 0.039 0.765 0.704 0.733 f = sitting 0.003 0.984 0.992 0.988 g = running 0.007 0.959 0.951 0.955 h = walking ------------------------------------------------------- 0.021 0.871 0.873 0.871 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.015 0.864 0.833 0.848 a = climbingdown 0.016 0.862 0.852 0.857 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.036 0.820 0.919 0.867 d = lying 0.051 0.733 0.744 0.738 e = standing 0.039 0.763 0.696 0.728 f = sitting 0.006 0.968 0.968 0.968 g = running 0.013 0.927 0.927 0.927 h = walking ------------------------------------------------------- 0.026 0.849 0.849 0.849 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.871 0.881 0.876 a = climbingdown 0.018 0.847 0.818 0.832 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.039 0.814 0.952 0.877 d = lying 0.034 0.819 0.806 0.812 e = standing 0.036 0.775 0.694 0.732 f = sitting 0.003 0.983 0.960 0.971 g = running 0.012 0.934 0.927 0.931 h = walking ------------------------------------------------------- 0.022 0.866 0.866 0.865 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.021 0.832 0.823 0.827 a = climbingdown 0.041 0.776 0.846 0.809 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.121 0.541 0.820 0.652 d = lying 0.062 0.629 0.634 0.632 e = standing 0.022 0.724 0.344 0.467 f = sitting 0.000 1.000 0.975 0.987 g = running 0.018 0.892 0.823 0.856 h = walking ------------------------------------------------------- 0.041 0.773 0.756 0.750 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.016 0.848 0.698 0.766 a = climbingdown 0.060 0.697 0.821 0.754 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.078 0.652 0.836 0.733 d = lying 0.079 0.570 0.626 0.597 e = standing 0.041 0.620 0.402 0.488 f = sitting 0.001 0.992 0.983 0.988 g = running 0.037 0.779 0.731 0.754 h = walking ------------------------------------------------------- 0.045 0.738 0.734 0.729 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.018 0.839 0.760 0.798 a = climbingdown 0.038 0.786 0.844 0.814 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.112 0.549 0.781 0.645 d = lying 0.083 0.561 0.639 0.598 e = standing 0.015 0.796 0.352 0.489 f = sitting 0.000 1.000 0.992 0.996 g = running 0.016 0.906 0.892 0.899 h = walking ------------------------------------------------------- 0.041 0.779 0.758 0.753 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.024 0.802 0.760 0.781 a = climbingdown 0.057 0.691 0.770 0.729 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.089 0.608 0.789 0.687 d = lying 0.079 0.586 0.672 0.626 e = standing 0.030 0.690 0.402 0.508 f = sitting 0.000 1.000 1.000 1.000 g = running 0.025 0.845 0.754 0.797 h = walking ------------------------------------------------------- 0.043 0.749 0.740 0.737 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.917 0.802 0.856 a = climbingdown 0.045 0.752 0.820 0.784 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.077 0.641 0.781 0.704 d = lying 0.095 0.514 0.607 0.556 e = standing 0.037 0.640 0.393 0.487 f = sitting 0.000 1.000 0.983 0.992 g = running 0.027 0.846 0.846 0.846 h = walking ------------------------------------------------------- 0.042 0.759 0.752 0.749 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.020 0.819 0.708 0.760 a = climbingdown 0.054 0.708 0.795 0.749 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.084 0.643 0.866 0.738 d = lying 0.059 0.674 0.730 0.701 e = standing 0.022 0.775 0.451 0.570 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.840 0.814 0.827 h = walking ------------------------------------------------------- 0.038 0.783 0.772 0.768 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.831 0.719 0.771 a = climbingdown 0.052 0.730 0.844 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.081 0.642 0.835 0.726 d = lying 0.069 0.646 0.762 0.699 e = standing 0.022 0.750 0.393 0.516 f = sitting 0.000 1.000 0.983 0.992 g = running 0.021 0.878 0.837 0.857 h = walking ------------------------------------------------------- 0.038 0.785 0.775 0.768 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.828 0.750 0.787 a = climbingdown 0.038 0.770 0.770 0.770 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.108 0.591 0.898 0.712 d = lying 0.038 0.741 0.656 0.696 e = standing 0.029 0.727 0.459 0.563 f = sitting 0.001 0.992 0.992 0.992 g = running 0.032 0.824 0.837 0.831 h = walking ------------------------------------------------------- 0.038 0.783 0.771 0.767 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.918 0.821 0.867 a = climbingdown 0.052 0.736 0.869 0.797 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.081 0.612 0.732 0.667 d = lying 0.073 0.598 0.648 0.622 e = standing 0.044 0.632 0.455 0.529 f = sitting 0.000 1.000 0.992 0.996 g = running 0.019 0.880 0.798 0.837 h = walking ------------------------------------------------------- 0.040 0.768 0.762 0.760 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.016 0.857 0.758 0.804 a = climbingdown 0.059 0.695 0.803 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.073 0.656 0.795 0.719 d = lying 0.086 0.562 0.664 0.609 e = standing 0.038 0.632 0.397 0.487 f = sitting 0.000 1.000 0.975 0.987 g = running 0.025 0.850 0.791 0.819 h = walking ------------------------------------------------------- 0.043 0.752 0.746 0.742 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.015 0.853 0.674 0.753 a = climbingdown 0.051 0.718 0.862 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.943 0.954 d = lying 0.021 0.831 0.612 0.705 e = standing 0.072 0.683 0.902 0.777 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.832 0.798 0.815 h = walking ------------------------------------------------------- 0.027 0.845 0.834 0.833 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.015 0.847 0.642 0.731 a = climbingdown 0.052 0.701 0.817 0.754 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.926 0.950 d = lying 0.032 0.770 0.636 0.697 e = standing 0.065 0.697 0.869 0.774 f = sitting 0.001 0.992 0.992 0.992 g = running 0.024 0.865 0.879 0.872 h = walking ------------------------------------------------------- 0.027 0.841 0.833 0.832 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.005 0.938 0.642 0.762 a = climbingdown 0.068 0.637 0.796 0.708 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.918 0.945 d = lying 0.039 0.745 0.683 0.713 e = standing 0.059 0.708 0.836 0.767 f = sitting 0.000 1.000 1.000 1.000 g = running 0.028 0.836 0.823 0.829 h = walking ------------------------------------------------------- 0.029 0.838 0.824 0.825 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.012 0.882 0.705 0.784 a = climbingdown 0.047 0.719 0.806 0.760 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.943 0.954 d = lying 0.027 0.808 0.667 0.731 e = standing 0.061 0.711 0.869 0.782 f = sitting 0.000 1.000 1.000 1.000 g = running 0.028 0.843 0.863 0.853 h = walking ------------------------------------------------------- 0.025 0.851 0.844 0.844 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.596 0.727 a = climbingdown 0.050 0.712 0.824 0.764 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.950 0.950 0.950 d = lying 0.030 0.784 0.633 0.700 e = standing 0.065 0.689 0.836 0.756 f = sitting 0.000 1.000 1.000 1.000 g = running 0.043 0.781 0.870 0.823 h = walking ------------------------------------------------------- 0.029 0.838 0.827 0.825 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.010 0.892 0.617 0.730 a = climbingdown 0.047 0.726 0.833 0.776 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.003 0.982 0.909 0.944 d = lying 0.058 0.650 0.633 0.641 e = standing 0.072 0.630 0.713 0.669 f = sitting 0.001 0.992 1.000 0.996 g = running 0.030 0.841 0.902 0.871 h = walking ------------------------------------------------------- 0.031 0.819 0.810 0.810 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.014 0.868 0.702 0.776 a = climbingdown 0.049 0.706 0.778 0.740 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.009 0.948 0.909 0.928 d = lying 0.045 0.722 0.692 0.706 e = standing 0.053 0.720 0.779 0.748 f = sitting 0.001 0.992 0.983 0.987 g = running 0.031 0.832 0.886 0.858 h = walking ------------------------------------------------------- 0.028 0.830 0.826 0.826 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.000 1.000 0.660 0.795 a = climbingdown 0.050 0.731 0.907 0.810 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.942 0.958 d = lying 0.044 0.708 0.625 0.664 e = standing 0.065 0.685 0.820 0.746 f = sitting 0.000 1.000 1.000 1.000 g = running 0.023 0.870 0.870 0.870 h = walking ------------------------------------------------------- 0.027 0.853 0.840 0.840 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.007 0.931 0.713 0.807 a = climbingdown 0.057 0.675 0.787 0.726 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.959 0.967 d = lying 0.044 0.737 0.725 0.731 e = standing 0.048 0.728 0.752 0.740 f = sitting 0.000 1.000 0.983 0.992 g = running 0.036 0.806 0.846 0.825 h = walking ------------------------------------------------------- 0.028 0.839 0.832 0.833 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.723 0.824 a = climbingdown 0.052 0.713 0.852 0.776 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.013 0.926 0.934 0.930 d = lying 0.040 0.745 0.683 0.713 e = standing 0.061 0.679 0.752 0.714 f = sitting 0.001 0.992 0.975 0.983 g = running 0.027 0.846 0.846 0.846 h = walking ------------------------------------------------------- 0.028 0.837 0.829 0.830 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.010 0.884 0.718 0.792 a = climbingdown 0.043 0.726 0.726 0.726 b = climbingup 0.000 1.000 0.950 0.974 c = jumping 0.011 0.938 0.952 0.945 d = lying 0.062 0.690 0.752 0.719 e = standing 0.044 0.729 0.683 0.705 f = sitting 0.000 1.000 1.000 1.000 g = running 0.047 0.755 0.820 0.787 h = walking ------------------------------------------------------- 0.032 0.817 0.814 0.814 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.895 0.800 0.845 a = climbingdown 0.035 0.764 0.718 0.740 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.897 0.897 0.897 d = lying 0.059 0.709 0.789 0.747 e = standing 0.044 0.717 0.643 0.678 f = sitting 0.000 1.000 0.992 0.996 g = running 0.047 0.762 0.852 0.804 h = walking ------------------------------------------------------- 0.031 0.820 0.818 0.817 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.765 0.818 a = climbingdown 0.028 0.800 0.718 0.757 b = climbingup 0.000 1.000 0.950 0.974 c = jumping 0.023 0.872 0.921 0.896 d = lying 0.041 0.771 0.759 0.765 e = standing 0.051 0.715 0.738 0.727 f = sitting 0.000 1.000 0.992 0.996 g = running 0.047 0.764 0.859 0.809 h = walking ------------------------------------------------------- 0.029 0.829 0.827 0.827 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.013 0.863 0.741 0.797 a = climbingdown 0.052 0.712 0.803 0.755 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.011 0.938 0.952 0.945 d = lying 0.032 0.813 0.758 0.784 e = standing 0.037 0.791 0.810 0.800 f = sitting 0.003 0.984 1.000 0.992 g = running 0.041 0.767 0.773 0.770 h = walking ------------------------------------------------------- 0.027 0.841 0.838 0.838 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.016 0.842 0.753 0.795 a = climbingdown 0.043 0.719 0.701 0.710 b = climbingup 0.001 0.950 1.000 0.974 c = jumping 0.026 0.857 0.905 0.880 d = lying 0.068 0.669 0.750 0.707 e = standing 0.048 0.676 0.579 0.624 f = sitting 0.000 1.000 0.975 0.987 g = running 0.046 0.759 0.812 0.785 h = walking ------------------------------------------------------- 0.036 0.788 0.788 0.787 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.022 0.802 0.821 0.812 a = climbingdown 0.042 0.730 0.718 0.724 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.855 0.889 0.872 d = lying 0.065 0.687 0.780 0.730 e = standing 0.036 0.748 0.611 0.672 f = sitting 0.000 1.000 1.000 1.000 g = running 0.040 0.773 0.773 0.773 h = walking ------------------------------------------------------- 0.033 0.802 0.802 0.800 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.738 0.810 a = climbingdown 0.031 0.768 0.650 0.704 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.026 0.863 0.952 0.906 d = lying 0.064 0.681 0.742 0.710 e = standing 0.041 0.720 0.611 0.661 f = sitting 0.003 0.984 1.000 0.992 g = running 0.062 0.710 0.859 0.777 h = walking ------------------------------------------------------- 0.035 0.801 0.798 0.796 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.010 0.890 0.774 0.828 a = climbingdown 0.052 0.698 0.752 0.724 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.933 0.889 0.911 d = lying 0.050 0.741 0.780 0.760 e = standing 0.054 0.695 0.706 0.701 f = sitting 0.000 1.000 0.983 0.992 g = running 0.041 0.766 0.772 0.769 h = walking ------------------------------------------------------- 0.032 0.818 0.813 0.815 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.908 0.821 0.863 a = climbingdown 0.038 0.763 0.769 0.766 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.931 0.968 0.949 d = lying 0.057 0.732 0.848 0.786 e = standing 0.029 0.807 0.698 0.749 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.841 0.835 0.838 h = walking ------------------------------------------------------- 0.025 0.854 0.852 0.852 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.005 0.947 0.845 0.893 a = climbingdown 0.029 0.804 0.741 0.771 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.026 0.854 0.888 0.871 d = lying 0.064 0.678 0.735 0.705 e = standing 0.051 0.670 0.600 0.633 f = sitting 0.001 0.992 1.000 0.996 g = running 0.044 0.775 0.866 0.818 h = walking ------------------------------------------------------- 0.033 0.813 0.811 0.811 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.020 0.694 0.654 0.673 a = climbingdown 0.033 0.789 0.811 0.800 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.007 0.958 0.935 0.947 d = lying 0.021 0.854 0.672 0.752 e = standing 0.067 0.704 0.870 0.778 f = sitting 0.001 0.992 0.992 0.992 g = running 0.008 0.962 0.969 0.966 h = walking ------------------------------------------------------- 0.022 0.870 0.864 0.864 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.012 0.780 0.615 0.688 a = climbingdown 0.035 0.797 0.887 0.839 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.004 0.973 0.886 0.928 d = lying 0.052 0.718 0.730 0.724 e = standing 0.062 0.689 0.756 0.721 f = sitting 0.003 0.984 0.992 0.988 g = running 0.006 0.969 0.946 0.957 h = walking ------------------------------------------------------- 0.025 0.855 0.850 0.851 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.023 0.667 0.667 0.667 a = climbingdown 0.036 0.783 0.849 0.814 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.001 0.991 0.927 0.958 d = lying 0.037 0.800 0.820 0.810 e = standing 0.033 0.829 0.870 0.849 f = sitting 0.000 1.000 0.975 0.987 g = running 0.002 0.992 0.931 0.960 h = walking ------------------------------------------------------- 0.018 0.889 0.884 0.886 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.702 0.647 0.673 a = climbingdown 0.028 0.817 0.802 0.810 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.007 0.959 0.951 0.955 d = lying 0.031 0.786 0.636 0.703 e = standing 0.067 0.702 0.862 0.774 f = sitting 0.001 0.992 0.967 0.979 g = running 0.008 0.963 0.992 0.977 h = walking ------------------------------------------------------- 0.023 0.863 0.860 0.859 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.026 0.620 0.608 0.614 a = climbingdown 0.044 0.739 0.802 0.769 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.003 0.982 0.902 0.941 d = lying 0.033 0.796 0.711 0.751 e = standing 0.058 0.729 0.854 0.787 f = sitting 0.001 0.992 0.967 0.979 g = running 0.003 0.984 0.969 0.977 h = walking ------------------------------------------------------- 0.023 0.861 0.855 0.856 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.707 0.569 0.630 a = climbingdown 0.042 0.764 0.887 0.821 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.973 0.886 0.928 d = lying 0.055 0.694 0.694 0.694 e = standing 0.060 0.695 0.746 0.719 f = sitting 0.000 1.000 0.992 0.996 g = running 0.000 1.000 0.969 0.984 h = walking ------------------------------------------------------- 0.025 0.851 0.847 0.848 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.723 0.667 0.694 a = climbingdown 0.031 0.804 0.819 0.811 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.007 0.959 0.951 0.955 d = lying 0.049 0.757 0.851 0.802 e = standing 0.024 0.852 0.754 0.800 f = sitting 0.001 0.992 0.992 0.992 g = running 0.008 0.962 0.985 0.973 h = walking ------------------------------------------------------- 0.019 0.882 0.881 0.881 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.018 0.675 0.529 0.593 a = climbingdown 0.040 0.771 0.867 0.816 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.002 0.992 0.959 0.975 d = lying 0.042 0.774 0.793 0.784 e = standing 0.039 0.795 0.828 0.811 f = sitting 0.003 0.983 0.975 0.979 g = running 0.002 0.992 0.961 0.976 h = walking ------------------------------------------------------- 0.020 0.876 0.874 0.874 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.016 0.721 0.608 0.660 a = climbingdown 0.032 0.802 0.848 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.975 0.975 0.975 d = lying 0.051 0.744 0.818 0.780 e = standing 0.035 0.805 0.779 0.792 f = sitting 0.000 1.000 0.975 0.987 g = running 0.000 1.000 0.977 0.988 h = walking ------------------------------------------------------- 0.019 0.882 0.881 0.881 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.026 0.642 0.667 0.654 a = climbingdown 0.040 0.750 0.771 0.761 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.005 0.975 0.975 0.975 d = lying 0.033 0.804 0.744 0.773 e = standing 0.045 0.773 0.836 0.803 f = sitting 0.000 1.000 0.967 0.983 g = running 0.005 0.976 0.953 0.965 h = walking ------------------------------------------------------- 0.021 0.869 0.867 0.867 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.026 0.800 0.808 0.804 a = climbingdown 0.021 0.835 0.711 0.768 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.903 0.868 0.885 d = lying 0.067 0.627 0.683 0.654 e = standing 0.063 0.624 0.619 0.622 f = sitting 0.004 0.976 0.917 0.945 g = running 0.045 0.779 0.892 0.832 h = walking ------------------------------------------------------- 0.034 0.797 0.792 0.793 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.029 0.776 0.768 0.772 a = climbingdown 0.013 0.904 0.832 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.920 0.891 0.906 d = lying 0.044 0.694 0.610 0.649 e = standing 0.070 0.639 0.730 0.681 f = sitting 0.009 0.946 0.932 0.939 g = running 0.031 0.839 0.923 0.879 h = walking ------------------------------------------------------- 0.029 0.822 0.819 0.819 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.727 0.809 a = climbingdown 0.024 0.845 0.867 0.856 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.015 0.914 0.907 0.911 d = lying 0.068 0.636 0.724 0.677 e = standing 0.046 0.696 0.619 0.655 f = sitting 0.012 0.934 0.970 0.952 g = running 0.041 0.786 0.853 0.818 h = walking ------------------------------------------------------- 0.031 0.819 0.816 0.815 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.021 0.824 0.758 0.789 a = climbingdown 0.023 0.835 0.761 0.796 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.915 0.918 d = lying 0.065 0.634 0.680 0.656 e = standing 0.058 0.661 0.667 0.664 f = sitting 0.004 0.976 0.939 0.957 g = running 0.038 0.804 0.891 0.846 h = walking ------------------------------------------------------- 0.031 0.813 0.809 0.810 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.857 0.788 0.821 a = climbingdown 0.015 0.888 0.770 0.825 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.864 0.884 0.874 d = lying 0.054 0.672 0.672 0.672 e = standing 0.059 0.656 0.667 0.661 f = sitting 0.010 0.946 0.939 0.943 g = running 0.050 0.750 0.860 0.801 h = walking ------------------------------------------------------- 0.033 0.807 0.804 0.804 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.017 0.854 0.768 0.809 a = climbingdown 0.021 0.842 0.752 0.794 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.883 0.828 0.855 d = lying 0.050 0.678 0.639 0.658 e = standing 0.072 0.629 0.714 0.669 f = sitting 0.012 0.932 0.939 0.935 g = running 0.043 0.784 0.899 0.838 h = walking ------------------------------------------------------- 0.033 0.803 0.799 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.788 0.808 a = climbingdown 0.016 0.875 0.743 0.804 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.869 0.883 0.876 d = lying 0.071 0.613 0.689 0.649 e = standing 0.043 0.680 0.540 0.602 f = sitting 0.020 0.895 0.977 0.934 g = running 0.041 0.797 0.915 0.852 h = walking ------------------------------------------------------- 0.033 0.798 0.798 0.794 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.010 0.906 0.778 0.837 a = climbingdown 0.023 0.835 0.761 0.796 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.030 0.843 0.922 0.881 d = lying 0.052 0.667 0.639 0.653 e = standing 0.057 0.647 0.611 0.629 f = sitting 0.007 0.962 0.954 0.958 g = running 0.045 0.786 0.938 0.855 h = walking ------------------------------------------------------- 0.032 0.808 0.808 0.806 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.846 0.778 0.811 a = climbingdown 0.021 0.845 0.770 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.919 0.883 0.900 d = lying 0.058 0.669 0.713 0.690 e = standing 0.057 0.656 0.640 0.648 f = sitting 0.008 0.953 0.939 0.946 g = running 0.038 0.812 0.938 0.871 h = walking ------------------------------------------------------- 0.030 0.818 0.816 0.816 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.841 0.747 0.791 a = climbingdown 0.023 0.843 0.805 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.854 0.867 0.860 d = lying 0.066 0.629 0.680 0.654 e = standing 0.061 0.628 0.608 0.618 f = sitting 0.014 0.924 0.931 0.928 g = running 0.030 0.838 0.884 0.860 h = walking ------------------------------------------------------- 0.034 0.797 0.796 0.796 Weighted Avg. >> forearm >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.747 0.775 a = climbingdown 0.048 0.673 0.686 0.679 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.937 0.967 0.952 d = lying 0.042 0.727 0.650 0.687 e = standing 0.067 0.662 0.724 0.692 f = sitting 0.003 0.983 0.992 0.987 g = running 0.049 0.720 0.726 0.723 h = walking ------------------------------------------------------- 0.035 0.790 0.790 0.789 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.030 0.776 0.768 0.772 a = climbingdown 0.047 0.649 0.600 0.624 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.918 0.945 d = lying 0.055 0.667 0.634 0.650 e = standing 0.078 0.604 0.661 0.632 f = sitting 0.000 1.000 0.983 0.991 g = running 0.052 0.728 0.798 0.762 h = walking ------------------------------------------------------- 0.038 0.775 0.772 0.773 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.023 0.821 0.788 0.804 a = climbingdown 0.029 0.753 0.610 0.674 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.011 0.936 0.959 0.947 d = lying 0.051 0.676 0.610 0.641 e = standing 0.071 0.640 0.701 0.669 f = sitting 0.003 0.983 1.000 0.992 g = running 0.061 0.701 0.815 0.754 h = walking ------------------------------------------------------- 0.036 0.789 0.788 0.786 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.849 0.798 0.823 a = climbingdown 0.047 0.649 0.600 0.624 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.935 0.951 0.943 d = lying 0.037 0.732 0.577 0.645 e = standing 0.085 0.618 0.764 0.683 f = sitting 0.001 0.991 0.983 0.987 g = running 0.058 0.692 0.742 0.716 h = walking ------------------------------------------------------- 0.037 0.784 0.779 0.778 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.029 0.792 0.816 0.804 a = climbingdown 0.032 0.729 0.590 0.653 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.959 0.963 d = lying 0.033 0.772 0.634 0.696 e = standing 0.074 0.662 0.803 0.726 f = sitting 0.003 0.983 0.991 0.987 g = running 0.054 0.719 0.789 0.752 h = walking ------------------------------------------------------- 0.033 0.807 0.804 0.802 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.020 0.835 0.776 0.804 a = climbingdown 0.048 0.639 0.590 0.614 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.927 0.934 0.931 d = lying 0.040 0.743 0.659 0.698 e = standing 0.068 0.669 0.764 0.713 f = sitting 0.001 0.992 1.000 0.996 g = running 0.058 0.689 0.740 0.714 h = walking ------------------------------------------------------- 0.036 0.788 0.787 0.786 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.030 0.773 0.765 0.769 a = climbingdown 0.037 0.700 0.600 0.646 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.937 0.967 0.952 d = lying 0.042 0.735 0.675 0.703 e = standing 0.060 0.706 0.795 0.748 f = sitting 0.001 0.992 1.000 0.996 g = running 0.045 0.750 0.780 0.765 h = walking ------------------------------------------------------- 0.032 0.803 0.805 0.803 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.019 0.851 0.816 0.833 a = climbingdown 0.044 0.670 0.619 0.644 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.011 0.936 0.959 0.947 d = lying 0.033 0.758 0.585 0.661 e = standing 0.074 0.649 0.756 0.698 f = sitting 0.001 0.992 1.000 0.996 g = running 0.057 0.708 0.789 0.746 h = walking ------------------------------------------------------- 0.034 0.796 0.794 0.792 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.881 0.755 0.813 a = climbingdown 0.032 0.750 0.657 0.701 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.959 0.963 d = lying 0.045 0.677 0.549 0.606 e = standing 0.088 0.617 0.794 0.694 f = sitting 0.001 0.992 1.000 0.996 g = running 0.051 0.737 0.821 0.777 h = walking ------------------------------------------------------- 0.034 0.803 0.797 0.796 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.026 0.782 0.694 0.735 a = climbingdown 0.046 0.697 0.724 0.710 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.951 0.959 0.955 d = lying 0.038 0.710 0.541 0.614 e = standing 0.079 0.638 0.770 0.698 f = sitting 0.003 0.983 1.000 0.992 g = running 0.041 0.777 0.821 0.798 h = walking ------------------------------------------------------- 0.034 0.795 0.793 0.791 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.020 0.884 0.875 0.880 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.991 0.950 0.970 d = lying 0.036 0.854 0.933 0.892 e = standing 0.013 0.939 0.900 0.919 f = sitting 0.000 1.000 1.000 1.000 g = running 0.021 0.905 0.905 0.905 h = walking ------------------------------------------------------- 0.016 � � � Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.011 0.933 0.865 0.897 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.983 0.983 0.983 d = lying 0.030 0.872 0.916 0.893 e = standing 0.015 0.930 0.883 0.906 f = sitting 0.000 1.000 1.000 1.000 g = running 0.026 0.886 0.940 0.912 h = walking ------------------------------------------------------- 0.015 � � � Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.011 0.928 0.802 0.860 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.991 0.967 0.979 d = lying 0.034 0.857 0.915 0.885 e = standing 0.011 0.948 0.917 0.932 f = sitting 0.000 1.000 1.000 1.000 g = running 0.037 0.844 0.931 0.885 h = walking ------------------------------------------------------- 0.017 � � � Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.005 0.966 0.896 0.930 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.983 0.975 0.979 d = lying 0.026 0.887 0.932 0.909 e = standing 0.015 0.929 0.875 0.901 f = sitting 0.000 1.000 1.000 1.000 g = running 0.024 0.896 0.966 0.929 h = walking ------------------------------------------------------- 0.013 � � � Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.939 0.802 0.865 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.967 0.975 0.971 d = lying 0.024 0.897 0.958 0.926 e = standing 0.009 0.956 0.908 0.932 f = sitting 0.000 1.000 1.000 1.000 g = running 0.030 0.874 0.957 0.914 h = walking ------------------------------------------------------- 0.014 � � � Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.908 0.823 0.863 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.992 0.983 0.987 d = lying 0.011 0.949 0.949 0.949 e = standing 0.011 0.949 0.941 0.945 f = sitting 0.000 1.000 1.000 1.000 g = running 0.034 0.858 0.940 0.897 h = walking ------------------------------------------------------- 0.013 � � � Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.013 0.924 0.885 0.904 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.983 0.950 0.966 d = lying 0.013 0.942 0.958 0.950 e = standing 0.013 0.943 0.966 0.954 f = sitting 0.000 1.000 1.000 1.000 g = running 0.021 0.908 0.931 0.919 h = walking ------------------------------------------------------- 0.011 � � � Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.879 0.842 0.860 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.966 0.958 0.962 d = lying 0.021 0.905 0.890 0.897 e = standing 0.021 0.908 0.908 0.908 f = sitting 0.000 1.000 1.000 1.000 g = running 0.028 0.878 0.931 0.904 h = walking ------------------------------------------------------- 0.017 � � � Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.938 0.789 0.857 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.991 0.975 0.983 d = lying 0.017 0.922 0.907 0.915 e = standing 0.019 0.919 0.950 0.934 f = sitting 0.000 1.000 1.000 1.000 g = running 0.036 0.854 0.965 0.906 h = walking ------------------------------------------------------- 0.015 � � � Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.007 0.949 0.779 0.855 a = climbingdown 0.000 � � � b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.983 0.966 0.975 d = lying 0.028 0.882 0.949 0.914 e = standing 0.008 0.965 0.916 0.940 f = sitting 0.000 1.000 1.000 1.000 g = running 0.036 0.855 0.974 0.911 h = walking ------------------------------------------------------- 0.015 � � � Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.871 0.917 0.893 a = climbingdown 0.041 0.730 0.730 0.730 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.901 0.886 0.893 d = lying 0.055 0.710 0.851 0.774 e = standing 0.021 0.868 0.854 0.861 f = sitting 0.001 0.992 0.804 0.888 g = running 0.034 0.816 0.835 0.825 h = walking ------------------------------------------------------- 0.025 0.849 0.841 0.842 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.861 0.916 0.888 a = climbingdown 0.045 0.714 0.746 0.730 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.904 0.919 0.911 d = lying 0.053 0.720 0.851 0.780 e = standing 0.009 0.935 0.820 0.873 f = sitting 0.001 0.992 0.851 0.916 g = running 0.035 0.805 0.811 0.808 h = walking ------------------------------------------------------- 0.024 0.855 0.847 0.849 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.900 0.947 0.923 a = climbingdown 0.029 0.809 0.816 0.812 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.917 0.894 0.905 d = lying 0.060 0.694 0.850 0.764 e = standing 0.020 0.872 0.836 0.854 f = sitting 0.001 0.992 0.818 0.896 g = running 0.027 0.850 0.856 0.853 h = walking ------------------------------------------------------- 0.022 0.868 0.859 0.861 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.850 0.895 0.872 a = climbingdown 0.029 0.790 0.728 0.758 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.895 0.902 0.899 d = lying 0.070 0.669 0.892 0.764 e = standing 0.016 0.897 0.861 0.879 f = sitting 0.000 1.000 0.770 0.870 g = running 0.028 0.843 0.856 0.850 h = walking ------------------------------------------------------- 0.025 0.858 0.844 0.846 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.856 0.937 0.894 a = climbingdown 0.029 0.802 0.781 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.922 0.877 0.899 d = lying 0.052 0.721 0.842 0.777 e = standing 0.021 0.867 0.852 0.860 f = sitting 0.007 0.960 0.823 0.886 g = running 0.024 0.867 0.886 0.876 h = walking ------------------------------------------------------- 0.023 0.864 0.858 0.859 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.010 0.914 0.895 0.904 a = climbingdown 0.036 0.763 0.763 0.763 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.922 0.869 0.895 d = lying 0.056 0.712 0.867 0.782 e = standing 0.020 0.877 0.877 0.877 f = sitting 0.000 1.000 0.816 0.899 g = running 0.034 0.824 0.886 0.854 h = walking ------------------------------------------------------- 0.023 0.865 0.855 0.857 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.859 0.895 0.876 a = climbingdown 0.033 0.773 0.746 0.759 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.906 0.869 0.887 d = lying 0.048 0.752 0.908 0.823 e = standing 0.017 0.892 0.877 0.884 f = sitting 0.000 1.000 0.857 0.923 g = running 0.023 0.874 0.894 0.884 h = walking ------------------------------------------------------- 0.021 0.873 0.867 0.868 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.842 0.895 0.867 a = climbingdown 0.036 0.763 0.763 0.763 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.909 0.820 0.862 d = lying 0.047 0.746 0.858 0.798 e = standing 0.041 0.774 0.869 0.819 f = sitting 0.001 0.992 0.823 0.900 g = running 0.023 0.869 0.856 0.863 h = walking ------------------------------------------------------- 0.025 0.851 0.843 0.844 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.870 0.916 0.892 a = climbingdown 0.033 0.755 0.675 0.713 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.891 0.869 0.880 d = lying 0.069 0.671 0.883 0.763 e = standing 0.017 0.886 0.828 0.856 f = sitting 0.004 0.975 0.789 0.872 g = running 0.035 0.814 0.864 0.838 h = walking ------------------------------------------------------- 0.027 0.845 0.833 0.835 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.019 0.851 0.905 0.878 a = climbingdown 0.045 0.724 0.781 0.751 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.888 0.910 0.899 d = lying 0.056 0.722 0.908 0.804 e = standing 0.017 0.886 0.828 0.856 f = sitting 0.000 1.000 0.782 0.878 g = running 0.023 0.862 0.803 0.831 h = walking ------------------------------------------------------- 0.024 0.857 0.845 0.846 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.053 0.649 0.654 0.651 a = climbingdown 0.078 0.631 0.734 0.679 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.013 0.867 0.550 0.673 d = lying 0.089 0.519 0.718 0.602 e = standing 0.037 0.719 0.661 0.689 f = sitting 0.095 0.632 0.632 0.632 g = running 0.016 0.869 0.775 0.819 h = walking ------------------------------------------------------- 0.057 0.696 0.675 0.678 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.069 0.586 0.654 0.618 a = climbingdown 0.069 0.651 0.706 0.677 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.793 0.557 0.655 d = lying 0.088 0.530 0.744 0.619 e = standing 0.034 0.725 0.637 0.678 f = sitting 0.081 0.668 0.632 0.650 g = running 0.017 0.864 0.792 0.826 h = walking ------------------------------------------------------- 0.056 0.691 0.675 0.677 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.056 0.634 0.638 0.636 a = climbingdown 0.068 0.682 0.797 0.735 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.837 0.626 0.716 d = lying 0.103 0.500 0.769 0.606 e = standing 0.025 0.766 0.581 0.661 f = sitting 0.089 0.641 0.613 0.627 g = running 0.013 0.892 0.758 0.820 h = walking ------------------------------------------------------- 0.055 0.707 0.684 0.687 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.066 0.590 0.631 0.610 a = climbingdown 0.067 0.656 0.699 0.677 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.014 0.865 0.588 0.700 d = lying 0.079 0.537 0.684 0.602 e = standing 0.024 0.790 0.642 0.709 f = sitting 0.105 0.631 0.696 0.662 g = running 0.017 0.866 0.808 0.836 h = walking ------------------------------------------------------- 0.057 0.702 0.684 0.687 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.050 0.653 0.623 0.638 a = climbingdown 0.081 0.638 0.784 0.704 b = climbingup 0.001 0.923 0.857 0.889 c = jumping 0.027 0.765 0.577 0.658 d = lying 0.096 0.491 0.692 0.574 e = standing 0.029 0.755 0.626 0.684 f = sitting 0.086 0.649 0.621 0.635 g = running 0.015 0.877 0.775 0.823 h = walking ------------------------------------------------------- 0.057 0.689 0.672 0.674 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.070 0.565 0.605 0.584 a = climbingdown 0.059 0.701 0.752 0.726 b = climbingup 0.004 0.778 1.000 0.875 c = jumping 0.029 0.766 0.631 0.692 d = lying 0.080 0.539 0.701 0.610 e = standing 0.043 0.681 0.642 0.661 f = sitting 0.079 0.668 0.616 0.641 g = running 0.014 0.888 0.792 0.837 h = walking ------------------------------------------------------- 0.055 0.687 0.677 0.679 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.064 0.610 0.667 0.637 a = climbingdown 0.075 0.636 0.719 0.675 b = climbingup 0.001 0.929 0.929 0.929 c = jumping 0.020 0.821 0.600 0.693 d = lying 0.092 0.494 0.672 0.569 e = standing 0.053 0.638 0.659 0.648 f = sitting 0.089 0.615 0.552 0.582 g = running 0.010 0.908 0.742 0.817 h = walking ------------------------------------------------------- 0.060 0.673 0.655 0.658 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.054 0.659 0.690 0.674 a = climbingdown 0.066 0.675 0.745 0.708 b = climbingup 0.001 0.929 0.929 0.929 c = jumping 0.027 0.795 0.685 0.736 d = lying 0.071 0.575 0.724 0.641 e = standing 0.050 0.632 0.602 0.617 f = sitting 0.071 0.704 0.655 0.679 g = running 0.020 0.840 0.742 0.788 h = walking ------------------------------------------------------- 0.052 0.701 0.693 0.695 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.059 0.619 0.643 0.631 a = climbingdown 0.073 0.639 0.706 0.671 b = climbingup 0.001 0.909 0.714 0.800 c = jumping 0.023 0.804 0.631 0.707 d = lying 0.092 0.515 0.733 0.605 e = standing 0.036 0.693 0.569 0.625 f = sitting 0.085 0.665 0.655 0.660 g = running 0.023 0.811 0.717 0.761 h = walking ------------------------------------------------------- 0.058 0.680 0.665 0.668 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.055 0.659 0.705 0.682 a = climbingdown 0.066 0.678 0.758 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.819 0.592 0.688 d = lying 0.079 0.546 0.716 0.619 e = standing 0.043 0.681 0.642 0.661 f = sitting 0.096 0.627 0.621 0.624 g = running 0.009 0.922 0.783 0.847 h = walking ------------------------------------------------------- 0.055 0.703 0.688 0.691 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.021 0.793 0.704 0.746 a = climbingdown 0.057 0.671 0.838 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.046 0.723 0.780 0.750 d = lying 0.104 0.517 0.795 0.626 e = standing 0.047 0.695 0.695 0.695 f = sitting 0.015 0.917 0.558 0.693 g = running 0.021 0.868 0.830 0.848 h = walking ------------------------------------------------------- 0.041 0.764 0.730 0.732 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.015 0.817 0.592 0.686 a = climbingdown 0.086 0.574 0.829 0.678 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.062 0.671 0.819 0.738 d = lying 0.079 0.582 0.786 0.669 e = standing 0.037 0.696 0.555 0.617 f = sitting 0.020 0.903 0.645 0.753 g = running 0.030 0.806 0.770 0.788 h = walking ------------------------------------------------------- 0.044 0.743 0.713 0.715 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.016 0.825 0.673 0.742 a = climbingdown 0.079 0.590 0.812 0.683 b = climbingup 0.004 0.800 0.941 0.865 c = jumping 0.048 0.712 0.780 0.744 d = lying 0.109 0.508 0.803 0.623 e = standing 0.041 0.694 0.606 0.647 f = sitting 0.022 0.880 0.539 0.669 g = running 0.028 0.817 0.763 0.789 h = walking ------------------------------------------------------- 0.045 0.736 0.698 0.700 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.807 0.684 0.740 a = climbingdown 0.073 0.596 0.769 0.672 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.057 0.678 0.780 0.725 d = lying 0.107 0.508 0.795 0.620 e = standing 0.041 0.676 0.559 0.612 f = sitting 0.026 0.863 0.553 0.674 g = running 0.030 0.811 0.793 0.801 h = walking ------------------------------------------------------- 0.047 0.727 0.694 0.696 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.764 0.694 0.727 a = climbingdown 0.079 0.577 0.769 0.659 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.065 0.647 0.780 0.707 d = lying 0.111 0.508 0.821 0.627 e = standing 0.039 0.644 0.457 0.535 f = sitting 0.016 0.910 0.558 0.691 g = running 0.028 0.823 0.793 0.808 h = walking ------------------------------------------------------- 0.047 0.724 0.685 0.685 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.018 0.826 0.724 0.772 a = climbingdown 0.075 0.604 0.821 0.696 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.057 0.685 0.803 0.739 d = lying 0.097 0.532 0.793 0.637 e = standing 0.042 0.670 0.559 0.609 f = sitting 0.012 0.935 0.594 0.727 g = running 0.028 0.819 0.770 0.794 h = walking ------------------------------------------------------- 0.043 0.750 0.714 0.716 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.019 0.818 0.742 0.778 a = climbingdown 0.056 0.676 0.838 0.748 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.064 0.662 0.819 0.732 d = lying 0.102 0.520 0.793 0.628 e = standing 0.036 0.691 0.528 0.598 f = sitting 0.016 0.915 0.594 0.721 g = running 0.023 0.854 0.822 0.838 h = walking ------------------------------------------------------- 0.042 0.756 0.724 0.725 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.786 0.680 0.729 a = climbingdown 0.087 0.565 0.819 0.669 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.046 0.730 0.811 0.769 d = lying 0.091 0.528 0.733 0.614 e = standing 0.038 0.728 0.654 0.689 f = sitting 0.022 0.893 0.620 0.732 g = running 0.022 0.845 0.726 0.781 h = walking ------------------------------------------------------- 0.043 0.749 0.716 0.721 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.013 0.864 0.722 0.787 a = climbingdown 0.059 0.667 0.845 0.745 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.050 0.709 0.794 0.749 d = lying 0.112 0.505 0.819 0.625 e = standing 0.046 0.664 0.591 0.625 f = sitting 0.025 0.865 0.532 0.659 g = running 0.025 0.845 0.813 0.829 h = walking ------------------------------------------------------- 0.044 0.748 0.714 0.715 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.863 0.711 0.780 a = climbingdown 0.066 0.641 0.845 0.729 b = climbingup 0.003 0.842 1.000 0.914 c = jumping 0.063 0.662 0.810 0.729 d = lying 0.085 0.562 0.784 0.655 e = standing 0.041 0.679 0.567 0.618 f = sitting 0.016 0.921 0.648 0.761 g = running 0.022 0.852 0.776 0.812 h = walking ------------------------------------------------------- 0.041 0.759 0.730 0.732 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.032 0.733 0.695 0.714 a = climbingdown 0.051 0.655 0.720 0.686 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.017 0.880 0.704 0.782 d = lying 0.061 0.690 0.803 0.742 e = standing 0.059 0.698 0.758 0.727 f = sitting 0.003 0.984 0.930 0.956 g = running 0.020 0.882 0.861 0.871 h = walking ------------------------------------------------------- 0.034 0.798 0.789 0.791 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.031 0.720 0.621 0.667 a = climbingdown 0.060 0.617 0.710 0.660 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.024 0.809 0.576 0.673 d = lying 0.074 0.644 0.787 0.708 e = standing 0.063 0.681 0.750 0.714 f = sitting 0.001 0.992 0.953 0.972 g = running 0.029 0.828 0.828 0.828 h = walking ------------------------------------------------------- 0.039 0.767 0.757 0.757 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.043 0.673 0.695 0.684 a = climbingdown 0.061 0.591 0.650 0.619 b = climbingup 0.001 0.929 0.812 0.867 c = jumping 0.034 0.765 0.624 0.687 d = lying 0.067 0.650 0.730 0.687 e = standing 0.059 0.693 0.742 0.717 f = sitting 0.003 0.984 0.930 0.956 g = running 0.022 0.863 0.828 0.845 h = walking ------------------------------------------------------- 0.040 0.757 0.749 0.751 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.038 0.696 0.674 0.684 a = climbingdown 0.061 0.609 0.700 0.651 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.034 0.784 0.696 0.737 d = lying 0.055 0.719 0.820 0.766 e = standing 0.054 0.698 0.688 0.693 f = sitting 0.006 0.966 0.891 0.927 g = running 0.027 0.843 0.836 0.840 h = walking ------------------------------------------------------- 0.038 0.771 0.765 0.766 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.030 0.738 0.653 0.693 a = climbingdown 0.068 0.600 0.750 0.667 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.025 0.841 0.760 0.798 d = lying 0.049 0.731 0.779 0.754 e = standing 0.058 0.692 0.719 0.705 f = sitting 0.001 0.992 0.938 0.964 g = running 0.018 0.887 0.836 0.861 h = walking ------------------------------------------------------- 0.034 0.795 0.785 0.788 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.028 0.764 0.716 0.739 a = climbingdown 0.060 0.624 0.730 0.673 b = climbingup 0.001 0.933 0.875 0.903 c = jumping 0.035 0.779 0.704 0.739 d = lying 0.055 0.715 0.803 0.757 e = standing 0.056 0.688 0.688 0.688 f = sitting 0.004 0.975 0.922 0.948 g = running 0.025 0.845 0.803 0.824 h = walking ------------------------------------------------------- 0.037 0.778 0.772 0.774 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.028 0.750 0.663 0.704 a = climbingdown 0.056 0.620 0.670 0.644 b = climbingup 0.002 0.846 0.688 0.759 c = jumping 0.031 0.782 0.632 0.699 d = lying 0.059 0.708 0.836 0.767 e = standing 0.066 0.647 0.672 0.659 f = sitting 0.006 0.966 0.891 0.927 g = running 0.042 0.778 0.861 0.817 h = walking ------------------------------------------------------- 0.040 0.757 0.750 0.750 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.040 0.712 0.787 0.747 a = climbingdown 0.035 0.732 0.710 0.721 b = climbingup 0.000 1.000 0.750 0.857 c = jumping 0.037 0.772 0.704 0.736 d = lying 0.059 0.679 0.730 0.704 e = standing 0.059 0.672 0.672 0.672 f = sitting 0.004 0.977 0.969 0.973 g = running 0.024 0.861 0.861 0.861 h = walking ------------------------------------------------------- 0.036 0.780 0.778 0.778 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.023 0.790 0.681 0.731 a = climbingdown 0.048 0.685 0.760 0.720 b = climbingup 0.001 0.933 0.875 0.903 c = jumping 0.044 0.726 0.656 0.689 d = lying 0.067 0.660 0.769 0.710 e = standing 0.055 0.683 0.656 0.669 f = sitting 0.003 0.984 0.961 0.973 g = running 0.028 0.839 0.860 0.849 h = walking ------------------------------------------------------- 0.038 0.772 0.769 0.769 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.033 0.742 0.734 0.738 a = climbingdown 0.061 0.622 0.747 0.679 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.778 0.621 0.691 d = lying 0.083 0.609 0.760 0.676 e = standing 0.074 0.603 0.622 0.612 f = sitting 0.000 1.000 0.915 0.955 g = running 0.013 0.913 0.785 0.844 h = walking ------------------------------------------------------- 0.041 0.762 0.746 0.750 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.914 0.889 0.901 a = climbingdown 0.038 0.770 0.815 0.792 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.757 0.882 0.815 d = lying 0.101 0.519 0.643 0.574 e = standing 0.043 0.633 0.452 0.528 f = sitting 0.004 0.977 0.902 0.938 g = running 0.018 0.873 0.807 0.838 h = walking ------------------------------------------------------- 0.037 0.782 0.774 0.773 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.872 0.880 0.876 a = climbingdown 0.047 0.712 0.748 0.730 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.743 0.825 0.782 d = lying 0.079 0.580 0.648 0.613 e = standing 0.051 0.629 0.524 0.571 f = sitting 0.000 1.000 0.923 0.960 g = running 0.025 0.835 0.807 0.821 h = walking ------------------------------------------------------- 0.037 0.774 0.770 0.770 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.887 0.870 0.879 a = climbingdown 0.038 0.758 0.765 0.762 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.068 0.644 0.746 0.691 d = lying 0.095 0.535 0.648 0.587 e = standing 0.054 0.594 0.476 0.529 f = sitting 0.000 1.000 0.860 0.925 g = running 0.022 0.856 0.849 0.852 h = walking ------------------------------------------------------- 0.041 0.759 0.748 0.751 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.885 0.926 0.905 a = climbingdown 0.033 0.793 0.807 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.054 0.711 0.802 0.754 d = lying 0.099 0.519 0.633 0.570 e = standing 0.053 0.574 0.429 0.491 f = sitting 0.003 0.985 0.895 0.938 g = running 0.014 0.903 0.857 0.879 h = walking ------------------------------------------------------- 0.038 0.772 0.766 0.766 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.868 0.860 0.864 a = climbingdown 0.040 0.744 0.756 0.750 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.063 0.690 0.849 0.762 d = lying 0.087 0.548 0.625 0.584 e = standing 0.046 0.632 0.476 0.543 f = sitting 0.003 0.985 0.916 0.949 g = running 0.020 0.866 0.815 0.840 h = walking ------------------------------------------------------- 0.039 0.767 0.762 0.761 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.023 0.842 0.897 0.869 a = climbingdown 0.026 0.825 0.790 0.807 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.057 0.713 0.849 0.775 d = lying 0.074 0.585 0.617 0.601 e = standing 0.053 0.626 0.532 0.575 f = sitting 0.004 0.977 0.908 0.942 g = running 0.014 0.904 0.873 0.888 h = walking ------------------------------------------------------- 0.035 0.786 0.784 0.783 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.870 0.879 0.874 a = climbingdown 0.041 0.733 0.720 0.726 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.058 0.692 0.786 0.736 d = lying 0.097 0.490 0.547 0.517 e = standing 0.053 0.619 0.516 0.563 f = sitting 0.007 0.962 0.901 0.931 g = running 0.026 0.829 0.822 0.826 h = walking ------------------------------------------------------- 0.042 0.747 0.743 0.743 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.012 0.911 0.860 0.885 a = climbingdown 0.038 0.758 0.771 0.765 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.053 0.716 0.802 0.757 d = lying 0.084 0.526 0.547 0.536 e = standing 0.074 0.552 0.548 0.550 f = sitting 0.000 1.000 0.880 0.936 g = running 0.024 0.850 0.864 0.857 h = walking ------------------------------------------------------- 0.040 0.764 0.756 0.759 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.868 0.860 0.864 a = climbingdown 0.034 0.783 0.797 0.790 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.061 0.695 0.833 0.758 d = lying 0.082 0.557 0.609 0.582 e = standing 0.050 0.616 0.488 0.545 f = sitting 0.000 1.000 0.930 0.964 g = running 0.014 0.905 0.890 0.897 h = walking ------------------------------------------------------- 0.037 0.780 0.776 0.776 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.026 0.825 0.879 0.851 a = climbingdown 0.034 0.778 0.771 0.774 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.050 0.708 0.730 0.719 d = lying 0.093 0.536 0.633 0.581 e = standing 0.069 0.536 0.480 0.506 f = sitting 0.001 0.992 0.908 0.949 g = running 0.014 0.900 0.839 0.868 h = walking ------------------------------------------------------- 0.040 0.759 0.753 0.755 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.875 0.814 0.843 a = climbingdown 0.078 0.762 0.810 0.785 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.014 0.875 0.683 0.767 d = lying 0.042 0.746 0.824 0.783 e = standing 0.031 0.809 0.866 0.837 f = sitting 0.001 0.992 1.000 0.996 g = running 0.019 0.872 0.852 0.862 h = walking ------------------------------------------------------- 0.034 0.839 0.835 0.835 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.017 0.831 0.871 0.851 a = climbingdown 0.072 0.770 0.770 0.770 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.023 0.812 0.667 0.732 d = lying 0.037 0.772 0.840 0.805 e = standing 0.044 0.729 0.764 0.746 f = sitting 0.001 0.992 1.000 0.996 g = running 0.024 0.843 0.836 0.839 h = walking ------------------------------------------------------- 0.036 0.817 0.816 0.815 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.765 0.798 a = climbingdown 0.079 0.754 0.774 0.764 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.025 0.779 0.602 0.679 d = lying 0.057 0.682 0.808 0.740 e = standing 0.029 0.821 0.866 0.843 f = sitting 0.001 0.992 0.983 0.987 g = running 0.029 0.812 0.812 0.812 h = walking ------------------------------------------------------- 0.039 0.806 0.804 0.803 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.893 0.788 0.837 a = climbingdown 0.090 0.726 0.761 0.743 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.845 0.707 0.770 d = lying 0.042 0.737 0.784 0.760 e = standing 0.038 0.785 0.890 0.834 f = sitting 0.001 0.992 0.983 0.987 g = running 0.021 0.861 0.827 0.843 h = walking ------------------------------------------------------- 0.038 0.822 0.818 0.818 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.841 0.812 0.826 a = climbingdown 0.072 0.779 0.810 0.794 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.018 0.850 0.691 0.762 d = lying 0.042 0.739 0.792 0.764 e = standing 0.039 0.768 0.835 0.800 f = sitting 0.001 0.992 0.983 0.987 g = running 0.028 0.817 0.811 0.814 h = walking ------------------------------------------------------- 0.035 0.823 0.820 0.820 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.831 0.812 0.821 a = climbingdown 0.079 0.747 0.747 0.747 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.028 0.781 0.667 0.719 d = lying 0.035 0.772 0.784 0.778 e = standing 0.044 0.741 0.811 0.774 f = sitting 0.006 0.959 0.983 0.971 g = running 0.032 0.802 0.827 0.814 h = walking ------------------------------------------------------- 0.039 0.800 0.800 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.012 0.867 0.765 0.812 a = climbingdown 0.084 0.742 0.778 0.759 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.818 0.664 0.733 d = lying 0.036 0.778 0.840 0.808 e = standing 0.040 0.764 0.843 0.801 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.819 0.819 0.819 h = walking ------------------------------------------------------- 0.038 0.818 0.815 0.815 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.022 0.774 0.765 0.769 a = climbingdown 0.069 0.769 0.738 0.753 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.851 0.705 0.771 d = lying 0.034 0.799 0.888 0.841 e = standing 0.038 0.782 0.874 0.825 f = sitting 0.001 0.992 0.983 0.987 g = running 0.027 0.831 0.850 0.840 h = walking ------------------------------------------------------- 0.034 0.826 0.825 0.824 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.840 0.741 0.788 a = climbingdown 0.076 0.758 0.764 0.761 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.015 0.859 0.598 0.705 d = lying 0.036 0.779 0.848 0.812 e = standing 0.050 0.737 0.906 0.813 f = sitting 0.002 0.983 0.975 0.979 g = running 0.033 0.795 0.827 0.811 h = walking ------------------------------------------------------- 0.037 0.815 0.810 0.808 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.019 0.795 0.729 0.761 a = climbingdown 0.082 0.752 0.796 0.773 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.792 0.689 0.737 d = lying 0.028 0.803 0.758 0.780 e = standing 0.044 0.757 0.889 0.818 f = sitting 0.000 1.000 0.975 0.987 g = running 0.024 0.840 0.827 0.833 h = walking ------------------------------------------------------- 0.037 0.816 0.814 0.814 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.794 0.837 a = climbingdown 0.025 0.812 0.774 0.792 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.908 0.967 0.937 d = lying 0.037 0.803 0.912 0.854 e = standing 0.015 0.893 0.730 0.803 f = sitting 0.025 0.889 0.900 0.894 g = running 0.040 0.774 0.844 0.808 h = walking ------------------------------------------------------- 0.024 0.857 0.854 0.853 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.022 0.798 0.698 0.744 a = climbingdown 0.025 0.821 0.829 0.825 b = climbingup 0.001 0.950 1.000 0.974 c = jumping 0.015 0.911 0.918 0.914 d = lying 0.049 0.748 0.880 0.809 e = standing 0.017 0.885 0.794 0.837 f = sitting 0.017 0.918 0.838 0.876 g = running 0.040 0.779 0.869 0.822 h = walking ------------------------------------------------------- 0.026 0.844 0.840 0.840 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.005 0.946 0.729 0.824 a = climbingdown 0.027 0.814 0.876 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.950 0.926 0.938 d = lying 0.049 0.760 0.936 0.839 e = standing 0.013 0.907 0.770 0.833 f = sitting 0.013 0.942 0.912 0.927 g = running 0.032 0.821 0.902 0.859 h = walking ------------------------------------------------------- 0.021 0.881 0.873 0.873 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.771 0.809 a = climbingdown 0.018 0.856 0.790 0.822 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.950 0.943 0.947 d = lying 0.032 0.827 0.920 0.871 e = standing 0.020 0.875 0.833 0.854 f = sitting 0.025 0.885 0.868 0.876 g = running 0.035 0.807 0.893 0.848 h = walking ------------------------------------------------------- 0.022 0.869 0.867 0.867 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.740 0.807 a = climbingdown 0.018 0.861 0.829 0.845 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.005 0.968 0.984 0.976 d = lying 0.052 0.752 0.944 0.837 e = standing 0.013 0.908 0.786 0.843 f = sitting 0.015 0.927 0.874 0.900 g = running 0.043 0.759 0.835 0.795 h = walking ------------------------------------------------------- 0.022 0.870 0.862 0.863 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.028 0.768 0.760 0.764 a = climbingdown 0.017 0.865 0.790 0.826 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.921 0.951 0.935 d = lying 0.050 0.757 0.927 0.833 e = standing 0.013 0.902 0.730 0.807 f = sitting 0.014 0.934 0.893 0.913 g = running 0.043 0.754 0.810 0.781 h = walking ------------------------------------------------------- 0.025 0.852 0.846 0.846 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.012 0.883 0.708 0.786 a = climbingdown 0.027 0.804 0.819 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.927 0.943 0.935 d = lying 0.047 0.759 0.887 0.818 e = standing 0.013 0.905 0.754 0.823 f = sitting 0.027 0.881 0.881 0.881 g = running 0.040 0.779 0.876 0.825 h = walking ------------------------------------------------------- 0.025 0.853 0.847 0.847 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.812 0.852 a = climbingdown 0.016 0.872 0.781 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.951 0.951 0.951 d = lying 0.043 0.782 0.927 0.849 e = standing 0.016 0.894 0.808 0.849 f = sitting 0.030 0.869 0.874 0.871 g = running 0.028 0.837 0.893 0.864 h = walking ------------------------------------------------------- 0.022 0.873 0.870 0.870 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.021 0.824 0.781 0.802 a = climbingdown 0.017 0.866 0.800 0.832 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.966 0.943 0.954 d = lying 0.051 0.743 0.887 0.809 e = standing 0.012 0.919 0.816 0.864 f = sitting 0.030 0.865 0.843 0.854 g = running 0.033 0.809 0.876 0.841 h = walking ------------------------------------------------------- 0.024 0.860 0.855 0.856 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.021 0.833 0.833 0.833 a = climbingdown 0.034 0.766 0.810 0.787 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.914 0.959 0.936 d = lying 0.052 0.742 0.903 0.815 e = standing 0.016 0.887 0.752 0.814 f = sitting 0.013 0.940 0.887 0.913 g = running 0.024 0.836 0.760 0.797 h = walking ------------------------------------------------------- 0.024 0.854 0.849 0.849 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.016 0.848 0.788 0.817 a = climbingdown 0.031 0.742 0.742 0.742 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.057 0.718 0.823 0.767 d = lying 0.023 0.838 0.643 0.728 e = standing 0.043 0.790 0.904 0.843 f = sitting 0.000 1.000 0.960 0.980 g = running 0.020 0.891 0.927 0.909 h = walking ------------------------------------------------------- 0.027 0.840 0.835 0.834 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.014 0.865 0.762 0.810 a = climbingdown 0.045 0.673 0.764 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.079 0.631 0.758 0.689 d = lying 0.041 0.736 0.605 0.664 e = standing 0.040 0.774 0.768 0.771 f = sitting 0.000 1.000 0.976 0.988 g = running 0.022 0.878 0.878 0.878 h = walking ------------------------------------------------------- 0.034 0.800 0.793 0.794 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.815 0.786 0.800 a = climbingdown 0.045 0.663 0.730 0.695 b = climbingup 0.001 0.947 0.947 0.947 c = jumping 0.061 0.687 0.742 0.713 d = lying 0.048 0.732 0.703 0.717 e = standing 0.038 0.782 0.744 0.762 f = sitting 0.003 0.984 0.960 0.972 g = running 0.014 0.917 0.902 0.910 h = walking ------------------------------------------------------- 0.032 0.805 0.802 0.803 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.018 0.827 0.738 0.780 a = climbingdown 0.048 0.653 0.742 0.695 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.072 0.684 0.871 0.766 d = lying 0.036 0.766 0.641 0.698 e = standing 0.033 0.810 0.790 0.800 f = sitting 0.000 1.000 0.928 0.963 g = running 0.019 0.891 0.862 0.876 h = walking ------------------------------------------------------- 0.032 0.814 0.805 0.806 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.827 0.738 0.780 a = climbingdown 0.048 0.632 0.674 0.652 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.068 0.693 0.855 0.765 d = lying 0.026 0.818 0.633 0.714 e = standing 0.028 0.843 0.823 0.833 f = sitting 0.003 0.984 0.984 0.984 g = running 0.030 0.838 0.886 0.862 h = walking ------------------------------------------------------- 0.031 0.816 0.810 0.809 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.011 0.879 0.690 0.773 a = climbingdown 0.047 0.688 0.843 0.758 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.059 0.703 0.782 0.740 d = lying 0.034 0.781 0.641 0.704 e = standing 0.043 0.778 0.847 0.811 f = sitting 0.000 1.000 0.944 0.971 g = running 0.020 0.888 0.902 0.895 h = walking ------------------------------------------------------- 0.030 0.822 0.814 0.814 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.022 0.781 0.679 0.726 a = climbingdown 0.046 0.656 0.708 0.681 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.071 0.682 0.847 0.755 d = lying 0.038 0.748 0.602 0.667 e = standing 0.038 0.794 0.806 0.800 f = sitting 0.001 0.992 0.976 0.984 g = running 0.026 0.851 0.837 0.844 h = walking ------------------------------------------------------- 0.034 0.795 0.791 0.790 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.786 0.835 a = climbingdown 0.044 0.673 0.750 0.710 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.060 0.699 0.766 0.731 d = lying 0.047 0.726 0.664 0.694 e = standing 0.028 0.840 0.806 0.823 f = sitting 0.003 0.984 0.984 0.984 g = running 0.026 0.860 0.902 0.881 h = walking ------------------------------------------------------- 0.031 0.817 0.813 0.814 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.824 0.726 0.772 a = climbingdown 0.041 0.655 0.648 0.651 b = climbingup 0.003 0.900 1.000 0.947 c = jumping 0.084 0.603 0.710 0.652 d = lying 0.057 0.655 0.578 0.614 e = standing 0.033 0.810 0.790 0.800 f = sitting 0.000 1.000 0.952 0.975 g = running 0.038 0.806 0.878 0.840 h = walking ------------------------------------------------------- 0.039 0.769 0.765 0.765 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.823 0.607 0.699 a = climbingdown 0.047 0.660 0.750 0.702 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.071 0.675 0.823 0.742 d = lying 0.039 0.761 0.672 0.714 e = standing 0.032 0.820 0.806 0.813 f = sitting 0.003 0.984 0.968 0.976 g = running 0.036 0.803 0.829 0.816 h = walking ------------------------------------------------------- 0.034 0.798 0.791 0.791 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.026 0.747 0.615 0.674 a = climbingdown 0.069 0.598 0.623 0.610 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.057 0.718 0.843 0.775 d = lying 0.095 0.571 0.762 0.653 e = standing 0.015 0.784 0.328 0.462 f = sitting 0.004 0.976 0.992 0.984 g = running 0.069 0.662 0.754 0.705 h = walking ------------------------------------------------------- 0.048 0.725 0.711 0.701 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.032 0.733 0.688 0.710 a = climbingdown 0.075 0.567 0.590 0.578 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.053 0.735 0.850 0.788 d = lying 0.062 0.664 0.752 0.705 e = standing 0.023 0.773 0.475 0.589 f = sitting 0.008 0.953 1.000 0.976 g = running 0.059 0.688 0.731 0.709 h = walking ------------------------------------------------------- 0.044 0.736 0.732 0.727 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.038 0.670 0.615 0.641 a = climbingdown 0.067 0.578 0.549 0.563 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.049 0.729 0.764 0.746 d = lying 0.090 0.602 0.826 0.697 e = standing 0.031 0.676 0.393 0.497 f = sitting 0.000 1.000 0.967 0.983 g = running 0.069 0.660 0.752 0.703 h = walking ------------------------------------------------------- 0.049 0.709 0.704 0.698 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.021 0.781 0.600 0.679 a = climbingdown 0.059 0.639 0.628 0.633 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.054 0.685 0.669 0.677 d = lying 0.097 0.572 0.785 0.662 e = standing 0.037 0.658 0.430 0.520 f = sitting 0.004 0.975 0.983 0.979 g = running 0.073 0.654 0.775 0.709 h = walking ------------------------------------------------------- 0.049 0.712 0.704 0.700 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.032 0.724 0.663 0.692 a = climbingdown 0.062 0.664 0.736 0.698 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.051 0.748 0.866 0.803 d = lying 0.059 0.679 0.752 0.714 e = standing 0.036 0.698 0.496 0.580 f = sitting 0.001 0.992 0.983 0.987 g = running 0.044 0.748 0.736 0.742 h = walking ------------------------------------------------------- 0.040 0.755 0.755 0.751 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.024 0.769 0.632 0.694 a = climbingdown 0.068 0.615 0.661 0.637 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.063 0.697 0.835 0.760 d = lying 0.073 0.647 0.802 0.716 e = standing 0.029 0.650 0.322 0.431 f = sitting 0.007 0.960 0.992 0.975 g = running 0.062 0.681 0.744 0.711 h = walking ------------------------------------------------------- 0.047 0.719 0.719 0.708 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.022 0.807 0.747 0.776 a = climbingdown 0.059 0.664 0.702 0.683 b = climbingup 0.002 0.900 1.000 0.947 c = jumping 0.050 0.750 0.857 0.800 d = lying 0.067 0.682 0.868 0.764 e = standing 0.021 0.783 0.446 0.568 f = sitting 0.000 1.000 0.983 0.992 g = running 0.043 0.762 0.767 0.764 h = walking ------------------------------------------------------- 0.037 0.779 0.773 0.767 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.029 0.758 0.726 0.742 a = climbingdown 0.063 0.659 0.736 0.695 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.044 0.761 0.810 0.785 d = lying 0.081 0.631 0.835 0.719 e = standing 0.032 0.681 0.405 0.508 f = sitting 0.001 0.992 0.975 0.983 g = running 0.046 0.732 0.698 0.714 h = walking ------------------------------------------------------- 0.042 0.749 0.746 0.740 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.034 0.726 0.726 0.726 a = climbingdown 0.058 0.667 0.694 0.680 b = climbingup 0.002 0.889 0.941 0.914 c = jumping 0.048 0.735 0.770 0.752 d = lying 0.077 0.622 0.760 0.684 e = standing 0.033 0.711 0.488 0.578 f = sitting 0.003 0.983 0.983 0.983 g = running 0.055 0.688 0.682 0.685 h = walking ------------------------------------------------------- 0.044 0.736 0.733 0.730 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.024 0.793 0.726 0.758 a = climbingdown 0.066 0.650 0.736 0.690 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.059 0.717 0.865 0.784 d = lying 0.063 0.678 0.802 0.735 e = standing 0.019 0.806 0.479 0.601 f = sitting 0.000 1.000 0.975 0.987 g = running 0.047 0.728 0.705 0.717 h = walking ------------------------------------------------------- 0.040 0.770 0.761 0.758 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.871 0.568 0.688 a = climbingdown 0.058 0.664 0.761 0.709 b = climbingup 0.004 0.857 0.947 0.900 c = jumping 0.027 0.854 0.910 0.881 d = lying 0.059 0.625 0.588 0.606 e = standing 0.048 0.724 0.730 0.727 f = sitting 0.001 0.992 0.983 0.987 g = running 0.054 0.725 0.806 0.763 h = walking ------------------------------------------------------- 0.037 0.780 0.775 0.772 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.835 0.695 0.759 a = climbingdown 0.064 0.629 0.722 0.672 b = climbingup 0.002 0.905 1.000 0.950 c = jumping 0.023 0.874 0.910 0.892 d = lying 0.042 0.717 0.639 0.676 e = standing 0.042 0.767 0.818 0.792 f = sitting 0.000 1.000 1.000 1.000 g = running 0.038 0.777 0.764 0.770 h = walking ------------------------------------------------------- 0.032 0.804 0.802 0.801 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.010 0.883 0.564 0.688 a = climbingdown 0.070 0.612 0.731 0.667 b = climbingup 0.002 0.900 1.000 0.947 c = jumping 0.026 0.856 0.884 0.870 d = lying 0.057 0.636 0.588 0.611 e = standing 0.058 0.682 0.727 0.704 f = sitting 0.000 1.000 1.000 1.000 g = running 0.049 0.740 0.789 0.764 h = walking ------------------------------------------------------- 0.038 0.775 0.767 0.766 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.018 0.822 0.638 0.719 a = climbingdown 0.060 0.681 0.852 0.757 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.846 0.909 0.876 d = lying 0.047 0.711 0.681 0.695 e = standing 0.031 0.809 0.769 0.788 f = sitting 0.003 0.984 1.000 0.992 g = running 0.031 0.812 0.772 0.792 h = walking ------------------------------------------------------- 0.031 0.815 0.812 0.811 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.877 0.532 0.662 a = climbingdown 0.068 0.647 0.833 0.729 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.018 0.891 0.876 0.883 d = lying 0.052 0.667 0.622 0.643 e = standing 0.051 0.727 0.793 0.759 f = sitting 0.003 0.983 0.992 0.988 g = running 0.037 0.795 0.821 0.808 h = walking ------------------------------------------------------- 0.034 0.801 0.792 0.790 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.638 0.741 a = climbingdown 0.056 0.675 0.769 0.719 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.026 0.856 0.884 0.870 d = lying 0.051 0.670 0.613 0.640 e = standing 0.051 0.727 0.793 0.759 f = sitting 0.001 0.992 0.992 0.992 g = running 0.036 0.806 0.846 0.825 h = walking ------------------------------------------------------- 0.033 0.804 0.800 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.016 0.854 0.745 0.795 a = climbingdown 0.054 0.669 0.731 0.699 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.896 0.926 0.911 d = lying 0.037 0.729 0.588 0.651 e = standing 0.057 0.716 0.835 0.771 f = sitting 0.000 1.000 0.992 0.996 g = running 0.041 0.768 0.780 0.774 h = walking ------------------------------------------------------- 0.032 0.809 0.807 0.806 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.691 0.756 a = climbingdown 0.067 0.644 0.806 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.862 0.926 0.892 d = lying 0.034 0.730 0.546 0.625 e = standing 0.055 0.727 0.860 0.788 f = sitting 0.000 1.000 0.992 0.996 g = running 0.031 0.804 0.732 0.766 h = walking ------------------------------------------------------- 0.032 0.806 0.801 0.798 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.871 0.649 0.744 a = climbingdown 0.077 0.601 0.769 0.675 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.023 0.870 0.884 0.877 d = lying 0.047 0.703 0.655 0.678 e = standing 0.047 0.738 0.769 0.753 f = sitting 0.000 1.000 0.983 0.992 g = running 0.033 0.810 0.797 0.803 h = walking ------------------------------------------------------- 0.033 0.803 0.794 0.795 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.847 0.649 0.735 a = climbingdown 0.077 0.607 0.787 0.685 b = climbingup 0.002 0.900 1.000 0.947 c = jumping 0.017 0.903 0.926 0.914 d = lying 0.036 0.777 0.731 0.753 e = standing 0.037 0.790 0.810 0.800 f = sitting 0.000 1.000 0.992 0.996 g = running 0.033 0.796 0.732 0.763 h = walking ------------------------------------------------------- 0.030 0.821 0.813 0.814 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.750 0.464 0.574 a = climbingdown 0.068 0.558 0.538 0.548 b = climbingup 0.001 0.952 1.000 0.976 c = jumping 0.022 0.866 0.817 0.841 d = lying 0.076 0.615 0.672 0.642 e = standing 0.063 0.582 0.508 0.542 f = sitting 0.003 0.984 1.000 0.992 g = running 0.110 0.535 0.719 0.613 h = walking ------------------------------------------------------- 0.052 0.700 0.691 0.690 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.773 0.607 0.680 a = climbingdown 0.053 0.594 0.487 0.535 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.863 0.802 0.831 d = lying 0.085 0.601 0.702 0.648 e = standing 0.063 0.582 0.508 0.542 f = sitting 0.000 1.000 1.000 1.000 g = running 0.116 0.506 0.672 0.577 h = walking ------------------------------------------------------- 0.052 0.704 0.694 0.694 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.030 0.657 0.524 0.583 a = climbingdown 0.052 0.519 0.350 0.418 b = climbingup 0.001 0.950 0.950 0.950 c = jumping 0.021 0.874 0.825 0.849 d = lying 0.096 0.546 0.634 0.587 e = standing 0.088 0.511 0.532 0.521 f = sitting 0.000 1.000 0.983 0.992 g = running 0.113 0.503 0.654 0.568 h = walking ------------------------------------------------------- 0.058 0.664 0.657 0.655 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.027 0.667 0.500 0.571 a = climbingdown 0.078 0.504 0.496 0.500 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.922 0.746 0.825 d = lying 0.114 0.515 0.664 0.580 e = standing 0.068 0.562 0.500 0.529 f = sitting 0.000 1.000 0.992 0.996 g = running 0.094 0.550 0.654 0.597 h = walking ------------------------------------------------------- 0.057 0.681 0.665 0.668 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.750 0.464 0.574 a = climbingdown 0.063 0.540 0.462 0.498 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.026 0.852 0.865 0.858 d = lying 0.095 0.578 0.710 0.637 e = standing 0.051 0.622 0.488 0.547 f = sitting 0.001 0.992 1.000 0.996 g = running 0.115 0.515 0.693 0.591 h = walking ------------------------------------------------------- 0.054 0.695 0.686 0.682 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.027 0.708 0.607 0.654 a = climbingdown 0.056 0.586 0.500 0.540 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.014 0.912 0.825 0.867 d = lying 0.079 0.599 0.649 0.623 e = standing 0.066 0.590 0.552 0.570 f = sitting 0.000 1.000 0.983 0.992 g = running 0.108 0.536 0.709 0.610 h = walking ------------------------------------------------------- 0.051 0.709 0.699 0.701 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.010 0.800 0.381 0.516 a = climbingdown 0.089 0.511 0.586 0.546 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.846 0.873 0.859 d = lying 0.071 0.641 0.695 0.667 e = standing 0.062 0.563 0.464 0.509 f = sitting 0.000 1.000 1.000 1.000 g = running 0.110 0.509 0.646 0.569 h = walking ------------------------------------------------------- 0.054 0.697 0.684 0.681 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.030 0.657 0.524 0.583 a = climbingdown 0.055 0.600 0.517 0.556 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.935 0.808 0.867 d = lying 0.091 0.589 0.710 0.644 e = standing 0.066 0.597 0.568 0.582 f = sitting 0.000 1.000 0.975 0.987 g = running 0.099 0.553 0.693 0.615 h = walking ------------------------------------------------------- 0.051 0.711 0.700 0.702 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.024 0.719 0.548 0.622 a = climbingdown 0.056 0.586 0.500 0.540 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.881 0.832 0.856 d = lying 0.085 0.593 0.685 0.636 e = standing 0.071 0.557 0.512 0.533 f = sitting 0.000 1.000 0.992 0.996 g = running 0.102 0.549 0.701 0.616 h = walking ------------------------------------------------------- 0.052 0.702 0.695 0.695 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.035 0.591 0.470 0.523 a = climbingdown 0.049 0.571 0.414 0.480 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.892 0.856 0.873 d = lying 0.109 0.547 0.723 0.623 e = standing 0.054 0.576 0.424 0.488 f = sitting 0.001 0.992 1.000 0.996 g = running 0.116 0.515 0.693 0.591 h = walking ------------------------------------------------------- 0.055 0.678 0.672 0.667 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.829 0.654 0.731 a = climbingdown 0.045 0.742 0.840 0.788 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.006 0.966 0.935 0.950 d = lying 0.055 0.718 0.777 0.746 e = standing 0.039 0.782 0.762 0.772 f = sitting 0.003 0.983 0.958 0.970 g = running 0.011 0.945 0.931 0.938 h = walking ------------------------------------------------------- 0.024 0.859 0.855 0.856 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.012 0.769 0.577 0.659 a = climbingdown 0.047 0.719 0.774 0.745 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.004 0.975 0.943 0.959 d = lying 0.048 0.744 0.769 0.756 e = standing 0.049 0.736 0.760 0.748 f = sitting 0.000 1.000 1.000 1.000 g = running 0.012 0.938 0.938 0.938 h = walking ------------------------------------------------------- 0.025 0.852 0.851 0.850 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.750 0.635 0.688 a = climbingdown 0.042 0.756 0.849 0.800 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.003 0.983 0.935 0.958 d = lying 0.051 0.744 0.818 0.780 e = standing 0.036 0.798 0.785 0.792 f = sitting 0.001 0.992 0.975 0.983 g = running 0.005 0.976 0.931 0.953 h = walking ------------------------------------------------------- 0.021 0.873 0.869 0.870 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.685 0.712 0.698 a = climbingdown 0.044 0.737 0.792 0.764 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.004 0.974 0.902 0.937 d = lying 0.054 0.723 0.777 0.749 e = standing 0.049 0.732 0.744 0.738 f = sitting 0.001 0.992 0.975 0.983 g = running 0.006 0.967 0.900 0.932 h = walking ------------------------------------------------------- 0.025 0.850 0.843 0.846 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.841 0.712 0.771 a = climbingdown 0.037 0.788 0.886 0.834 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.991 0.934 0.962 d = lying 0.076 0.653 0.793 0.716 e = standing 0.037 0.745 0.603 0.667 f = sitting 0.001 0.992 1.000 0.996 g = running 0.008 0.961 0.946 0.953 h = walking ------------------------------------------------------- 0.025 0.860 0.854 0.854 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.750 0.692 0.720 a = climbingdown 0.041 0.752 0.810 0.780 b = climbingup 0.003 0.895 1.000 0.944 c = jumping 0.003 0.982 0.918 0.949 d = lying 0.069 0.659 0.736 0.695 e = standing 0.049 0.716 0.686 0.700 f = sitting 0.000 1.000 0.958 0.979 g = running 0.011 0.945 0.931 0.938 h = walking ------------------------------------------------------- 0.027 0.840 0.835 0.837 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.027 0.600 0.588 0.594 a = climbingdown 0.045 0.718 0.752 0.735 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.951 0.959 d = lying 0.048 0.754 0.810 0.781 e = standing 0.036 0.791 0.752 0.771 f = sitting 0.000 1.000 0.967 0.983 g = running 0.012 0.938 0.931 0.934 h = walking ------------------------------------------------------- 0.024 0.851 0.849 0.850 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.016 0.739 0.667 0.701 a = climbingdown 0.045 0.737 0.829 0.780 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.950 0.943 0.947 d = lying 0.057 0.683 0.678 0.680 e = standing 0.054 0.712 0.736 0.724 f = sitting 0.000 1.000 0.983 0.992 g = running 0.008 0.959 0.900 0.929 h = walking ------------------------------------------------------- 0.027 0.841 0.837 0.838 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.778 0.686 0.729 a = climbingdown 0.043 0.748 0.819 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.933 0.910 0.921 d = lying 0.056 0.706 0.736 0.721 e = standing 0.050 0.725 0.719 0.722 f = sitting 0.000 1.000 0.992 0.996 g = running 0.011 0.944 0.915 0.930 h = walking ------------------------------------------------------- 0.026 0.845 0.842 0.843 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.011 0.810 0.667 0.731 a = climbingdown 0.029 0.828 0.914 0.869 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.002 0.991 0.918 0.953 d = lying 0.074 0.664 0.808 0.729 e = standing 0.041 0.748 0.661 0.702 f = sitting 0.002 0.992 0.992 0.992 g = running 0.002 0.992 0.962 0.977 h = walking ------------------------------------------------------- 0.023 0.870 0.864 0.865 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.031 0.767 0.798 0.782 a = climbingdown 0.043 0.663 0.558 0.606 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.049 0.739 0.797 0.767 d = lying 0.060 0.686 0.787 0.733 e = standing 0.033 0.778 0.677 0.724 f = sitting 0.003 0.983 0.908 0.944 g = running 0.050 0.734 0.797 0.764 h = walking ------------------------------------------------------- 0.038 0.770 0.768 0.767 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.039 0.694 0.687 0.690 a = climbingdown 0.064 0.564 0.549 0.556 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.050 0.743 0.836 0.787 d = lying 0.047 0.733 0.787 0.759 e = standing 0.022 0.845 0.702 0.767 f = sitting 0.003 0.983 0.885 0.931 g = running 0.050 0.741 0.828 0.782 h = walking ------------------------------------------------------- 0.038 0.768 0.762 0.763 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.025 0.768 0.636 0.696 a = climbingdown 0.068 0.605 0.690 0.645 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.778 0.820 0.798 d = lying 0.046 0.740 0.795 0.767 e = standing 0.033 0.795 0.750 0.772 f = sitting 0.003 0.983 0.900 0.940 g = running 0.037 0.794 0.812 0.803 h = walking ------------------------------------------------------- 0.035 0.789 0.783 0.784 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.046 0.660 0.687 0.673 a = climbingdown 0.063 0.557 0.522 0.539 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.042 0.779 0.852 0.813 d = lying 0.051 0.698 0.721 0.710 e = standing 0.028 0.800 0.677 0.734 f = sitting 0.003 0.983 0.892 0.935 g = running 0.061 0.690 0.781 0.733 h = walking ------------------------------------------------------- 0.041 0.748 0.744 0.745 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.747 0.763 a = climbingdown 0.051 0.661 0.661 0.661 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.046 0.764 0.859 0.809 d = lying 0.049 0.735 0.820 0.775 e = standing 0.024 0.824 0.677 0.743 f = sitting 0.004 0.975 0.915 0.944 g = running 0.038 0.788 0.812 0.800 h = walking ------------------------------------------------------- 0.033 0.797 0.793 0.793 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.046 0.679 0.747 0.712 a = climbingdown 0.046 0.676 0.634 0.654 b = climbingup 0.002 0.889 0.941 0.914 c = jumping 0.052 0.740 0.844 0.788 d = lying 0.051 0.708 0.760 0.733 e = standing 0.033 0.760 0.613 0.679 f = sitting 0.001 0.991 0.885 0.935 g = running 0.038 0.793 0.836 0.814 h = walking ------------------------------------------------------- 0.037 0.772 0.767 0.767 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.034 0.750 0.788 0.768 a = climbingdown 0.060 0.622 0.661 0.641 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.778 0.827 0.802 d = lying 0.057 0.710 0.851 0.774 e = standing 0.019 0.849 0.637 0.728 f = sitting 0.001 0.991 0.869 0.926 g = running 0.044 0.756 0.773 0.764 h = walking ------------------------------------------------------- 0.035 0.789 0.779 0.780 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.036 0.738 0.768 0.752 a = climbingdown 0.039 0.713 0.643 0.676 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.059 0.709 0.827 0.764 d = lying 0.052 0.729 0.843 0.782 e = standing 0.022 0.820 0.589 0.685 f = sitting 0.001 0.992 0.915 0.952 g = running 0.047 0.759 0.836 0.796 h = walking ------------------------------------------------------- 0.035 0.788 0.781 0.780 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.028 0.792 0.816 0.804 a = climbingdown 0.039 0.707 0.625 0.664 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.040 0.782 0.819 0.800 d = lying 0.045 0.738 0.769 0.753 e = standing 0.029 0.821 0.774 0.797 f = sitting 0.003 0.983 0.876 0.926 g = running 0.056 0.721 0.835 0.774 h = walking ------------------------------------------------------- 0.034 0.798 0.794 0.795 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.030 0.753 0.714 0.733 a = climbingdown 0.051 0.672 0.696 0.684 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.048 0.748 0.819 0.782 d = lying 0.046 0.748 0.835 0.789 e = standing 0.023 0.828 0.667 0.739 f = sitting 0.000 1.000 0.930 0.964 g = running 0.036 0.807 0.858 0.832 h = walking ------------------------------------------------------- 0.033 0.802 0.797 0.797 Weighted Avg. >> head >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.872 0.687 0.768 a = climbingdown 0.039 0.782 0.812 0.797 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.038 0.641 0.400 0.493 e = standing 0.105 0.575 0.812 0.673 f = sitting 0.000 1.000 0.983 0.992 g = running 0.039 0.793 0.888 0.838 h = walking ------------------------------------------------------- 0.034 0.807 0.798 0.794 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.803 0.616 0.697 a = climbingdown 0.055 0.712 0.773 0.742 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.000 1.000 0.943 0.970 d = lying 0.057 0.533 0.384 0.447 e = standing 0.113 0.541 0.766 0.634 f = sitting 0.001 0.992 1.000 0.996 g = running 0.031 0.817 0.824 0.821 h = walking ------------------------------------------------------- 0.040 0.771 0.763 0.761 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.017 0.824 0.616 0.705 a = climbingdown 0.055 0.722 0.812 0.765 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.988 d = lying 0.041 0.643 0.432 0.517 e = standing 0.100 0.592 0.828 0.691 f = sitting 0.000 1.000 0.975 0.987 g = running 0.031 0.822 0.855 0.838 h = walking ------------------------------------------------------- 0.035 0.800 0.792 0.788 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.855 0.717 0.780 a = climbingdown 0.044 0.750 0.750 0.750 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.037 0.662 0.424 0.517 e = standing 0.109 0.568 0.820 0.671 f = sitting 0.000 1.000 0.975 0.987 g = running 0.033 0.824 0.903 0.862 h = walking ------------------------------------------------------- 0.035 0.807 0.797 0.794 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.011 0.884 0.616 0.726 a = climbingdown 0.046 0.755 0.820 0.787 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.988 d = lying 0.041 0.600 0.360 0.450 e = standing 0.112 0.549 0.781 0.645 f = sitting 0.000 1.000 1.000 1.000 g = running 0.039 0.796 0.911 0.850 h = walking ------------------------------------------------------- 0.036 0.796 0.787 0.781 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.776 0.840 a = climbingdown 0.041 0.783 0.844 0.812 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.033 0.662 0.376 0.480 e = standing 0.112 0.561 0.820 0.667 f = sitting 0.000 1.000 0.992 0.996 g = running 0.033 0.810 0.823 0.816 h = walking ------------------------------------------------------- 0.034 0.815 0.804 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.013 0.870 0.684 0.766 a = climbingdown 0.041 0.773 0.797 0.785 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 1.000 1.000 d = lying 0.034 0.662 0.395 0.495 e = standing 0.108 0.575 0.836 0.682 f = sitting 0.000 1.000 1.000 1.000 g = running 0.031 0.827 0.887 0.856 h = walking ------------------------------------------------------- 0.033 0.814 0.805 0.800 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.012 0.870 0.612 0.719 a = climbingdown 0.063 0.689 0.803 0.742 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.988 d = lying 0.042 0.617 0.403 0.488 e = standing 0.103 0.574 0.789 0.664 f = sitting 0.000 1.000 0.992 0.996 g = running 0.037 0.794 0.839 0.816 h = walking ------------------------------------------------------- 0.038 0.790 0.781 0.776 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.013 0.861 0.633 0.729 a = climbingdown 0.049 0.725 0.748 0.736 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.049 0.650 0.540 0.590 e = standing 0.078 0.625 0.748 0.681 f = sitting 0.000 1.000 1.000 1.000 g = running 0.051 0.743 0.863 0.799 h = walking ------------------------------------------------------- 0.035 0.798 0.793 0.791 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.016 0.868 0.806 0.836 a = climbingdown 0.037 0.789 0.795 0.792 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.049 0.613 0.460 0.525 e = standing 0.091 0.598 0.772 0.674 f = sitting 0.001 0.992 1.000 0.996 g = running 0.031 0.820 0.847 0.833 h = walking ------------------------------------------------------- 0.033 0.810 0.807 0.805 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.025 0.820 0.854 0.837 a = climbingdown 0.017 0.850 0.694 0.764 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.030 0.807 0.721 0.762 d = lying 0.030 0.846 0.958 0.898 e = standing 0.026 0.850 0.850 0.850 f = sitting 0.001 0.992 0.992 0.992 g = running 0.038 0.802 0.875 0.837 h = walking ------------------------------------------------------- 0.024 0.856 0.856 0.854 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.024 0.825 0.833 0.829 a = climbingdown 0.031 0.766 0.735 0.750 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.035 0.791 0.746 0.768 d = lying 0.022 0.885 0.958 0.920 e = standing 0.026 0.847 0.833 0.840 f = sitting 0.000 1.000 1.000 1.000 g = running 0.036 0.795 0.808 0.802 h = walking ------------------------------------------------------- 0.024 0.850 0.851 0.850 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.032 0.777 0.833 0.804 a = climbingdown 0.036 0.737 0.753 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.848 0.549 0.667 d = lying 0.023 0.877 0.958 0.916 e = standing 0.064 0.714 0.917 0.803 f = sitting 0.000 1.000 1.000 1.000 g = running 0.025 0.844 0.767 0.803 h = walking ------------------------------------------------------- 0.027 0.836 0.830 0.825 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.021 0.844 0.844 0.844 a = climbingdown 0.025 0.806 0.773 0.789 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.849 0.738 0.789 d = lying 0.032 0.838 0.958 0.894 e = standing 0.023 0.870 0.892 0.881 f = sitting 0.000 1.000 0.992 0.996 g = running 0.030 0.825 0.832 0.828 h = walking ------------------------------------------------------- 0.022 0.867 0.867 0.865 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.820 0.854 0.837 a = climbingdown 0.025 0.802 0.753 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.849 0.738 0.789 d = lying 0.035 0.825 0.950 0.883 e = standing 0.013 0.923 0.900 0.911 f = sitting 0.000 1.000 1.000 1.000 g = running 0.028 0.844 0.866 0.855 h = walking ------------------------------------------------------- 0.021 0.872 0.871 0.870 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.032 0.775 0.823 0.798 a = climbingdown 0.039 0.743 0.835 0.786 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.044 0.744 0.713 0.728 d = lying 0.036 0.816 0.933 0.871 e = standing 0.020 0.872 0.792 0.830 f = sitting 0.000 1.000 0.975 0.987 g = running 0.019 0.874 0.756 0.811 h = walking ------------------------------------------------------- 0.026 0.839 0.836 0.835 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.038 0.750 0.844 0.794 a = climbingdown 0.034 0.753 0.753 0.753 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.044 0.758 0.770 0.764 d = lying 0.020 0.891 0.958 0.923 e = standing 0.026 0.836 0.773 0.803 f = sitting 0.000 1.000 0.992 0.996 g = running 0.017 0.887 0.790 0.836 h = walking ------------------------------------------------------- 0.025 0.847 0.845 0.845 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.034 0.767 0.823 0.794 a = climbingdown 0.025 0.804 0.763 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.025 0.813 0.607 0.695 d = lying 0.044 0.784 0.916 0.845 e = standing 0.039 0.797 0.891 0.841 f = sitting 0.000 1.000 0.983 0.992 g = running 0.026 0.845 0.824 0.834 h = walking ------------------------------------------------------- 0.027 0.836 0.834 0.832 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.031 0.782 0.823 0.802 a = climbingdown 0.037 0.748 0.794 0.770 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.750 0.713 0.731 d = lying 0.025 0.863 0.899 0.881 e = standing 0.031 0.828 0.849 0.838 f = sitting 0.000 1.000 0.983 0.992 g = running 0.025 0.843 0.765 0.802 h = walking ------------------------------------------------------- 0.026 0.837 0.836 0.836 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.021 0.845 0.863 0.854 a = climbingdown 0.023 0.826 0.784 0.804 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.813 0.719 0.763 d = lying 0.023 0.874 0.933 0.902 e = standing 0.029 0.839 0.874 0.856 f = sitting 0.001 0.992 1.000 0.996 g = running 0.031 0.828 0.849 0.838 h = walking ------------------------------------------------------- 0.022 0.864 0.865 0.863 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.912 0.760 0.830 a = climbingdown 0.035 0.780 0.835 0.807 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.935 0.962 d = lying 0.025 0.854 0.910 0.881 e = standing 0.026 0.854 0.951 0.900 f = sitting 0.008 0.955 0.858 0.904 g = running 0.028 0.851 0.902 0.876 h = walking ------------------------------------------------------- 0.019 0.890 0.885 0.885 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.006 0.939 0.802 0.865 a = climbingdown 0.033 0.783 0.783 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.902 0.949 d = lying 0.029 0.829 0.877 0.853 e = standing 0.025 0.859 0.951 0.903 f = sitting 0.014 0.931 0.905 0.918 g = running 0.031 0.839 0.902 0.870 h = walking ------------------------------------------------------- 0.020 0.886 0.882 0.882 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.880 0.688 0.772 a = climbingdown 0.047 0.727 0.835 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.902 0.937 d = lying 0.030 0.830 0.926 0.875 e = standing 0.025 0.857 0.934 0.894 f = sitting 0.007 0.963 0.872 0.915 g = running 0.023 0.874 0.887 0.881 h = walking ------------------------------------------------------- 0.020 0.878 0.872 0.872 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.913 0.656 0.764 a = climbingdown 0.043 0.748 0.852 0.797 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.951 0.951 0.951 d = lying 0.041 0.780 0.909 0.840 e = standing 0.013 0.918 0.918 0.918 f = sitting 0.008 0.954 0.844 0.895 g = running 0.030 0.844 0.895 0.869 h = walking ------------------------------------------------------- 0.021 0.877 0.870 0.869 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.013 0.863 0.656 0.746 a = climbingdown 0.039 0.741 0.748 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.894 0.944 d = lying 0.032 0.805 0.818 0.811 e = standing 0.037 0.807 0.959 0.876 f = sitting 0.012 0.933 0.850 0.890 g = running 0.043 0.795 0.932 0.858 h = walking ------------------------------------------------------- 0.025 0.855 0.848 0.847 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.890 0.768 0.825 a = climbingdown 0.045 0.734 0.817 0.774 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.935 0.962 d = lying 0.029 0.839 0.950 0.891 e = standing 0.015 0.913 0.951 0.932 f = sitting 0.000 1.000 0.830 0.907 g = running 0.026 0.868 0.940 0.903 h = walking ------------------------------------------------------- 0.017 0.898 0.890 0.891 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.005 0.940 0.663 0.778 a = climbingdown 0.038 0.764 0.825 0.793 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.911 0.949 d = lying 0.045 0.764 0.909 0.830 e = standing 0.019 0.893 0.959 0.925 f = sitting 0.004 0.976 0.816 0.889 g = running 0.036 0.825 0.955 0.885 h = walking ------------------------------------------------------- 0.021 0.883 0.872 0.871 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.726 0.826 a = climbingdown 0.045 0.730 0.807 0.767 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.926 0.958 d = lying 0.044 0.757 0.851 0.802 e = standing 0.029 0.843 0.967 0.901 f = sitting 0.006 0.968 0.830 0.894 g = running 0.030 0.842 0.886 0.863 h = walking ------------------------------------------------------- 0.022 0.874 0.863 0.864 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.684 0.769 a = climbingdown 0.045 0.736 0.833 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.918 0.957 d = lying 0.032 0.822 0.917 0.867 e = standing 0.015 0.916 0.984 0.949 f = sitting 0.010 0.947 0.857 0.900 g = running 0.034 0.820 0.864 0.841 h = walking ------------------------------------------------------- 0.020 0.880 0.874 0.874 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.747 0.840 a = climbingdown 0.034 0.795 0.886 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.926 0.962 d = lying 0.036 0.792 0.851 0.821 e = standing 0.017 0.901 0.967 0.933 f = sitting 0.018 0.904 0.837 0.869 g = running 0.020 0.894 0.962 0.927 h = walking ------------------------------------------------------- 0.018 0.894 0.889 0.889 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.872 0.785 0.826 a = climbingdown 0.045 0.785 0.903 0.840 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.919 0.864 0.891 d = lying 0.043 0.714 0.805 0.757 e = standing 0.029 0.813 0.879 0.845 f = sitting 0.045 0.809 0.741 0.774 g = running 0.011 0.910 0.835 0.871 h = walking ------------------------------------------------------- 0.030 0.832 0.828 0.828 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.026 0.815 0.777 0.795 a = climbingdown 0.040 0.799 0.877 0.836 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.001 0.992 0.886 0.936 d = lying 0.037 0.756 0.864 0.806 e = standing 0.024 0.833 0.847 0.840 f = sitting 0.049 0.808 0.800 0.804 g = running 0.010 0.918 0.835 0.874 h = walking ------------------------------------------------------- 0.029 0.845 0.840 0.841 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.893 0.708 0.790 a = climbingdown 0.044 0.792 0.922 0.852 b = climbingup 0.000 1.000 0.733 0.846 c = jumping 0.003 0.974 0.864 0.916 d = lying 0.033 0.785 0.898 0.838 e = standing 0.029 0.812 0.871 0.840 f = sitting 0.042 0.834 0.810 0.822 g = running 0.013 0.910 0.917 0.914 h = walking ------------------------------------------------------- 0.026 0.857 0.851 0.850 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.738 0.803 a = climbingdown 0.047 0.770 0.876 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.966 0.870 0.916 d = lying 0.039 0.759 0.907 0.826 e = standing 0.024 0.831 0.831 0.831 f = sitting 0.042 0.830 0.785 0.807 g = running 0.014 0.902 0.909 0.905 h = walking ------------------------------------------------------- 0.028 0.848 0.843 0.843 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.024 0.809 0.685 0.742 a = climbingdown 0.050 0.760 0.869 0.811 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.006 0.958 0.870 0.912 d = lying 0.039 0.755 0.897 0.820 e = standing 0.022 0.840 0.806 0.823 f = sitting 0.048 0.811 0.799 0.805 g = running 0.009 0.932 0.909 0.921 h = walking ------------------------------------------------------- 0.030 0.837 0.832 0.832 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.025 0.810 0.723 0.764 a = climbingdown 0.043 0.793 0.902 0.844 b = climbingup 0.000 1.000 0.867 0.929 c = jumping 0.007 0.951 0.893 0.921 d = lying 0.042 0.739 0.897 0.811 e = standing 0.021 0.863 0.911 0.886 f = sitting 0.027 0.880 0.755 0.813 g = running 0.017 0.876 0.876 0.876 h = walking ------------------------------------------------------- 0.026 0.850 0.844 0.844 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.023 0.826 0.731 0.776 a = climbingdown 0.056 0.740 0.876 0.802 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.012 0.918 0.855 0.885 d = lying 0.050 0.692 0.846 0.762 e = standing 0.023 0.836 0.823 0.829 f = sitting 0.043 0.814 0.730 0.770 g = running 0.010 0.921 0.868 0.894 h = walking ------------------------------------------------------- 0.032 0.821 0.814 0.815 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.857 0.791 0.823 a = climbingdown 0.045 0.785 0.908 0.842 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.003 0.974 0.855 0.911 d = lying 0.043 0.738 0.915 0.817 e = standing 0.023 0.844 0.878 0.861 f = sitting 0.030 0.867 0.770 0.816 g = running 0.008 0.938 0.883 0.910 h = walking ------------------------------------------------------- 0.025 0.860 0.852 0.853 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.020 0.862 0.822 0.841 a = climbingdown 0.050 0.768 0.908 0.832 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.007 0.949 0.847 0.895 d = lying 0.037 0.768 0.906 0.831 e = standing 0.018 0.861 0.805 0.832 f = sitting 0.044 0.821 0.784 0.802 g = running 0.008 0.936 0.850 0.891 h = walking ------------------------------------------------------- 0.028 0.850 0.844 0.844 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.031 0.779 0.736 0.757 a = climbingdown 0.044 0.791 0.915 0.848 b = climbingup 0.000 1.000 0.733 0.846 c = jumping 0.009 0.936 0.893 0.914 d = lying 0.023 0.832 0.846 0.839 e = standing 0.017 0.875 0.854 0.864 f = sitting 0.041 0.842 0.838 0.840 g = running 0.013 0.904 0.867 0.885 h = walking ------------------------------------------------------- 0.027 0.851 0.849 0.849 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.020 0.802 0.704 0.750 a = climbingdown 0.036 0.774 0.866 0.817 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.798 0.798 0.798 d = lying 0.065 0.549 0.573 0.561 e = standing 0.059 0.623 0.633 0.628 f = sitting 0.034 0.881 0.849 0.864 g = running 0.013 0.919 0.912 0.915 h = walking ------------------------------------------------------- 0.036 0.781 0.779 0.779 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.892 0.755 0.818 a = climbingdown 0.036 0.789 0.941 0.858 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.022 0.842 0.744 0.790 d = lying 0.071 0.559 0.650 0.601 e = standing 0.056 0.636 0.641 0.638 f = sitting 0.028 0.902 0.885 0.894 g = running 0.007 0.953 0.897 0.924 h = walking ------------------------------------------------------- 0.032 0.811 0.801 0.804 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.022 0.776 0.673 0.721 a = climbingdown 0.037 0.772 0.882 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.870 0.729 0.793 d = lying 0.076 0.508 0.564 0.534 e = standing 0.078 0.552 0.625 0.586 f = sitting 0.028 0.899 0.853 0.875 g = running 0.015 0.910 0.897 0.904 h = walking ------------------------------------------------------- 0.037 0.776 0.765 0.768 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.029 0.737 0.714 0.725 a = climbingdown 0.040 0.748 0.849 0.795 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.032 0.794 0.806 0.800 d = lying 0.069 0.554 0.615 0.583 e = standing 0.050 0.664 0.654 0.659 f = sitting 0.034 0.876 0.812 0.843 g = running 0.015 0.906 0.846 0.875 h = walking ------------------------------------------------------- 0.037 0.774 0.768 0.770 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.014 0.844 0.663 0.743 a = climbingdown 0.032 0.797 0.898 0.845 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.024 0.844 0.837 0.840 d = lying 0.070 0.550 0.615 0.581 e = standing 0.060 0.621 0.646 0.633 f = sitting 0.026 0.907 0.853 0.879 g = running 0.017 0.899 0.912 0.905 h = walking ------------------------------------------------------- 0.033 0.798 0.791 0.792 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.019 0.810 0.694 0.747 a = climbingdown 0.032 0.797 0.898 0.845 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.029 0.806 0.775 0.791 d = lying 0.064 0.600 0.692 0.643 e = standing 0.056 0.633 0.638 0.635 f = sitting 0.030 0.895 0.862 0.879 g = running 0.013 0.915 0.868 0.891 h = walking ------------------------------------------------------- 0.034 0.795 0.790 0.791 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.016 0.818 0.643 0.720 a = climbingdown 0.045 0.738 0.907 0.814 b = climbingup 0.000 1.000 0.812 0.897 c = jumping 0.035 0.773 0.773 0.773 d = lying 0.062 0.584 0.624 0.603 e = standing 0.063 0.597 0.606 0.602 f = sitting 0.028 0.900 0.872 0.886 g = running 0.015 0.908 0.868 0.887 h = walking ------------------------------------------------------- 0.036 0.779 0.772 0.773 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.853 0.653 0.740 a = climbingdown 0.038 0.776 0.941 0.851 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.034 0.789 0.820 0.805 d = lying 0.080 0.547 0.698 0.614 e = standing 0.039 0.704 0.598 0.647 f = sitting 0.020 0.924 0.835 0.877 g = running 0.017 0.898 0.911 0.904 h = walking ------------------------------------------------------- 0.032 0.803 0.792 0.793 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.024 0.790 0.814 0.802 a = climbingdown 0.024 0.843 0.907 0.873 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.036 0.769 0.781 0.775 d = lying 0.070 0.560 0.647 0.600 e = standing 0.037 0.710 0.598 0.650 f = sitting 0.039 0.864 0.844 0.854 g = running 0.010 0.938 0.896 0.917 h = walking ------------------------------------------------------- 0.034 0.796 0.793 0.793 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.019 0.797 0.649 0.716 a = climbingdown 0.037 0.777 0.915 0.840 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.033 0.777 0.734 0.755 d = lying 0.070 0.500 0.509 0.504 e = standing 0.073 0.556 0.591 0.573 f = sitting 0.039 0.864 0.848 0.856 g = running 0.018 0.888 0.881 0.885 h = walking ------------------------------------------------------- 0.041 0.755 0.752 0.752 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.019 0.808 0.615 0.698 a = climbingdown 0.026 0.796 0.733 0.763 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.021 0.876 0.841 0.858 d = lying 0.072 0.658 0.806 0.725 e = standing 0.056 0.661 0.605 0.632 f = sitting 0.000 1.000 0.915 0.955 g = running 0.065 0.695 0.870 0.773 h = walking ------------------------------------------------------- 0.037 0.789 0.779 0.779 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.025 0.784 0.719 0.750 a = climbingdown 0.024 0.809 0.752 0.779 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.916 0.865 0.890 d = lying 0.076 0.658 0.855 0.744 e = standing 0.045 0.704 0.589 0.641 f = sitting 0.001 0.992 0.922 0.956 g = running 0.039 0.797 0.894 0.843 h = walking ------------------------------------------------------- 0.032 0.814 0.807 0.807 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.029 0.711 0.562 0.628 a = climbingdown 0.043 0.714 0.792 0.751 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.961 0.778 0.860 d = lying 0.082 0.638 0.839 0.725 e = standing 0.056 0.672 0.636 0.653 f = sitting 0.000 1.000 0.915 0.955 g = running 0.051 0.726 0.797 0.760 h = walking ------------------------------------------------------- 0.037 0.784 0.770 0.772 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.797 0.579 0.671 a = climbingdown 0.038 0.736 0.772 0.754 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.007 0.951 0.776 0.855 d = lying 0.079 0.650 0.855 0.739 e = standing 0.053 0.667 0.594 0.628 f = sitting 0.003 0.984 0.946 0.964 g = running 0.053 0.743 0.894 0.812 h = walking ------------------------------------------------------- 0.036 0.796 0.784 0.783 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.024 0.786 0.695 0.737 a = climbingdown 0.027 0.798 0.782 0.790 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.917 0.800 0.855 d = lying 0.089 0.605 0.790 0.685 e = standing 0.062 0.611 0.539 0.573 f = sitting 0.003 0.984 0.938 0.960 g = running 0.040 0.785 0.862 0.822 h = walking ------------------------------------------------------- 0.037 0.788 0.779 0.780 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.024 0.775 0.653 0.709 a = climbingdown 0.036 0.750 0.802 0.775 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.881 0.832 0.856 d = lying 0.079 0.652 0.863 0.743 e = standing 0.049 0.650 0.508 0.570 f = sitting 0.000 1.000 0.946 0.972 g = running 0.042 0.774 0.837 0.805 h = walking ------------------------------------------------------- 0.035 0.789 0.785 0.783 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.024 0.786 0.695 0.737 a = climbingdown 0.031 0.777 0.792 0.784 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.014 0.912 0.832 0.870 d = lying 0.066 0.697 0.871 0.774 e = standing 0.046 0.692 0.578 0.630 f = sitting 0.001 0.992 0.969 0.980 g = running 0.045 0.763 0.837 0.798 h = walking ------------------------------------------------------- 0.032 0.807 0.804 0.802 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.792 0.600 0.683 a = climbingdown 0.042 0.726 0.820 0.770 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.911 0.816 0.861 d = lying 0.087 0.627 0.839 0.717 e = standing 0.055 0.639 0.539 0.585 f = sitting 0.000 1.000 0.977 0.988 g = running 0.039 0.780 0.805 0.792 h = walking ------------------------------------------------------- 0.036 0.788 0.780 0.779 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.026 0.774 0.684 0.726 a = climbingdown 0.030 0.782 0.790 0.786 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.935 0.808 0.867 d = lying 0.081 0.642 0.839 0.727 e = standing 0.046 0.697 0.594 0.641 f = sitting 0.000 1.000 0.938 0.968 g = running 0.045 0.770 0.870 0.817 h = walking ------------------------------------------------------- 0.033 0.806 0.796 0.797 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.849 0.653 0.738 a = climbingdown 0.031 0.787 0.850 0.817 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.896 0.824 0.858 d = lying 0.066 0.691 0.854 0.764 e = standing 0.049 0.703 0.648 0.675 f = sitting 0.000 1.000 0.938 0.968 g = running 0.042 0.778 0.861 0.817 h = walking ------------------------------------------------------- 0.031 0.819 0.811 0.811 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.020 0.852 0.852 0.852 a = climbingdown 0.021 0.870 0.892 0.881 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.021 0.868 0.827 0.847 d = lying 0.101 0.539 0.698 0.608 e = standing 0.068 0.519 0.441 0.477 f = sitting 0.001 0.992 0.896 0.942 g = running 0.008 0.950 0.942 0.946 h = walking ------------------------------------------------------- 0.034 0.803 0.794 0.796 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.024 0.821 0.806 0.813 a = climbingdown 0.030 0.822 0.883 0.851 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.048 0.755 0.898 0.820 d = lying 0.082 0.588 0.698 0.638 e = standing 0.051 0.581 0.425 0.491 f = sitting 0.000 1.000 0.889 0.941 g = running 0.005 0.965 0.925 0.945 h = walking ------------------------------------------------------- 0.034 0.796 0.793 0.790 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.018 0.863 0.815 0.838 a = climbingdown 0.031 0.820 0.908 0.862 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.023 0.863 0.890 0.876 d = lying 0.081 0.563 0.620 0.590 e = standing 0.074 0.529 0.504 0.516 f = sitting 0.001 0.992 0.896 0.942 g = running 0.008 0.948 0.917 0.932 h = walking ------------------------------------------------------- 0.033 0.800 0.795 0.797 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.028 0.805 0.843 0.824 a = climbingdown 0.027 0.833 0.875 0.854 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.847 0.913 0.879 d = lying 0.084 0.570 0.659 0.612 e = standing 0.061 0.569 0.492 0.528 f = sitting 0.000 1.000 0.910 0.953 g = running 0.001 0.991 0.900 0.943 h = walking ------------------------------------------------------- 0.032 0.808 0.803 0.804 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.028 0.804 0.833 0.818 a = climbingdown 0.026 0.841 0.883 0.862 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.814 0.827 0.820 d = lying 0.085 0.564 0.651 0.604 e = standing 0.065 0.558 0.500 0.527 f = sitting 0.000 1.000 0.923 0.960 g = running 0.001 0.991 0.925 0.957 h = walking ------------------------------------------------------- 0.033 0.801 0.796 0.797 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.029 0.793 0.815 0.804 a = climbingdown 0.022 0.862 0.883 0.872 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.841 0.874 0.857 d = lying 0.098 0.525 0.643 0.578 e = standing 0.073 0.472 0.397 0.431 f = sitting 0.000 1.000 0.902 0.949 g = running 0.006 0.956 0.908 0.932 h = walking ------------------------------------------------------- 0.036 0.784 0.779 0.780 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.028 0.804 0.841 0.822 a = climbingdown 0.023 0.856 0.892 0.873 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.035 0.794 0.819 0.806 d = lying 0.068 0.600 0.605 0.602 e = standing 0.080 0.534 0.556 0.545 f = sitting 0.000 1.000 0.937 0.968 g = running 0.003 0.982 0.892 0.934 h = walking ------------------------------------------------------- 0.033 0.801 0.796 0.798 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.024 0.833 0.888 0.860 a = climbingdown 0.020 0.873 0.858 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.748 0.754 0.751 d = lying 0.101 0.539 0.698 0.608 e = standing 0.056 0.561 0.437 0.491 f = sitting 0.000 1.000 0.902 0.949 g = running 0.003 0.983 0.967 0.975 h = walking ------------------------------------------------------- 0.035 0.795 0.788 0.789 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.038 0.752 0.850 0.798 a = climbingdown 0.018 0.873 0.807 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.837 0.897 0.866 d = lying 0.074 0.566 0.566 0.566 e = standing 0.078 0.553 0.579 0.566 f = sitting 0.000 1.000 0.888 0.941 g = running 0.005 0.966 0.933 0.949 h = walking ------------------------------------------------------- 0.034 0.799 0.791 0.794 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.028 0.798 0.813 0.806 a = climbingdown 0.026 0.835 0.849 0.842 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.769 0.817 0.792 d = lying 0.096 0.523 0.625 0.569 e = standing 0.066 0.524 0.437 0.476 f = sitting 0.000 1.000 0.909 0.952 g = running 0.009 0.940 0.916 0.928 h = walking ------------------------------------------------------- 0.037 0.776 0.771 0.771 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.028 0.711 0.686 0.698 a = climbingdown 0.073 0.757 0.727 0.742 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.876 0.862 0.869 d = lying 0.086 0.585 0.794 0.673 e = standing 0.046 0.635 0.516 0.569 f = sitting 0.001 0.992 1.000 0.996 g = running 0.021 0.858 0.805 0.831 h = walking ------------------------------------------------------- 0.042 0.777 0.771 0.771 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.016 0.794 0.628 0.701 a = climbingdown 0.069 0.758 0.692 0.724 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.839 0.805 0.822 d = lying 0.108 0.524 0.792 0.631 e = standing 0.048 0.630 0.531 0.576 f = sitting 0.000 1.000 0.983 0.992 g = running 0.034 0.783 0.789 0.786 h = walking ------------------------------------------------------- 0.046 0.762 0.748 0.750 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.021 0.760 0.663 0.708 a = climbingdown 0.092 0.707 0.714 0.711 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.867 0.846 0.856 d = lying 0.086 0.564 0.736 0.639 e = standing 0.042 0.676 0.575 0.621 f = sitting 0.001 0.992 0.992 0.992 g = running 0.021 0.860 0.812 0.835 h = walking ------------------------------------------------------- 0.046 0.771 0.764 0.765 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.021 0.735 0.588 0.654 a = climbingdown 0.079 0.750 0.753 0.752 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.898 0.862 0.880 d = lying 0.076 0.601 0.760 0.671 e = standing 0.053 0.639 0.614 0.627 f = sitting 0.000 1.000 0.950 0.974 g = running 0.029 0.811 0.805 0.808 h = walking ------------------------------------------------------- 0.043 0.778 0.771 0.773 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.784 0.682 0.730 a = climbingdown 0.056 0.810 0.771 0.790 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.911 0.829 0.868 d = lying 0.100 0.551 0.816 0.658 e = standing 0.045 0.606 0.449 0.516 f = sitting 0.001 0.992 0.975 0.983 g = running 0.028 0.831 0.883 0.856 h = walking ------------------------------------------------------- 0.040 0.789 0.779 0.778 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.015 0.803 0.624 0.702 a = climbingdown 0.091 0.712 0.721 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.893 0.878 0.885 d = lying 0.083 0.587 0.784 0.671 e = standing 0.050 0.634 0.559 0.594 f = sitting 0.000 1.000 0.967 0.983 g = running 0.025 0.829 0.797 0.813 h = walking ------------------------------------------------------- 0.046 0.774 0.766 0.767 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.787 0.694 0.737 a = climbingdown 0.073 0.750 0.704 0.726 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.879 0.886 0.883 d = lying 0.100 0.534 0.760 0.627 e = standing 0.052 0.598 0.504 0.547 f = sitting 0.000 1.000 0.992 0.996 g = running 0.027 0.814 0.756 0.784 h = walking ------------------------------------------------------- 0.045 0.766 0.756 0.757 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.767 0.659 0.709 a = climbingdown 0.086 0.744 0.796 0.769 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.876 0.805 0.839 d = lying 0.085 0.578 0.768 0.660 e = standing 0.040 0.660 0.504 0.571 f = sitting 0.000 1.000 0.992 0.996 g = running 0.023 0.846 0.819 0.832 h = walking ------------------------------------------------------- 0.044 0.781 0.774 0.773 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.015 0.809 0.647 0.719 a = climbingdown 0.062 0.793 0.761 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.824 0.837 0.831 d = lying 0.092 0.531 0.688 0.599 e = standing 0.050 0.606 0.496 0.545 f = sitting 0.000 1.000 0.983 0.992 g = running 0.032 0.813 0.890 0.850 h = walking ------------------------------------------------------- 0.042 0.772 0.766 0.765 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.020 0.773 0.682 0.725 a = climbingdown 0.070 0.755 0.695 0.724 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.891 0.862 0.876 d = lying 0.108 0.541 0.840 0.658 e = standing 0.029 0.745 0.551 0.633 f = sitting 0.001 0.992 0.975 0.983 g = running 0.028 0.816 0.803 0.810 h = walking ------------------------------------------------------- 0.042 0.787 0.771 0.772 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.861 0.701 0.773 a = climbingdown 0.031 0.778 0.792 0.785 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.133 0.500 0.800 0.615 e = standing 0.036 0.591 0.307 0.404 f = sitting 0.024 0.889 0.850 0.869 g = running 0.037 0.793 0.877 0.833 h = walking ------------------------------------------------------- 0.039 0.777 0.763 0.757 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.014 0.864 0.722 0.787 a = climbingdown 0.032 0.760 0.745 0.752 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.094 0.562 0.728 0.634 e = standing 0.053 0.623 0.520 0.567 f = sitting 0.017 0.918 0.844 0.879 g = running 0.045 0.759 0.877 0.814 h = walking ------------------------------------------------------- 0.036 0.789 0.779 0.780 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.771 0.809 a = climbingdown 0.032 0.769 0.783 0.776 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.125 0.503 0.760 0.605 e = standing 0.047 0.562 0.354 0.435 f = sitting 0.017 0.917 0.831 0.872 g = running 0.030 0.827 0.902 0.863 h = walking ------------------------------------------------------- 0.038 0.782 0.770 0.768 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.005 0.943 0.688 0.795 a = climbingdown 0.029 0.790 0.783 0.787 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.001 0.991 0.951 0.971 d = lying 0.096 0.556 0.720 0.627 e = standing 0.057 0.606 0.524 0.562 f = sitting 0.020 0.908 0.863 0.885 g = running 0.042 0.778 0.918 0.842 h = walking ------------------------------------------------------- 0.036 0.799 0.785 0.787 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.826 0.740 0.780 a = climbingdown 0.035 0.763 0.821 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.103 0.528 0.688 0.597 e = standing 0.064 0.560 0.484 0.519 f = sitting 0.013 0.935 0.812 0.870 g = running 0.036 0.787 0.820 0.803 h = walking ------------------------------------------------------- 0.038 0.779 0.767 0.770 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.708 0.795 a = climbingdown 0.030 0.791 0.821 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 1.000 1.000 d = lying 0.111 0.509 0.688 0.585 e = standing 0.063 0.548 0.452 0.496 f = sitting 0.008 0.956 0.819 0.882 g = running 0.044 0.764 0.877 0.817 h = walking ------------------------------------------------------- 0.037 0.788 0.773 0.775 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.010 0.902 0.771 0.831 a = climbingdown 0.025 0.808 0.762 0.784 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.093 0.530 0.632 0.577 e = standing 0.071 0.535 0.484 0.508 f = sitting 0.017 0.921 0.869 0.894 g = running 0.044 0.764 0.877 0.817 h = walking ------------------------------------------------------- 0.037 0.783 0.776 0.777 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.014 0.855 0.677 0.756 a = climbingdown 0.037 0.741 0.762 0.751 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.115 0.517 0.736 0.607 e = standing 0.048 0.600 0.429 0.500 f = sitting 0.015 0.926 0.863 0.893 g = running 0.044 0.754 0.835 0.792 h = walking ------------------------------------------------------- 0.039 0.777 0.764 0.764 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.010 0.908 0.823 0.863 a = climbingdown 0.023 0.827 0.819 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.091 0.556 0.680 0.612 e = standing 0.056 0.625 0.556 0.588 f = sitting 0.015 0.926 0.856 0.890 g = running 0.036 0.794 0.860 0.825 h = walking ------------------------------------------------------- 0.033 0.808 0.799 0.802 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.014 0.843 0.615 0.711 a = climbingdown 0.044 0.714 0.810 0.759 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.123 0.500 0.736 0.595 e = standing 0.064 0.505 0.389 0.439 f = sitting 0.013 0.932 0.775 0.846 g = running 0.036 0.794 0.860 0.825 h = walking ------------------------------------------------------- 0.041 0.763 0.745 0.746 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.907 0.918 0.912 a = climbingdown 0.011 0.897 0.787 0.838 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.027 0.800 0.608 0.691 d = lying 0.149 0.530 0.899 0.667 e = standing 0.039 0.630 0.368 0.465 f = sitting 0.003 0.984 0.976 0.980 g = running 0.019 0.898 0.927 0.913 h = walking ------------------------------------------------------- 0.039 0.801 0.781 0.776 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.859 0.901 a = climbingdown 0.026 0.800 0.854 0.826 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.039 0.738 0.608 0.667 d = lying 0.150 0.521 0.876 0.653 e = standing 0.033 0.635 0.320 0.426 f = sitting 0.000 1.000 0.976 0.988 g = running 0.011 0.936 0.944 0.940 h = walking ------------------------------------------------------- 0.040 0.792 0.775 0.767 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.882 0.877 a = climbingdown 0.016 0.846 0.742 0.790 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.702 0.584 0.638 d = lying 0.143 0.531 0.868 0.659 e = standing 0.039 0.603 0.328 0.425 f = sitting 0.001 0.992 0.936 0.963 g = running 0.034 0.825 0.911 0.866 h = walking ------------------------------------------------------- 0.044 0.762 0.750 0.742 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.824 0.870 a = climbingdown 0.016 0.865 0.865 0.865 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.055 0.661 0.592 0.624 d = lying 0.148 0.510 0.822 0.629 e = standing 0.042 0.580 0.320 0.412 f = sitting 0.001 0.992 0.952 0.971 g = running 0.020 0.891 0.927 0.909 h = walking ------------------------------------------------------- 0.044 0.767 0.754 0.748 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.020 0.817 0.788 0.802 a = climbingdown 0.016 0.840 0.708 0.768 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.055 0.655 0.576 0.613 d = lying 0.149 0.498 0.791 0.611 e = standing 0.042 0.580 0.320 0.412 f = sitting 0.000 1.000 0.960 0.980 g = running 0.037 0.816 0.927 0.868 h = walking ------------------------------------------------------- 0.048 0.740 0.728 0.721 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.844 0.765 0.802 a = climbingdown 0.030 0.738 0.697 0.717 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.045 0.708 0.600 0.649 d = lying 0.129 0.544 0.828 0.656 e = standing 0.056 0.557 0.392 0.460 f = sitting 0.003 0.983 0.936 0.959 g = running 0.029 0.850 0.911 0.879 h = walking ------------------------------------------------------- 0.045 0.746 0.737 0.734 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.776 0.830 a = climbingdown 0.018 0.841 0.775 0.807 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.061 0.664 0.664 0.664 d = lying 0.125 0.540 0.789 0.641 e = standing 0.045 0.587 0.352 0.440 f = sitting 0.000 1.000 0.968 0.984 g = running 0.037 0.807 0.886 0.845 h = walking ------------------------------------------------------- 0.044 0.755 0.747 0.742 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.922 0.845 0.882 a = climbingdown 0.012 0.899 0.909 0.904 b = climbingup 0.004 0.850 0.944 0.895 c = jumping 0.045 0.687 0.548 0.610 d = lying 0.151 0.505 0.828 0.627 e = standing 0.038 0.634 0.360 0.459 f = sitting 0.001 0.992 0.952 0.971 g = running 0.019 0.899 0.943 0.921 h = walking ------------------------------------------------------- 0.042 0.780 0.763 0.758 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.875 0.833 0.854 a = climbingdown 0.019 0.831 0.784 0.807 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.724 0.613 0.664 d = lying 0.122 0.565 0.852 0.679 e = standing 0.042 0.659 0.448 0.533 f = sitting 0.000 1.000 0.960 0.980 g = running 0.022 0.885 0.943 0.913 h = walking ------------------------------------------------------- 0.039 0.789 0.778 0.775 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.012 0.883 0.810 0.845 a = climbingdown 0.019 0.827 0.761 0.793 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.045 0.735 0.694 0.714 d = lying 0.122 0.560 0.836 0.671 e = standing 0.039 0.635 0.379 0.475 f = sitting 0.003 0.984 0.976 0.980 g = running 0.030 0.842 0.911 0.875 h = walking ------------------------------------------------------- 0.040 0.777 0.768 0.762 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.646 0.752 a = climbingdown 0.069 0.648 0.770 0.704 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.078 0.648 0.820 0.724 d = lying 0.091 0.547 0.664 0.600 e = standing 0.049 0.486 0.279 0.354 f = sitting 0.001 0.992 0.975 0.983 g = running 0.052 0.708 0.708 0.708 h = walking ------------------------------------------------------- 0.050 0.704 0.701 0.693 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.823 0.677 0.743 a = climbingdown 0.064 0.685 0.836 0.753 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.038 0.797 0.859 0.827 d = lying 0.076 0.636 0.803 0.710 e = standing 0.042 0.631 0.434 0.515 f = sitting 0.000 1.000 0.992 0.996 g = running 0.033 0.795 0.715 0.753 h = walking ------------------------------------------------------- 0.039 0.770 0.767 0.762 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.815 0.688 0.746 a = climbingdown 0.075 0.604 0.689 0.644 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.068 0.679 0.828 0.746 d = lying 0.053 0.707 0.770 0.737 e = standing 0.042 0.627 0.426 0.507 f = sitting 0.000 1.000 0.992 0.996 g = running 0.051 0.713 0.708 0.710 h = walking ------------------------------------------------------- 0.044 0.737 0.735 0.731 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.028 0.767 0.719 0.742 a = climbingdown 0.071 0.636 0.746 0.687 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.053 0.745 0.891 0.811 d = lying 0.090 0.571 0.721 0.638 e = standing 0.041 0.577 0.336 0.425 f = sitting 0.000 1.000 1.000 1.000 g = running 0.037 0.752 0.631 0.686 h = walking ------------------------------------------------------- 0.045 0.726 0.726 0.718 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.774 0.677 0.722 a = climbingdown 0.079 0.635 0.828 0.719 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.062 0.694 0.797 0.742 d = lying 0.091 0.562 0.705 0.625 e = standing 0.050 0.519 0.328 0.402 f = sitting 0.001 0.992 0.975 0.983 g = running 0.026 0.814 0.643 0.719 h = walking ------------------------------------------------------- 0.048 0.717 0.713 0.707 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.017 0.833 0.677 0.747 a = climbingdown 0.065 0.650 0.730 0.687 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.763 0.835 0.797 d = lying 0.082 0.615 0.787 0.691 e = standing 0.040 0.642 0.426 0.512 f = sitting 0.001 0.992 0.983 0.988 g = running 0.045 0.742 0.736 0.739 h = walking ------------------------------------------------------- 0.042 0.750 0.746 0.742 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.729 0.761 a = climbingdown 0.050 0.704 0.721 0.713 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.045 0.771 0.874 0.819 d = lying 0.085 0.605 0.779 0.681 e = standing 0.034 0.658 0.397 0.495 f = sitting 0.003 0.984 1.000 0.992 g = running 0.048 0.731 0.736 0.734 h = walking ------------------------------------------------------- 0.041 0.753 0.752 0.746 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.906 0.802 0.851 a = climbingdown 0.060 0.679 0.762 0.718 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.049 0.745 0.827 0.784 d = lying 0.075 0.618 0.730 0.669 e = standing 0.053 0.541 0.380 0.447 f = sitting 0.000 1.000 0.992 0.996 g = running 0.044 0.746 0.729 0.737 h = walking ------------------------------------------------------- 0.042 0.748 0.750 0.745 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.016 0.852 0.719 0.780 a = climbingdown 0.059 0.686 0.770 0.726 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.051 0.738 0.819 0.776 d = lying 0.077 0.624 0.762 0.686 e = standing 0.045 0.593 0.397 0.475 f = sitting 0.000 1.000 0.992 0.996 g = running 0.044 0.752 0.752 0.752 h = walking ------------------------------------------------------- 0.042 0.751 0.751 0.746 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.839 0.547 0.662 a = climbingdown 0.085 0.589 0.736 0.654 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.057 0.723 0.843 0.778 d = lying 0.073 0.639 0.770 0.699 e = standing 0.034 0.675 0.430 0.525 f = sitting 0.000 1.000 0.992 0.996 g = running 0.057 0.687 0.698 0.692 h = walking ------------------------------------------------------- 0.046 0.737 0.728 0.722 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.747 0.830 a = climbingdown 0.058 0.682 0.826 0.747 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.001 0.991 0.951 0.971 d = lying 0.066 0.612 0.617 0.614 e = standing 0.069 0.634 0.697 0.664 f = sitting 0.003 0.984 1.000 0.992 g = running 0.030 0.812 0.734 0.771 h = walking ------------------------------------------------------- 0.033 0.810 0.799 0.802 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.747 0.830 a = climbingdown 0.054 0.675 0.743 0.707 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.060 0.650 0.667 0.658 e = standing 0.063 0.656 0.705 0.680 f = sitting 0.000 1.000 0.983 0.992 g = running 0.042 0.764 0.782 0.773 h = walking ------------------------------------------------------- 0.032 0.814 0.805 0.808 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.883 0.716 0.791 a = climbingdown 0.061 0.648 0.743 0.692 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.045 0.695 0.608 0.649 e = standing 0.066 0.662 0.754 0.705 f = sitting 0.003 0.983 0.983 0.983 g = running 0.048 0.732 0.750 0.741 h = walking ------------------------------------------------------- 0.033 0.803 0.797 0.798 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.010 0.904 0.702 0.790 a = climbingdown 0.054 0.669 0.725 0.696 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.062 0.624 0.608 0.616 e = standing 0.066 0.638 0.680 0.659 f = sitting 0.003 0.984 1.000 0.992 g = running 0.051 0.733 0.798 0.764 h = walking ------------------------------------------------------- 0.035 0.796 0.789 0.790 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.930 0.702 0.800 a = climbingdown 0.043 0.733 0.780 0.756 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.988 d = lying 0.069 0.634 0.708 0.669 e = standing 0.058 0.647 0.615 0.630 f = sitting 0.000 1.000 1.000 1.000 g = running 0.041 0.785 0.855 0.819 h = walking ------------------------------------------------------- 0.031 0.820 0.813 0.814 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.007 0.937 0.787 0.855 a = climbingdown 0.054 0.675 0.743 0.707 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.001 0.991 0.951 0.971 d = lying 0.069 0.617 0.658 0.637 e = standing 0.061 0.648 0.648 0.648 f = sitting 0.001 0.992 1.000 0.996 g = running 0.043 0.760 0.766 0.763 h = walking ------------------------------------------------------- 0.034 0.804 0.797 0.800 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.755 0.835 a = climbingdown 0.051 0.678 0.716 0.696 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.000 1.000 0.934 0.966 d = lying 0.069 0.614 0.650 0.632 e = standing 0.067 0.633 0.664 0.648 f = sitting 0.003 0.983 0.992 0.988 g = running 0.047 0.748 0.797 0.772 h = walking ------------------------------------------------------- 0.035 0.800 0.791 0.794 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.895 0.723 0.800 a = climbingdown 0.047 0.682 0.670 0.676 b = climbingup 0.000 1.000 0.833 0.909 c = jumping 0.003 0.983 0.934 0.958 d = lying 0.061 0.648 0.658 0.653 e = standing 0.068 0.636 0.689 0.661 f = sitting 0.004 0.976 1.000 0.988 g = running 0.054 0.723 0.805 0.762 h = walking ------------------------------------------------------- 0.035 0.794 0.787 0.789 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.702 0.786 a = climbingdown 0.057 0.664 0.743 0.701 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.058 0.658 0.658 0.658 e = standing 0.058 0.680 0.719 0.699 f = sitting 0.003 0.984 1.000 0.992 g = running 0.044 0.752 0.764 0.758 h = walking ------------------------------------------------------- 0.033 0.807 0.801 0.803 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.702 0.795 a = climbingdown 0.040 0.739 0.752 0.745 b = climbingup 0.002 0.889 0.889 0.889 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.038 0.707 0.542 0.613 e = standing 0.084 0.631 0.835 0.719 f = sitting 0.003 0.983 0.967 0.975 g = running 0.050 0.748 0.846 0.794 h = walking ------------------------------------------------------- 0.032 0.817 0.806 0.806 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.024 0.779 0.779 0.779 a = climbingdown 0.067 0.603 0.644 0.623 b = climbingup 0.001 0.944 0.895 0.919 c = jumping 0.008 0.949 0.874 0.910 d = lying 0.088 0.579 0.657 0.615 e = standing 0.073 0.568 0.559 0.563 f = sitting 0.003 0.984 0.992 0.988 g = running 0.049 0.687 0.612 0.648 h = walking ------------------------------------------------------- 0.045 0.737 0.731 0.733 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.027 0.734 0.682 0.707 a = climbingdown 0.063 0.608 0.619 0.613 b = climbingup 0.001 0.950 1.000 0.974 c = jumping 0.008 0.947 0.843 0.892 d = lying 0.081 0.576 0.597 0.586 e = standing 0.100 0.523 0.630 0.571 f = sitting 0.000 1.000 0.975 0.987 g = running 0.052 0.675 0.617 0.645 h = walking ------------------------------------------------------- 0.048 0.726 0.715 0.719 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.032 0.728 0.788 0.757 a = climbingdown 0.057 0.625 0.593 0.609 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.932 0.858 0.893 d = lying 0.080 0.592 0.632 0.611 e = standing 0.079 0.570 0.611 0.590 f = sitting 0.000 1.000 1.000 1.000 g = running 0.048 0.706 0.656 0.680 h = walking ------------------------------------------------------- 0.044 0.741 0.736 0.738 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.027 0.759 0.776 0.767 a = climbingdown 0.053 0.664 0.653 0.658 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.011 0.935 0.913 0.924 d = lying 0.081 0.596 0.654 0.624 e = standing 0.068 0.606 0.611 0.609 f = sitting 0.003 0.983 0.975 0.979 g = running 0.044 0.733 0.688 0.710 h = walking ------------------------------------------------------- 0.041 0.757 0.754 0.755 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.021 0.814 0.824 0.819 a = climbingdown 0.051 0.661 0.627 0.643 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.012 0.927 0.898 0.912 d = lying 0.084 0.599 0.684 0.639 e = standing 0.066 0.593 0.556 0.574 f = sitting 0.000 1.000 1.000 1.000 g = running 0.049 0.717 0.711 0.714 h = walking ------------------------------------------------------- 0.041 0.760 0.757 0.758 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.029 0.738 0.729 0.734 a = climbingdown 0.072 0.610 0.703 0.654 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.008 0.950 0.905 0.927 d = lying 0.090 0.594 0.714 0.648 e = standing 0.060 0.611 0.548 0.577 f = sitting 0.003 0.983 0.983 0.983 g = running 0.038 0.731 0.594 0.655 h = walking ------------------------------------------------------- 0.043 0.750 0.743 0.744 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.017 0.835 0.776 0.805 a = climbingdown 0.046 0.667 0.576 0.618 b = climbingup 0.000 1.000 0.789 0.882 c = jumping 0.010 0.944 0.929 0.936 d = lying 0.090 0.567 0.639 0.601 e = standing 0.070 0.553 0.500 0.525 f = sitting 0.005 0.968 0.992 0.980 g = running 0.070 0.655 0.758 0.703 h = walking ------------------------------------------------------- 0.045 0.740 0.737 0.737 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.022 0.805 0.824 0.814 a = climbingdown 0.038 0.725 0.627 0.673 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.011 0.936 0.929 0.932 d = lying 0.084 0.599 0.684 0.639 e = standing 0.063 0.607 0.563 0.584 f = sitting 0.003 0.984 0.992 0.988 g = running 0.059 0.679 0.711 0.695 h = walking ------------------------------------------------------- 0.041 0.763 0.761 0.760 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.025 0.779 0.788 0.784 a = climbingdown 0.057 0.650 0.661 0.655 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.004 0.973 0.873 0.921 d = lying 0.082 0.585 0.624 0.604 e = standing 0.073 0.604 0.643 0.623 f = sitting 0.001 0.992 0.992 0.992 g = running 0.051 0.699 0.672 0.685 h = walking ------------------------------------------------------- 0.042 0.757 0.750 0.753 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.026 0.770 0.788 0.779 a = climbingdown 0.051 0.638 0.573 0.604 b = climbingup 0.001 0.933 0.737 0.824 c = jumping 0.010 0.944 0.929 0.936 d = lying 0.072 0.615 0.624 0.619 e = standing 0.070 0.608 0.627 0.617 f = sitting 0.008 0.952 0.992 0.972 g = running 0.062 0.662 0.688 0.674 h = walking ------------------------------------------------------- 0.043 0.743 0.743 0.742 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.026 0.648 0.673 0.660 a = climbingdown 0.033 0.781 0.774 0.777 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.001 0.991 0.943 0.967 d = lying 0.061 0.696 0.770 0.732 e = standing 0.048 0.724 0.683 0.703 f = sitting 0.000 1.000 0.967 0.983 g = running 0.006 0.970 0.985 0.977 h = walking ------------------------------------------------------- 0.024 0.851 0.848 0.849 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.030 0.639 0.750 0.690 a = climbingdown 0.025 0.827 0.764 0.794 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.870 0.930 d = lying 0.085 0.652 0.877 0.748 e = standing 0.039 0.729 0.569 0.639 f = sitting 0.003 0.983 0.983 0.983 g = running 0.005 0.977 0.977 0.977 h = walking ------------------------------------------------------- 0.025 0.852 0.840 0.841 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.024 0.684 0.750 0.716 a = climbingdown 0.026 0.822 0.790 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.935 0.958 d = lying 0.085 0.630 0.802 0.705 e = standing 0.039 0.729 0.569 0.639 f = sitting 0.000 1.000 0.992 0.996 g = running 0.005 0.977 0.977 0.977 h = walking ------------------------------------------------------- 0.025 0.851 0.844 0.844 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.691 0.731 0.710 a = climbingdown 0.028 0.821 0.829 0.825 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.006 0.965 0.902 0.933 d = lying 0.058 0.725 0.851 0.783 e = standing 0.042 0.752 0.691 0.720 f = sitting 0.000 1.000 0.983 0.992 g = running 0.002 0.992 0.947 0.969 h = walking ------------------------------------------------------- 0.022 0.868 0.863 0.864 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.013 0.762 0.615 0.681 a = climbingdown 0.033 0.800 0.876 0.836 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.004 0.974 0.919 0.946 d = lying 0.077 0.606 0.661 0.632 e = standing 0.070 0.615 0.610 0.612 f = sitting 0.001 0.992 0.975 0.983 g = running 0.003 0.985 0.977 0.981 h = walking ------------------------------------------------------- 0.029 0.829 0.825 0.826 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.030 0.569 0.558 0.563 a = climbingdown 0.042 0.731 0.752 0.742 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.982 0.902 0.941 d = lying 0.067 0.667 0.744 0.703 e = standing 0.058 0.678 0.667 0.672 f = sitting 0.000 1.000 0.992 0.996 g = running 0.003 0.984 0.962 0.973 h = walking ------------------------------------------------------- 0.028 0.830 0.825 0.827 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.023 0.667 0.654 0.660 a = climbingdown 0.032 0.800 0.838 0.819 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.086 0.637 0.843 0.726 e = standing 0.036 0.750 0.585 0.658 f = sitting 0.000 1.000 0.967 0.983 g = running 0.000 1.000 0.962 0.981 h = walking ------------------------------------------------------- 0.024 0.858 0.847 0.848 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.023 0.696 0.765 0.729 a = climbingdown 0.023 0.838 0.790 0.814 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.002 0.991 0.918 0.953 d = lying 0.072 0.644 0.719 0.680 e = standing 0.066 0.639 0.639 0.639 f = sitting 0.001 0.992 0.983 0.987 g = running 0.003 0.984 0.969 0.977 h = walking ------------------------------------------------------- 0.027 0.843 0.836 0.839 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.022 0.680 0.667 0.673 a = climbingdown 0.029 0.811 0.819 0.815 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.934 0.966 d = lying 0.079 0.632 0.752 0.687 e = standing 0.054 0.676 0.615 0.644 f = sitting 0.000 1.000 0.983 0.992 g = running 0.003 0.984 0.969 0.977 h = walking ------------------------------------------------------- 0.026 0.845 0.839 0.841 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.009 0.816 0.608 0.697 a = climbingdown 0.041 0.770 0.895 0.828 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.002 0.991 0.893 0.940 d = lying 0.094 0.601 0.785 0.681 e = standing 0.044 0.698 0.549 0.615 f = sitting 0.000 1.000 0.975 0.987 g = running 0.006 0.969 0.969 0.969 h = walking ------------------------------------------------------- 0.029 0.843 0.832 0.832 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.018 0.821 0.640 0.719 a = climbingdown 0.050 0.686 0.728 0.706 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.000 1.000 0.930 0.964 d = lying 0.070 0.615 0.675 0.643 e = standing 0.068 0.608 0.632 0.620 f = sitting 0.007 0.960 0.909 0.934 g = running 0.051 0.736 0.815 0.774 h = walking ------------------------------------------------------- 0.037 0.781 0.771 0.774 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.760 0.840 a = climbingdown 0.029 0.790 0.728 0.758 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.000 1.000 0.930 0.964 d = lying 0.075 0.629 0.772 0.693 e = standing 0.051 0.670 0.616 0.642 f = sitting 0.007 0.959 0.893 0.925 g = running 0.058 0.730 0.892 0.803 h = walking ------------------------------------------------------- 0.032 0.818 0.804 0.807 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.025 0.776 0.660 0.714 a = climbingdown 0.037 0.738 0.693 0.715 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.952 0.930 0.941 d = lying 0.077 0.615 0.740 0.672 e = standing 0.044 0.708 0.640 0.672 f = sitting 0.003 0.983 0.885 0.932 g = running 0.057 0.727 0.868 0.792 h = walking ------------------------------------------------------- 0.035 0.793 0.785 0.786 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.007 0.918 0.566 0.700 a = climbingdown 0.048 0.700 0.737 0.718 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.005 0.969 0.953 0.961 d = lying 0.086 0.562 0.667 0.610 e = standing 0.063 0.588 0.536 0.561 f = sitting 0.005 0.968 0.931 0.949 g = running 0.062 0.709 0.868 0.780 h = walking ------------------------------------------------------- 0.039 0.777 0.762 0.763 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.020 0.819 0.687 0.747 a = climbingdown 0.029 0.788 0.726 0.756 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.001 0.992 0.938 0.964 d = lying 0.096 0.577 0.789 0.667 e = standing 0.049 0.647 0.528 0.581 f = sitting 0.001 0.991 0.885 0.935 g = running 0.049 0.763 0.899 0.826 h = walking ------------------------------------------------------- 0.034 0.802 0.789 0.790 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.850 0.687 0.760 a = climbingdown 0.027 0.794 0.681 0.733 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.003 0.984 0.938 0.960 d = lying 0.071 0.604 0.659 0.630 e = standing 0.062 0.629 0.624 0.627 f = sitting 0.007 0.961 0.931 0.946 g = running 0.072 0.681 0.876 0.766 h = walking ------------------------------------------------------- 0.036 0.790 0.779 0.781 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.022 0.790 0.646 0.711 a = climbingdown 0.032 0.774 0.726 0.749 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.001 0.992 0.922 0.955 d = lying 0.097 0.544 0.705 0.614 e = standing 0.060 0.607 0.544 0.574 f = sitting 0.005 0.966 0.878 0.920 g = running 0.054 0.740 0.884 0.806 h = walking ------------------------------------------------------- 0.038 0.780 0.766 0.769 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.896 0.606 0.723 a = climbingdown 0.037 0.743 0.717 0.730 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.000 1.000 0.922 0.959 d = lying 0.089 0.582 0.754 0.657 e = standing 0.051 0.645 0.552 0.595 f = sitting 0.010 0.942 0.870 0.905 g = running 0.078 0.663 0.868 0.752 h = walking ------------------------------------------------------- 0.039 0.785 0.765 0.767 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.025 0.765 0.626 0.689 a = climbingdown 0.036 0.727 0.637 0.679 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.000 1.000 0.914 0.955 d = lying 0.094 0.545 0.689 0.609 e = standing 0.060 0.611 0.552 0.580 f = sitting 0.001 0.992 0.893 0.940 g = running 0.073 0.671 0.853 0.751 h = walking ------------------------------------------------------- 0.041 0.765 0.750 0.753 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.024 0.788 0.677 0.728 a = climbingdown 0.033 0.757 0.690 0.722 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.010 0.947 0.969 0.958 d = lying 0.084 0.575 0.689 0.627 e = standing 0.046 0.660 0.528 0.587 f = sitting 0.005 0.969 0.939 0.953 g = running 0.057 0.727 0.868 0.792 h = walking ------------------------------------------------------- 0.036 0.780 0.776 0.775 Weighted Avg. >> shin >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.018 0.854 0.828 0.841 a = climbingdown 0.022 0.870 0.836 0.853 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.855 0.918 0.885 d = lying 0.051 0.705 0.722 0.714 e = standing 0.037 0.779 0.736 0.757 f = sitting 0.000 1.000 0.992 0.996 g = running 0.023 0.868 0.896 0.882 h = walking ------------------------------------------------------- 0.025 0.849 0.849 0.848 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.014 0.871 0.747 0.804 a = climbingdown 0.033 0.815 0.828 0.822 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.024 0.869 0.975 0.919 d = lying 0.073 0.635 0.746 0.686 e = standing 0.022 0.833 0.620 0.711 f = sitting 0.000 1.000 1.000 1.000 g = running 0.030 0.836 0.896 0.865 h = walking ------------------------------------------------------- 0.028 0.838 0.832 0.831 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.024 0.824 0.848 0.836 a = climbingdown 0.020 0.877 0.836 0.856 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.044 0.779 0.951 0.856 d = lying 0.051 0.681 0.643 0.661 e = standing 0.020 0.858 0.705 0.774 f = sitting 0.000 1.000 0.992 0.996 g = running 0.024 0.864 0.912 0.887 h = walking ------------------------------------------------------- 0.026 0.843 0.841 0.840 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.758 0.820 a = climbingdown 0.020 0.878 0.844 0.861 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.030 0.842 0.959 0.897 d = lying 0.035 0.780 0.730 0.754 e = standing 0.024 0.851 0.798 0.824 f = sitting 0.005 0.967 0.975 0.971 g = running 0.041 0.789 0.896 0.839 h = walking ------------------------------------------------------- 0.024 0.857 0.855 0.854 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.816 0.848 0.832 a = climbingdown 0.022 0.863 0.789 0.824 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.023 0.871 0.943 0.906 d = lying 0.046 0.734 0.746 0.740 e = standing 0.026 0.840 0.775 0.806 f = sitting 0.001 0.992 1.000 0.996 g = running 0.026 0.853 0.880 0.866 h = walking ------------------------------------------------------- 0.024 0.854 0.854 0.853 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.013 0.894 0.848 0.870 a = climbingdown 0.030 0.837 0.883 0.859 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.823 0.951 0.882 d = lying 0.053 0.690 0.690 0.690 e = standing 0.023 0.840 0.695 0.761 f = sitting 0.001 0.992 0.983 0.987 g = running 0.022 0.874 0.888 0.881 h = walking ------------------------------------------------------- 0.025 0.850 0.849 0.848 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.788 0.839 a = climbingdown 0.015 0.903 0.797 0.846 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.031 0.837 0.967 0.897 d = lying 0.037 0.763 0.696 0.728 e = standing 0.031 0.820 0.820 0.820 f = sitting 0.000 1.000 1.000 1.000 g = running 0.034 0.825 0.944 0.881 h = walking ------------------------------------------------------- 0.023 0.863 0.862 0.860 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.908 0.806 0.854 a = climbingdown 0.027 0.844 0.850 0.847 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.027 0.853 0.951 0.899 d = lying 0.060 0.692 0.792 0.739 e = standing 0.011 0.919 0.711 0.802 f = sitting 0.000 1.000 1.000 1.000 g = running 0.029 0.840 0.880 0.859 h = walking ------------------------------------------------------- 0.024 0.864 0.858 0.858 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.011 0.901 0.745 0.816 a = climbingdown 0.031 0.828 0.874 0.851 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.888 0.910 0.899 d = lying 0.060 0.692 0.792 0.739 e = standing 0.022 0.855 0.734 0.790 f = sitting 0.001 0.992 0.983 0.987 g = running 0.029 0.842 0.896 0.868 h = walking ------------------------------------------------------- 0.025 0.857 0.852 0.852 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.009 0.922 0.847 0.883 a = climbingdown 0.025 0.852 0.819 0.835 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.033 0.832 0.975 0.898 d = lying 0.048 0.727 0.744 0.735 e = standing 0.016 0.882 0.703 0.783 f = sitting 0.000 1.000 0.983 0.992 g = running 0.038 0.800 0.903 0.848 h = walking ------------------------------------------------------- 0.024 0.858 0.854 0.853 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.028 0.785 0.753 0.768 a = climbingdown 0.029 0.786 0.786 0.786 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.033 0.835 0.959 0.892 d = lying 0.003 0.984 1.000 0.992 e = standing 0.007 0.950 0.800 0.869 f = sitting 0.004 0.975 0.983 0.979 g = running 0.038 0.790 0.817 0.803 h = walking ------------------------------------------------------- 0.020 0.879 0.877 0.876 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.038 0.730 0.753 0.741 a = climbingdown 0.027 0.793 0.745 0.768 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.029 0.848 0.926 0.885 d = lying 0.003 0.984 1.000 0.992 e = standing 0.017 0.891 0.817 0.852 f = sitting 0.000 1.000 0.975 0.987 g = running 0.036 0.800 0.833 0.816 h = walking ------------------------------------------------------- 0.020 0.872 0.871 0.871 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.680 0.733 a = climbingdown 0.039 0.748 0.847 0.794 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.023 0.870 0.884 0.877 d = lying 0.003 0.983 0.992 0.988 e = standing 0.020 0.880 0.858 0.869 f = sitting 0.004 0.975 1.000 0.988 g = running 0.032 0.814 0.807 0.810 h = walking ------------------------------------------------------- 0.020 0.874 0.874 0.873 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.041 0.718 0.771 0.744 a = climbingdown 0.025 0.814 0.806 0.810 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.038 0.809 0.909 0.856 d = lying 0.003 0.984 1.000 0.992 e = standing 0.020 0.869 0.775 0.819 f = sitting 0.004 0.975 0.992 0.983 g = running 0.026 0.832 0.748 0.788 h = walking ------------------------------------------------------- 0.021 0.865 0.864 0.863 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.045 0.670 0.677 0.674 a = climbingdown 0.024 0.813 0.763 0.787 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.033 0.835 0.959 0.892 d = lying 0.000 1.000 1.000 1.000 e = standing 0.007 0.951 0.808 0.874 f = sitting 0.001 0.992 0.983 0.987 g = running 0.039 0.786 0.832 0.808 h = walking ------------------------------------------------------- 0.020 0.874 0.870 0.870 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.750 0.818 a = climbingdown 0.037 0.759 0.845 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.032 0.842 0.967 0.900 d = lying 0.003 0.983 0.992 0.987 e = standing 0.007 0.950 0.792 0.864 f = sitting 0.001 0.992 0.992 0.992 g = running 0.031 0.832 0.874 0.852 h = walking ------------------------------------------------------- 0.017 0.900 0.895 0.894 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.030 0.779 0.771 0.775 a = climbingdown 0.023 0.824 0.773 0.798 b = climbingup 0.001 0.938 0.938 0.938 c = jumping 0.047 0.785 0.967 0.867 d = lying 0.004 0.975 0.983 0.979 e = standing 0.009 0.935 0.717 0.811 f = sitting 0.007 0.959 0.992 0.975 g = running 0.041 0.769 0.782 0.775 h = walking ------------------------------------------------------- 0.022 0.866 0.861 0.860 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.027 0.796 0.771 0.783 a = climbingdown 0.031 0.786 0.835 0.810 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.849 0.983 0.911 d = lying 0.003 0.983 1.000 0.992 e = standing 0.003 0.980 0.808 0.886 f = sitting 0.001 0.992 0.992 0.992 g = running 0.031 0.819 0.798 0.809 h = walking ------------------------------------------------------- 0.017 0.894 0.891 0.890 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.023 0.826 0.792 0.809 a = climbingdown 0.031 0.792 0.866 0.828 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.852 0.958 0.902 d = lying 0.006 0.967 1.000 0.983 e = standing 0.007 0.951 0.808 0.874 f = sitting 0.001 0.992 0.992 0.992 g = running 0.022 0.867 0.824 0.845 h = walking ------------------------------------------------------- 0.016 0.899 0.897 0.896 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.024 0.807 0.740 0.772 a = climbingdown 0.041 0.746 0.876 0.806 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.031 0.847 0.967 0.903 d = lying 0.007 0.960 1.000 0.979 e = standing 0.007 0.950 0.792 0.864 f = sitting 0.000 1.000 0.983 0.991 g = running 0.028 0.826 0.756 0.789 h = walking ------------------------------------------------------- 0.019 0.883 0.880 0.879 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.888 0.823 0.854 a = climbingdown 0.021 0.846 0.765 0.804 b = climbingup 0.003 0.857 1.000 0.923 c = jumping 0.024 0.869 0.967 0.915 d = lying 0.052 0.747 0.943 0.833 e = standing 0.011 0.922 0.764 0.836 f = sitting 0.001 0.992 0.818 0.896 g = running 0.034 0.832 0.932 0.879 h = walking ------------------------------------------------------- 0.022 0.873 0.863 0.863 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.022 0.825 0.833 0.829 a = climbingdown 0.020 0.860 0.800 0.829 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.007 0.959 0.959 0.959 d = lying 0.060 0.724 0.967 0.828 e = standing 0.008 0.946 0.854 0.897 f = sitting 0.000 1.000 0.777 0.875 g = running 0.034 0.825 0.887 0.855 h = walking ------------------------------------------------------- 0.020 0.883 0.870 0.871 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.022 0.828 0.854 0.841 a = climbingdown 0.024 0.816 0.702 0.755 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.950 0.927 0.938 d = lying 0.060 0.719 0.943 0.816 e = standing 0.015 0.908 0.886 0.897 f = sitting 0.000 1.000 0.770 0.870 g = running 0.044 0.777 0.865 0.819 h = walking ------------------------------------------------------- 0.024 0.865 0.852 0.853 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.014 0.879 0.833 0.856 a = climbingdown 0.022 0.843 0.798 0.820 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.011 0.937 0.959 0.948 d = lying 0.041 0.793 0.975 0.875 e = standing 0.007 0.956 0.886 0.920 f = sitting 0.005 0.969 0.851 0.906 g = running 0.031 0.837 0.887 0.861 h = walking ------------------------------------------------------- 0.018 0.893 0.887 0.887 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.861 0.906 0.883 a = climbingdown 0.017 0.873 0.781 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.871 0.984 0.924 d = lying 0.058 0.727 0.967 0.830 e = standing 0.009 0.930 0.762 0.838 f = sitting 0.003 0.983 0.777 0.868 g = running 0.027 0.854 0.880 0.867 h = walking ------------------------------------------------------- 0.021 0.877 0.865 0.865 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.019 0.840 0.832 0.836 a = climbingdown 0.017 0.875 0.798 0.835 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.020 0.885 0.943 0.913 d = lying 0.051 0.755 0.967 0.848 e = standing 0.008 0.945 0.844 0.892 f = sitting 0.001 0.991 0.777 0.871 g = running 0.034 0.829 0.910 0.867 h = walking ------------------------------------------------------- 0.021 0.880 0.869 0.870 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.015 0.876 0.895 0.885 a = climbingdown 0.021 0.842 0.746 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.865 0.943 0.902 d = lying 0.056 0.732 0.950 0.827 e = standing 0.008 0.941 0.779 0.852 f = sitting 0.003 0.983 0.797 0.881 g = running 0.035 0.822 0.902 0.860 h = walking ------------------------------------------------------- 0.022 0.872 0.860 0.860 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.826 0.800 0.813 a = climbingdown 0.029 0.812 0.833 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.901 0.967 0.933 d = lying 0.056 0.734 0.959 0.832 e = standing 0.008 0.942 0.795 0.862 f = sitting 0.000 1.000 0.764 0.866 g = running 0.032 0.830 0.880 0.854 h = walking ------------------------------------------------------- 0.022 0.872 0.859 0.859 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.030 0.789 0.905 0.843 a = climbingdown 0.016 0.875 0.737 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.914 0.959 0.936 d = lying 0.061 0.723 0.992 0.836 e = standing 0.008 0.942 0.795 0.862 f = sitting 0.001 0.991 0.782 0.875 g = running 0.026 0.859 0.879 0.869 h = walking ------------------------------------------------------- 0.021 0.879 0.865 0.865 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.022 0.837 0.916 0.874 a = climbingdown 0.018 0.864 0.781 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.952 0.967 0.959 d = lying 0.052 0.747 0.950 0.836 e = standing 0.015 0.906 0.869 0.887 f = sitting 0.001 0.991 0.789 0.879 g = running 0.026 0.858 0.871 0.865 h = walking ------------------------------------------------------- 0.019 0.886 0.877 0.878 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.897 0.800 0.846 a = climbingdown 0.047 0.770 0.870 0.817 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.723 0.767 0.745 d = lying 0.087 0.577 0.890 0.700 e = standing 0.034 0.674 0.500 0.574 f = sitting 0.038 0.817 0.654 0.726 g = running 0.022 0.836 0.802 0.819 h = walking ------------------------------------------------------- 0.040 0.767 0.753 0.751 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.015 0.890 0.808 0.847 a = climbingdown 0.037 0.810 0.857 0.833 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.037 0.756 0.744 0.750 d = lying 0.068 0.623 0.839 0.715 e = standing 0.038 0.686 0.581 0.629 f = sitting 0.045 0.799 0.698 0.745 g = running 0.018 0.876 0.934 0.904 h = walking ------------------------------------------------------- 0.037 0.783 0.778 0.777 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.021 0.865 0.885 0.875 a = climbingdown 0.028 0.846 0.857 0.852 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.043 0.736 0.774 0.755 d = lying 0.076 0.599 0.847 0.702 e = standing 0.043 0.664 0.605 0.633 f = sitting 0.035 0.822 0.629 0.713 g = running 0.016 0.881 0.860 0.870 h = walking ------------------------------------------------------- 0.036 0.783 0.773 0.772 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.013 0.911 0.869 0.890 a = climbingdown 0.030 0.845 0.883 0.863 b = climbingup 0.000 1.000 0.867 0.929 c = jumping 0.059 0.691 0.857 0.765 d = lying 0.081 0.594 0.881 0.710 e = standing 0.009 0.889 0.516 0.653 f = sitting 0.042 0.801 0.652 0.719 g = running 0.016 0.885 0.900 0.893 h = walking ------------------------------------------------------- 0.035 0.807 0.787 0.784 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.870 0.823 0.846 a = climbingdown 0.040 0.802 0.896 0.847 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.747 0.865 0.801 d = lying 0.072 0.594 0.786 0.676 e = standing 0.022 0.793 0.593 0.679 f = sitting 0.043 0.805 0.686 0.741 g = running 0.011 0.910 0.842 0.874 h = walking ------------------------------------------------------- 0.036 0.795 0.784 0.784 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.905 0.877 0.891 a = climbingdown 0.031 0.838 0.876 0.856 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.030 0.814 0.864 0.838 d = lying 0.057 0.640 0.761 0.695 e = standing 0.032 0.748 0.675 0.709 f = sitting 0.056 0.762 0.691 0.725 g = running 0.009 0.932 0.908 0.920 h = walking ------------------------------------------------------- 0.034 0.806 0.804 0.804 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.014 0.905 0.884 0.894 a = climbingdown 0.031 0.835 0.863 0.849 b = climbingup 0.000 1.000 0.867 0.929 c = jumping 0.036 0.772 0.795 0.784 d = lying 0.079 0.592 0.855 0.699 e = standing 0.038 0.697 0.618 0.655 f = sitting 0.042 0.796 0.632 0.705 g = running 0.016 0.883 0.883 0.883 h = walking ------------------------------------------------------- 0.036 0.790 0.780 0.780 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.016 0.878 0.783 0.828 a = climbingdown 0.039 0.805 0.889 0.845 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.779 0.773 0.776 d = lying 0.079 0.589 0.846 0.695 e = standing 0.026 0.755 0.577 0.654 f = sitting 0.054 0.758 0.662 0.707 g = running 0.022 0.846 0.867 0.856 h = walking ------------------------------------------------------- 0.039 0.778 0.768 0.767 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.020 0.869 0.876 0.873 a = climbingdown 0.043 0.792 0.895 0.840 b = climbingup 0.000 1.000 0.867 0.929 c = jumping 0.052 0.715 0.856 0.779 d = lying 0.058 0.646 0.795 0.713 e = standing 0.028 0.727 0.520 0.607 f = sitting 0.049 0.780 0.676 0.724 g = running 0.008 0.936 0.858 0.896 h = walking ------------------------------------------------------- 0.038 0.785 0.779 0.777 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.021 0.858 0.845 0.852 a = climbingdown 0.025 0.853 0.797 0.824 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.045 0.702 0.697 0.700 d = lying 0.080 0.581 0.829 0.683 e = standing 0.041 0.654 0.553 0.599 f = sitting 0.041 0.811 0.672 0.735 g = running 0.026 0.831 0.942 0.883 h = walking ------------------------------------------------------- 0.039 0.767 0.758 0.758 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.024 0.772 0.717 0.743 a = climbingdown 0.034 0.785 0.898 0.838 b = climbingup 0.001 0.917 0.647 0.759 c = jumping 0.012 0.919 0.884 0.901 d = lying 0.131 0.466 0.829 0.597 e = standing 0.032 0.763 0.680 0.719 f = sitting 0.027 0.860 0.564 0.681 g = running 0.018 0.888 0.875 0.881 h = walking ------------------------------------------------------- 0.037 0.794 0.757 0.761 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.023 0.765 0.657 0.707 a = climbingdown 0.040 0.761 0.915 0.831 b = climbingup 0.001 0.933 0.824 0.875 c = jumping 0.014 0.909 0.930 0.920 d = lying 0.108 0.505 0.795 0.618 e = standing 0.032 0.771 0.711 0.740 f = sitting 0.020 0.902 0.633 0.744 g = running 0.018 0.887 0.868 0.877 h = walking ------------------------------------------------------- 0.034 0.804 0.777 0.780 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.787 0.636 0.704 a = climbingdown 0.039 0.771 0.941 0.847 b = climbingup 0.000 1.000 0.706 0.828 c = jumping 0.018 0.880 0.853 0.866 d = lying 0.122 0.477 0.803 0.599 e = standing 0.047 0.661 0.594 0.626 f = sitting 0.027 0.866 0.592 0.703 g = running 0.033 0.807 0.831 0.819 h = walking ------------------------------------------------------- 0.041 0.768 0.736 0.738 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.813 0.616 0.701 a = climbingdown 0.037 0.779 0.924 0.845 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.017 0.887 0.853 0.870 d = lying 0.122 0.480 0.812 0.603 e = standing 0.035 0.752 0.688 0.718 f = sitting 0.028 0.858 0.583 0.694 g = running 0.029 0.832 0.875 0.853 h = walking ------------------------------------------------------- 0.038 0.785 0.754 0.756 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.014 0.850 0.687 0.760 a = climbingdown 0.040 0.759 0.907 0.826 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.016 0.891 0.822 0.855 d = lying 0.109 0.500 0.786 0.611 e = standing 0.046 0.689 0.661 0.675 f = sitting 0.031 0.854 0.619 0.718 g = running 0.024 0.857 0.889 0.873 h = walking ------------------------------------------------------- 0.038 0.784 0.757 0.760 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.823 0.663 0.734 a = climbingdown 0.036 0.792 0.966 0.870 b = climbingup 0.000 1.000 0.750 0.857 c = jumping 0.006 0.955 0.814 0.879 d = lying 0.115 0.439 0.650 0.524 e = standing 0.052 0.686 0.740 0.712 f = sitting 0.039 0.833 0.665 0.740 g = running 0.019 0.876 0.837 0.856 h = walking ------------------------------------------------------- 0.039 0.785 0.756 0.762 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.013 0.853 0.653 0.740 a = climbingdown 0.039 0.766 0.915 0.834 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.014 0.907 0.907 0.907 d = lying 0.106 0.519 0.821 0.636 e = standing 0.039 0.733 0.693 0.713 f = sitting 0.027 0.868 0.606 0.714 g = running 0.021 0.880 0.926 0.903 h = walking ------------------------------------------------------- 0.035 0.803 0.777 0.778 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.027 0.758 0.735 0.746 a = climbingdown 0.030 0.806 0.881 0.842 b = climbingup 0.001 0.917 0.688 0.786 c = jumping 0.018 0.878 0.837 0.857 d = lying 0.146 0.448 0.855 0.588 e = standing 0.046 0.664 0.591 0.625 f = sitting 0.019 0.895 0.548 0.680 g = running 0.023 0.853 0.815 0.833 h = walking ------------------------------------------------------- 0.040 0.777 0.730 0.736 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.016 0.831 0.704 0.762 a = climbingdown 0.035 0.788 0.923 0.850 b = climbingup 0.001 0.923 0.750 0.828 c = jumping 0.010 0.934 0.876 0.904 d = lying 0.112 0.460 0.690 0.552 e = standing 0.048 0.697 0.724 0.710 f = sitting 0.042 0.809 0.604 0.691 g = running 0.020 0.880 0.867 0.873 h = walking ------------------------------------------------------- 0.040 0.780 0.756 0.760 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.014 0.854 0.714 0.778 a = climbingdown 0.033 0.797 0.940 0.863 b = climbingup 0.001 0.933 0.875 0.903 c = jumping 0.013 0.909 0.859 0.884 d = lying 0.107 0.503 0.784 0.613 e = standing 0.029 0.802 0.764 0.782 f = sitting 0.030 0.863 0.641 0.735 g = running 0.018 0.889 0.889 0.889 h = walking ------------------------------------------------------- 0.034 0.813 0.787 0.791 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.027 0.778 0.737 0.757 a = climbingdown 0.027 0.765 0.644 0.699 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.026 0.648 0.278 0.389 d = lying 0.061 0.727 0.944 0.821 e = standing 0.116 0.528 0.721 0.610 f = sitting 0.001 0.992 0.923 0.956 g = running 0.042 0.786 0.894 0.837 h = walking ------------------------------------------------------- 0.043 0.749 0.742 0.729 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.028 0.769 0.737 0.753 a = climbingdown 0.022 0.822 0.733 0.775 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.031 0.703 0.416 0.523 d = lying 0.042 0.790 0.911 0.846 e = standing 0.103 0.557 0.721 0.628 f = sitting 0.004 0.976 0.954 0.965 g = running 0.039 0.797 0.894 0.843 h = walking ------------------------------------------------------- 0.039 0.777 0.770 0.765 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.805 0.653 0.721 a = climbingdown 0.023 0.817 0.752 0.784 b = climbingup 0.002 0.895 1.000 0.944 c = jumping 0.035 0.621 0.328 0.429 d = lying 0.038 0.812 0.944 0.873 e = standing 0.113 0.537 0.734 0.620 f = sitting 0.003 0.984 0.938 0.961 g = running 0.044 0.779 0.919 0.843 h = walking ------------------------------------------------------- 0.040 0.765 0.762 0.752 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.020 0.808 0.663 0.728 a = climbingdown 0.042 0.708 0.743 0.725 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.036 0.662 0.408 0.505 d = lying 0.038 0.806 0.903 0.852 e = standing 0.092 0.600 0.773 0.676 f = sitting 0.000 1.000 0.946 0.972 g = running 0.032 0.832 0.927 0.877 h = walking ------------------------------------------------------- 0.037 0.778 0.776 0.769 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.861 0.716 0.782 a = climbingdown 0.044 0.673 0.680 0.677 b = climbingup 0.002 0.889 0.941 0.914 c = jumping 0.022 0.636 0.224 0.331 d = lying 0.058 0.736 0.944 0.827 e = standing 0.119 0.543 0.789 0.643 f = sitting 0.001 0.991 0.877 0.931 g = running 0.042 0.786 0.894 0.837 h = walking ------------------------------------------------------- 0.043 0.748 0.739 0.722 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.015 0.859 0.705 0.775 a = climbingdown 0.030 0.776 0.760 0.768 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.020 0.806 0.464 0.589 d = lying 0.070 0.704 0.960 0.812 e = standing 0.063 0.692 0.789 0.737 f = sitting 0.004 0.976 0.946 0.961 g = running 0.035 0.819 0.919 0.866 h = walking ------------------------------------------------------- 0.034 0.808 0.798 0.791 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.021 0.789 0.632 0.702 a = climbingdown 0.036 0.743 0.780 0.761 b = climbingup 0.002 0.889 1.000 0.941 c = jumping 0.057 0.627 0.552 0.587 d = lying 0.050 0.765 0.951 0.848 e = standing 0.060 0.636 0.586 0.610 f = sitting 0.003 0.984 0.962 0.973 g = running 0.033 0.820 0.886 0.852 h = walking ------------------------------------------------------- 0.037 0.769 0.773 0.768 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.868 0.695 0.772 a = climbingdown 0.034 0.750 0.750 0.750 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.833 0.360 0.503 d = lying 0.053 0.758 0.967 0.850 e = standing 0.098 0.588 0.781 0.671 f = sitting 0.001 0.992 0.946 0.968 g = running 0.042 0.790 0.919 0.850 h = walking ------------------------------------------------------- 0.037 0.800 0.782 0.771 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.020 0.826 0.747 0.785 a = climbingdown 0.028 0.774 0.720 0.746 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.017 0.745 0.280 0.407 d = lying 0.043 0.791 0.951 0.863 e = standing 0.120 0.550 0.812 0.656 f = sitting 0.000 1.000 0.899 0.947 g = running 0.045 0.775 0.902 0.833 h = walking ------------------------------------------------------- 0.039 0.782 0.765 0.751 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.017 0.847 0.758 0.800 a = climbingdown 0.031 0.770 0.770 0.770 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.018 0.750 0.312 0.441 d = lying 0.046 0.777 0.935 0.849 e = standing 0.110 0.578 0.836 0.684 f = sitting 0.000 1.000 0.930 0.964 g = running 0.029 0.842 0.918 0.878 h = walking ------------------------------------------------------- 0.036 0.798 0.784 0.772 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.874 0.833 0.853 a = climbingdown 0.025 0.854 0.925 0.888 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.030 0.828 0.874 0.851 d = lying 0.056 0.739 0.946 0.830 e = standing 0.030 0.772 0.614 0.684 f = sitting 0.003 0.984 0.882 0.930 g = running 0.006 0.956 0.900 0.927 h = walking ------------------------------------------------------- 0.023 0.862 0.857 0.855 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.870 0.870 0.870 a = climbingdown 0.019 0.878 0.900 0.889 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.766 0.827 0.795 d = lying 0.062 0.719 0.930 0.811 e = standing 0.031 0.733 0.524 0.611 f = sitting 0.000 1.000 0.924 0.960 g = running 0.005 0.966 0.933 0.949 h = walking ------------------------------------------------------- 0.025 0.852 0.848 0.845 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.023 0.835 0.843 0.839 a = climbingdown 0.028 0.829 0.892 0.859 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.047 0.760 0.898 0.823 d = lying 0.060 0.726 0.946 0.822 e = standing 0.016 0.833 0.476 0.606 f = sitting 0.000 1.000 0.910 0.953 g = running 0.001 0.991 0.950 0.970 h = walking ------------------------------------------------------- 0.024 0.857 0.848 0.842 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.014 0.893 0.852 0.872 a = climbingdown 0.029 0.833 0.917 0.873 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.045 0.773 0.913 0.838 d = lying 0.068 0.689 0.891 0.777 e = standing 0.022 0.776 0.468 0.584 f = sitting 0.004 0.977 0.888 0.930 g = running 0.005 0.965 0.917 0.940 h = walking ------------------------------------------------------- 0.026 0.846 0.838 0.833 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.889 0.897 0.893 a = climbingdown 0.018 0.887 0.917 0.902 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.038 0.797 0.898 0.844 d = lying 0.062 0.706 0.876 0.782 e = standing 0.031 0.736 0.532 0.618 f = sitting 0.001 0.992 0.902 0.945 g = running 0.005 0.966 0.933 0.949 h = walking ------------------------------------------------------- 0.024 0.857 0.853 0.850 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.019 0.844 0.757 0.798 a = climbingdown 0.030 0.823 0.892 0.856 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.046 0.768 0.913 0.835 d = lying 0.062 0.715 0.915 0.803 e = standing 0.021 0.805 0.524 0.635 f = sitting 0.001 0.992 0.902 0.945 g = running 0.012 0.924 0.917 0.921 h = walking ------------------------------------------------------- 0.027 0.844 0.836 0.832 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.864 0.832 0.848 a = climbingdown 0.029 0.827 0.875 0.850 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.759 0.802 0.780 d = lying 0.059 0.720 0.899 0.800 e = standing 0.041 0.674 0.508 0.579 f = sitting 0.001 0.993 0.944 0.968 g = running 0.003 0.983 0.950 0.966 h = walking ------------------------------------------------------- 0.027 0.836 0.834 0.832 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.015 0.875 0.785 0.828 a = climbingdown 0.026 0.845 0.908 0.876 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.034 0.809 0.873 0.840 d = lying 0.082 0.650 0.898 0.754 e = standing 0.033 0.706 0.476 0.569 f = sitting 0.004 0.977 0.895 0.934 g = running 0.009 0.939 0.900 0.919 h = walking ------------------------------------------------------- 0.029 0.831 0.824 0.821 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.912 0.869 0.890 a = climbingdown 0.020 0.885 0.958 0.920 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.038 0.788 0.857 0.821 d = lying 0.057 0.735 0.930 0.821 e = standing 0.030 0.747 0.540 0.627 f = sitting 0.003 0.985 0.909 0.945 g = running 0.004 0.974 0.950 0.962 h = walking ------------------------------------------------------- 0.023 0.864 0.860 0.857 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.026 0.828 0.897 0.861 a = climbingdown 0.017 0.889 0.874 0.881 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.045 0.773 0.921 0.841 d = lying 0.055 0.736 0.914 0.815 e = standing 0.025 0.776 0.524 0.626 f = sitting 0.000 1.000 0.881 0.937 g = running 0.008 0.948 0.908 0.928 h = walking ------------------------------------------------------- 0.024 0.854 0.848 0.844 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.878 0.837 0.857 a = climbingdown 0.071 0.789 0.855 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.071 0.535 0.548 0.542 d = lying 0.018 0.886 0.936 0.911 e = standing 0.064 0.514 0.438 0.473 f = sitting 0.000 1.000 0.967 0.983 g = running 0.011 0.929 0.914 0.921 h = walking ------------------------------------------------------- 0.040 0.789 0.793 0.790 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.901 0.859 0.880 a = climbingdown 0.071 0.791 0.868 0.828 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.045 0.606 0.460 0.523 d = lying 0.013 0.914 0.936 0.925 e = standing 0.071 0.585 0.648 0.615 f = sitting 0.002 0.983 0.983 0.983 g = running 0.010 0.935 0.898 0.916 h = walking ------------------------------------------------------- 0.036 0.812 0.814 0.811 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.006 0.932 0.800 0.861 a = climbingdown 0.088 0.749 0.841 0.793 b = climbingup 0.000 1.000 0.778 0.875 c = jumping 0.046 0.600 0.463 0.523 d = lying 0.005 0.968 0.960 0.964 e = standing 0.081 0.547 0.633 0.587 f = sitting 0.008 0.943 0.958 0.950 g = running 0.008 0.943 0.906 0.924 h = walking ------------------------------------------------------- 0.041 0.803 0.799 0.798 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.835 0.835 0.835 a = climbingdown 0.080 0.765 0.833 0.797 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.042 0.562 0.366 0.443 d = lying 0.012 0.919 0.912 0.916 e = standing 0.087 0.535 0.648 0.587 f = sitting 0.002 0.984 1.000 0.992 g = running 0.008 0.944 0.914 0.929 h = walking ------------------------------------------------------- 0.041 0.790 0.792 0.787 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.021 0.793 0.812 0.802 a = climbingdown 0.076 0.764 0.784 0.774 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.055 0.545 0.447 0.491 d = lying 0.022 0.871 0.968 0.917 e = standing 0.074 0.520 0.520 0.520 f = sitting 0.002 0.983 0.950 0.966 g = running 0.017 0.896 0.938 0.916 h = walking ------------------------------------------------------- 0.042 0.769 0.775 0.771 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.007 0.921 0.824 0.870 a = climbingdown 0.072 0.790 0.863 0.825 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.088 0.532 0.675 0.595 d = lying 0.010 0.935 0.928 0.932 e = standing 0.040 0.593 0.378 0.462 f = sitting 0.002 0.983 0.975 0.979 g = running 0.022 0.863 0.883 0.873 h = walking ------------------------------------------------------- 0.039 0.798 0.797 0.793 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.007 0.917 0.776 0.841 a = climbingdown 0.073 0.785 0.855 0.819 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.078 0.575 0.715 0.638 d = lying 0.013 0.914 0.936 0.925 e = standing 0.040 0.593 0.378 0.462 f = sitting 0.008 0.944 0.983 0.963 g = running 0.017 0.893 0.914 0.903 h = walking ------------------------------------------------------- 0.039 0.799 0.801 0.795 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.003 0.961 0.859 0.907 a = climbingdown 0.061 0.817 0.872 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.636 0.553 0.591 d = lying 0.019 0.878 0.920 0.898 e = standing 0.059 0.617 0.622 0.620 f = sitting 0.002 0.983 0.992 0.988 g = running 0.011 0.931 0.945 0.938 h = walking ------------------------------------------------------- 0.033 0.827 0.830 0.828 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.010 0.893 0.882 0.888 a = climbingdown 0.068 0.793 0.832 0.812 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.062 0.545 0.496 0.519 d = lying 0.013 0.915 0.944 0.929 e = standing 0.062 0.560 0.512 0.535 f = sitting 0.001 0.991 0.966 0.979 g = running 0.018 0.892 0.969 0.929 h = walking ------------------------------------------------------- 0.038 0.797 0.803 0.799 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.912 0.859 0.885 a = climbingdown 0.066 0.797 0.836 0.816 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.086 0.536 0.667 0.594 d = lying 0.024 0.855 0.952 0.901 e = standing 0.032 0.634 0.354 0.455 f = sitting 0.001 0.992 0.983 0.987 g = running 0.017 0.896 0.945 0.920 h = walking ------------------------------------------------------- 0.038 0.801 0.803 0.795 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.022 0.798 0.691 0.740 a = climbingdown 0.025 0.814 0.783 0.798 b = climbingup 0.000 1.000 0.778 0.875 c = jumping 0.050 0.750 0.927 0.829 d = lying 0.049 0.763 0.944 0.844 e = standing 0.025 0.812 0.646 0.719 f = sitting 0.006 0.969 0.776 0.862 g = running 0.046 0.755 0.878 0.812 h = walking ------------------------------------------------------- 0.030 0.820 0.808 0.806 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.015 0.826 0.588 0.687 a = climbingdown 0.035 0.730 0.689 0.709 b = climbingup 0.002 0.900 1.000 0.947 c = jumping 0.028 0.847 0.943 0.892 d = lying 0.069 0.690 0.921 0.789 e = standing 0.027 0.831 0.772 0.800 f = sitting 0.003 0.983 0.725 0.835 g = running 0.050 0.745 0.910 0.819 h = walking ------------------------------------------------------- 0.031 0.817 0.802 0.800 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.018 0.818 0.656 0.728 a = climbingdown 0.034 0.752 0.745 0.749 b = climbingup 0.002 0.895 0.944 0.919 c = jumping 0.050 0.753 0.943 0.838 d = lying 0.064 0.713 0.944 0.812 e = standing 0.020 0.839 0.619 0.712 f = sitting 0.001 0.991 0.725 0.838 g = running 0.050 0.738 0.877 0.801 h = walking ------------------------------------------------------- 0.032 0.811 0.792 0.790 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.022 0.793 0.677 0.730 a = climbingdown 0.035 0.767 0.840 0.802 b = climbingup 0.002 0.889 0.889 0.889 c = jumping 0.065 0.699 0.934 0.800 d = lying 0.051 0.755 0.929 0.833 e = standing 0.035 0.723 0.540 0.618 f = sitting 0.004 0.976 0.762 0.856 g = running 0.031 0.813 0.820 0.816 h = walking ------------------------------------------------------- 0.033 0.799 0.789 0.785 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.827 0.646 0.725 a = climbingdown 0.025 0.802 0.726 0.762 b = climbingup 0.002 0.895 0.944 0.919 c = jumping 0.046 0.764 0.926 0.837 d = lying 0.065 0.707 0.937 0.805 e = standing 0.025 0.817 0.675 0.739 f = sitting 0.003 0.983 0.706 0.822 g = running 0.054 0.730 0.910 0.810 h = walking ------------------------------------------------------- 0.032 0.813 0.795 0.792 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.017 0.829 0.656 0.733 a = climbingdown 0.027 0.774 0.679 0.724 b = climbingup 0.001 0.938 0.833 0.882 c = jumping 0.046 0.759 0.902 0.824 d = lying 0.055 0.742 0.944 0.831 e = standing 0.023 0.832 0.667 0.740 f = sitting 0.004 0.977 0.787 0.872 g = running 0.062 0.699 0.893 0.784 h = walking ------------------------------------------------------- 0.032 0.812 0.797 0.795 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.019 0.779 0.552 0.646 a = climbingdown 0.039 0.727 0.755 0.741 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.042 0.779 0.926 0.846 d = lying 0.052 0.755 0.960 0.845 e = standing 0.017 0.865 0.659 0.748 f = sitting 0.007 0.962 0.794 0.870 g = running 0.053 0.730 0.885 0.800 h = walking ------------------------------------------------------- 0.031 0.813 0.801 0.798 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.026 0.737 0.583 0.651 a = climbingdown 0.034 0.737 0.695 0.716 b = climbingup 0.004 0.850 1.000 0.919 c = jumping 0.027 0.850 0.926 0.886 d = lying 0.041 0.792 0.944 0.861 e = standing 0.020 0.865 0.762 0.810 f = sitting 0.007 0.964 0.825 0.889 g = running 0.055 0.723 0.877 0.793 h = walking ------------------------------------------------------- 0.028 0.821 0.816 0.813 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.819 0.615 0.702 a = climbingdown 0.042 0.709 0.743 0.726 b = climbingup 0.005 0.810 1.000 0.895 c = jumping 0.052 0.743 0.926 0.825 d = lying 0.055 0.748 0.976 0.847 e = standing 0.024 0.809 0.603 0.691 f = sitting 0.001 0.992 0.769 0.866 g = running 0.041 0.774 0.869 0.819 h = walking ------------------------------------------------------- 0.032 0.809 0.795 0.791 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.797 0.573 0.667 a = climbingdown 0.033 0.760 0.752 0.756 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.032 0.824 0.918 0.868 d = lying 0.059 0.720 0.904 0.801 e = standing 0.033 0.792 0.754 0.772 f = sitting 0.004 0.976 0.756 0.852 g = running 0.060 0.696 0.844 0.763 h = walking ------------------------------------------------------- 0.033 0.807 0.794 0.793 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.029 0.744 0.718 0.731 a = climbingdown 0.036 0.705 0.697 0.701 b = climbingup 0.004 0.850 0.944 0.895 c = jumping 0.022 0.879 0.872 0.876 d = lying 0.026 0.867 0.907 0.886 e = standing 0.023 0.873 0.880 0.876 f = sitting 0.004 0.976 0.968 0.972 g = running 0.030 0.826 0.806 0.816 h = walking ------------------------------------------------------- 0.023 0.849 0.850 0.850 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.033 0.730 0.765 0.747 a = climbingdown 0.026 0.750 0.640 0.691 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.022 0.879 0.872 0.876 d = lying 0.038 0.818 0.907 0.860 e = standing 0.026 0.851 0.824 0.837 f = sitting 0.000 1.000 0.976 0.988 g = running 0.032 0.829 0.863 0.846 h = walking ------------------------------------------------------- 0.024 0.849 0.849 0.848 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.018 0.814 0.671 0.735 a = climbingdown 0.033 0.730 0.730 0.730 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.024 0.860 0.832 0.846 d = lying 0.032 0.841 0.906 0.872 e = standing 0.027 0.852 0.872 0.862 f = sitting 0.001 0.992 0.976 0.984 g = running 0.032 0.835 0.895 0.864 h = walking ------------------------------------------------------- 0.023 0.856 0.856 0.855 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.026 0.774 0.765 0.769 a = climbingdown 0.022 0.778 0.629 0.696 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.866 0.880 0.873 d = lying 0.030 0.842 0.875 0.858 e = standing 0.020 0.886 0.872 0.879 f = sitting 0.001 0.992 0.960 0.976 g = running 0.039 0.809 0.919 0.860 h = walking ------------------------------------------------------- 0.023 0.860 0.860 0.858 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.769 0.706 0.736 a = climbingdown 0.025 0.783 0.730 0.756 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.023 0.860 0.784 0.820 d = lying 0.025 0.870 0.891 0.880 e = standing 0.038 0.812 0.896 0.852 f = sitting 0.001 0.992 0.984 0.988 g = running 0.036 0.813 0.886 0.848 h = walking ------------------------------------------------------- 0.024 0.853 0.852 0.851 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.035 0.708 0.741 0.724 a = climbingdown 0.016 0.829 0.652 0.730 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.852 0.832 0.842 d = lying 0.019 0.901 0.922 0.911 e = standing 0.036 0.818 0.896 0.855 f = sitting 0.001 0.991 0.928 0.959 g = running 0.035 0.821 0.894 0.856 h = walking ------------------------------------------------------- 0.023 0.857 0.855 0.854 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.019 0.800 0.659 0.723 a = climbingdown 0.033 0.721 0.697 0.709 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.032 0.828 0.848 0.838 d = lying 0.035 0.826 0.891 0.857 e = standing 0.029 0.837 0.824 0.831 f = sitting 0.000 1.000 0.960 0.980 g = running 0.036 0.815 0.894 0.853 h = walking ------------------------------------------------------- 0.026 0.843 0.842 0.841 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.018 0.806 0.643 0.715 a = climbingdown 0.030 0.741 0.716 0.728 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.020 0.885 0.864 0.874 d = lying 0.031 0.847 0.906 0.875 e = standing 0.022 0.880 0.880 0.880 f = sitting 0.006 0.968 0.976 0.972 g = running 0.042 0.788 0.878 0.831 h = walking ------------------------------------------------------- 0.024 0.854 0.854 0.853 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.026 0.750 0.679 0.712 a = climbingdown 0.015 0.845 0.682 0.755 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.893 0.879 0.886 d = lying 0.035 0.832 0.930 0.878 e = standing 0.020 0.886 0.872 0.879 f = sitting 0.003 0.984 0.976 0.980 g = running 0.036 0.819 0.919 0.866 h = walking ------------------------------------------------------- 0.022 0.867 0.867 0.865 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.029 0.727 0.667 0.696 a = climbingdown 0.030 0.728 0.670 0.698 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.847 0.847 0.847 d = lying 0.045 0.796 0.945 0.864 e = standing 0.015 0.908 0.798 0.850 f = sitting 0.003 0.983 0.952 0.967 g = running 0.042 0.780 0.837 0.808 h = walking ------------------------------------------------------- 0.027 0.837 0.835 0.834 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.010 0.902 0.771 0.831 a = climbingdown 0.034 0.812 0.878 0.844 b = climbingup 0.000 1.000 0.778 0.875 c = jumping 0.086 0.588 0.703 0.641 d = lying 0.041 0.783 0.878 0.828 e = standing 0.041 0.663 0.484 0.559 f = sitting 0.003 0.983 0.975 0.979 g = running 0.027 0.848 0.862 0.855 h = walking ------------------------------------------------------- 0.035 0.797 0.793 0.791 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.013 0.873 0.719 0.789 a = climbingdown 0.035 0.807 0.886 0.845 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.072 0.598 0.622 0.610 d = lying 0.061 0.690 0.813 0.746 e = standing 0.042 0.684 0.549 0.609 f = sitting 0.003 0.983 0.983 0.983 g = running 0.030 0.835 0.854 0.844 h = walking ------------------------------------------------------- 0.037 0.782 0.780 0.778 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.021 0.814 0.729 0.769 a = climbingdown 0.041 0.776 0.846 0.809 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.065 0.644 0.685 0.664 d = lying 0.053 0.729 0.854 0.787 e = standing 0.051 0.612 0.492 0.545 f = sitting 0.000 1.000 0.975 0.987 g = running 0.032 0.820 0.808 0.814 h = walking ------------------------------------------------------- 0.037 0.774 0.774 0.772 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.840 0.708 0.768 a = climbingdown 0.038 0.783 0.821 0.802 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.074 0.628 0.717 0.669 d = lying 0.061 0.692 0.821 0.751 e = standing 0.043 0.619 0.426 0.505 f = sitting 0.004 0.975 0.975 0.975 g = running 0.037 0.804 0.854 0.828 h = walking ------------------------------------------------------- 0.039 0.765 0.765 0.760 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.827 0.646 0.725 a = climbingdown 0.038 0.786 0.844 0.814 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.074 0.603 0.646 0.624 d = lying 0.057 0.689 0.762 0.724 e = standing 0.059 0.602 0.533 0.565 f = sitting 0.001 0.991 0.959 0.975 g = running 0.039 0.801 0.869 0.834 h = walking ------------------------------------------------------- 0.041 0.759 0.756 0.755 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.011 0.896 0.719 0.798 a = climbingdown 0.026 0.846 0.852 0.849 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.064 0.649 0.685 0.667 d = lying 0.057 0.724 0.902 0.803 e = standing 0.031 0.753 0.574 0.651 f = sitting 0.007 0.959 0.975 0.967 g = running 0.034 0.820 0.877 0.848 h = walking ------------------------------------------------------- 0.033 0.806 0.802 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.017 0.840 0.708 0.768 a = climbingdown 0.026 0.843 0.836 0.840 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.059 0.645 0.614 0.629 d = lying 0.057 0.718 0.877 0.790 e = standing 0.052 0.645 0.566 0.603 f = sitting 0.001 0.992 0.967 0.979 g = running 0.043 0.786 0.884 0.832 h = walking ------------------------------------------------------- 0.037 0.783 0.782 0.779 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.014 0.869 0.760 0.811 a = climbingdown 0.025 0.847 0.820 0.833 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.084 0.570 0.638 0.602 d = lying 0.060 0.703 0.852 0.770 e = standing 0.044 0.624 0.434 0.512 f = sitting 0.000 1.000 0.992 0.996 g = running 0.040 0.797 0.884 0.838 h = walking ------------------------------------------------------- 0.038 0.773 0.772 0.768 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.016 0.854 0.729 0.787 a = climbingdown 0.034 0.803 0.836 0.819 b = climbingup 0.002 0.889 0.941 0.914 c = jumping 0.088 0.549 0.614 0.580 d = lying 0.057 0.704 0.820 0.758 e = standing 0.049 0.591 0.430 0.498 f = sitting 0.001 0.992 0.992 0.992 g = running 0.032 0.830 0.868 0.848 h = walking ------------------------------------------------------- 0.040 0.759 0.760 0.756 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.005 0.947 0.750 0.837 a = climbingdown 0.037 0.789 0.828 0.808 b = climbingup 0.002 0.889 0.941 0.914 c = jumping 0.063 0.649 0.669 0.659 d = lying 0.045 0.754 0.828 0.789 e = standing 0.054 0.615 0.529 0.569 f = sitting 0.001 0.992 0.983 0.988 g = running 0.033 0.833 0.930 0.879 h = walking ------------------------------------------------------- 0.035 0.794 0.793 0.791 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.888 0.832 0.859 a = climbingdown 0.022 0.848 0.817 0.832 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.815 0.869 0.841 d = lying 0.055 0.731 0.883 0.800 e = standing 0.034 0.739 0.557 0.636 f = sitting 0.000 1.000 1.000 1.000 g = running 0.030 0.840 0.887 0.863 h = walking ------------------------------------------------------- 0.027 0.839 0.839 0.836 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.011 0.895 0.723 0.800 a = climbingdown 0.029 0.821 0.881 0.850 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.776 0.852 0.812 d = lying 0.042 0.779 0.883 0.828 e = standing 0.040 0.725 0.607 0.661 f = sitting 0.000 1.000 0.983 0.992 g = running 0.030 0.836 0.863 0.849 h = walking ------------------------------------------------------- 0.028 0.835 0.834 0.831 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.014 0.877 0.755 0.811 a = climbingdown 0.024 0.841 0.826 0.833 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.037 0.809 0.902 0.853 d = lying 0.054 0.743 0.917 0.821 e = standing 0.033 0.747 0.557 0.638 f = sitting 0.004 0.975 0.983 0.979 g = running 0.033 0.820 0.847 0.833 h = walking ------------------------------------------------------- 0.028 0.831 0.830 0.826 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.745 0.819 a = climbingdown 0.029 0.816 0.853 0.834 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.033 0.826 0.893 0.858 d = lying 0.037 0.802 0.875 0.837 e = standing 0.044 0.713 0.631 0.670 f = sitting 0.003 0.983 0.992 0.988 g = running 0.028 0.843 0.870 0.856 h = walking ------------------------------------------------------- 0.026 0.843 0.843 0.841 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.843 0.798 0.820 a = climbingdown 0.022 0.853 0.853 0.853 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.035 0.805 0.844 0.824 d = lying 0.045 0.771 0.900 0.831 e = standing 0.037 0.743 0.615 0.673 f = sitting 0.001 0.992 0.992 0.992 g = running 0.030 0.831 0.837 0.834 h = walking ------------------------------------------------------- 0.027 0.837 0.837 0.835 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.007 0.933 0.745 0.828 a = climbingdown 0.038 0.767 0.817 0.791 b = climbingup 0.000 1.000 0.833 0.909 c = jumping 0.020 0.883 0.869 0.876 d = lying 0.037 0.803 0.883 0.841 e = standing 0.037 0.776 0.738 0.756 f = sitting 0.006 0.967 0.975 0.971 g = running 0.041 0.782 0.846 0.812 h = walking ------------------------------------------------------- 0.026 0.846 0.842 0.842 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.011 0.893 0.713 0.793 a = climbingdown 0.025 0.827 0.789 0.808 b = climbingup 0.000 1.000 0.778 0.875 c = jumping 0.033 0.835 0.959 0.892 d = lying 0.044 0.767 0.850 0.806 e = standing 0.027 0.804 0.639 0.712 f = sitting 0.007 0.960 0.992 0.975 g = running 0.053 0.738 0.846 0.788 h = walking ------------------------------------------------------- 0.028 0.833 0.830 0.827 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.897 0.745 0.814 a = climbingdown 0.028 0.818 0.833 0.826 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.027 0.850 0.893 0.871 d = lying 0.047 0.757 0.858 0.805 e = standing 0.044 0.716 0.639 0.675 f = sitting 0.004 0.976 1.000 0.988 g = running 0.033 0.817 0.837 0.827 h = walking ------------------------------------------------------- 0.028 0.835 0.834 0.833 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.008 0.925 0.787 0.851 a = climbingdown 0.036 0.778 0.843 0.809 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.038 0.792 0.851 0.821 d = lying 0.041 0.782 0.867 0.822 e = standing 0.038 0.730 0.603 0.661 f = sitting 0.004 0.975 0.992 0.983 g = running 0.027 0.849 0.870 0.859 h = walking ------------------------------------------------------- 0.028 0.835 0.834 0.832 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.798 0.833 a = climbingdown 0.025 0.827 0.796 0.811 b = climbingup 0.002 0.895 0.944 0.919 c = jumping 0.034 0.820 0.901 0.858 d = lying 0.051 0.745 0.875 0.805 e = standing 0.034 0.753 0.603 0.670 f = sitting 0.001 0.992 0.992 0.992 g = running 0.031 0.824 0.837 0.831 h = walking ------------------------------------------------------- 0.027 0.833 0.833 0.830 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.729 0.805 a = climbingdown 0.027 0.817 0.761 0.788 b = climbingup 0.001 0.952 1.000 0.976 c = jumping 0.014 0.917 0.881 0.899 d = lying 0.062 0.710 0.827 0.764 e = standing 0.037 0.765 0.698 0.730 f = sitting 0.000 1.000 0.992 0.996 g = running 0.051 0.747 0.852 0.796 h = walking ------------------------------------------------------- 0.029 0.834 0.828 0.829 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.012 0.873 0.729 0.795 a = climbingdown 0.038 0.765 0.778 0.771 b = climbingup 0.000 1.000 0.950 0.974 c = jumping 0.012 0.930 0.944 0.937 d = lying 0.032 0.826 0.820 0.823 e = standing 0.038 0.781 0.794 0.787 f = sitting 0.001 0.992 0.983 0.988 g = running 0.040 0.791 0.859 0.824 h = walking ------------------------------------------------------- 0.025 0.853 0.852 0.852 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.010 0.892 0.786 0.835 a = climbingdown 0.024 0.814 0.675 0.738 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.912 0.905 0.908 d = lying 0.060 0.715 0.812 0.761 e = standing 0.044 0.724 0.667 0.694 f = sitting 0.000 1.000 0.992 0.996 g = running 0.055 0.737 0.875 0.800 h = walking ------------------------------------------------------- 0.031 0.827 0.822 0.822 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.838 0.738 0.785 a = climbingdown 0.053 0.690 0.744 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.925 0.881 0.902 d = lying 0.054 0.745 0.857 0.797 e = standing 0.033 0.784 0.690 0.734 f = sitting 0.000 1.000 0.959 0.979 g = running 0.048 0.741 0.781 0.760 h = walking ------------------------------------------------------- 0.031 0.820 0.815 0.816 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.004 0.955 0.762 0.848 a = climbingdown 0.033 0.771 0.692 0.730 b = climbingup 0.002 0.900 0.947 0.923 c = jumping 0.014 0.920 0.913 0.916 d = lying 0.054 0.742 0.842 0.789 e = standing 0.037 0.759 0.680 0.717 f = sitting 0.003 0.983 0.975 0.979 g = running 0.058 0.725 0.867 0.790 h = walking ------------------------------------------------------- 0.030 0.831 0.825 0.825 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.845 0.861 a = climbingdown 0.027 0.815 0.752 0.782 b = climbingup 0.005 0.818 0.947 0.878 c = jumping 0.014 0.919 0.897 0.908 d = lying 0.051 0.755 0.857 0.803 e = standing 0.033 0.797 0.752 0.774 f = sitting 0.000 1.000 0.975 0.987 g = running 0.040 0.779 0.803 0.791 h = walking ------------------------------------------------------- 0.026 0.845 0.843 0.843 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.008 0.919 0.810 0.861 a = climbingdown 0.041 0.748 0.767 0.757 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.921 0.921 0.921 d = lying 0.046 0.776 0.857 0.814 e = standing 0.029 0.814 0.736 0.773 f = sitting 0.000 1.000 0.983 0.992 g = running 0.037 0.799 0.843 0.820 h = walking ------------------------------------------------------- 0.025 0.853 0.851 0.851 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.017 0.833 0.774 0.802 a = climbingdown 0.037 0.771 0.784 0.778 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.010 0.944 0.929 0.936 d = lying 0.047 0.781 0.910 0.840 e = standing 0.019 0.870 0.752 0.807 f = sitting 0.001 0.992 1.000 0.996 g = running 0.039 0.781 0.787 0.784 h = walking ------------------------------------------------------- 0.024 0.857 0.854 0.854 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.905 0.798 0.848 a = climbingdown 0.034 0.777 0.750 0.763 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.912 0.905 0.908 d = lying 0.053 0.741 0.826 0.781 e = standing 0.033 0.795 0.744 0.769 f = sitting 0.000 1.000 1.000 1.000 g = running 0.044 0.763 0.811 0.786 h = walking ------------------------------------------------------- 0.028 0.841 0.839 0.839 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.014 0.855 0.774 0.812 a = climbingdown 0.037 0.773 0.793 0.783 b = climbingup 0.002 0.905 1.000 0.950 c = jumping 0.006 0.966 0.913 0.939 d = lying 0.047 0.757 0.803 0.779 e = standing 0.037 0.784 0.784 0.784 f = sitting 0.000 1.000 0.983 0.992 g = running 0.036 0.802 0.827 0.814 h = walking ------------------------------------------------------- 0.026 0.848 0.846 0.846 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.023 0.712 0.808 0.757 a = climbingdown 0.026 0.830 0.830 0.830 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.016 0.906 0.862 0.883 d = lying 0.031 0.849 0.967 0.904 e = standing 0.015 0.914 0.862 0.887 f = sitting 0.001 0.991 0.959 0.975 g = running 0.000 1.000 0.939 0.969 h = walking ------------------------------------------------------- 0.015 0.905 0.901 0.902 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.035 0.594 0.731 0.655 a = climbingdown 0.033 0.793 0.830 0.811 b = climbingup 0.000 1.000 0.647 0.786 c = jumping 0.012 0.933 0.902 0.917 d = lying 0.016 0.915 0.967 0.940 e = standing 0.012 0.934 0.919 0.926 f = sitting 0.000 1.000 0.950 0.975 g = running 0.003 0.984 0.939 0.961 h = walking ------------------------------------------------------- 0.013 0.909 0.902 0.904 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.035 0.574 0.673 0.619 a = climbingdown 0.028 0.802 0.726 0.762 b = climbingup 0.001 0.933 0.824 0.875 c = jumping 0.010 0.940 0.886 0.912 d = lying 0.019 0.902 0.983 0.941 e = standing 0.012 0.933 0.902 0.917 f = sitting 0.009 0.952 0.975 0.963 g = running 0.003 0.985 0.985 0.985 h = walking ------------------------------------------------------- 0.014 0.900 0.897 0.897 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.034 0.615 0.784 0.690 a = climbingdown 0.028 0.808 0.755 0.780 b = climbingup 0.000 1.000 0.647 0.786 c = jumping 0.018 0.906 0.943 0.924 d = lying 0.015 0.922 0.975 0.948 e = standing 0.006 0.965 0.902 0.933 f = sitting 0.006 0.967 0.967 0.967 g = running 0.002 0.992 0.954 0.973 h = walking ------------------------------------------------------- 0.013 0.911 0.905 0.906 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.714 0.686 0.700 a = climbingdown 0.028 0.819 0.811 0.815 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.019 0.893 0.878 0.885 d = lying 0.028 0.863 0.992 0.923 e = standing 0.009 0.945 0.837 0.888 f = sitting 0.007 0.959 0.967 0.963 g = running 0.003 0.985 0.992 0.989 h = walking ------------------------------------------------------- 0.015 0.902 0.901 0.901 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.024 0.690 0.784 0.734 a = climbingdown 0.018 0.880 0.830 0.854 b = climbingup 0.001 0.933 0.824 0.875 c = jumping 0.018 0.903 0.911 0.907 d = lying 0.019 0.903 1.000 0.949 e = standing 0.009 0.947 0.870 0.907 f = sitting 0.004 0.975 0.975 0.975 g = running 0.005 0.976 0.954 0.965 h = walking ------------------------------------------------------- 0.013 0.917 0.914 0.914 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.035 0.581 0.706 0.637 a = climbingdown 0.035 0.765 0.736 0.750 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.021 0.889 0.911 0.900 d = lying 0.024 0.882 0.992 0.934 e = standing 0.004 0.971 0.828 0.894 f = sitting 0.004 0.975 0.958 0.966 g = running 0.003 0.984 0.962 0.973 h = walking ------------------------------------------------------- 0.016 0.895 0.889 0.890 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.024 0.673 0.725 0.698 a = climbingdown 0.025 0.837 0.829 0.833 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.011 0.937 0.846 0.889 d = lying 0.031 0.850 0.983 0.912 e = standing 0.006 0.965 0.910 0.937 f = sitting 0.003 0.983 0.975 0.979 g = running 0.005 0.977 0.977 0.977 h = walking ------------------------------------------------------- 0.013 0.913 0.909 0.909 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.026 0.667 0.745 0.704 a = climbingdown 0.025 0.833 0.810 0.821 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.029 0.850 0.878 0.864 d = lying 0.022 0.887 0.975 0.929 e = standing 0.007 0.952 0.820 0.881 f = sitting 0.003 0.983 0.983 0.983 g = running 0.005 0.977 0.962 0.969 h = walking ------------------------------------------------------- 0.015 0.901 0.897 0.898 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.034 0.638 0.863 0.733 a = climbingdown 0.019 0.860 0.762 0.808 b = climbingup 0.000 1.000 0.812 0.897 c = jumping 0.014 0.926 0.918 0.922 d = lying 0.017 0.914 0.967 0.940 e = standing 0.009 0.949 0.918 0.933 f = sitting 0.004 0.975 0.967 0.971 g = running 0.002 0.992 0.962 0.977 h = walking ------------------------------------------------------- 0.012 0.920 0.914 0.915 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.020 0.847 0.830 0.838 a = climbingdown 0.026 0.828 0.850 0.838 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.008 0.951 0.899 0.924 d = lying 0.025 0.854 0.902 0.877 e = standing 0.032 0.822 0.881 0.851 f = sitting 0.009 0.945 0.909 0.927 g = running 0.016 0.905 0.884 0.894 h = walking ------------------------------------------------------- 0.019 0.884 0.881 0.882 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.837 0.778 0.806 a = climbingdown 0.036 0.765 0.779 0.772 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.012 0.928 0.899 0.913 d = lying 0.036 0.803 0.902 0.849 e = standing 0.031 0.822 0.841 0.831 f = sitting 0.003 0.983 0.894 0.937 g = running 0.027 0.851 0.884 0.867 h = walking ------------------------------------------------------- 0.023 0.862 0.858 0.859 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.848 0.848 0.848 a = climbingdown 0.019 0.856 0.735 0.790 b = climbingup 0.002 0.895 1.000 0.944 c = jumping 0.004 0.976 0.953 0.965 d = lying 0.039 0.787 0.877 0.829 e = standing 0.026 0.856 0.897 0.876 f = sitting 0.003 0.983 0.886 0.932 g = running 0.033 0.827 0.891 0.858 h = walking ------------------------------------------------------- 0.020 0.879 0.875 0.876 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.865 0.778 0.819 a = climbingdown 0.028 0.807 0.779 0.793 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.012 0.932 0.953 0.943 d = lying 0.030 0.829 0.877 0.853 e = standing 0.023 0.865 0.865 0.865 f = sitting 0.004 0.975 0.886 0.929 g = running 0.030 0.849 0.961 0.902 h = walking ------------------------------------------------------- 0.020 0.880 0.878 0.877 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.798 0.854 a = climbingdown 0.020 0.860 0.814 0.836 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.927 0.891 0.909 d = lying 0.034 0.813 0.893 0.852 e = standing 0.024 0.856 0.856 0.856 f = sitting 0.004 0.976 0.924 0.949 g = running 0.035 0.824 0.946 0.881 h = walking ------------------------------------------------------- 0.020 0.884 0.881 0.881 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.883 0.838 0.860 a = climbingdown 0.035 0.774 0.788 0.781 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.951 0.906 0.928 d = lying 0.034 0.820 0.934 0.874 e = standing 0.020 0.871 0.808 0.838 f = sitting 0.010 0.945 0.916 0.930 g = running 0.027 0.851 0.884 0.867 h = walking ------------------------------------------------------- 0.021 0.875 0.873 0.873 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.851 0.808 0.829 a = climbingdown 0.036 0.761 0.761 0.761 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.930 0.926 d = lying 0.023 0.866 0.902 0.884 e = standing 0.023 0.869 0.904 0.886 f = sitting 0.004 0.975 0.901 0.937 g = running 0.026 0.857 0.884 0.870 h = walking ------------------------------------------------------- 0.020 0.877 0.876 0.876 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.826 0.768 0.796 a = climbingdown 0.029 0.798 0.770 0.784 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.952 0.938 0.945 d = lying 0.032 0.820 0.893 0.855 e = standing 0.033 0.817 0.856 0.836 f = sitting 0.007 0.959 0.885 0.921 g = running 0.029 0.844 0.884 0.864 h = walking ------------------------------------------------------- 0.022 0.865 0.863 0.863 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.031 0.778 0.848 0.812 a = climbingdown 0.023 0.832 0.743 0.785 b = climbingup 0.000 1.000 0.812 0.897 c = jumping 0.008 0.951 0.906 0.928 d = lying 0.043 0.768 0.869 0.815 e = standing 0.026 0.844 0.824 0.834 f = sitting 0.005 0.969 0.947 0.958 g = running 0.019 0.893 0.907 0.900 h = walking ------------------------------------------------------- 0.021 0.869 0.866 0.866 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.020 0.845 0.828 0.837 a = climbingdown 0.023 0.838 0.786 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.961 0.953 0.957 d = lying 0.043 0.779 0.926 0.846 e = standing 0.020 0.867 0.784 0.824 f = sitting 0.007 0.959 0.893 0.925 g = running 0.029 0.847 0.899 0.872 h = walking ------------------------------------------------------- 0.021 0.876 0.872 0.872 Weighted Avg. >> thigh >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.018 0.846 0.778 0.811 a = climbingdown 0.022 0.867 0.812 0.839 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.942 0.934 0.938 d = lying 0.009 0.929 0.736 0.821 e = standing 0.049 0.766 0.922 0.837 f = sitting 0.004 0.975 0.975 0.975 g = running 0.039 0.796 0.904 0.846 h = walking ------------------------------------------------------- 0.022 0.876 0.870 0.870 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.016 0.872 0.828 0.850 a = climbingdown 0.014 0.910 0.789 0.845 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.929 0.967 0.948 d = lying 0.020 0.862 0.752 0.803 e = standing 0.038 0.801 0.883 0.840 f = sitting 0.001 0.992 0.992 0.992 g = running 0.050 0.745 0.864 0.800 h = walking ------------------------------------------------------- 0.022 0.874 0.870 0.870 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.895 0.786 0.837 a = climbingdown 0.015 0.911 0.875 0.892 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.908 0.967 0.937 d = lying 0.033 0.802 0.776 0.789 e = standing 0.031 0.827 0.859 0.843 f = sitting 0.000 1.000 0.958 0.979 g = running 0.030 0.841 0.928 0.882 h = walking ------------------------------------------------------- 0.020 0.884 0.883 0.882 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.012 0.885 0.704 0.784 a = climbingdown 0.030 0.820 0.781 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.882 0.918 0.900 d = lying 0.014 0.898 0.704 0.789 e = standing 0.056 0.734 0.883 0.801 f = sitting 0.003 0.983 1.000 0.992 g = running 0.048 0.759 0.880 0.815 h = walking ------------------------------------------------------- 0.026 0.851 0.844 0.843 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.016 0.864 0.776 0.817 a = climbingdown 0.020 0.875 0.820 0.847 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.913 0.951 0.932 d = lying 0.015 0.894 0.744 0.812 e = standing 0.045 0.777 0.898 0.833 f = sitting 0.003 0.983 0.975 0.979 g = running 0.039 0.793 0.888 0.838 h = walking ------------------------------------------------------- 0.022 0.873 0.869 0.868 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.806 0.873 a = climbingdown 0.016 0.896 0.805 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.912 0.934 0.923 d = lying 0.019 0.881 0.832 0.856 e = standing 0.033 0.825 0.883 0.853 f = sitting 0.001 0.992 1.000 0.996 g = running 0.042 0.789 0.928 0.853 h = walking ------------------------------------------------------- 0.019 0.891 0.887 0.887 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.020 0.845 0.837 0.841 a = climbingdown 0.016 0.894 0.789 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.966 0.943 0.954 d = lying 0.007 0.950 0.760 0.844 e = standing 0.048 0.774 0.938 0.848 f = sitting 0.001 0.992 0.983 0.987 g = running 0.042 0.782 0.895 0.835 h = walking ------------------------------------------------------- 0.020 0.888 0.880 0.880 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.884 0.776 0.826 a = climbingdown 0.023 0.860 0.819 0.839 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.907 0.959 0.932 d = lying 0.015 0.898 0.776 0.833 e = standing 0.042 0.779 0.858 0.816 f = sitting 0.001 0.992 0.992 0.992 g = running 0.040 0.791 0.887 0.837 h = walking ------------------------------------------------------- 0.022 0.874 0.870 0.870 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.745 0.802 a = climbingdown 0.022 0.862 0.787 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.944 0.959 0.951 d = lying 0.021 0.872 0.816 0.843 e = standing 0.032 0.835 0.913 0.872 f = sitting 0.001 0.991 0.983 0.987 g = running 0.048 0.757 0.879 0.813 h = walking ------------------------------------------------------- 0.021 0.877 0.874 0.873 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.796 0.839 a = climbingdown 0.022 0.862 0.787 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.906 0.950 0.927 d = lying 0.012 0.917 0.792 0.850 e = standing 0.040 0.791 0.866 0.827 f = sitting 0.003 0.983 0.975 0.979 g = running 0.045 0.772 0.903 0.833 h = walking ------------------------------------------------------- 0.022 0.875 0.870 0.870 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.028 0.775 0.719 0.746 a = climbingdown 0.014 0.891 0.837 0.863 b = climbingup 0.003 0.882 0.882 0.882 c = jumping 0.042 0.758 0.752 0.755 d = lying 0.006 0.968 1.000 0.984 e = standing 0.038 0.783 0.777 0.780 f = sitting 0.000 1.000 1.000 1.000 g = running 0.029 0.847 0.925 0.884 h = walking ------------------------------------------------------- 0.022 0.862 0.863 0.862 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.022 0.795 0.646 0.713 a = climbingdown 0.014 0.886 0.804 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.033 0.823 0.884 0.853 d = lying 0.006 0.968 1.000 0.984 e = standing 0.020 0.869 0.775 0.819 f = sitting 0.000 1.000 0.983 0.992 g = running 0.046 0.785 0.975 0.870 h = walking ------------------------------------------------------- 0.020 0.880 0.878 0.875 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.025 0.766 0.615 0.682 a = climbingdown 0.024 0.815 0.773 0.794 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.026 0.849 0.835 0.842 d = lying 0.006 0.968 1.000 0.984 e = standing 0.028 0.838 0.817 0.827 f = sitting 0.000 1.000 1.000 1.000 g = running 0.045 0.783 0.941 0.855 h = walking ------------------------------------------------------- 0.021 0.866 0.867 0.864 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.037 0.705 0.646 0.674 a = climbingdown 0.024 0.809 0.742 0.774 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.033 0.805 0.785 0.795 d = lying 0.006 0.967 1.000 0.983 e = standing 0.035 0.797 0.783 0.790 f = sitting 0.001 0.992 0.983 0.987 g = running 0.041 0.799 0.933 0.860 h = walking ------------------------------------------------------- 0.024 0.847 0.848 0.846 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.034 0.724 0.656 0.689 a = climbingdown 0.018 0.856 0.794 0.824 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.029 0.833 0.826 0.830 d = lying 0.001 0.992 1.000 0.996 e = standing 0.029 0.833 0.833 0.833 f = sitting 0.001 0.992 0.992 0.992 g = running 0.042 0.790 0.916 0.848 h = walking ------------------------------------------------------- 0.022 0.867 0.866 0.865 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.024 0.790 0.667 0.723 a = climbingdown 0.015 0.882 0.845 0.863 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.842 0.793 0.817 d = lying 0.007 0.960 1.000 0.979 e = standing 0.038 0.795 0.842 0.818 f = sitting 0.000 1.000 0.983 0.992 g = running 0.038 0.807 0.916 0.858 h = walking ------------------------------------------------------- 0.021 0.873 0.873 0.871 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.021 0.789 0.583 0.671 a = climbingdown 0.017 0.874 0.856 0.865 b = climbingup 0.004 0.842 0.941 0.889 c = jumping 0.028 0.843 0.843 0.843 d = lying 0.000 1.000 1.000 1.000 e = standing 0.026 0.850 0.850 0.850 f = sitting 0.001 0.992 1.000 0.996 g = running 0.049 0.762 0.916 0.832 h = walking ------------------------------------------------------- 0.020 0.874 0.874 0.871 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.816 0.646 0.721 a = climbingdown 0.015 0.883 0.856 0.869 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.023 0.858 0.808 0.833 d = lying 0.006 0.967 1.000 0.983 e = standing 0.033 0.815 0.842 0.828 f = sitting 0.001 0.992 1.000 0.996 g = running 0.044 0.784 0.916 0.845 h = walking ------------------------------------------------------- 0.020 0.876 0.876 0.874 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.035 0.734 0.719 0.726 a = climbingdown 0.014 0.884 0.784 0.831 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.039 0.794 0.867 0.829 d = lying 0.000 1.000 1.000 1.000 e = standing 0.025 0.845 0.775 0.809 f = sitting 0.001 0.992 0.992 0.992 g = running 0.039 0.799 0.899 0.846 h = walking ------------------------------------------------------- 0.021 0.870 0.867 0.867 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.027 0.782 0.708 0.743 a = climbingdown 0.013 0.901 0.845 0.872 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.036 0.805 0.858 0.831 d = lying 0.003 0.983 0.992 0.987 e = standing 0.025 0.848 0.792 0.819 f = sitting 0.000 1.000 0.992 0.996 g = running 0.036 0.813 0.916 0.862 h = walking ------------------------------------------------------- 0.020 0.880 0.880 0.879 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.008 0.934 0.885 0.909 a = climbingdown 0.025 0.838 0.852 0.845 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.842 0.911 0.875 d = lying 0.046 0.774 0.984 0.866 e = standing 0.008 0.943 0.813 0.873 f = sitting 0.000 1.000 0.797 0.887 g = running 0.032 0.829 0.872 0.850 h = walking ------------------------------------------------------- 0.020 0.884 0.874 0.874 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.922 0.865 0.892 a = climbingdown 0.024 0.842 0.835 0.838 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.793 0.870 0.829 d = lying 0.063 0.711 0.975 0.822 e = standing 0.012 0.912 0.756 0.827 f = sitting 0.000 1.000 0.770 0.870 g = running 0.030 0.841 0.872 0.856 h = walking ------------------------------------------------------- 0.024 0.865 0.850 0.851 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.875 0.903 a = climbingdown 0.010 0.919 0.791 0.850 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.883 0.862 0.872 d = lying 0.054 0.741 0.967 0.839 e = standing 0.023 0.862 0.862 0.862 f = sitting 0.001 0.991 0.777 0.871 g = running 0.040 0.804 0.925 0.860 h = walking ------------------------------------------------------- 0.022 0.879 0.867 0.867 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.875 0.875 0.875 a = climbingdown 0.018 0.863 0.765 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.794 0.878 0.834 d = lying 0.041 0.791 0.967 0.870 e = standing 0.021 0.852 0.754 0.800 f = sitting 0.000 1.000 0.804 0.891 g = running 0.046 0.772 0.865 0.816 h = walking ------------------------------------------------------- 0.025 0.855 0.846 0.846 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.925 0.905 0.915 a = climbingdown 0.021 0.863 0.878 0.871 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.032 0.820 0.886 0.852 d = lying 0.045 0.778 0.983 0.869 e = standing 0.016 0.890 0.795 0.840 f = sitting 0.001 0.992 0.810 0.891 g = running 0.027 0.850 0.850 0.850 h = walking ------------------------------------------------------- 0.021 0.878 0.870 0.870 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.875 0.811 0.842 a = climbingdown 0.022 0.848 0.826 0.837 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.021 0.867 0.846 0.856 d = lying 0.053 0.748 0.983 0.850 e = standing 0.021 0.864 0.836 0.850 f = sitting 0.000 1.000 0.741 0.852 g = running 0.047 0.767 0.865 0.813 h = walking ------------------------------------------------------- 0.025 0.858 0.846 0.846 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.916 0.926 a = climbingdown 0.017 0.881 0.842 0.861 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.825 0.846 0.835 d = lying 0.041 0.795 0.992 0.882 e = standing 0.020 0.867 0.803 0.834 f = sitting 0.001 0.992 0.810 0.891 g = running 0.031 0.839 0.902 0.870 h = walking ------------------------------------------------------- 0.021 0.880 0.873 0.873 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.882 0.789 0.833 a = climbingdown 0.026 0.832 0.868 0.850 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.029 0.843 0.959 0.897 d = lying 0.055 0.744 0.983 0.847 e = standing 0.007 0.949 0.770 0.851 f = sitting 0.000 1.000 0.762 0.865 g = running 0.032 0.830 0.880 0.854 h = walking ------------------------------------------------------- 0.022 0.875 0.860 0.860 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.863 0.911 a = climbingdown 0.013 0.899 0.781 0.836 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.029 0.833 0.894 0.863 d = lying 0.045 0.781 1.000 0.877 e = standing 0.011 0.924 0.795 0.855 f = sitting 0.001 0.991 0.789 0.879 g = running 0.049 0.775 0.939 0.849 h = walking ------------------------------------------------------- 0.022 0.882 0.868 0.868 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.853 0.880 a = climbingdown 0.032 0.805 0.868 0.835 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.019 0.886 0.893 0.890 d = lying 0.051 0.759 0.992 0.860 e = standing 0.011 0.929 0.852 0.889 f = sitting 0.000 1.000 0.803 0.891 g = running 0.028 0.838 0.826 0.832 h = walking ------------------------------------------------------- 0.021 0.881 0.870 0.871 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.023 0.837 0.792 0.814 a = climbingdown 0.034 0.821 0.869 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.752 0.826 0.787 d = lying 0.050 0.712 0.924 0.804 e = standing 0.019 0.817 0.613 0.700 f = sitting 0.033 0.859 0.771 0.812 g = running 0.010 0.927 0.942 0.934 h = walking ------------------------------------------------------- 0.030 0.824 0.819 0.817 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.024 0.807 0.677 0.736 a = climbingdown 0.050 0.750 0.824 0.785 b = climbingup 0.000 1.000 0.867 0.929 c = jumping 0.047 0.732 0.848 0.786 d = lying 0.059 0.665 0.873 0.755 e = standing 0.029 0.755 0.621 0.681 f = sitting 0.042 0.809 0.683 0.741 g = running 0.011 0.920 0.950 0.935 h = walking ------------------------------------------------------- 0.038 0.782 0.776 0.774 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.030 0.772 0.677 0.721 a = climbingdown 0.047 0.763 0.843 0.801 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.043 0.745 0.818 0.780 d = lying 0.058 0.669 0.873 0.757 e = standing 0.022 0.789 0.573 0.664 f = sitting 0.058 0.754 0.688 0.719 g = running 0.016 0.888 0.917 0.902 h = walking ------------------------------------------------------- 0.040 0.771 0.767 0.764 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.020 0.858 0.792 0.824 a = climbingdown 0.050 0.760 0.869 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.040 0.750 0.795 0.772 d = lying 0.049 0.688 0.805 0.742 e = standing 0.022 0.804 0.629 0.706 f = sitting 0.050 0.792 0.741 0.766 g = running 0.010 0.926 0.926 0.926 h = walking ------------------------------------------------------- 0.036 0.799 0.795 0.794 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.023 0.818 0.692 0.750 a = climbingdown 0.045 0.778 0.869 0.821 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.040 0.739 0.750 0.744 d = lying 0.050 0.686 0.814 0.744 e = standing 0.024 0.784 0.613 0.688 f = sitting 0.064 0.754 0.765 0.759 g = running 0.008 0.943 0.959 0.951 h = walking ------------------------------------------------------- 0.038 0.786 0.783 0.782 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.028 0.793 0.708 0.748 a = climbingdown 0.056 0.724 0.804 0.762 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.804 0.841 0.822 d = lying 0.051 0.683 0.822 0.746 e = standing 0.016 0.863 0.710 0.779 f = sitting 0.054 0.777 0.735 0.756 g = running 0.014 0.901 0.901 0.901 h = walking ------------------------------------------------------- 0.037 0.792 0.787 0.787 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.024 0.812 0.700 0.752 a = climbingdown 0.056 0.740 0.876 0.802 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.752 0.735 0.743 d = lying 0.047 0.715 0.873 0.786 e = standing 0.024 0.772 0.577 0.660 f = sitting 0.058 0.770 0.755 0.762 g = running 0.011 0.919 0.934 0.926 h = walking ------------------------------------------------------- 0.038 0.784 0.781 0.778 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.824 0.651 0.727 a = climbingdown 0.062 0.722 0.882 0.794 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.038 0.759 0.794 0.776 d = lying 0.056 0.675 0.872 0.761 e = standing 0.031 0.745 0.642 0.690 f = sitting 0.044 0.798 0.676 0.732 g = running 0.009 0.935 0.950 0.943 h = walking ------------------------------------------------------- 0.038 0.783 0.776 0.774 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.028 0.806 0.775 0.791 a = climbingdown 0.037 0.809 0.856 0.832 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.048 0.721 0.809 0.763 d = lying 0.063 0.636 0.821 0.716 e = standing 0.020 0.805 0.569 0.667 f = sitting 0.058 0.760 0.716 0.737 g = running 0.010 0.921 0.875 0.897 h = walking ------------------------------------------------------- 0.039 0.782 0.775 0.774 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.029 0.808 0.814 0.811 a = climbingdown 0.041 0.793 0.850 0.820 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.028 0.805 0.756 0.780 d = lying 0.043 0.721 0.838 0.775 e = standing 0.028 0.784 0.707 0.744 f = sitting 0.055 0.779 0.745 0.762 g = running 0.009 0.932 0.917 0.924 h = walking ------------------------------------------------------- 0.035 0.803 0.801 0.801 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.795 0.586 0.674 a = climbingdown 0.038 0.754 0.824 0.787 b = climbingup 0.002 0.882 0.882 0.882 c = jumping 0.082 0.616 0.832 0.708 d = lying 0.094 0.560 0.872 0.682 e = standing 0.020 0.757 0.414 0.535 f = sitting 0.028 0.867 0.628 0.729 g = running 0.048 0.745 0.867 0.801 h = walking ------------------------------------------------------- 0.045 0.743 0.715 0.709 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.024 0.767 0.697 0.730 a = climbingdown 0.028 0.803 0.831 0.817 b = climbingup 0.004 0.778 0.824 0.800 c = jumping 0.066 0.652 0.792 0.715 d = lying 0.110 0.513 0.838 0.636 e = standing 0.022 0.804 0.578 0.673 f = sitting 0.023 0.882 0.583 0.702 g = running 0.036 0.796 0.867 0.830 h = walking ------------------------------------------------------- 0.042 0.760 0.728 0.728 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.025 0.735 0.616 0.670 a = climbingdown 0.032 0.779 0.805 0.792 b = climbingup 0.000 1.000 0.706 0.828 c = jumping 0.075 0.637 0.838 0.724 d = lying 0.111 0.513 0.846 0.639 e = standing 0.022 0.786 0.516 0.623 f = sitting 0.023 0.887 0.615 0.726 g = running 0.028 0.842 0.911 0.875 h = walking ------------------------------------------------------- 0.042 0.761 0.727 0.727 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.024 0.774 0.727 0.750 a = climbingdown 0.033 0.776 0.822 0.798 b = climbingup 0.001 0.933 0.824 0.875 c = jumping 0.066 0.656 0.808 0.724 d = lying 0.099 0.525 0.795 0.633 e = standing 0.025 0.767 0.539 0.633 f = sitting 0.040 0.820 0.628 0.712 g = running 0.027 0.837 0.837 0.837 h = walking ------------------------------------------------------- 0.044 0.749 0.728 0.728 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.020 0.795 0.667 0.725 a = climbingdown 0.042 0.731 0.805 0.766 b = climbingup 0.002 0.882 0.882 0.882 c = jumping 0.043 0.717 0.700 0.708 d = lying 0.092 0.541 0.793 0.643 e = standing 0.040 0.732 0.703 0.717 f = sitting 0.040 0.825 0.647 0.725 g = running 0.028 0.836 0.867 0.851 h = walking ------------------------------------------------------- 0.043 0.751 0.736 0.737 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.026 0.763 0.724 0.743 a = climbingdown 0.039 0.736 0.780 0.757 b = climbingup 0.002 0.882 0.938 0.909 c = jumping 0.070 0.623 0.738 0.676 d = lying 0.124 0.490 0.862 0.625 e = standing 0.023 0.784 0.543 0.642 f = sitting 0.026 0.867 0.569 0.687 g = running 0.024 0.851 0.844 0.848 h = walking ------------------------------------------------------- 0.044 0.749 0.711 0.713 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.015 0.843 0.714 0.773 a = climbingdown 0.036 0.778 0.890 0.830 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.045 0.738 0.800 0.768 d = lying 0.100 0.525 0.802 0.635 e = standing 0.028 0.803 0.740 0.770 f = sitting 0.030 0.854 0.592 0.699 g = running 0.028 0.836 0.867 0.851 h = walking ------------------------------------------------------- 0.038 0.781 0.758 0.759 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.023 0.773 0.694 0.731 a = climbingdown 0.045 0.736 0.898 0.809 b = climbingup 0.003 0.842 1.000 0.914 c = jumping 0.035 0.777 0.777 0.777 d = lying 0.116 0.503 0.853 0.633 e = standing 0.028 0.791 0.685 0.734 f = sitting 0.023 0.880 0.573 0.694 g = running 0.022 0.859 0.815 0.837 h = walking ------------------------------------------------------- 0.039 0.776 0.743 0.745 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.026 0.773 0.765 0.769 a = climbingdown 0.021 0.833 0.763 0.796 b = climbingup 0.002 0.882 0.938 0.909 c = jumping 0.039 0.733 0.677 0.704 d = lying 0.108 0.526 0.871 0.656 e = standing 0.040 0.740 0.740 0.740 f = sitting 0.028 0.861 0.599 0.707 g = running 0.035 0.800 0.859 0.829 h = walking ------------------------------------------------------- 0.040 0.766 0.741 0.743 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.020 0.813 0.755 0.783 a = climbingdown 0.029 0.803 0.831 0.817 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.065 0.647 0.762 0.700 d = lying 0.112 0.530 0.914 0.671 e = standing 0.028 0.747 0.535 0.624 f = sitting 0.018 0.911 0.613 0.733 g = running 0.024 0.856 0.888 0.872 h = walking ------------------------------------------------------- 0.039 0.778 0.744 0.745 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.901 0.760 0.825 a = climbingdown 0.026 0.804 0.772 0.788 b = climbingup 0.000 � � � c = jumping 0.031 0.804 0.714 0.756 d = lying 0.038 0.815 0.960 0.881 e = standing 0.030 0.824 0.760 0.790 f = sitting 0.000 1.000 0.954 0.976 g = running 0.042 0.800 0.976 0.879 h = walking ------------------------------------------------------- 0.026 � � � Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.015 0.845 0.625 0.719 a = climbingdown 0.036 0.776 0.891 0.829 b = climbingup 0.000 � � � c = jumping 0.030 0.829 0.810 0.819 d = lying 0.030 0.850 0.960 0.902 e = standing 0.027 0.843 0.791 0.816 f = sitting 0.000 1.000 0.923 0.960 g = running 0.035 0.819 0.919 0.866 h = walking ------------------------------------------------------- 0.025 � � � Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.835 0.792 0.813 a = climbingdown 0.026 0.819 0.851 0.835 b = climbingup 0.000 � � � c = jumping 0.047 0.732 0.720 0.726 d = lying 0.044 0.788 0.927 0.852 e = standing 0.034 0.793 0.713 0.751 f = sitting 0.000 1.000 0.946 0.972 g = running 0.021 0.879 0.886 0.883 h = walking ------------------------------------------------------- 0.028 � � � Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.018 0.865 0.865 0.865 a = climbingdown 0.015 0.882 0.812 0.845 b = climbingup 0.000 � � � c = jumping 0.030 0.819 0.760 0.788 d = lying 0.050 0.778 0.992 0.872 e = standing 0.034 0.789 0.703 0.744 f = sitting 0.000 1.000 0.908 0.952 g = running 0.028 0.848 0.911 0.878 h = walking ------------------------------------------------------- 0.025 � � � Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.018 0.852 0.789 0.820 a = climbingdown 0.017 0.872 0.812 0.841 b = climbingup 0.000 � � � c = jumping 0.016 0.899 0.784 0.838 d = lying 0.040 0.812 0.976 0.886 e = standing 0.030 0.838 0.852 0.845 f = sitting 0.000 1.000 0.899 0.947 g = running 0.034 0.827 0.935 0.878 h = walking ------------------------------------------------------- 0.022 � � � Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.018 0.829 0.663 0.737 a = climbingdown 0.024 0.832 0.832 0.832 b = climbingup 0.000 � � � c = jumping 0.027 0.829 0.736 0.780 d = lying 0.043 0.800 0.968 0.876 e = standing 0.032 0.824 0.805 0.814 f = sitting 0.000 1.000 0.938 0.968 g = running 0.038 0.807 0.926 0.863 h = walking ------------------------------------------------------- 0.026 � � � Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.019 0.835 0.747 0.789 a = climbingdown 0.030 0.788 0.812 0.800 b = climbingup 0.000 � � � c = jumping 0.033 0.810 0.784 0.797 d = lying 0.029 0.857 0.976 0.913 e = standing 0.029 0.832 0.773 0.802 f = sitting 0.000 1.000 0.969 0.984 g = running 0.026 0.860 0.910 0.884 h = walking ------------------------------------------------------- 0.024 � � � Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.010 0.914 0.779 0.841 a = climbingdown 0.018 0.860 0.792 0.825 b = climbingup 0.000 � � � c = jumping 0.032 0.798 0.696 0.744 d = lying 0.040 0.812 0.984 0.890 e = standing 0.035 0.806 0.781 0.794 f = sitting 0.001 0.992 0.930 0.960 g = running 0.044 0.788 0.943 0.858 h = walking ------------------------------------------------------- 0.026 � � � Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.867 0.684 0.765 a = climbingdown 0.018 0.863 0.820 0.841 b = climbingup 0.000 � � � c = jumping 0.032 0.804 0.720 0.759 d = lying 0.040 0.807 0.951 0.873 e = standing 0.029 0.833 0.781 0.806 f = sitting 0.003 0.984 0.969 0.977 g = running 0.043 0.797 0.967 0.874 h = walking ------------------------------------------------------- 0.026 � � � Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.922 0.747 0.826 a = climbingdown 0.030 0.786 0.810 0.798 b = climbingup 0.000 � � � c = jumping 0.030 0.811 0.720 0.763 d = lying 0.044 0.780 0.894 0.833 e = standing 0.042 0.775 0.781 0.778 f = sitting 0.000 1.000 0.946 0.972 g = running 0.036 0.820 0.934 0.874 h = walking ------------------------------------------------------- 0.028 � � � Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.036 0.761 0.824 0.791 a = climbingdown 0.030 0.810 0.810 0.810 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.044 0.738 0.756 0.747 d = lying 0.050 0.755 0.907 0.824 e = standing 0.035 0.743 0.619 0.675 f = sitting 0.001 0.992 0.917 0.953 g = running 0.010 0.930 0.883 0.906 h = walking ------------------------------------------------------- 0.028 0.826 0.822 0.822 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.029 0.796 0.833 0.814 a = climbingdown 0.021 0.867 0.867 0.867 b = climbingup 0.001 0.933 0.778 0.848 c = jumping 0.056 0.701 0.795 0.745 d = lying 0.038 0.801 0.907 0.851 e = standing 0.031 0.771 0.643 0.701 f = sitting 0.001 0.992 0.910 0.949 g = running 0.013 0.915 0.892 0.903 h = walking ------------------------------------------------------- 0.026 0.840 0.835 0.835 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.019 0.858 0.843 0.850 a = climbingdown 0.026 0.844 0.900 0.871 b = climbingup 0.001 0.938 0.833 0.882 c = jumping 0.068 0.669 0.827 0.739 d = lying 0.056 0.721 0.860 0.784 e = standing 0.034 0.694 0.468 0.559 f = sitting 0.001 0.992 0.888 0.937 g = running 0.014 0.906 0.883 0.895 h = walking ------------------------------------------------------- 0.031 0.816 0.810 0.807 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.853 0.806 0.829 a = climbingdown 0.030 0.822 0.883 0.851 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.048 0.747 0.858 0.799 d = lying 0.034 0.813 0.876 0.843 e = standing 0.037 0.754 0.683 0.717 f = sitting 0.000 1.000 0.860 0.925 g = running 0.013 0.917 0.917 0.917 h = walking ------------------------------------------------------- 0.025 0.848 0.843 0.843 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.023 0.820 0.759 0.788 a = climbingdown 0.040 0.777 0.900 0.834 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.050 0.730 0.811 0.769 d = lying 0.056 0.723 0.875 0.792 e = standing 0.034 0.735 0.571 0.643 f = sitting 0.000 1.000 0.902 0.949 g = running 0.008 0.946 0.875 0.909 h = walking ------------------------------------------------------- 0.029 0.825 0.818 0.817 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.031 0.782 0.796 0.789 a = climbingdown 0.025 0.839 0.825 0.832 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.056 0.717 0.858 0.781 d = lying 0.052 0.735 0.867 0.796 e = standing 0.033 0.755 0.611 0.675 f = sitting 0.000 1.000 0.839 0.913 g = running 0.013 0.917 0.917 0.917 h = walking ------------------------------------------------------- 0.029 0.826 0.818 0.818 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.029 0.795 0.824 0.809 a = climbingdown 0.023 0.843 0.808 0.826 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.048 0.736 0.811 0.772 d = lying 0.052 0.747 0.922 0.825 e = standing 0.030 0.772 0.619 0.687 f = sitting 0.000 1.000 0.888 0.941 g = running 0.010 0.934 0.942 0.938 h = walking ------------------------------------------------------- 0.027 0.839 0.833 0.832 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.028 0.798 0.806 0.802 a = climbingdown 0.026 0.837 0.858 0.848 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.060 0.703 0.858 0.773 d = lying 0.039 0.789 0.875 0.830 e = standing 0.026 0.787 0.587 0.673 f = sitting 0.001 0.992 0.923 0.957 g = running 0.010 0.931 0.900 0.915 h = walking ------------------------------------------------------- 0.027 0.839 0.834 0.833 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.022 0.830 0.769 0.798 a = climbingdown 0.029 0.824 0.858 0.841 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.058 0.716 0.881 0.790 d = lying 0.050 0.734 0.820 0.775 e = standing 0.025 0.800 0.603 0.688 f = sitting 0.000 1.000 0.916 0.956 g = running 0.012 0.926 0.942 0.934 h = walking ------------------------------------------------------- 0.027 0.839 0.832 0.831 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.035 0.752 0.766 0.759 a = climbingdown 0.035 0.779 0.792 0.785 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.063 0.696 0.873 0.775 d = lying 0.053 0.750 0.938 0.833 e = standing 0.016 0.829 0.460 0.592 f = sitting 0.000 1.000 0.944 0.971 g = running 0.014 0.905 0.882 0.894 h = walking ------------------------------------------------------- 0.030 0.824 0.814 0.808 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.006 0.939 0.895 0.917 a = climbingdown 0.049 0.835 0.802 0.818 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.060 0.660 0.782 0.716 d = lying 0.026 0.846 0.953 0.896 e = standing 0.037 0.690 0.539 0.605 f = sitting 0.004 0.975 0.975 0.975 g = running 0.024 0.846 0.859 0.853 h = walking ------------------------------------------------------- 0.032 0.826 0.826 0.823 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.013 0.874 0.884 0.879 a = climbingdown 0.053 0.808 0.722 0.763 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.079 0.580 0.740 0.650 d = lying 0.036 0.799 0.937 0.862 e = standing 0.037 0.667 0.484 0.561 f = sitting 0.004 0.975 0.992 0.983 g = running 0.027 0.829 0.836 0.833 h = walking ------------------------------------------------------- 0.038 0.792 0.789 0.786 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.920 0.930 0.925 a = climbingdown 0.074 0.769 0.793 0.781 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.061 0.611 0.650 0.630 d = lying 0.019 0.879 0.913 0.896 e = standing 0.048 0.643 0.562 0.600 f = sitting 0.002 0.983 0.983 0.983 g = running 0.019 0.871 0.844 0.857 h = walking ------------------------------------------------------- 0.038 0.804 0.805 0.804 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.907 0.907 a = climbingdown 0.053 0.809 0.727 0.766 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.073 0.606 0.764 0.676 d = lying 0.037 0.796 0.953 0.867 e = standing 0.030 0.728 0.528 0.612 f = sitting 0.004 0.975 0.983 0.979 g = running 0.017 0.891 0.891 0.891 h = walking ------------------------------------------------------- 0.035 0.815 0.811 0.808 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.899 0.941 0.920 a = climbingdown 0.052 0.812 0.722 0.765 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.094 0.544 0.756 0.633 d = lying 0.028 0.839 0.952 0.892 e = standing 0.040 0.588 0.370 0.454 f = sitting 0.005 0.966 0.950 0.958 g = running 0.023 0.857 0.891 0.874 h = walking ------------------------------------------------------- 0.038 0.788 0.786 0.780 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.904 0.882 0.893 a = climbingdown 0.056 0.812 0.780 0.796 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.069 0.620 0.756 0.681 d = lying 0.035 0.796 0.897 0.843 e = standing 0.039 0.680 0.535 0.599 f = sitting 0.001 0.991 0.958 0.975 g = running 0.017 0.889 0.875 0.882 h = walking ------------------------------------------------------- 0.035 0.811 0.808 0.807 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.907 0.918 0.912 a = climbingdown 0.056 0.811 0.779 0.795 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.060 0.648 0.748 0.694 d = lying 0.030 0.828 0.952 0.886 e = standing 0.034 0.720 0.567 0.634 f = sitting 0.002 0.983 0.983 0.983 g = running 0.018 0.881 0.867 0.874 h = walking ------------------------------------------------------- 0.033 0.823 0.823 0.821 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.010 0.901 0.965 0.932 a = climbingdown 0.054 0.819 0.783 0.801 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.069 0.607 0.715 0.657 d = lying 0.029 0.832 0.944 0.885 e = standing 0.040 0.673 0.535 0.596 f = sitting 0.000 1.000 0.983 0.992 g = running 0.021 0.860 0.812 0.835 h = walking ------------------------------------------------------- 0.034 0.813 0.812 0.810 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.847 0.862 a = climbingdown 0.072 0.765 0.748 0.756 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.070 0.603 0.715 0.654 d = lying 0.031 0.817 0.921 0.866 e = standing 0.045 0.619 0.472 0.536 f = sitting 0.002 0.983 0.983 0.983 g = running 0.018 0.882 0.882 0.882 h = walking ------------------------------------------------------- 0.040 0.789 0.790 0.787 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.917 0.906 0.911 a = climbingdown 0.051 0.814 0.717 0.762 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.071 0.612 0.756 0.676 d = lying 0.036 0.799 0.944 0.865 e = standing 0.047 0.618 0.496 0.550 f = sitting 0.004 0.975 0.983 0.979 g = running 0.022 0.858 0.858 0.858 h = walking ------------------------------------------------------- 0.037 0.798 0.797 0.794 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.753 0.798 a = climbingdown 0.030 0.800 0.868 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.814 0.927 0.867 d = lying 0.060 0.729 0.968 0.832 e = standing 0.013 0.906 0.756 0.824 f = sitting 0.004 0.976 0.758 0.853 g = running 0.021 0.870 0.877 0.873 h = walking ------------------------------------------------------- 0.024 0.859 0.845 0.845 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.753 0.798 a = climbingdown 0.040 0.750 0.877 0.809 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.034 0.821 0.975 0.891 d = lying 0.053 0.753 0.976 0.850 e = standing 0.008 0.941 0.762 0.842 f = sitting 0.006 0.968 0.750 0.845 g = running 0.021 0.862 0.820 0.840 h = walking ------------------------------------------------------- 0.024 0.859 0.845 0.844 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.019 0.844 0.835 0.839 a = climbingdown 0.025 0.833 0.896 0.864 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.029 0.839 0.943 0.888 d = lying 0.047 0.777 0.976 0.865 e = standing 0.007 0.953 0.810 0.876 f = sitting 0.003 0.984 0.787 0.875 g = running 0.019 0.882 0.861 0.871 h = walking ------------------------------------------------------- 0.020 0.881 0.871 0.871 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.012 0.904 0.876 0.890 a = climbingdown 0.031 0.800 0.906 0.850 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.042 0.778 0.918 0.842 d = lying 0.041 0.795 0.960 0.870 e = standing 0.011 0.922 0.746 0.825 f = sitting 0.007 0.963 0.812 0.881 g = running 0.017 0.886 0.828 0.856 h = walking ------------------------------------------------------- 0.022 0.871 0.861 0.861 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.009 0.926 0.897 0.911 a = climbingdown 0.023 0.833 0.857 0.845 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.032 0.822 0.910 0.864 d = lying 0.051 0.764 0.984 0.860 e = standing 0.015 0.899 0.778 0.834 f = sitting 0.004 0.976 0.775 0.864 g = running 0.019 0.887 0.902 0.894 h = walking ------------------------------------------------------- 0.021 0.879 0.869 0.869 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.794 0.828 a = climbingdown 0.026 0.817 0.848 0.832 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.025 0.860 0.959 0.907 d = lying 0.055 0.752 0.992 0.855 e = standing 0.005 0.963 0.817 0.884 f = sitting 0.006 0.967 0.738 0.837 g = running 0.033 0.806 0.852 0.829 h = walking ------------------------------------------------------- 0.023 0.868 0.856 0.855 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.006 0.938 0.773 0.847 a = climbingdown 0.038 0.764 0.895 0.825 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.786 0.934 0.854 d = lying 0.048 0.774 0.984 0.866 e = standing 0.015 0.892 0.722 0.798 f = sitting 0.003 0.984 0.769 0.863 g = running 0.019 0.886 0.893 0.890 h = walking ------------------------------------------------------- 0.023 0.868 0.854 0.853 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.895 0.876 0.885 a = climbingdown 0.036 0.767 0.876 0.818 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.037 0.799 0.910 0.851 d = lying 0.047 0.774 0.960 0.857 e = standing 0.017 0.881 0.762 0.817 f = sitting 0.006 0.970 0.800 0.877 g = running 0.013 0.907 0.803 0.852 h = walking ------------------------------------------------------- 0.023 0.864 0.854 0.854 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.013 0.881 0.771 0.822 a = climbingdown 0.047 0.697 0.790 0.741 b = climbingup 0.002 0.895 1.000 0.944 c = jumping 0.047 0.770 0.959 0.854 d = lying 0.043 0.792 0.976 0.875 e = standing 0.005 0.957 0.698 0.807 f = sitting 0.008 0.956 0.806 0.875 g = running 0.029 0.814 0.787 0.800 h = walking ------------------------------------------------------- 0.026 0.846 0.832 0.831 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.859 0.760 0.807 a = climbingdown 0.052 0.692 0.857 0.766 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.053 0.742 0.943 0.830 d = lying 0.052 0.752 0.952 0.840 e = standing 0.009 0.921 0.651 0.763 f = sitting 0.004 0.976 0.756 0.852 g = running 0.027 0.825 0.777 0.800 h = walking ------------------------------------------------------- 0.029 0.836 0.815 0.815 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.026 0.743 0.647 0.692 a = climbingdown 0.034 0.745 0.820 0.781 b = climbingup 0.001 0.941 0.842 0.889 c = jumping 0.043 0.754 0.736 0.745 d = lying 0.045 0.792 0.915 0.849 e = standing 0.022 0.866 0.776 0.819 f = sitting 0.004 0.976 0.976 0.976 g = running 0.024 0.863 0.863 0.863 h = walking ------------------------------------------------------- 0.028 0.830 0.828 0.827 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.033 0.707 0.682 0.695 a = climbingdown 0.019 0.835 0.798 0.816 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.711 0.512 0.595 d = lying 0.043 0.805 0.961 0.876 e = standing 0.055 0.727 0.808 0.765 f = sitting 0.000 1.000 0.976 0.988 g = running 0.030 0.838 0.879 0.858 h = walking ------------------------------------------------------- 0.031 0.811 0.814 0.808 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.034 0.706 0.706 0.706 a = climbingdown 0.022 0.792 0.685 0.735 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.019 0.866 0.672 0.757 d = lying 0.055 0.771 0.992 0.868 e = standing 0.039 0.794 0.832 0.812 f = sitting 0.010 0.945 0.960 0.952 g = running 0.023 0.864 0.823 0.843 h = walking ------------------------------------------------------- 0.028 0.829 0.826 0.823 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.785 0.729 0.756 a = climbingdown 0.023 0.811 0.820 0.816 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.017 0.865 0.616 0.720 d = lying 0.062 0.738 0.938 0.826 e = standing 0.037 0.795 0.808 0.802 f = sitting 0.004 0.976 0.960 0.968 g = running 0.024 0.870 0.919 0.894 h = walking ------------------------------------------------------- 0.027 0.840 0.834 0.832 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.034 0.722 0.774 0.747 a = climbingdown 0.022 0.812 0.775 0.793 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.036 0.750 0.600 0.667 d = lying 0.048 0.783 0.930 0.850 e = standing 0.052 0.731 0.784 0.757 f = sitting 0.001 0.992 0.952 0.971 g = running 0.020 0.883 0.855 0.869 h = walking ------------------------------------------------------- 0.030 0.819 0.817 0.815 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.034 0.684 0.643 0.663 a = climbingdown 0.018 0.827 0.705 0.761 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.035 0.762 0.616 0.681 d = lying 0.052 0.778 0.984 0.869 e = standing 0.041 0.772 0.760 0.766 f = sitting 0.001 0.992 0.992 0.992 g = running 0.036 0.812 0.878 0.844 h = walking ------------------------------------------------------- 0.031 0.813 0.814 0.810 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.031 0.723 0.714 0.719 a = climbingdown 0.026 0.784 0.784 0.784 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.033 0.775 0.637 0.699 d = lying 0.047 0.782 0.898 0.836 e = standing 0.045 0.763 0.800 0.781 f = sitting 0.001 0.992 0.984 0.988 g = running 0.022 0.877 0.870 0.873 h = walking ------------------------------------------------------- 0.029 0.824 0.823 0.822 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.027 0.773 0.810 0.791 a = climbingdown 0.018 0.845 0.807 0.826 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.052 0.687 0.637 0.661 d = lying 0.044 0.804 0.961 0.875 e = standing 0.046 0.729 0.688 0.708 f = sitting 0.000 1.000 0.968 0.984 g = running 0.019 0.890 0.854 0.871 h = walking ------------------------------------------------------- 0.029 0.823 0.823 0.822 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.041 0.659 0.690 0.674 a = climbingdown 0.026 0.776 0.750 0.763 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.038 0.768 0.694 0.729 d = lying 0.048 0.784 0.938 0.854 e = standing 0.035 0.803 0.784 0.794 f = sitting 0.003 0.984 0.960 0.972 g = running 0.022 0.870 0.813 0.840 h = walking ------------------------------------------------------- 0.029 0.819 0.817 0.817 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.019 0.788 0.619 0.693 a = climbingdown 0.026 0.779 0.761 0.770 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.035 0.788 0.718 0.751 d = lying 0.042 0.812 0.977 0.887 e = standing 0.026 0.841 0.766 0.802 f = sitting 0.001 0.992 0.984 0.988 g = running 0.039 0.807 0.919 0.859 h = walking ------------------------------------------------------- 0.027 0.838 0.838 0.834 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.773 0.829 a = climbingdown 0.028 0.833 0.861 0.847 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.064 0.699 0.845 0.765 d = lying 0.037 0.809 0.927 0.864 e = standing 0.028 0.741 0.492 0.591 f = sitting 0.003 0.984 0.992 0.988 g = running 0.033 0.821 0.846 0.833 h = walking ------------------------------------------------------- 0.030 0.825 0.824 0.819 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.830 0.753 0.789 a = climbingdown 0.031 0.830 0.918 0.872 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.057 0.706 0.783 0.743 d = lying 0.032 0.829 0.943 0.882 e = standing 0.034 0.734 0.566 0.639 f = sitting 0.001 0.992 0.983 0.988 g = running 0.026 0.848 0.815 0.831 h = walking ------------------------------------------------------- 0.029 0.827 0.827 0.824 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.024 0.791 0.701 0.743 a = climbingdown 0.034 0.806 0.852 0.829 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.060 0.669 0.690 0.679 d = lying 0.049 0.762 0.943 0.842 e = standing 0.047 0.607 0.443 0.512 f = sitting 0.001 0.992 0.983 0.988 g = running 0.044 0.765 0.806 0.785 h = walking ------------------------------------------------------- 0.037 0.773 0.778 0.772 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.845 0.732 0.785 a = climbingdown 0.041 0.781 0.877 0.826 b = climbingup 0.004 0.850 1.000 0.919 c = jumping 0.075 0.641 0.760 0.695 d = lying 0.053 0.750 0.959 0.842 e = standing 0.030 0.681 0.385 0.492 f = sitting 0.001 0.991 0.942 0.966 g = running 0.026 0.848 0.822 0.835 h = walking ------------------------------------------------------- 0.035 0.790 0.788 0.779 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.024 0.795 0.722 0.757 a = climbingdown 0.031 0.815 0.828 0.821 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.068 0.653 0.729 0.689 d = lying 0.047 0.770 0.959 0.854 e = standing 0.033 0.714 0.492 0.583 f = sitting 0.003 0.984 0.992 0.988 g = running 0.033 0.815 0.822 0.819 h = walking ------------------------------------------------------- 0.034 0.795 0.795 0.790 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.018 0.839 0.760 0.798 a = climbingdown 0.039 0.794 0.918 0.852 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.075 0.643 0.767 0.700 d = lying 0.053 0.731 0.869 0.794 e = standing 0.037 0.671 0.451 0.539 f = sitting 0.000 1.000 0.975 0.987 g = running 0.022 0.860 0.760 0.807 h = walking ------------------------------------------------------- 0.035 0.793 0.790 0.785 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.839 0.760 0.798 a = climbingdown 0.023 0.858 0.844 0.851 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.086 0.618 0.791 0.694 d = lying 0.041 0.790 0.926 0.853 e = standing 0.024 0.739 0.418 0.534 f = sitting 0.003 0.983 0.983 0.983 g = running 0.040 0.790 0.845 0.816 h = walking ------------------------------------------------------- 0.034 0.804 0.798 0.792 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.022 0.813 0.771 0.791 a = climbingdown 0.038 0.796 0.893 0.842 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.063 0.671 0.734 0.701 d = lying 0.038 0.801 0.926 0.859 e = standing 0.042 0.663 0.500 0.570 f = sitting 0.001 0.992 0.992 0.992 g = running 0.022 0.866 0.798 0.831 h = walking ------------------------------------------------------- 0.032 0.803 0.805 0.801 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.029 0.768 0.760 0.764 a = climbingdown 0.034 0.806 0.852 0.829 b = climbingup 0.000 1.000 0.765 0.867 c = jumping 0.067 0.682 0.820 0.745 d = lying 0.041 0.793 0.943 0.861 e = standing 0.019 0.811 0.496 0.615 f = sitting 0.004 0.975 0.983 0.979 g = running 0.029 0.831 0.798 0.814 h = walking ------------------------------------------------------- 0.032 0.814 0.808 0.803 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.740 0.802 a = climbingdown 0.027 0.829 0.795 0.812 b = climbingup 0.000 1.000 0.765 0.867 c = jumping 0.077 0.639 0.773 0.700 d = lying 0.045 0.771 0.910 0.835 e = standing 0.038 0.654 0.438 0.525 f = sitting 0.005 0.967 0.983 0.975 g = running 0.041 0.789 0.868 0.827 h = walking ------------------------------------------------------- 0.036 0.790 0.789 0.783 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.008 0.919 0.716 0.805 a = climbingdown 0.044 0.765 0.954 0.849 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.014 0.918 0.918 0.918 d = lying 0.065 0.678 0.808 0.738 e = standing 0.037 0.743 0.615 0.673 f = sitting 0.001 0.992 0.992 0.992 g = running 0.027 0.836 0.782 0.808 h = walking ------------------------------------------------------- 0.028 0.837 0.830 0.829 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.005 0.943 0.695 0.800 a = climbingdown 0.039 0.774 0.881 0.824 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.016 0.911 0.918 0.914 d = lying 0.059 0.693 0.792 0.739 e = standing 0.040 0.752 0.697 0.723 f = sitting 0.001 0.992 0.992 0.992 g = running 0.030 0.833 0.847 0.840 h = walking ------------------------------------------------------- 0.027 0.844 0.837 0.837 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.016 0.833 0.632 0.719 a = climbingdown 0.037 0.769 0.826 0.796 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.891 0.869 0.880 d = lying 0.063 0.648 0.692 0.669 e = standing 0.068 0.619 0.639 0.629 f = sitting 0.003 0.983 0.992 0.988 g = running 0.031 0.829 0.863 0.846 h = walking ------------------------------------------------------- 0.034 0.800 0.796 0.796 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.829 0.723 0.773 a = climbingdown 0.043 0.760 0.899 0.824 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.013 0.924 0.902 0.913 d = lying 0.065 0.657 0.733 0.693 e = standing 0.054 0.670 0.631 0.650 f = sitting 0.001 0.992 0.983 0.987 g = running 0.028 0.825 0.758 0.790 h = walking ------------------------------------------------------- 0.031 0.812 0.808 0.808 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.863 0.734 0.793 a = climbingdown 0.042 0.758 0.862 0.807 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.016 0.911 0.926 0.918 d = lying 0.058 0.692 0.767 0.727 e = standing 0.044 0.721 0.656 0.687 f = sitting 0.001 0.992 1.000 0.996 g = running 0.033 0.807 0.774 0.790 h = walking ------------------------------------------------------- 0.029 0.824 0.821 0.821 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.023 0.798 0.713 0.753 a = climbingdown 0.045 0.752 0.890 0.815 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.909 0.909 0.909 d = lying 0.062 0.674 0.758 0.714 e = standing 0.050 0.676 0.598 0.635 f = sitting 0.000 1.000 1.000 1.000 g = running 0.021 0.867 0.790 0.827 h = walking ------------------------------------------------------- 0.030 0.816 0.814 0.813 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.008 0.923 0.766 0.837 a = climbingdown 0.031 0.809 0.861 0.834 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.941 0.917 0.929 d = lying 0.078 0.645 0.833 0.727 e = standing 0.037 0.714 0.533 0.610 f = sitting 0.000 1.000 1.000 1.000 g = running 0.040 0.788 0.839 0.812 h = walking ------------------------------------------------------- 0.029 0.832 0.826 0.824 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.766 0.828 a = climbingdown 0.022 0.860 0.907 0.883 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.939 0.893 0.915 d = lying 0.052 0.711 0.758 0.734 e = standing 0.057 0.683 0.711 0.696 f = sitting 0.000 1.000 0.992 0.996 g = running 0.033 0.816 0.829 0.823 h = walking ------------------------------------------------------- 0.026 0.845 0.841 0.842 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.010 0.900 0.670 0.768 a = climbingdown 0.034 0.797 0.870 0.832 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.026 0.857 0.893 0.874 d = lying 0.034 0.780 0.714 0.746 e = standing 0.060 0.674 0.719 0.696 f = sitting 0.000 1.000 0.992 0.996 g = running 0.040 0.793 0.870 0.829 h = walking ------------------------------------------------------- 0.029 0.830 0.826 0.825 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.777 0.802 a = climbingdown 0.041 0.775 0.926 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.902 0.917 0.910 d = lying 0.067 0.676 0.824 0.742 e = standing 0.033 0.758 0.595 0.667 f = sitting 0.000 1.000 0.983 0.992 g = running 0.011 0.926 0.813 0.866 h = walking ------------------------------------------------------- 0.026 0.843 0.837 0.836 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.021 0.775 0.647 0.705 a = climbingdown 0.026 0.836 0.829 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.947 0.843 0.892 d = lying 0.028 0.852 0.865 0.858 e = standing 0.047 0.757 0.841 0.797 f = sitting 0.001 0.992 1.000 0.996 g = running 0.037 0.807 0.883 0.843 h = walking ------------------------------------------------------- 0.024 0.859 0.856 0.856 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.005 0.933 0.659 0.772 a = climbingdown 0.030 0.821 0.863 0.842 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.875 0.882 0.878 d = lying 0.022 0.879 0.872 0.875 e = standing 0.041 0.762 0.762 0.762 f = sitting 0.000 1.000 0.992 0.996 g = running 0.040 0.804 0.930 0.862 h = walking ------------------------------------------------------- 0.023 0.867 0.863 0.862 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.014 0.831 0.635 0.720 a = climbingdown 0.039 0.770 0.829 0.798 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.027 0.845 0.858 0.852 d = lying 0.035 0.826 0.895 0.859 e = standing 0.029 0.819 0.754 0.785 f = sitting 0.001 0.992 0.992 0.992 g = running 0.044 0.766 0.820 0.792 h = walking ------------------------------------------------------- 0.027 0.839 0.838 0.836 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.827 0.729 0.775 a = climbingdown 0.030 0.817 0.838 0.827 b = climbingup 0.001 0.947 0.947 0.947 c = jumping 0.032 0.823 0.843 0.833 d = lying 0.026 0.864 0.910 0.886 e = standing 0.030 0.809 0.738 0.772 f = sitting 0.001 0.992 0.983 0.988 g = running 0.032 0.832 0.891 0.860 h = walking ------------------------------------------------------- 0.024 0.855 0.855 0.854 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.817 0.682 0.744 a = climbingdown 0.041 0.773 0.872 0.819 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.015 0.907 0.849 0.877 d = lying 0.035 0.821 0.865 0.842 e = standing 0.038 0.786 0.824 0.805 f = sitting 0.001 0.992 0.992 0.992 g = running 0.030 0.820 0.787 0.803 h = walking ------------------------------------------------------- 0.025 0.850 0.848 0.847 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.885 0.635 0.740 a = climbingdown 0.037 0.795 0.897 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.939 0.857 0.896 d = lying 0.031 0.844 0.895 0.869 e = standing 0.039 0.781 0.800 0.791 f = sitting 0.000 1.000 0.992 0.996 g = running 0.039 0.796 0.858 0.826 h = walking ------------------------------------------------------- 0.024 0.865 0.860 0.859 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.021 0.784 0.682 0.730 a = climbingdown 0.037 0.789 0.863 0.824 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.011 0.930 0.849 0.888 d = lying 0.025 0.872 0.925 0.898 e = standing 0.032 0.822 0.848 0.835 f = sitting 0.003 0.984 1.000 0.992 g = running 0.032 0.816 0.803 0.810 h = walking ------------------------------------------------------- 0.022 0.863 0.863 0.862 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.877 0.595 0.709 a = climbingdown 0.031 0.813 0.855 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.940 0.865 0.901 d = lying 0.042 0.789 0.848 0.818 e = standing 0.036 0.797 0.816 0.806 f = sitting 0.000 1.000 1.000 1.000 g = running 0.041 0.793 0.906 0.846 h = walking ------------------------------------------------------- 0.025 0.860 0.855 0.854 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.828 0.631 0.716 a = climbingdown 0.022 0.863 0.863 0.863 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.914 0.841 0.876 d = lying 0.039 0.810 0.902 0.853 e = standing 0.041 0.758 0.752 0.755 f = sitting 0.001 0.992 1.000 0.996 g = running 0.040 0.796 0.890 0.840 h = walking ------------------------------------------------------- 0.025 0.855 0.853 0.851 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.010 0.873 0.655 0.748 a = climbingdown 0.029 0.829 0.879 0.854 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.022 0.860 0.778 0.817 d = lying 0.039 0.810 0.902 0.853 e = standing 0.048 0.731 0.760 0.745 f = sitting 0.000 1.000 0.992 0.996 g = running 0.035 0.815 0.866 0.840 h = walking ------------------------------------------------------- 0.027 0.846 0.843 0.842 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.723 0.654 0.687 a = climbingdown 0.035 0.797 0.879 0.836 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.001 0.992 0.976 0.984 d = lying 0.056 0.745 0.902 0.816 e = standing 0.018 0.881 0.724 0.795 f = sitting 0.001 0.992 0.975 0.983 g = running 0.008 0.960 0.924 0.942 h = walking ------------------------------------------------------- 0.019 0.888 0.882 0.882 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.022 0.636 0.538 0.583 a = climbingdown 0.035 0.782 0.811 0.796 b = climbingup 0.000 1.000 0.765 0.867 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.034 0.823 0.870 0.846 e = standing 0.024 0.866 0.837 0.851 f = sitting 0.000 1.000 0.992 0.996 g = running 0.029 0.868 0.954 0.909 h = walking ------------------------------------------------------- 0.020 0.877 0.877 0.876 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.017 0.698 0.577 0.632 a = climbingdown 0.030 0.804 0.811 0.808 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.919 0.958 d = lying 0.048 0.778 0.911 0.839 e = standing 0.021 0.874 0.795 0.833 f = sitting 0.001 0.992 1.000 0.996 g = running 0.018 0.914 0.969 0.941 h = walking ------------------------------------------------------- 0.019 0.885 0.883 0.882 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.685 0.712 0.698 a = climbingdown 0.028 0.817 0.802 0.810 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.043 0.791 0.894 0.840 e = standing 0.019 0.880 0.779 0.826 f = sitting 0.001 0.992 0.975 0.983 g = running 0.008 0.962 0.977 0.970 h = walking ------------------------------------------------------- 0.017 0.894 0.892 0.892 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.023 0.660 0.635 0.647 a = climbingdown 0.029 0.810 0.802 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.943 0.971 d = lying 0.039 0.805 0.877 0.839 e = standing 0.025 0.861 0.861 0.861 f = sitting 0.000 1.000 0.983 0.992 g = running 0.017 0.917 0.924 0.920 h = walking ------------------------------------------------------- 0.018 0.887 0.885 0.886 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.733 0.647 0.688 a = climbingdown 0.039 0.771 0.858 0.813 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.046 0.780 0.902 0.837 e = standing 0.018 0.890 0.795 0.840 f = sitting 0.001 0.992 0.975 0.983 g = running 0.009 0.953 0.939 0.946 h = walking ------------------------------------------------------- 0.018 0.893 0.888 0.888 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.016 0.721 0.608 0.660 a = climbingdown 0.036 0.777 0.821 0.798 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.054 0.739 0.836 0.785 e = standing 0.028 0.832 0.770 0.800 f = sitting 0.000 1.000 0.967 0.983 g = running 0.015 0.926 0.962 0.943 h = walking ------------------------------------------------------- 0.021 0.874 0.871 0.871 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.015 0.780 0.765 0.772 a = climbingdown 0.022 0.858 0.858 0.858 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.031 0.832 0.852 0.842 e = standing 0.024 0.870 0.877 0.873 f = sitting 0.000 1.000 0.975 0.987 g = running 0.011 0.947 0.969 0.958 h = walking ------------------------------------------------------- 0.014 0.911 0.910 0.910 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.750 0.765 0.757 a = climbingdown 0.025 0.837 0.821 0.829 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.048 0.785 0.959 0.863 e = standing 0.009 0.939 0.762 0.842 f = sitting 0.001 0.992 0.983 0.987 g = running 0.015 0.926 0.962 0.943 h = walking ------------------------------------------------------- 0.016 0.906 0.900 0.900 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.756 0.667 0.708 a = climbingdown 0.029 0.828 0.906 0.865 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.034 0.824 0.885 0.854 e = standing 0.022 0.877 0.877 0.877 f = sitting 0.000 1.000 0.975 0.987 g = running 0.008 0.960 0.931 0.945 h = walking ------------------------------------------------------- 0.015 0.908 0.906 0.907 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.018 0.857 0.848 0.853 a = climbingdown 0.013 0.899 0.788 0.840 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.037 0.782 0.752 0.767 d = lying 0.046 0.744 0.805 0.773 e = standing 0.059 0.651 0.651 0.651 f = sitting 0.005 0.969 0.939 0.954 g = running 0.035 0.818 0.907 0.860 h = walking ------------------------------------------------------- 0.030 0.820 0.817 0.817 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.844 0.768 0.804 a = climbingdown 0.026 0.813 0.770 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.038 0.793 0.829 0.811 d = lying 0.035 0.794 0.813 0.803 e = standing 0.042 0.744 0.714 0.729 f = sitting 0.014 0.922 0.894 0.908 g = running 0.038 0.806 0.899 0.850 h = walking ------------------------------------------------------- 0.030 0.820 0.819 0.819 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.016 0.882 0.909 0.896 a = climbingdown 0.012 0.908 0.788 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.043 0.763 0.798 0.780 d = lying 0.040 0.766 0.797 0.781 e = standing 0.043 0.726 0.675 0.700 f = sitting 0.003 0.984 0.955 0.969 g = running 0.035 0.818 0.907 0.860 h = walking ------------------------------------------------------- 0.027 0.837 0.835 0.835 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.016 0.878 0.869 0.873 a = climbingdown 0.017 0.879 0.832 0.855 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.050 0.726 0.760 0.742 d = lying 0.032 0.798 0.779 0.788 e = standing 0.061 0.648 0.659 0.654 f = sitting 0.005 0.968 0.931 0.949 g = running 0.023 0.875 0.922 0.898 h = walking ------------------------------------------------------- 0.029 0.826 0.824 0.825 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.013 0.889 0.808 0.847 a = climbingdown 0.017 0.876 0.814 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.033 0.821 0.853 0.837 d = lying 0.054 0.720 0.844 0.777 e = standing 0.038 0.743 0.643 0.689 f = sitting 0.005 0.967 0.908 0.937 g = running 0.037 0.814 0.915 0.861 h = walking ------------------------------------------------------- 0.028 0.835 0.831 0.831 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.921 0.828 0.872 a = climbingdown 0.025 0.827 0.805 0.816 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.039 0.775 0.775 0.775 d = lying 0.047 0.750 0.861 0.802 e = standing 0.043 0.724 0.667 0.694 f = sitting 0.004 0.976 0.924 0.949 g = running 0.034 0.823 0.899 0.859 h = walking ------------------------------------------------------- 0.029 0.830 0.827 0.827 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.010 0.917 0.889 0.903 a = climbingdown 0.020 0.862 0.832 0.847 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.774 0.798 0.786 d = lying 0.047 0.727 0.762 0.744 e = standing 0.054 0.655 0.608 0.631 f = sitting 0.014 0.923 0.916 0.920 g = running 0.026 0.860 0.907 0.883 h = walking ------------------------------------------------------- 0.030 0.818 0.818 0.818 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.758 0.806 a = climbingdown 0.029 0.809 0.823 0.816 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.042 0.774 0.828 0.800 d = lying 0.042 0.769 0.844 0.805 e = standing 0.045 0.708 0.640 0.672 f = sitting 0.004 0.976 0.916 0.945 g = running 0.029 0.849 0.915 0.881 h = walking ------------------------------------------------------- 0.029 0.824 0.823 0.822 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.876 0.929 0.902 a = climbingdown 0.013 0.895 0.752 0.817 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.767 0.797 0.782 d = lying 0.045 0.742 0.779 0.760 e = standing 0.053 0.678 0.656 0.667 f = sitting 0.005 0.969 0.954 0.962 g = running 0.026 0.859 0.906 0.882 h = walking ------------------------------------------------------- 0.029 0.829 0.827 0.827 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.020 0.845 0.837 0.841 a = climbingdown 0.019 0.872 0.841 0.856 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.045 0.754 0.789 0.771 d = lying 0.042 0.760 0.803 0.781 e = standing 0.046 0.696 0.624 0.658 f = sitting 0.005 0.969 0.947 0.958 g = running 0.026 0.860 0.914 0.886 h = walking ------------------------------------------------------- 0.029 0.825 0.826 0.825 Weighted Avg. >> upperarm >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.004 0.962 0.768 0.854 a = climbingdown 0.033 0.822 0.867 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.967 0.967 d = lying 0.043 0.632 0.437 0.516 e = standing 0.101 0.580 0.797 0.671 f = sitting 0.000 1.000 0.983 0.992 g = running 0.032 0.817 0.856 0.836 h = walking ------------------------------------------------------- 0.032 0.822 0.814 0.811 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.014 0.869 0.737 0.798 a = climbingdown 0.042 0.772 0.820 0.795 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.915 0.959 0.937 d = lying 0.023 0.823 0.627 0.712 e = standing 0.058 0.719 0.859 0.783 f = sitting 0.000 1.000 0.992 0.996 g = running 0.038 0.788 0.832 0.809 h = walking ------------------------------------------------------- 0.027 0.841 0.837 0.835 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.798 0.859 a = climbingdown 0.027 0.835 0.789 0.811 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.009 0.945 0.984 0.964 d = lying 0.027 0.785 0.579 0.667 e = standing 0.071 0.669 0.820 0.737 f = sitting 0.001 0.992 1.000 0.996 g = running 0.047 0.759 0.880 0.815 h = walking ------------------------------------------------------- 0.028 0.843 0.837 0.835 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.912 0.737 0.816 a = climbingdown 0.039 0.782 0.819 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.943 0.951 0.947 d = lying 0.023 0.761 0.429 0.548 e = standing 0.106 0.578 0.836 0.684 f = sitting 0.000 1.000 0.983 0.992 g = running 0.039 0.788 0.864 0.824 h = walking ------------------------------------------------------- 0.033 0.821 0.806 0.802 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.008 0.918 0.677 0.779 a = climbingdown 0.029 0.837 0.850 0.844 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.925 0.910 0.917 d = lying 0.027 0.714 0.397 0.510 e = standing 0.115 0.567 0.859 0.683 f = sitting 0.000 1.000 0.992 0.996 g = running 0.039 0.796 0.904 0.846 h = walking ------------------------------------------------------- 0.034 0.820 0.804 0.798 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.016 0.871 0.818 0.844 a = climbingdown 0.042 0.765 0.795 0.780 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.909 0.902 0.905 d = lying 0.033 0.692 0.429 0.529 e = standing 0.095 0.605 0.836 0.702 f = sitting 0.000 1.000 1.000 1.000 g = running 0.031 0.817 0.824 0.821 h = walking ------------------------------------------------------- 0.034 0.807 0.801 0.797 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.903 0.657 0.760 a = climbingdown 0.041 0.781 0.843 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.919 0.934 0.927 d = lying 0.012 0.850 0.405 0.548 e = standing 0.112 0.586 0.906 0.712 f = sitting 0.000 1.000 1.000 1.000 g = running 0.043 0.765 0.832 0.797 h = walking ------------------------------------------------------- 0.034 0.827 0.803 0.796 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.012 0.892 0.747 0.813 a = climbingdown 0.027 0.817 0.701 0.754 b = climbingup 0.000 1.000 0.929 0.963 c = jumping 0.007 0.959 0.967 0.963 d = lying 0.027 0.775 0.548 0.642 e = standing 0.094 0.612 0.852 0.712 f = sitting 0.001 0.992 0.992 0.992 g = running 0.044 0.781 0.912 0.841 h = walking ------------------------------------------------------- 0.031 0.831 0.819 0.817 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.912 0.745 0.820 a = climbingdown 0.031 0.815 0.795 0.805 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.903 0.918 0.911 d = lying 0.030 0.766 0.576 0.658 e = standing 0.074 0.662 0.828 0.736 f = sitting 0.000 1.000 1.000 1.000 g = running 0.042 0.783 0.896 0.836 h = walking ------------------------------------------------------- 0.030 0.833 0.826 0.825 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.796 0.857 a = climbingdown 0.032 0.815 0.795 0.805 b = climbingup 0.000 1.000 0.929 0.963 c = jumping 0.015 0.914 0.959 0.936 d = lying 0.036 0.726 0.552 0.627 e = standing 0.077 0.646 0.797 0.713 f = sitting 0.001 0.992 1.000 0.996 g = running 0.033 0.822 0.895 0.857 h = walking ------------------------------------------------------- 0.029 0.832 0.828 0.827 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.025 0.832 0.918 0.873 a = climbingdown 0.034 0.730 0.670 0.699 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.023 0.880 0.967 0.921 e = standing 0.006 0.964 0.883 0.922 f = sitting 0.001 0.992 1.000 0.996 g = running 0.042 0.754 0.742 0.748 h = walking ------------------------------------------------------- 0.018 0.887 0.887 0.886 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.024 0.828 0.854 0.841 a = climbingdown 0.034 0.755 0.763 0.759 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.983 0.988 d = lying 0.026 0.864 0.942 0.901 e = standing 0.012 0.929 0.867 0.897 f = sitting 0.000 1.000 1.000 1.000 g = running 0.020 0.877 0.833 0.855 h = walking ------------------------------------------------------- 0.016 0.900 0.899 0.899 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.899 0.833 0.865 a = climbingdown 0.031 0.756 0.701 0.727 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.992 0.992 d = lying 0.025 0.873 0.967 0.918 e = standing 0.006 0.963 0.875 0.917 f = sitting 0.001 0.992 0.983 0.987 g = running 0.045 0.767 0.850 0.806 h = walking ------------------------------------------------------- 0.017 0.897 0.895 0.895 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.017 0.870 0.833 0.851 a = climbingdown 0.029 0.769 0.722 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.025 0.868 0.933 0.900 e = standing 0.010 0.938 0.883 0.910 f = sitting 0.000 1.000 1.000 1.000 g = running 0.038 0.800 0.867 0.832 h = walking ------------------------------------------------------- 0.016 0.899 0.898 0.897 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.025 0.829 0.906 0.866 a = climbingdown 0.032 0.768 0.784 0.776 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 1.000 1.000 d = lying 0.030 0.848 0.975 0.907 e = standing 0.004 0.972 0.867 0.916 f = sitting 0.001 0.992 0.983 0.987 g = running 0.019 0.876 0.767 0.818 h = walking ------------------------------------------------------- 0.015 0.906 0.902 0.902 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.018 0.866 0.875 0.870 a = climbingdown 0.027 0.791 0.742 0.766 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.992 0.996 d = lying 0.043 0.792 0.950 0.864 e = standing 0.007 0.950 0.792 0.864 f = sitting 0.000 1.000 1.000 1.000 g = running 0.038 0.787 0.800 0.793 h = walking ------------------------------------------------------- 0.018 0.889 0.885 0.885 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.028 0.815 0.917 0.863 a = climbingdown 0.027 0.771 0.660 0.711 b = climbingup 0.003 0.895 1.000 0.944 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.028 0.857 0.950 0.901 e = standing 0.009 0.944 0.842 0.890 f = sitting 0.000 1.000 0.983 0.992 g = running 0.038 0.790 0.817 0.803 h = walking ------------------------------------------------------- 0.018 0.888 0.886 0.885 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.860 0.896 0.878 a = climbingdown 0.027 0.782 0.701 0.739 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.000 1.000 1.000 1.000 d = lying 0.016 0.912 0.950 0.931 e = standing 0.006 0.966 0.942 0.954 f = sitting 0.000 1.000 0.975 0.987 g = running 0.038 0.794 0.833 0.813 h = walking ------------------------------------------------------- 0.014 0.907 0.907 0.907 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.021 0.847 0.865 0.856 a = climbingdown 0.035 0.742 0.742 0.742 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.028 0.857 0.950 0.901 e = standing 0.010 0.936 0.850 0.891 f = sitting 0.001 0.992 1.000 0.996 g = running 0.025 0.855 0.840 0.847 h = walking ------------------------------------------------------- 0.016 0.897 0.896 0.896 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.011 0.918 0.938 0.928 a = climbingdown 0.034 0.750 0.742 0.746 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.992 0.996 d = lying 0.017 0.907 0.975 0.940 e = standing 0.004 0.973 0.916 0.944 f = sitting 0.000 1.000 1.000 1.000 g = running 0.029 0.829 0.815 0.822 h = walking ------------------------------------------------------- 0.013 0.917 0.917 0.917 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.001 0.989 0.917 0.951 a = climbingdown 0.022 0.841 0.783 0.811 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.055 0.738 0.967 0.837 e = standing 0.008 0.950 0.927 0.938 f = sitting 0.000 1.000 0.784 0.879 g = running 0.039 0.805 0.902 0.851 h = walking ------------------------------------------------------- 0.018 0.905 0.892 0.893 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.885 0.919 a = climbingdown 0.030 0.781 0.713 0.745 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.976 0.984 d = lying 0.058 0.730 0.975 0.835 e = standing 0.001 0.991 0.894 0.940 f = sitting 0.001 0.992 0.811 0.892 g = running 0.046 0.773 0.872 0.820 h = walking ------------------------------------------------------- 0.020 0.891 0.877 0.879 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.802 0.860 a = climbingdown 0.039 0.760 0.826 0.792 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.959 0.975 d = lying 0.053 0.737 0.926 0.821 e = standing 0.016 0.903 0.911 0.907 f = sitting 0.000 1.000 0.777 0.875 g = running 0.027 0.858 0.910 0.883 h = walking ------------------------------------------------------- 0.020 0.888 0.876 0.877 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.001 0.988 0.865 0.922 a = climbingdown 0.031 0.803 0.852 0.827 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.976 0.988 d = lying 0.034 0.814 0.942 0.874 e = standing 0.012 0.927 0.927 0.927 f = sitting 0.003 0.985 0.872 0.925 g = running 0.028 0.849 0.887 0.868 h = walking ------------------------------------------------------- 0.015 0.912 0.905 0.907 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.003 0.976 0.844 0.905 a = climbingdown 0.035 0.779 0.826 0.802 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.040 0.790 0.934 0.856 e = standing 0.012 0.929 0.967 0.948 f = sitting 0.003 0.983 0.797 0.881 g = running 0.032 0.831 0.887 0.858 h = walking ------------------------------------------------------- 0.017 0.901 0.893 0.894 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.005 0.956 0.906 0.930 a = climbingdown 0.029 0.794 0.746 0.769 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.052 0.747 0.950 0.836 e = standing 0.012 0.926 0.926 0.926 f = sitting 0.001 0.991 0.757 0.858 g = running 0.044 0.783 0.895 0.835 h = walking ------------------------------------------------------- 0.020 0.889 0.877 0.877 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.812 0.881 a = climbingdown 0.037 0.772 0.833 0.802 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.000 1.000 0.992 0.996 d = lying 0.057 0.719 0.909 0.803 e = standing 0.015 0.910 0.910 0.910 f = sitting 0.000 1.000 0.789 0.882 g = running 0.028 0.849 0.894 0.871 h = walking ------------------------------------------------------- 0.019 0.892 0.879 0.881 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.001 0.988 0.854 0.916 a = climbingdown 0.040 0.739 0.746 0.742 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.047 0.770 0.967 0.857 e = standing 0.001 0.991 0.926 0.958 f = sitting 0.000 1.000 0.844 0.915 g = running 0.045 0.777 0.871 0.821 h = walking ------------------------------------------------------- 0.019 0.898 0.885 0.888 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.863 0.906 a = climbingdown 0.032 0.793 0.807 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.052 0.750 0.967 0.845 e = standing 0.012 0.923 0.885 0.904 f = sitting 0.000 1.000 0.803 0.891 g = running 0.032 0.829 0.879 0.853 h = walking ------------------------------------------------------- 0.019 0.895 0.884 0.885 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.006 0.935 0.758 0.837 a = climbingdown 0.041 0.750 0.816 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.988 d = lying 0.051 0.750 0.942 0.835 e = standing 0.011 0.935 0.951 0.943 f = sitting 0.001 0.991 0.776 0.870 g = running 0.035 0.817 0.879 0.847 h = walking ------------------------------------------------------- 0.020 0.887 0.875 0.876 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.854 0.677 0.755 a = climbingdown 0.064 0.722 0.909 0.805 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.015 0.902 0.902 0.902 d = lying 0.062 0.596 0.686 0.638 e = standing 0.042 0.641 0.532 0.581 f = sitting 0.068 0.735 0.735 0.735 g = running 0.014 0.892 0.818 0.853 h = walking ------------------------------------------------------- 0.042 0.765 0.760 0.758 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.038 0.756 0.785 0.770 a = climbingdown 0.056 0.737 0.857 0.793 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.922 0.811 0.863 d = lying 0.056 0.585 0.590 0.587 e = standing 0.045 0.664 0.621 0.642 f = sitting 0.081 0.697 0.721 0.708 g = running 0.019 0.841 0.744 0.789 h = walking ------------------------------------------------------- 0.046 0.745 0.741 0.742 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.020 0.851 0.746 0.795 a = climbingdown 0.049 0.772 0.903 0.832 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.006 0.960 0.917 0.938 d = lying 0.050 0.648 0.692 0.669 e = standing 0.034 0.730 0.659 0.692 f = sitting 0.069 0.734 0.745 0.740 g = running 0.017 0.874 0.860 0.867 h = walking ------------------------------------------------------- 0.037 0.796 0.792 0.792 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.032 0.783 0.777 0.780 a = climbingdown 0.059 0.724 0.851 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.930 0.909 0.920 d = lying 0.064 0.566 0.624 0.593 e = standing 0.046 0.643 0.585 0.613 f = sitting 0.062 0.747 0.711 0.729 g = running 0.009 0.925 0.818 0.868 h = walking ------------------------------------------------------- 0.042 0.764 0.759 0.760 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.873 0.792 0.831 a = climbingdown 0.040 0.803 0.903 0.850 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.966 0.855 0.907 d = lying 0.056 0.632 0.718 0.672 e = standing 0.036 0.723 0.659 0.689 f = sitting 0.076 0.717 0.745 0.731 g = running 0.014 0.897 0.860 0.878 h = walking ------------------------------------------------------- 0.037 0.800 0.794 0.795 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.027 0.810 0.754 0.781 a = climbingdown 0.045 0.779 0.870 0.822 b = climbingup 0.001 0.938 1.000 0.968 c = jumping 0.013 0.912 0.870 0.891 d = lying 0.055 0.603 0.624 0.613 e = standing 0.060 0.587 0.602 0.594 f = sitting 0.066 0.735 0.706 0.720 g = running 0.017 0.873 0.851 0.862 h = walking ------------------------------------------------------- 0.042 0.761 0.759 0.759 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.021 0.839 0.723 0.777 a = climbingdown 0.049 0.771 0.896 0.829 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.951 0.885 0.917 d = lying 0.064 0.579 0.658 0.616 e = standing 0.045 0.669 0.642 0.656 f = sitting 0.082 0.684 0.691 0.688 g = running 0.013 0.900 0.818 0.857 h = walking ------------------------------------------------------- 0.043 0.770 0.763 0.764 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.017 0.871 0.777 0.821 a = climbingdown 0.050 0.769 0.909 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.964 0.817 0.884 d = lying 0.054 0.636 0.701 0.667 e = standing 0.057 0.615 0.650 0.632 f = sitting 0.061 0.758 0.735 0.746 g = running 0.013 0.903 0.850 0.876 h = walking ------------------------------------------------------- 0.038 0.791 0.782 0.784 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.024 0.828 0.777 0.802 a = climbingdown 0.039 0.799 0.851 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.932 0.939 0.935 d = lying 0.058 0.608 0.675 0.640 e = standing 0.033 0.718 0.602 0.655 f = sitting 0.070 0.742 0.775 0.758 g = running 0.011 0.913 0.875 0.894 h = walking ------------------------------------------------------- 0.037 0.793 0.791 0.791 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.034 0.772 0.754 0.763 a = climbingdown 0.050 0.747 0.810 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.928 0.885 0.906 d = lying 0.045 0.636 0.581 0.607 e = standing 0.053 0.654 0.707 0.680 f = sitting 0.076 0.707 0.711 0.709 g = running 0.021 0.843 0.808 0.826 h = walking ------------------------------------------------------- 0.043 0.757 0.755 0.755 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.006 0.934 0.717 0.811 a = climbingdown 0.047 0.720 0.866 0.786 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.062 0.685 0.876 0.769 d = lying 0.112 0.486 0.769 0.596 e = standing 0.036 0.659 0.453 0.537 f = sitting 0.026 0.872 0.596 0.708 g = running 0.031 0.814 0.838 0.826 h = walking ------------------------------------------------------- 0.043 0.754 0.723 0.722 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.008 0.911 0.735 0.814 a = climbingdown 0.037 0.777 0.908 0.837 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.066 0.675 0.884 0.765 d = lying 0.102 0.517 0.786 0.624 e = standing 0.031 0.687 0.445 0.540 f = sitting 0.027 0.876 0.647 0.744 g = running 0.029 0.825 0.831 0.828 h = walking ------------------------------------------------------- 0.041 0.766 0.741 0.740 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.006 0.932 0.704 0.802 a = climbingdown 0.058 0.690 0.924 0.790 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.069 0.650 0.822 0.726 d = lying 0.086 0.532 0.709 0.608 e = standing 0.037 0.627 0.406 0.493 f = sitting 0.046 0.808 0.656 0.724 g = running 0.027 0.835 0.816 0.825 h = walking ------------------------------------------------------- 0.047 0.734 0.718 0.715 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.918 0.796 0.852 a = climbingdown 0.053 0.696 0.873 0.774 b = climbingup 0.000 1.000 0.824 0.903 c = jumping 0.056 0.712 0.899 0.795 d = lying 0.094 0.538 0.786 0.639 e = standing 0.034 0.667 0.438 0.528 f = sitting 0.031 0.861 0.651 0.742 g = running 0.025 0.840 0.809 0.824 h = walking ------------------------------------------------------- 0.041 0.761 0.740 0.738 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.663 0.739 a = climbingdown 0.052 0.701 0.873 0.777 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.060 0.679 0.828 0.746 d = lying 0.108 0.500 0.778 0.609 e = standing 0.040 0.621 0.425 0.505 f = sitting 0.027 0.873 0.628 0.731 g = running 0.035 0.788 0.794 0.791 h = walking ------------------------------------------------------- 0.046 0.733 0.708 0.707 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.005 0.943 0.673 0.786 a = climbingdown 0.050 0.710 0.873 0.783 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.051 0.712 0.812 0.759 d = lying 0.096 0.529 0.778 0.630 e = standing 0.050 0.604 0.504 0.549 f = sitting 0.034 0.846 0.628 0.721 g = running 0.032 0.817 0.853 0.835 h = walking ------------------------------------------------------- 0.044 0.748 0.726 0.726 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.704 0.812 a = climbingdown 0.056 0.697 0.915 0.791 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.069 0.657 0.852 0.741 d = lying 0.108 0.494 0.767 0.601 e = standing 0.036 0.630 0.402 0.490 f = sitting 0.022 0.895 0.628 0.739 g = running 0.024 0.853 0.853 0.853 h = walking ------------------------------------------------------- 0.043 0.758 0.724 0.723 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.904 0.673 0.772 a = climbingdown 0.055 0.693 0.881 0.776 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.052 0.721 0.867 0.787 d = lying 0.112 0.481 0.750 0.586 e = standing 0.025 0.724 0.433 0.542 f = sitting 0.032 0.851 0.628 0.723 g = running 0.038 0.786 0.844 0.814 h = walking ------------------------------------------------------- 0.044 0.751 0.722 0.720 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.880 0.745 0.807 a = climbingdown 0.056 0.691 0.890 0.778 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.053 0.709 0.836 0.767 d = lying 0.108 0.492 0.759 0.597 e = standing 0.034 0.717 0.559 0.628 f = sitting 0.034 0.836 0.583 0.686 g = running 0.024 0.839 0.770 0.803 h = walking ------------------------------------------------------- 0.044 0.751 0.723 0.724 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.010 0.885 0.704 0.784 a = climbingdown 0.048 0.716 0.856 0.780 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.066 0.650 0.797 0.716 d = lying 0.104 0.508 0.776 0.614 e = standing 0.041 0.622 0.441 0.516 f = sitting 0.031 0.853 0.610 0.711 g = running 0.034 0.801 0.837 0.819 h = walking ------------------------------------------------------- 0.046 0.735 0.711 0.710 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.025 0.774 0.677 0.722 a = climbingdown 0.036 0.722 0.693 0.707 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.006 0.968 0.960 0.964 d = lying 0.058 0.710 0.831 0.766 e = standing 0.039 0.761 0.690 0.724 f = sitting 0.001 0.992 0.931 0.960 g = running 0.035 0.820 0.927 0.870 h = walking ------------------------------------------------------- 0.028 0.829 0.826 0.825 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.029 0.761 0.729 0.745 a = climbingdown 0.044 0.694 0.743 0.718 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.003 0.984 0.976 0.980 d = lying 0.054 0.736 0.879 0.801 e = standing 0.025 0.832 0.695 0.757 f = sitting 0.001 0.992 0.923 0.956 g = running 0.035 0.805 0.837 0.821 h = walking ------------------------------------------------------- 0.026 0.840 0.834 0.835 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.016 0.848 0.698 0.766 a = climbingdown 0.044 0.692 0.733 0.712 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.004 0.976 0.992 0.984 d = lying 0.060 0.703 0.823 0.758 e = standing 0.036 0.770 0.680 0.722 f = sitting 0.000 1.000 0.938 0.968 g = running 0.037 0.797 0.862 0.828 h = walking ------------------------------------------------------- 0.028 0.833 0.828 0.828 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.795 0.688 0.737 a = climbingdown 0.054 0.643 0.713 0.676 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.952 0.960 d = lying 0.060 0.711 0.855 0.777 e = standing 0.032 0.787 0.664 0.720 f = sitting 0.000 1.000 0.931 0.964 g = running 0.043 0.763 0.813 0.787 h = walking ------------------------------------------------------- 0.030 0.820 0.813 0.813 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.034 0.709 0.635 0.670 a = climbingdown 0.038 0.682 0.600 0.638 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.953 0.976 0.964 d = lying 0.033 0.817 0.863 0.839 e = standing 0.029 0.831 0.805 0.817 f = sitting 0.000 1.000 0.954 0.976 g = running 0.056 0.724 0.854 0.784 h = walking ------------------------------------------------------- 0.027 0.829 0.829 0.827 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.020 0.800 0.625 0.702 a = climbingdown 0.053 0.655 0.740 0.695 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.004 0.976 0.992 0.984 d = lying 0.047 0.762 0.879 0.816 e = standing 0.027 0.832 0.734 0.780 f = sitting 0.001 0.992 0.938 0.964 g = running 0.043 0.767 0.829 0.797 h = walking ------------------------------------------------------- 0.027 0.837 0.831 0.831 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.032 0.707 0.611 0.655 a = climbingdown 0.055 0.647 0.750 0.694 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.004 0.976 0.992 0.984 d = lying 0.049 0.757 0.886 0.816 e = standing 0.025 0.838 0.727 0.778 f = sitting 0.004 0.976 0.930 0.952 g = running 0.027 0.844 0.837 0.841 h = walking ------------------------------------------------------- 0.026 0.834 0.830 0.830 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.028 0.759 0.695 0.725 a = climbingdown 0.034 0.695 0.570 0.626 b = climbingup 0.000 1.000 0.812 0.897 c = jumping 0.004 0.976 0.960 0.968 d = lying 0.049 0.757 0.886 0.816 e = standing 0.023 0.855 0.734 0.790 f = sitting 0.007 0.961 0.961 0.961 g = running 0.050 0.762 0.935 0.839 h = walking ------------------------------------------------------- 0.027 0.834 0.832 0.829 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.022 0.792 0.642 0.709 a = climbingdown 0.046 0.673 0.700 0.686 b = climbingup 0.000 1.000 0.875 0.933 c = jumping 0.008 0.953 0.968 0.960 d = lying 0.039 0.793 0.870 0.829 e = standing 0.030 0.826 0.781 0.803 f = sitting 0.003 0.984 0.946 0.964 g = running 0.038 0.801 0.893 0.845 h = walking ------------------------------------------------------- 0.025 0.842 0.840 0.839 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.019 0.825 0.695 0.754 a = climbingdown 0.034 0.745 0.730 0.737 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.006 0.968 0.976 0.972 d = lying 0.048 0.757 0.862 0.806 e = standing 0.028 0.828 0.750 0.787 f = sitting 0.003 0.984 0.946 0.964 g = running 0.042 0.784 0.893 0.835 h = walking ------------------------------------------------------- 0.025 0.849 0.846 0.845 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.893 0.844 0.868 a = climbingdown 0.022 0.868 0.933 0.900 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.007 0.960 0.953 0.957 d = lying 0.054 0.696 0.729 0.712 e = standing 0.051 0.711 0.756 0.733 f = sitting 0.001 0.992 0.903 0.945 g = running 0.006 0.958 0.942 0.950 h = walking ------------------------------------------------------- 0.022 0.872 0.867 0.869 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.868 0.852 0.860 a = climbingdown 0.026 0.844 0.900 0.871 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.007 0.960 0.953 0.957 d = lying 0.071 0.654 0.791 0.716 e = standing 0.038 0.743 0.661 0.700 f = sitting 0.000 1.000 0.924 0.960 g = running 0.004 0.973 0.909 0.940 h = walking ------------------------------------------------------- 0.023 0.866 0.859 0.861 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.006 0.947 0.824 0.881 a = climbingdown 0.023 0.857 0.900 0.878 b = climbingup 0.002 0.895 0.944 0.919 c = jumping 0.007 0.961 0.961 0.961 d = lying 0.067 0.643 0.713 0.676 e = standing 0.056 0.667 0.677 0.672 f = sitting 0.003 0.985 0.896 0.938 g = running 0.016 0.904 0.934 0.919 h = walking ------------------------------------------------------- 0.025 0.852 0.846 0.848 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.885 0.852 0.868 a = climbingdown 0.030 0.830 0.933 0.878 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.008 0.953 0.953 0.953 d = lying 0.064 0.690 0.845 0.760 e = standing 0.027 0.816 0.732 0.772 f = sitting 0.003 0.984 0.868 0.923 g = running 0.005 0.965 0.901 0.932 h = walking ------------------------------------------------------- 0.021 0.878 0.869 0.871 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.022 0.847 0.870 0.858 a = climbingdown 0.023 0.858 0.908 0.883 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.008 0.952 0.937 0.944 d = lying 0.060 0.664 0.705 0.684 e = standing 0.058 0.669 0.706 0.687 f = sitting 0.001 0.992 0.902 0.945 g = running 0.010 0.928 0.858 0.892 h = walking ------------------------------------------------------- 0.025 0.849 0.843 0.845 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.022 0.850 0.889 0.869 a = climbingdown 0.021 0.869 0.883 0.876 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.960 0.937 0.948 d = lying 0.058 0.699 0.791 0.742 e = standing 0.051 0.688 0.683 0.685 f = sitting 0.000 1.000 0.923 0.960 g = running 0.006 0.955 0.883 0.918 h = walking ------------------------------------------------------- 0.023 0.864 0.858 0.860 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.017 0.880 0.880 0.880 a = climbingdown 0.023 0.857 0.900 0.878 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.007 0.960 0.937 0.948 d = lying 0.066 0.655 0.736 0.693 e = standing 0.051 0.688 0.683 0.685 f = sitting 0.005 0.970 0.916 0.942 g = running 0.010 0.928 0.858 0.892 h = walking ------------------------------------------------------- 0.025 0.852 0.846 0.848 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.015 0.887 0.870 0.879 a = climbingdown 0.018 0.891 0.950 0.919 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.916 0.952 0.934 d = lying 0.058 0.674 0.705 0.689 e = standing 0.062 0.657 0.714 0.684 f = sitting 0.000 1.000 0.846 0.917 g = running 0.004 0.974 0.925 0.949 h = walking ------------------------------------------------------- 0.024 0.860 0.853 0.855 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.020 0.858 0.898 0.878 a = climbingdown 0.014 0.909 0.917 0.913 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.007 0.959 0.929 0.944 d = lying 0.066 0.660 0.752 0.703 e = standing 0.045 0.719 0.690 0.704 f = sitting 0.001 0.993 0.937 0.964 g = running 0.007 0.956 0.900 0.927 h = walking ------------------------------------------------------- 0.022 0.867 0.862 0.864 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.905 0.880 0.892 a = climbingdown 0.021 0.873 0.924 0.898 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.005 0.968 0.968 0.968 d = lying 0.059 0.679 0.736 0.706 e = standing 0.046 0.718 0.706 0.712 f = sitting 0.001 0.993 0.930 0.960 g = running 0.008 0.949 0.925 0.937 h = walking ------------------------------------------------------- 0.021 0.872 0.868 0.870 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.880 0.859 0.869 a = climbingdown 0.063 0.803 0.828 0.816 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.030 0.745 0.593 0.661 d = lying 0.065 0.673 0.881 0.763 e = standing 0.058 0.593 0.547 0.569 f = sitting 0.000 1.000 0.983 0.992 g = running 0.010 0.934 0.883 0.908 h = walking ------------------------------------------------------- 0.038 0.803 0.800 0.798 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.003 0.962 0.882 0.920 a = climbingdown 0.063 0.796 0.793 0.795 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.042 0.650 0.528 0.583 d = lying 0.056 0.685 0.800 0.738 e = standing 0.064 0.619 0.677 0.647 f = sitting 0.001 0.992 0.992 0.992 g = running 0.008 0.944 0.930 0.937 h = walking ------------------------------------------------------- 0.038 0.802 0.800 0.799 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.857 0.776 0.815 a = climbingdown 0.074 0.770 0.797 0.784 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.042 0.711 0.699 0.705 d = lying 0.059 0.686 0.856 0.762 e = standing 0.051 0.618 0.535 0.574 f = sitting 0.001 0.992 0.983 0.987 g = running 0.010 0.932 0.859 0.894 h = walking ------------------------------------------------------- 0.040 0.793 0.790 0.789 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.005 0.938 0.706 0.805 a = climbingdown 0.079 0.762 0.806 0.784 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.031 0.748 0.626 0.681 d = lying 0.065 0.642 0.776 0.703 e = standing 0.067 0.583 0.606 0.595 f = sitting 0.001 0.992 0.975 0.983 g = running 0.012 0.921 0.914 0.918 h = walking ------------------------------------------------------- 0.042 0.791 0.783 0.784 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.006 0.930 0.776 0.846 a = climbingdown 0.077 0.762 0.792 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.024 0.794 0.626 0.700 d = lying 0.080 0.609 0.824 0.701 e = standing 0.061 0.583 0.551 0.567 f = sitting 0.000 1.000 0.983 0.992 g = running 0.012 0.919 0.891 0.905 h = walking ------------------------------------------------------- 0.042 0.793 0.783 0.784 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.002 0.969 0.729 0.832 a = climbingdown 0.073 0.772 0.792 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.021 0.819 0.631 0.713 d = lying 0.047 0.727 0.832 0.776 e = standing 0.069 0.632 0.772 0.695 f = sitting 0.000 1.000 1.000 1.000 g = running 0.015 0.904 0.883 0.893 h = walking ------------------------------------------------------- 0.038 0.822 0.811 0.812 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.003 0.955 0.753 0.842 a = climbingdown 0.074 0.775 0.823 0.798 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.036 0.694 0.557 0.618 d = lying 0.071 0.640 0.840 0.727 e = standing 0.068 0.525 0.488 0.506 f = sitting 0.000 1.000 1.000 1.000 g = running 0.015 0.905 0.891 0.898 h = walking ------------------------------------------------------- 0.043 0.780 0.775 0.773 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.002 0.973 0.847 0.906 a = climbingdown 0.061 0.804 0.796 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.034 0.743 0.664 0.701 d = lying 0.047 0.725 0.824 0.772 e = standing 0.068 0.603 0.669 0.634 f = sitting 0.000 1.000 0.975 0.987 g = running 0.013 0.913 0.898 0.906 h = walking ------------------------------------------------------- 0.036 0.817 0.811 0.812 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.753 0.837 a = climbingdown 0.069 0.786 0.814 0.800 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.035 0.698 0.549 0.615 d = lying 0.047 0.740 0.888 0.807 e = standing 0.078 0.559 0.638 0.596 f = sitting 0.001 0.991 0.966 0.979 g = running 0.012 0.919 0.891 0.905 h = walking ------------------------------------------------------- 0.040 0.800 0.793 0.793 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.909 0.824 0.864 a = climbingdown 0.050 0.839 0.832 0.836 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.857 0.590 0.699 d = lying 0.057 0.685 0.816 0.745 e = standing 0.075 0.587 0.693 0.635 f = sitting 0.000 1.000 0.975 0.987 g = running 0.012 0.924 0.953 0.938 h = walking ------------------------------------------------------- 0.034 0.828 0.817 0.818 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.722 0.809 a = climbingdown 0.025 0.812 0.774 0.792 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.066 0.643 0.720 0.679 e = standing 0.056 0.653 0.622 0.637 f = sitting 0.026 0.878 0.856 0.867 g = running 0.044 0.772 0.918 0.839 h = walking ------------------------------------------------------- 0.032 0.814 0.808 0.808 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.841 0.763 0.800 a = climbingdown 0.026 0.800 0.755 0.777 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.976 0.988 d = lying 0.069 0.636 0.728 0.679 e = standing 0.052 0.675 0.643 0.659 f = sitting 0.021 0.901 0.856 0.878 g = running 0.036 0.801 0.893 0.845 h = walking ------------------------------------------------------- 0.031 0.814 0.810 0.811 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.009 0.910 0.732 0.811 a = climbingdown 0.016 0.878 0.811 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.069 0.623 0.688 0.654 e = standing 0.056 0.641 0.595 0.617 f = sitting 0.014 0.937 0.925 0.931 g = running 0.044 0.780 0.959 0.860 h = walking ------------------------------------------------------- 0.030 0.827 0.821 0.821 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.005 0.946 0.722 0.819 a = climbingdown 0.019 0.854 0.830 0.842 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.984 0.992 0.988 d = lying 0.057 0.664 0.680 0.672 e = standing 0.057 0.661 0.667 0.664 f = sitting 0.017 0.924 0.906 0.915 g = running 0.042 0.781 0.934 0.851 h = walking ------------------------------------------------------- 0.029 0.833 0.828 0.828 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.008 0.920 0.711 0.802 a = climbingdown 0.027 0.804 0.819 0.811 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.000 1.000 0.992 0.996 d = lying 0.057 0.674 0.712 0.693 e = standing 0.057 0.669 0.690 0.680 f = sitting 0.020 0.908 0.869 0.888 g = running 0.045 0.755 0.861 0.805 h = walking ------------------------------------------------------- 0.030 0.821 0.815 0.816 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.004 0.963 0.804 0.876 a = climbingdown 0.019 0.860 0.876 0.868 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.943 0.970 d = lying 0.073 0.626 0.736 0.676 e = standing 0.052 0.667 0.619 0.642 f = sitting 0.017 0.923 0.894 0.908 g = running 0.025 0.859 0.951 0.903 h = walking ------------------------------------------------------- 0.027 0.844 0.837 0.838 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.018 0.849 0.814 0.832 a = climbingdown 0.012 0.905 0.819 0.860 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.992 0.996 d = lying 0.041 0.721 0.640 0.678 e = standing 0.075 0.639 0.786 0.705 f = sitting 0.015 0.925 0.844 0.882 g = running 0.036 0.801 0.893 0.845 h = walking ------------------------------------------------------- 0.028 0.839 0.831 0.832 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.006 0.940 0.804 0.867 a = climbingdown 0.018 0.856 0.790 0.822 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.055 0.680 0.696 0.688 e = standing 0.064 0.650 0.706 0.677 f = sitting 0.011 0.946 0.887 0.916 g = running 0.036 0.810 0.943 0.871 h = walking ------------------------------------------------------- 0.027 0.843 0.836 0.838 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.003 0.974 0.792 0.874 a = climbingdown 0.021 0.845 0.829 0.837 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 1.000 1.000 d = lying 0.048 0.697 0.664 0.680 e = standing 0.071 0.634 0.730 0.679 f = sitting 0.015 0.926 0.868 0.896 g = running 0.035 0.813 0.926 0.866 h = walking ------------------------------------------------------- 0.028 0.843 0.835 0.837 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.833 0.889 a = climbingdown 0.014 0.891 0.857 0.874 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.003 0.983 0.975 0.979 d = lying 0.066 0.640 0.702 0.669 e = standing 0.055 0.669 0.659 0.664 f = sitting 0.020 0.907 0.855 0.880 g = running 0.032 0.825 0.926 0.873 h = walking ------------------------------------------------------- 0.028 0.838 0.833 0.834 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.885 0.812 0.847 a = climbingdown 0.014 0.881 0.831 0.855 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.014 0.921 0.936 0.929 d = lying 0.085 0.642 0.822 0.721 e = standing 0.040 0.705 0.536 0.609 f = sitting 0.001 0.992 0.952 0.972 g = running 0.021 0.887 0.959 0.922 h = walking ------------------------------------------------------- 0.028 0.844 0.839 0.838 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.835 0.882 a = climbingdown 0.012 0.889 0.809 0.847 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.928 0.947 d = lying 0.078 0.662 0.822 0.734 e = standing 0.045 0.699 0.576 0.632 f = sitting 0.004 0.976 0.960 0.968 g = running 0.034 0.826 0.927 0.874 h = walking ------------------------------------------------------- 0.028 0.847 0.842 0.841 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.906 0.917 a = climbingdown 0.015 0.872 0.843 0.857 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.957 0.888 0.921 d = lying 0.077 0.675 0.853 0.753 e = standing 0.045 0.696 0.568 0.626 f = sitting 0.003 0.984 0.960 0.972 g = running 0.023 0.876 0.919 0.897 h = walking ------------------------------------------------------- 0.026 0.854 0.849 0.848 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.861 0.800 0.829 a = climbingdown 0.022 0.812 0.775 0.793 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.912 0.938 d = lying 0.077 0.669 0.829 0.740 e = standing 0.047 0.689 0.584 0.632 f = sitting 0.001 0.992 0.968 0.980 g = running 0.023 0.878 0.935 0.906 h = walking ------------------------------------------------------- 0.028 0.841 0.837 0.836 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.776 0.863 a = climbingdown 0.019 0.849 0.898 0.873 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.920 0.950 d = lying 0.071 0.684 0.828 0.749 e = standing 0.049 0.691 0.608 0.647 f = sitting 0.000 1.000 1.000 1.000 g = running 0.020 0.893 0.951 0.921 h = walking ------------------------------------------------------- 0.024 0.865 0.859 0.859 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.835 0.861 a = climbingdown 0.016 0.862 0.852 0.857 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.936 0.955 d = lying 0.075 0.662 0.797 0.723 e = standing 0.049 0.673 0.560 0.611 f = sitting 0.001 0.992 0.992 0.992 g = running 0.020 0.891 0.935 0.913 h = walking ------------------------------------------------------- 0.026 0.849 0.847 0.846 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.845 0.899 a = climbingdown 0.023 0.815 0.852 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.920 0.943 d = lying 0.096 0.647 0.945 0.768 e = standing 0.019 0.824 0.492 0.616 f = sitting 0.003 0.984 0.960 0.972 g = running 0.020 0.891 0.935 0.913 h = walking ------------------------------------------------------- 0.025 0.870 0.854 0.850 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.906 0.690 0.784 a = climbingdown 0.032 0.779 0.920 0.844 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.007 0.957 0.888 0.921 d = lying 0.083 0.650 0.828 0.729 e = standing 0.051 0.673 0.581 0.623 f = sitting 0.001 0.992 0.960 0.976 g = running 0.020 0.886 0.886 0.886 h = walking ------------------------------------------------------- 0.029 0.837 0.827 0.827 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.798 0.848 a = climbingdown 0.014 0.885 0.875 0.880 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.004 0.976 0.960 0.968 d = lying 0.111 0.594 0.867 0.705 e = standing 0.033 0.681 0.395 0.500 f = sitting 0.003 0.984 0.968 0.976 g = running 0.025 0.870 0.927 0.898 h = walking ------------------------------------------------------- 0.030 0.838 0.829 0.824 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.012 0.887 0.845 0.866 a = climbingdown 0.015 0.871 0.841 0.855 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.928 0.951 d = lying 0.087 0.655 0.891 0.755 e = standing 0.036 0.725 0.532 0.614 f = sitting 0.003 0.983 0.944 0.963 g = running 0.019 0.898 0.935 0.916 h = walking ------------------------------------------------------- 0.026 0.857 0.849 0.848 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.750 0.823 a = climbingdown 0.050 0.711 0.740 0.725 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.944 0.930 0.937 d = lying 0.088 0.622 0.877 0.728 e = standing 0.031 0.693 0.426 0.528 f = sitting 0.000 1.000 0.992 0.996 g = running 0.053 0.725 0.792 0.757 h = walking ------------------------------------------------------- 0.035 0.802 0.793 0.789 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.837 0.802 0.819 a = climbingdown 0.043 0.724 0.683 0.703 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.008 0.953 0.969 0.961 d = lying 0.094 0.601 0.852 0.705 e = standing 0.026 0.729 0.418 0.531 f = sitting 0.001 0.992 0.975 0.983 g = running 0.051 0.739 0.808 0.772 h = walking ------------------------------------------------------- 0.034 0.798 0.790 0.785 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.014 0.869 0.760 0.811 a = climbingdown 0.052 0.703 0.732 0.717 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.968 0.945 0.956 d = lying 0.094 0.608 0.877 0.718 e = standing 0.026 0.725 0.410 0.524 f = sitting 0.000 1.000 0.983 0.992 g = running 0.045 0.766 0.831 0.797 h = walking ------------------------------------------------------- 0.034 0.808 0.797 0.792 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.021 0.826 0.792 0.809 a = climbingdown 0.052 0.698 0.721 0.710 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.984 0.945 0.964 d = lying 0.077 0.652 0.877 0.748 e = standing 0.027 0.759 0.516 0.615 f = sitting 0.000 1.000 0.983 0.992 g = running 0.048 0.739 0.762 0.750 h = walking ------------------------------------------------------- 0.032 0.812 0.804 0.802 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.760 0.802 a = climbingdown 0.052 0.683 0.672 0.678 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.976 0.961 0.968 d = lying 0.110 0.576 0.902 0.703 e = standing 0.023 0.702 0.328 0.447 f = sitting 0.000 1.000 1.000 1.000 g = running 0.058 0.698 0.752 0.724 h = walking ------------------------------------------------------- 0.038 0.786 0.774 0.765 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.792 0.840 a = climbingdown 0.042 0.726 0.672 0.698 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.921 0.951 d = lying 0.098 0.593 0.861 0.702 e = standing 0.035 0.675 0.443 0.535 f = sitting 0.000 1.000 1.000 1.000 g = running 0.049 0.750 0.837 0.791 h = walking ------------------------------------------------------- 0.034 0.805 0.795 0.792 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.915 0.781 0.843 a = climbingdown 0.038 0.770 0.770 0.770 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.921 0.955 d = lying 0.091 0.594 0.803 0.683 e = standing 0.035 0.701 0.504 0.587 f = sitting 0.004 0.975 0.975 0.975 g = running 0.040 0.797 0.884 0.838 h = walking ------------------------------------------------------- 0.031 0.822 0.812 0.811 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.007 0.932 0.719 0.812 a = climbingdown 0.053 0.709 0.779 0.742 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.004 0.974 0.898 0.934 d = lying 0.115 0.525 0.762 0.622 e = standing 0.048 0.545 0.347 0.424 f = sitting 0.003 0.984 1.000 0.992 g = running 0.050 0.739 0.791 0.764 h = walking ------------------------------------------------------- 0.040 0.773 0.761 0.759 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.840 0.716 0.773 a = climbingdown 0.047 0.719 0.713 0.716 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.007 0.961 0.969 0.965 d = lying 0.094 0.596 0.836 0.696 e = standing 0.038 0.650 0.430 0.517 f = sitting 0.001 0.992 0.992 0.992 g = running 0.052 0.721 0.760 0.740 h = walking ------------------------------------------------------- 0.037 0.785 0.780 0.776 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.012 0.892 0.779 0.831 a = climbingdown 0.056 0.689 0.746 0.717 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.004 0.976 0.953 0.964 d = lying 0.094 0.610 0.893 0.725 e = standing 0.023 0.761 0.446 0.562 f = sitting 0.001 0.992 0.983 0.987 g = running 0.040 0.777 0.783 0.780 h = walking ------------------------------------------------------- 0.033 0.815 0.802 0.798 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.737 0.814 a = climbingdown 0.025 0.824 0.771 0.796 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.034 0.758 0.625 0.685 e = standing 0.068 0.678 0.828 0.745 f = sitting 0.003 0.984 0.992 0.988 g = running 0.047 0.776 0.919 0.841 h = walking ------------------------------------------------------- 0.027 0.847 0.840 0.839 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.003 0.967 0.617 0.753 a = climbingdown 0.053 0.705 0.835 0.765 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.034 0.762 0.642 0.697 e = standing 0.069 0.673 0.828 0.743 f = sitting 0.001 0.992 1.000 0.996 g = running 0.040 0.786 0.831 0.808 h = walking ------------------------------------------------------- 0.028 0.842 0.829 0.828 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.921 0.745 0.824 a = climbingdown 0.029 0.802 0.787 0.794 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.028 0.792 0.633 0.704 e = standing 0.068 0.680 0.836 0.750 f = sitting 0.000 1.000 1.000 1.000 g = running 0.051 0.746 0.862 0.800 h = walking ------------------------------------------------------- 0.027 0.849 0.841 0.841 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.713 0.822 a = climbingdown 0.051 0.715 0.861 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.021 0.826 0.592 0.689 e = standing 0.079 0.665 0.910 0.768 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.836 0.829 0.833 h = walking ------------------------------------------------------- 0.026 0.861 0.843 0.843 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.638 0.741 a = climbingdown 0.039 0.748 0.769 0.758 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.001 0.992 0.975 0.983 d = lying 0.031 0.773 0.625 0.691 e = standing 0.072 0.664 0.828 0.737 f = sitting 0.003 0.983 0.983 0.983 g = running 0.053 0.741 0.862 0.797 h = walking ------------------------------------------------------- 0.030 0.829 0.820 0.819 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.011 0.869 0.564 0.684 a = climbingdown 0.056 0.688 0.815 0.746 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.000 1.000 0.984 0.992 d = lying 0.035 0.740 0.592 0.657 e = standing 0.074 0.649 0.793 0.714 f = sitting 0.001 0.992 0.992 0.992 g = running 0.044 0.772 0.854 0.811 h = walking ------------------------------------------------------- 0.031 0.820 0.810 0.808 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.745 0.819 a = climbingdown 0.046 0.740 0.870 0.800 b = climbingup 0.000 1.000 0.833 0.909 c = jumping 0.003 0.983 0.975 0.979 d = lying 0.037 0.720 0.558 0.629 e = standing 0.077 0.638 0.785 0.704 f = sitting 0.001 0.992 1.000 0.996 g = running 0.026 0.854 0.854 0.854 h = walking ------------------------------------------------------- 0.028 0.837 0.829 0.829 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.585 0.724 a = climbingdown 0.057 0.703 0.898 0.789 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.987 d = lying 0.023 0.789 0.504 0.615 e = standing 0.088 0.633 0.884 0.738 f = sitting 0.000 1.000 0.992 0.996 g = running 0.040 0.781 0.813 0.797 h = walking ------------------------------------------------------- 0.030 0.838 0.818 0.814 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.007 0.919 0.606 0.731 a = climbingdown 0.053 0.683 0.759 0.719 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.000 1.000 0.950 0.975 d = lying 0.027 0.756 0.496 0.599 e = standing 0.090 0.620 0.851 0.718 f = sitting 0.003 0.984 1.000 0.992 g = running 0.054 0.736 0.862 0.794 h = walking ------------------------------------------------------- 0.033 0.817 0.800 0.797 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.649 0.753 a = climbingdown 0.053 0.691 0.787 0.736 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.983 0.992 d = lying 0.040 0.731 0.639 0.682 e = standing 0.064 0.683 0.802 0.738 f = sitting 0.001 0.992 1.000 0.996 g = running 0.039 0.791 0.829 0.810 h = walking ------------------------------------------------------- 0.029 0.830 0.823 0.822 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.845 0.706 0.769 a = climbingdown 0.049 0.576 0.419 0.485 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.968 0.952 0.960 d = lying 0.091 0.600 0.744 0.664 e = standing 0.051 0.619 0.476 0.538 f = sitting 0.000 1.000 1.000 1.000 g = running 0.109 0.543 0.734 0.625 h = walking ------------------------------------------------------- 0.047 0.735 0.727 0.724 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.803 0.671 0.731 a = climbingdown 0.039 0.642 0.444 0.525 b = climbingup 0.000 1.000 0.950 0.974 c = jumping 0.000 1.000 0.921 0.959 d = lying 0.114 0.534 0.707 0.608 e = standing 0.053 0.581 0.429 0.493 f = sitting 0.000 1.000 0.992 0.996 g = running 0.105 0.578 0.812 0.675 h = walking ------------------------------------------------------- 0.048 0.734 0.719 0.717 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.014 0.841 0.690 0.758 a = climbingdown 0.030 0.722 0.487 0.582 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.944 0.956 d = lying 0.061 0.627 0.556 0.590 e = standing 0.093 0.547 0.651 0.594 f = sitting 0.000 1.000 1.000 1.000 g = running 0.096 0.600 0.820 0.693 h = walking ------------------------------------------------------- 0.044 0.756 0.744 0.743 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.014 0.845 0.714 0.774 a = climbingdown 0.034 0.662 0.419 0.513 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.929 0.963 d = lying 0.076 0.593 0.602 0.597 e = standing 0.087 0.559 0.635 0.595 f = sitting 0.000 1.000 1.000 1.000 g = running 0.099 0.586 0.797 0.675 h = walking ------------------------------------------------------- 0.046 0.748 0.735 0.734 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.027 0.712 0.619 0.662 a = climbingdown 0.067 0.490 0.402 0.441 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.929 0.959 d = lying 0.090 0.539 0.576 0.557 e = standing 0.085 0.492 0.476 0.484 f = sitting 0.000 1.000 1.000 1.000 g = running 0.105 0.534 0.680 0.598 h = walking ------------------------------------------------------- 0.054 0.684 0.678 0.679 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.013 0.836 0.607 0.703 a = climbingdown 0.037 0.690 0.513 0.588 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.952 0.976 d = lying 0.099 0.536 0.621 0.575 e = standing 0.081 0.482 0.437 0.458 f = sitting 0.000 1.000 0.992 0.996 g = running 0.102 0.584 0.819 0.682 h = walking ------------------------------------------------------- 0.049 0.731 0.717 0.716 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.017 0.787 0.571 0.662 a = climbingdown 0.041 0.639 0.453 0.530 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.905 0.946 d = lying 0.081 0.574 0.591 0.582 e = standing 0.088 0.526 0.563 0.544 f = sitting 0.000 1.000 0.992 0.996 g = running 0.112 0.557 0.803 0.658 h = walking ------------------------------------------------------- 0.050 0.726 0.710 0.710 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.022 0.785 0.738 0.761 a = climbingdown 0.048 0.588 0.427 0.495 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.944 0.956 d = lying 0.079 0.615 0.689 0.650 e = standing 0.061 0.614 0.556 0.583 f = sitting 0.000 1.000 0.992 0.996 g = running 0.094 0.585 0.756 0.660 h = walking ------------------------------------------------------- 0.045 0.739 0.736 0.733 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.806 0.643 0.715 a = climbingdown 0.038 0.646 0.440 0.523 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.960 0.944 0.952 d = lying 0.127 0.533 0.788 0.636 e = standing 0.041 0.559 0.304 0.394 f = sitting 0.000 1.000 0.992 0.996 g = running 0.102 0.584 0.819 0.682 h = walking ------------------------------------------------------- 0.049 0.727 0.716 0.706 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.855 0.702 0.771 a = climbingdown 0.048 0.615 0.483 0.541 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.003 0.983 0.905 0.942 d = lying 0.096 0.571 0.697 0.628 e = standing 0.061 0.577 0.480 0.524 f = sitting 0.000 1.000 0.983 0.992 g = running 0.100 0.581 0.787 0.669 h = walking ------------------------------------------------------- 0.047 0.739 0.726 0.727 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.768 0.827 0.796 a = climbingdown 0.016 0.891 0.841 0.865 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.984 0.984 0.984 d = lying 0.049 0.689 0.598 0.640 e = standing 0.074 0.645 0.740 0.689 f = sitting 0.000 1.000 0.975 0.987 g = running 0.012 0.940 0.962 0.951 h = walking ------------------------------------------------------- 0.025 0.856 0.853 0.853 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.754 0.885 0.814 a = climbingdown 0.025 0.835 0.811 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.951 0.971 d = lying 0.062 0.674 0.719 0.696 e = standing 0.054 0.702 0.691 0.697 f = sitting 0.000 1.000 0.992 0.996 g = running 0.006 0.968 0.924 0.945 h = walking ------------------------------------------------------- 0.024 0.860 0.855 0.857 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.013 0.808 0.808 0.808 a = climbingdown 0.019 0.881 0.906 0.893 b = climbingup 0.003 0.900 1.000 0.947 c = jumping 0.001 0.991 0.935 0.962 d = lying 0.059 0.688 0.727 0.707 e = standing 0.054 0.712 0.724 0.718 f = sitting 0.001 0.991 0.950 0.970 g = running 0.002 0.992 0.977 0.985 h = walking ------------------------------------------------------- 0.021 0.873 0.869 0.871 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.019 0.750 0.808 0.778 a = climbingdown 0.025 0.841 0.849 0.845 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.984 0.984 0.984 d = lying 0.062 0.674 0.719 0.696 e = standing 0.043 0.743 0.683 0.712 f = sitting 0.000 1.000 0.983 0.992 g = running 0.003 0.985 0.977 0.981 h = walking ------------------------------------------------------- 0.022 0.868 0.867 0.867 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.770 0.904 0.832 a = climbingdown 0.015 0.903 0.877 0.890 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.951 0.971 d = lying 0.065 0.651 0.678 0.664 e = standing 0.060 0.672 0.672 0.672 f = sitting 0.000 1.000 0.983 0.992 g = running 0.006 0.969 0.939 0.953 h = walking ------------------------------------------------------- 0.024 0.862 0.858 0.859 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.812 0.750 0.780 a = climbingdown 0.031 0.822 0.915 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.976 0.984 d = lying 0.068 0.657 0.727 0.690 e = standing 0.051 0.694 0.631 0.661 f = sitting 0.000 1.000 0.983 0.992 g = running 0.003 0.984 0.939 0.961 h = walking ------------------------------------------------------- 0.024 0.860 0.858 0.858 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.027 0.683 0.827 0.748 a = climbingdown 0.010 0.919 0.745 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.935 0.966 d = lying 0.083 0.624 0.769 0.689 e = standing 0.051 0.688 0.615 0.649 f = sitting 0.001 0.992 0.983 0.987 g = running 0.009 0.955 0.977 0.966 h = walking ------------------------------------------------------- 0.025 0.854 0.843 0.845 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.860 0.827 0.843 a = climbingdown 0.018 0.891 0.925 0.907 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.984 0.976 0.980 d = lying 0.072 0.628 0.669 0.648 e = standing 0.063 0.653 0.648 0.650 f = sitting 0.000 1.000 0.975 0.987 g = running 0.002 0.992 0.954 0.973 h = walking ------------------------------------------------------- 0.024 0.862 0.858 0.860 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.011 0.822 0.725 0.771 a = climbingdown 0.032 0.815 0.915 0.862 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.991 0.927 0.958 d = lying 0.048 0.704 0.628 0.664 e = standing 0.070 0.667 0.770 0.715 f = sitting 0.000 1.000 0.992 0.996 g = running 0.003 0.984 0.954 0.969 h = walking ------------------------------------------------------- 0.024 0.863 0.858 0.859 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.745 0.745 0.745 a = climbingdown 0.028 0.829 0.868 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.976 0.988 d = lying 0.084 0.582 0.645 0.612 e = standing 0.063 0.628 0.582 0.604 f = sitting 0.000 1.000 0.983 0.992 g = running 0.005 0.976 0.946 0.961 h = walking ------------------------------------------------------- 0.028 0.835 0.832 0.833 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.882 0.820 0.850 a = climbingdown 0.026 0.823 0.816 0.819 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.902 0.930 0.916 d = lying 0.062 0.662 0.732 0.695 e = standing 0.050 0.657 0.563 0.607 f = sitting 0.008 0.955 0.955 0.955 g = running 0.027 0.855 0.915 0.884 h = walking ------------------------------------------------------- 0.029 0.823 0.824 0.822 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.020 0.831 0.747 0.787 a = climbingdown 0.029 0.796 0.754 0.775 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.924 0.946 0.935 d = lying 0.066 0.632 0.683 0.656 e = standing 0.043 0.695 0.579 0.632 f = sitting 0.015 0.919 0.947 0.933 g = running 0.041 0.799 0.922 0.856 h = walking ------------------------------------------------------- 0.032 0.804 0.805 0.803 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.017 0.852 0.758 0.802 a = climbingdown 0.032 0.782 0.754 0.768 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.009 0.945 0.930 0.938 d = lying 0.058 0.664 0.691 0.677 e = standing 0.053 0.685 0.680 0.683 f = sitting 0.010 0.946 0.932 0.939 g = running 0.035 0.818 0.907 0.860 h = walking ------------------------------------------------------- 0.030 0.817 0.815 0.815 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.026 0.792 0.768 0.779 a = climbingdown 0.035 0.752 0.699 0.725 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.902 0.922 0.912 d = lying 0.086 0.597 0.779 0.676 e = standing 0.041 0.684 0.520 0.591 f = sitting 0.008 0.951 0.886 0.918 g = running 0.034 0.820 0.884 0.851 h = walking ------------------------------------------------------- 0.034 0.792 0.787 0.786 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.026 0.800 0.808 0.804 a = climbingdown 0.020 0.844 0.717 0.775 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.922 0.944 d = lying 0.070 0.651 0.795 0.716 e = standing 0.041 0.720 0.616 0.664 f = sitting 0.014 0.924 0.924 0.924 g = running 0.034 0.824 0.907 0.863 h = walking ------------------------------------------------------- 0.029 0.824 0.819 0.819 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.038 0.750 0.879 0.809 a = climbingdown 0.023 0.825 0.708 0.762 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.915 0.918 d = lying 0.071 0.632 0.746 0.684 e = standing 0.051 0.645 0.552 0.595 f = sitting 0.010 0.944 0.893 0.918 g = running 0.026 0.856 0.876 0.866 h = walking ------------------------------------------------------- 0.032 0.803 0.800 0.799 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.014 0.866 0.717 0.785 a = climbingdown 0.036 0.769 0.796 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.911 0.961 0.935 d = lying 0.072 0.621 0.713 0.664 e = standing 0.042 0.680 0.528 0.595 f = sitting 0.016 0.911 0.939 0.925 g = running 0.035 0.816 0.891 0.852 h = walking ------------------------------------------------------- 0.033 0.800 0.801 0.797 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.747 0.796 a = climbingdown 0.021 0.855 0.832 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.968 0.938 0.952 d = lying 0.069 0.653 0.787 0.714 e = standing 0.038 0.750 0.672 0.709 f = sitting 0.005 0.968 0.931 0.949 g = running 0.029 0.851 0.930 0.889 h = walking ------------------------------------------------------- 0.026 0.847 0.841 0.842 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.839 0.737 0.785 a = climbingdown 0.031 0.789 0.761 0.775 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.930 0.930 0.930 d = lying 0.051 0.691 0.697 0.694 e = standing 0.051 0.689 0.672 0.680 f = sitting 0.016 0.911 0.939 0.925 g = running 0.033 0.832 0.922 0.875 h = walking ------------------------------------------------------- 0.030 0.816 0.817 0.816 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.024 0.818 0.818 0.818 a = climbingdown 0.016 0.875 0.743 0.804 b = climbingup 0.001 0.941 1.000 0.970 c = jumping 0.018 0.903 0.945 0.924 d = lying 0.055 0.655 0.639 0.647 e = standing 0.056 0.677 0.688 0.683 f = sitting 0.008 0.950 0.878 0.913 g = running 0.038 0.813 0.946 0.875 h = walking ------------------------------------------------------- 0.030 0.816 0.815 0.814 Weighted Avg. >> waist >>> Subject: 1 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.012 0.903 0.848 0.875 a = climbingdown 0.016 0.902 0.859 0.880 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.905 0.927 0.916 d = lying 0.042 0.631 0.424 0.507 e = standing 0.084 0.635 0.844 0.725 f = sitting 0.000 1.000 0.992 0.996 g = running 0.027 0.852 0.913 0.881 h = walking ------------------------------------------------------- 0.028 0.832 0.831 0.826 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.913 0.848 0.880 a = climbingdown 0.024 0.849 0.789 0.818 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.011 0.937 0.967 0.952 d = lying 0.035 0.714 0.520 0.602 e = standing 0.075 0.658 0.828 0.734 f = sitting 0.001 0.992 0.975 0.983 g = running 0.043 0.773 0.865 0.816 h = walking ------------------------------------------------------- 0.029 0.832 0.829 0.826 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.808 0.874 a = climbingdown 0.030 0.829 0.836 0.833 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.927 0.934 0.931 d = lying 0.033 0.724 0.504 0.594 e = standing 0.080 0.651 0.859 0.741 f = sitting 0.000 1.000 0.975 0.987 g = running 0.031 0.833 0.920 0.875 h = walking ------------------------------------------------------- 0.028 0.843 0.836 0.834 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.915 0.758 0.829 a = climbingdown 0.015 0.908 0.850 0.878 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.012 0.928 0.951 0.939 d = lying 0.039 0.667 0.464 0.547 e = standing 0.087 0.621 0.820 0.707 f = sitting 0.003 0.983 0.983 0.983 g = running 0.037 0.814 0.944 0.874 h = walking ------------------------------------------------------- 0.029 0.832 0.827 0.823 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.768 0.844 a = climbingdown 0.019 0.885 0.850 0.867 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.944 0.967 0.955 d = lying 0.033 0.684 0.416 0.517 e = standing 0.098 0.604 0.859 0.710 f = sitting 0.000 1.000 0.983 0.992 g = running 0.031 0.838 0.952 0.891 h = walking ------------------------------------------------------- 0.029 0.840 0.831 0.826 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.806 0.863 a = climbingdown 0.016 0.897 0.819 0.856 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.008 0.950 0.934 0.942 d = lying 0.034 0.679 0.424 0.522 e = standing 0.103 0.581 0.819 0.680 f = sitting 0.001 0.992 0.992 0.992 g = running 0.041 0.796 0.936 0.860 h = walking ------------------------------------------------------- 0.031 0.830 0.819 0.816 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.745 0.834 a = climbingdown 0.016 0.902 0.866 0.884 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.943 0.943 0.943 d = lying 0.025 0.710 0.352 0.471 e = standing 0.111 0.593 0.929 0.724 f = sitting 0.001 0.992 0.983 0.987 g = running 0.035 0.818 0.936 0.873 h = walking ------------------------------------------------------- 0.030 0.841 0.826 0.817 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.934 0.867 0.899 a = climbingdown 0.019 0.886 0.858 0.872 b = climbingup 0.002 0.882 1.000 0.938 c = jumping 0.011 0.934 0.926 0.930 d = lying 0.038 0.682 0.484 0.566 e = standing 0.086 0.636 0.866 0.733 f = sitting 0.001 0.991 0.966 0.979 g = running 0.023 0.867 0.888 0.877 h = walking ------------------------------------------------------- 0.027 0.844 0.838 0.835 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.008 0.931 0.827 0.876 a = climbingdown 0.019 0.886 0.858 0.872 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.010 0.943 0.951 0.947 d = lying 0.030 0.763 0.573 0.654 e = standing 0.068 0.686 0.858 0.762 f = sitting 0.004 0.975 1.000 0.988 g = running 0.027 0.853 0.928 0.889 h = walking ------------------------------------------------------- 0.024 0.861 0.858 0.855 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.008 0.928 0.786 0.851 a = climbingdown 0.014 0.921 0.913 0.917 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.018 0.900 0.959 0.929 d = lying 0.027 0.753 0.492 0.595 e = standing 0.073 0.675 0.866 0.759 f = sitting 0.001 0.992 0.992 0.992 g = running 0.033 0.829 0.928 0.875 h = walking ------------------------------------------------------- 0.025 0.856 0.852 0.847 Weighted Avg. >>> Subject: 2 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.833 0.879 a = climbingdown 0.015 0.889 0.898 0.893 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.942 0.958 d = lying 0.016 0.915 0.983 0.948 e = standing 0.003 0.983 0.958 0.970 f = sitting 0.000 1.000 0.992 0.996 g = running 0.022 0.883 0.942 0.911 h = walking ------------------------------------------------------- 0.009 0.942 0.941 0.941 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.017 0.864 0.792 0.826 a = climbingdown 0.028 0.800 0.816 0.808 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.009 0.950 0.934 0.942 d = lying 0.020 0.894 0.983 0.937 e = standing 0.003 0.982 0.917 0.948 f = sitting 0.001 0.992 0.992 0.992 g = running 0.029 0.839 0.867 0.852 h = walking ------------------------------------------------------- 0.015 0.909 0.908 0.908 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.018 0.863 0.854 0.859 a = climbingdown 0.011 0.909 0.825 0.865 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.967 0.983 0.975 d = lying 0.009 0.952 0.983 0.967 e = standing 0.003 0.983 0.950 0.966 f = sitting 0.000 1.000 0.983 0.992 g = running 0.028 0.854 0.925 0.888 h = walking ------------------------------------------------------- 0.010 0.937 0.936 0.936 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.029 0.794 0.844 0.818 a = climbingdown 0.028 0.789 0.773 0.781 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.012 0.936 0.967 0.951 d = lying 0.009 0.950 0.958 0.954 e = standing 0.004 0.974 0.933 0.953 f = sitting 0.000 1.000 0.983 0.992 g = running 0.022 0.871 0.849 0.860 h = walking ------------------------------------------------------- 0.014 0.909 0.909 0.909 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.943 0.865 0.902 a = climbingdown 0.024 0.837 0.897 0.866 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.942 0.958 d = lying 0.013 0.929 0.983 0.955 e = standing 0.001 0.992 0.983 0.987 f = sitting 0.000 1.000 0.992 0.996 g = running 0.017 0.899 0.899 0.899 h = walking ------------------------------------------------------- 0.009 0.943 0.942 0.942 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.021 0.840 0.823 0.832 a = climbingdown 0.013 0.897 0.804 0.848 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.950 0.975 d = lying 0.016 0.914 0.983 0.947 e = standing 0.009 0.950 0.958 0.954 f = sitting 0.000 1.000 0.992 0.996 g = running 0.031 0.836 0.899 0.866 h = walking ------------------------------------------------------- 0.012 0.924 0.923 0.923 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.014 0.889 0.842 0.865 a = climbingdown 0.027 0.793 0.753 0.772 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.942 0.954 d = lying 0.013 0.927 0.958 0.942 e = standing 0.004 0.975 0.967 0.971 f = sitting 0.000 1.000 0.992 0.996 g = running 0.029 0.846 0.924 0.884 h = walking ------------------------------------------------------- 0.013 0.920 0.919 0.919 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.904 0.895 0.899 a = climbingdown 0.013 0.894 0.784 0.835 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.010 0.944 0.983 0.964 d = lying 0.012 0.935 0.966 0.950 e = standing 0.001 0.991 0.933 0.961 f = sitting 0.000 1.000 1.000 1.000 g = running 0.020 0.892 0.975 0.932 h = walking ------------------------------------------------------- 0.009 0.941 0.940 0.940 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.916 0.926 a = climbingdown 0.014 0.892 0.856 0.874 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.983 0.979 d = lying 0.019 0.900 0.983 0.940 e = standing 0.001 0.991 0.891 0.938 f = sitting 0.000 1.000 0.983 0.992 g = running 0.017 0.906 0.966 0.935 h = walking ------------------------------------------------------- 0.009 0.946 0.944 0.944 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.017 0.874 0.874 0.874 a = climbingdown 0.025 0.811 0.794 0.802 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.965 0.925 0.945 d = lying 0.018 0.906 0.975 0.939 e = standing 0.004 0.974 0.950 0.962 f = sitting 0.000 1.000 1.000 1.000 g = running 0.018 0.900 0.908 0.904 h = walking ------------------------------------------------------- 0.012 0.925 0.924 0.924 Weighted Avg. >>> Subject: 3 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.895 0.885 0.890 a = climbingdown 0.020 0.858 0.791 0.824 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.020 0.881 0.902 0.892 d = lying 0.040 0.797 0.967 0.874 e = standing 0.015 0.902 0.821 0.860 f = sitting 0.005 0.969 0.852 0.907 g = running 0.035 0.822 0.896 0.857 h = walking ------------------------------------------------------- 0.020 0.879 0.874 0.874 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.918 0.927 0.922 a = climbingdown 0.026 0.831 0.852 0.841 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.015 0.911 0.919 0.915 d = lying 0.028 0.850 0.975 0.908 e = standing 0.012 0.921 0.854 0.886 f = sitting 0.003 0.985 0.879 0.929 g = running 0.024 0.867 0.873 0.870 h = walking ------------------------------------------------------- 0.016 0.901 0.898 0.898 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.006 0.946 0.906 0.926 a = climbingdown 0.024 0.835 0.791 0.812 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.017 0.896 0.911 0.903 d = lying 0.036 0.814 0.967 0.884 e = standing 0.019 0.879 0.829 0.854 f = sitting 0.005 0.970 0.872 0.918 g = running 0.032 0.831 0.881 0.855 h = walking ------------------------------------------------------- 0.020 0.884 0.881 0.881 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.939 0.969 0.954 a = climbingdown 0.026 0.818 0.783 0.800 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.017 0.895 0.902 0.899 d = lying 0.048 0.765 0.959 0.851 e = standing 0.020 0.874 0.852 0.863 f = sitting 0.003 0.983 0.764 0.859 g = running 0.032 0.829 0.866 0.847 h = walking ------------------------------------------------------- 0.021 0.876 0.868 0.868 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.003 0.978 0.947 0.963 a = climbingdown 0.035 0.784 0.852 0.817 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.012 0.922 0.862 0.891 d = lying 0.040 0.796 0.959 0.870 e = standing 0.023 0.863 0.877 0.870 f = sitting 0.007 0.961 0.824 0.887 g = running 0.028 0.836 0.799 0.817 h = walking ------------------------------------------------------- 0.021 0.878 0.872 0.873 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.005 0.957 0.926 0.941 a = climbingdown 0.025 0.824 0.774 0.798 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.031 0.828 0.902 0.864 d = lying 0.049 0.764 0.984 0.860 e = standing 0.012 0.912 0.762 0.830 f = sitting 0.001 0.992 0.797 0.884 g = running 0.036 0.816 0.896 0.854 h = walking ------------------------------------------------------- 0.022 0.872 0.862 0.862 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.925 0.905 0.915 a = climbingdown 0.030 0.793 0.772 0.782 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.878 0.878 0.878 d = lying 0.040 0.796 0.959 0.870 e = standing 0.023 0.857 0.836 0.846 f = sitting 0.005 0.967 0.804 0.878 g = running 0.036 0.810 0.858 0.833 h = walking ------------------------------------------------------- 0.023 0.865 0.860 0.860 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.958 0.953 a = climbingdown 0.020 0.867 0.860 0.863 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.017 0.896 0.911 0.903 d = lying 0.042 0.782 0.943 0.855 e = standing 0.020 0.875 0.861 0.868 f = sitting 0.000 1.000 0.811 0.896 g = running 0.023 0.874 0.887 0.881 h = walking ------------------------------------------------------- 0.018 0.894 0.888 0.888 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.895 0.924 a = climbingdown 0.029 0.812 0.833 0.823 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.032 0.817 0.877 0.846 d = lying 0.039 0.803 0.967 0.877 e = standing 0.023 0.845 0.762 0.802 f = sitting 0.000 1.000 0.838 0.912 g = running 0.032 0.826 0.857 0.841 h = walking ------------------------------------------------------- 0.022 0.869 0.863 0.863 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.000 1.000 0.968 0.984 a = climbingdown 0.028 0.811 0.789 0.800 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.020 0.884 0.934 0.908 d = lying 0.032 0.830 0.967 0.893 e = standing 0.017 0.888 0.844 0.866 f = sitting 0.003 0.984 0.845 0.909 g = running 0.032 0.829 0.872 0.850 h = walking ------------------------------------------------------- 0.019 0.891 0.887 0.887 Weighted Avg. >>> Subject: 4 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.015 0.876 0.702 0.780 a = climbingdown 0.040 0.805 0.903 0.851 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.739 0.872 0.800 d = lying 0.037 0.756 0.857 0.803 e = standing 0.017 0.819 0.544 0.654 f = sitting 0.055 0.789 0.805 0.797 g = running 0.007 0.953 0.992 0.972 h = walking ------------------------------------------------------- 0.033 0.819 0.815 0.811 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.687 0.779 a = climbingdown 0.034 0.832 0.929 0.878 b = climbingup 0.000 1.000 0.800 0.889 c = jumping 0.050 0.714 0.827 0.767 d = lying 0.044 0.725 0.866 0.789 e = standing 0.018 0.818 0.576 0.676 f = sitting 0.044 0.828 0.820 0.824 g = running 0.015 0.902 0.984 0.941 h = walking ------------------------------------------------------- 0.032 0.821 0.815 0.811 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.025 0.818 0.756 0.786 a = climbingdown 0.039 0.804 0.871 0.836 b = climbingup 0.000 1.000 0.800 0.889 c = jumping 0.057 0.704 0.895 0.788 d = lying 0.043 0.705 0.765 0.734 e = standing 0.008 0.912 0.584 0.712 f = sitting 0.054 0.786 0.771 0.778 g = running 0.010 0.928 0.951 0.939 h = walking ------------------------------------------------------- 0.035 0.809 0.799 0.797 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.030 0.766 0.649 0.702 a = climbingdown 0.051 0.756 0.858 0.804 b = climbingup 0.000 1.000 0.933 0.966 c = jumping 0.049 0.730 0.872 0.795 d = lying 0.042 0.699 0.723 0.711 e = standing 0.017 0.833 0.600 0.698 f = sitting 0.052 0.800 0.820 0.810 g = running 0.007 0.951 0.951 0.951 h = walking ------------------------------------------------------- 0.037 0.793 0.789 0.787 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.656 0.748 a = climbingdown 0.049 0.767 0.896 0.826 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.038 0.769 0.827 0.797 d = lying 0.050 0.674 0.765 0.717 e = standing 0.023 0.815 0.704 0.755 f = sitting 0.050 0.799 0.776 0.787 g = running 0.005 0.968 0.992 0.980 h = walking ------------------------------------------------------- 0.034 0.809 0.804 0.803 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.021 0.841 0.731 0.782 a = climbingdown 0.047 0.774 0.890 0.828 b = climbingup 0.001 0.933 0.933 0.933 c = jumping 0.047 0.735 0.864 0.794 d = lying 0.057 0.658 0.807 0.725 e = standing 0.014 0.868 0.632 0.731 f = sitting 0.040 0.825 0.737 0.778 g = running 0.005 0.967 0.967 0.967 h = walking ------------------------------------------------------- 0.033 0.812 0.802 0.802 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.011 0.903 0.715 0.798 a = climbingdown 0.040 0.806 0.916 0.857 b = climbingup 0.000 1.000 0.800 0.889 c = jumping 0.033 0.797 0.864 0.829 d = lying 0.051 0.679 0.798 0.734 e = standing 0.015 0.865 0.664 0.751 f = sitting 0.051 0.803 0.815 0.809 g = running 0.006 0.960 0.984 0.972 h = walking ------------------------------------------------------- 0.031 0.831 0.823 0.822 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.021 0.825 0.654 0.730 a = climbingdown 0.055 0.750 0.896 0.817 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.730 0.841 0.782 d = lying 0.041 0.725 0.805 0.763 e = standing 0.015 0.845 0.568 0.679 f = sitting 0.057 0.786 0.809 0.797 g = running 0.003 0.975 0.967 0.971 h = walking ------------------------------------------------------- 0.036 0.804 0.798 0.794 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.020 0.843 0.700 0.765 a = climbingdown 0.043 0.795 0.909 0.848 b = climbingup 0.000 1.000 0.857 0.923 c = jumping 0.051 0.725 0.879 0.795 d = lying 0.050 0.656 0.712 0.683 e = standing 0.011 0.884 0.613 0.724 f = sitting 0.050 0.804 0.804 0.804 g = running 0.010 0.927 0.942 0.934 h = walking ------------------------------------------------------- 0.035 0.807 0.799 0.798 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.842 0.654 0.736 a = climbingdown 0.053 0.757 0.909 0.826 b = climbingup 0.000 1.000 0.786 0.880 c = jumping 0.049 0.732 0.871 0.796 d = lying 0.048 0.696 0.814 0.750 e = standing 0.013 0.867 0.581 0.696 f = sitting 0.052 0.799 0.799 0.799 g = running 0.007 0.949 0.926 0.937 h = walking ------------------------------------------------------- 0.036 0.807 0.796 0.794 Weighted Avg. >>> Subject: 5 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.014 0.850 0.694 0.764 a = climbingdown 0.040 0.761 0.915 0.831 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.825 0.876 0.850 d = lying 0.071 0.562 0.658 0.606 e = standing 0.022 0.846 0.773 0.808 f = sitting 0.044 0.830 0.739 0.782 g = running 0.024 0.854 0.860 0.857 h = walking ------------------------------------------------------- 0.035 0.799 0.791 0.792 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.010 0.880 0.673 0.763 a = climbingdown 0.042 0.743 0.856 0.795 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.046 0.752 0.891 0.816 d = lying 0.072 0.558 0.658 0.604 e = standing 0.008 0.925 0.672 0.778 f = sitting 0.057 0.800 0.771 0.785 g = running 0.021 0.878 0.897 0.887 h = walking ------------------------------------------------------- 0.038 0.795 0.781 0.782 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.663 0.739 a = climbingdown 0.047 0.730 0.915 0.812 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.042 0.771 0.915 0.837 d = lying 0.068 0.623 0.803 0.701 e = standing 0.011 0.910 0.711 0.798 f = sitting 0.023 0.904 0.739 0.813 g = running 0.023 0.861 0.868 0.864 h = walking ------------------------------------------------------- 0.031 0.820 0.802 0.803 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.841 0.704 0.767 a = climbingdown 0.033 0.786 0.873 0.827 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.043 0.768 0.922 0.838 d = lying 0.078 0.522 0.615 0.565 e = standing 0.020 0.841 0.703 0.766 f = sitting 0.046 0.824 0.729 0.774 g = running 0.019 0.884 0.897 0.891 h = walking ------------------------------------------------------- 0.037 0.791 0.781 0.782 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.012 0.872 0.694 0.773 a = climbingdown 0.037 0.774 0.898 0.831 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.041 0.782 0.946 0.856 d = lying 0.063 0.595 0.667 0.629 e = standing 0.013 0.892 0.711 0.791 f = sitting 0.046 0.833 0.775 0.803 g = running 0.021 0.878 0.897 0.887 h = walking ------------------------------------------------------- 0.034 0.811 0.802 0.802 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.897 0.714 0.795 a = climbingdown 0.038 0.768 0.898 0.828 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.038 0.789 0.930 0.854 d = lying 0.078 0.496 0.556 0.524 e = standing 0.016 0.883 0.766 0.820 f = sitting 0.052 0.803 0.729 0.764 g = running 0.017 0.898 0.904 0.901 h = walking ------------------------------------------------------- 0.037 0.797 0.788 0.789 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.013 0.872 0.765 0.815 a = climbingdown 0.034 0.785 0.898 0.838 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.032 0.812 0.907 0.857 d = lying 0.065 0.599 0.707 0.648 e = standing 0.020 0.850 0.750 0.797 f = sitting 0.040 0.847 0.761 0.802 g = running 0.015 0.910 0.890 0.900 h = walking ------------------------------------------------------- 0.032 0.819 0.811 0.813 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.007 0.913 0.643 0.754 a = climbingdown 0.038 0.776 0.941 0.851 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.022 0.869 0.922 0.895 d = lying 0.081 0.518 0.629 0.568 e = standing 0.020 0.847 0.734 0.787 f = sitting 0.051 0.814 0.761 0.787 g = running 0.019 0.886 0.912 0.899 h = walking ------------------------------------------------------- 0.035 0.809 0.797 0.798 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.887 0.643 0.746 a = climbingdown 0.051 0.715 0.923 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.047 0.743 0.883 0.807 d = lying 0.068 0.593 0.716 0.648 e = standing 0.022 0.835 0.717 0.771 f = sitting 0.034 0.866 0.742 0.799 g = running 0.017 0.891 0.852 0.871 h = walking ------------------------------------------------------- 0.035 0.802 0.786 0.787 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.735 0.809 a = climbingdown 0.039 0.766 0.923 0.837 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.041 0.773 0.906 0.835 d = lying 0.074 0.557 0.672 0.609 e = standing 0.023 0.819 0.677 0.741 f = sitting 0.039 0.849 0.751 0.797 g = running 0.016 0.900 0.867 0.883 h = walking ------------------------------------------------------- 0.035 0.804 0.792 0.794 Weighted Avg. >>> Subject: 6 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.033 0.740 0.740 0.740 a = climbingdown 0.032 0.745 0.693 0.718 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.007 0.958 0.904 0.930 d = lying 0.067 0.706 0.927 0.801 e = standing 0.020 0.864 0.690 0.767 f = sitting 0.004 0.975 0.907 0.940 g = running 0.037 0.800 0.878 0.837 h = walking ------------------------------------------------------- 0.028 0.837 0.827 0.827 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.029 0.738 0.646 0.689 a = climbingdown 0.039 0.685 0.630 0.656 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.955 0.856 0.903 d = lying 0.071 0.683 0.887 0.772 e = standing 0.021 0.867 0.760 0.810 f = sitting 0.000 1.000 0.922 0.960 g = running 0.049 0.759 0.894 0.821 h = walking ------------------------------------------------------- 0.030 0.824 0.814 0.814 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.016 0.831 0.615 0.707 a = climbingdown 0.050 0.630 0.630 0.630 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.958 0.920 0.939 d = lying 0.067 0.702 0.911 0.793 e = standing 0.020 0.875 0.760 0.813 f = sitting 0.000 1.000 0.907 0.951 g = running 0.051 0.745 0.878 0.806 h = walking ------------------------------------------------------- 0.029 0.830 0.819 0.819 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.027 0.775 0.719 0.746 a = climbingdown 0.036 0.716 0.680 0.697 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.946 0.848 0.895 d = lying 0.072 0.685 0.911 0.782 e = standing 0.015 0.896 0.742 0.812 f = sitting 0.000 1.000 0.953 0.976 g = running 0.040 0.785 0.862 0.822 h = walking ------------------------------------------------------- 0.028 0.839 0.828 0.829 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.023 0.811 0.760 0.785 a = climbingdown 0.032 0.753 0.730 0.741 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.947 0.864 0.904 d = lying 0.067 0.688 0.862 0.765 e = standing 0.024 0.843 0.711 0.771 f = sitting 0.003 0.984 0.961 0.973 g = running 0.032 0.830 0.911 0.868 h = walking ------------------------------------------------------- 0.026 0.844 0.837 0.838 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.015 0.867 0.750 0.804 a = climbingdown 0.039 0.713 0.720 0.716 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.006 0.966 0.896 0.929 d = lying 0.039 0.786 0.837 0.811 e = standing 0.042 0.783 0.844 0.812 f = sitting 0.000 1.000 0.969 0.984 g = running 0.033 0.814 0.861 0.837 h = walking ------------------------------------------------------- 0.024 0.854 0.850 0.851 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.024 0.800 0.750 0.774 a = climbingdown 0.046 0.660 0.660 0.660 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.008 0.948 0.872 0.908 d = lying 0.060 0.715 0.878 0.788 e = standing 0.025 0.846 0.773 0.808 f = sitting 0.001 0.992 0.961 0.976 g = running 0.038 0.784 0.803 0.794 h = walking ------------------------------------------------------- 0.028 0.831 0.825 0.826 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.023 0.790 0.667 0.723 a = climbingdown 0.041 0.684 0.650 0.667 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.008 0.950 0.920 0.935 d = lying 0.052 0.745 0.878 0.806 e = standing 0.024 0.861 0.820 0.840 f = sitting 0.003 0.983 0.922 0.952 g = running 0.046 0.763 0.869 0.812 h = walking ------------------------------------------------------- 0.027 0.835 0.831 0.831 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.026 0.779 0.705 0.740 a = climbingdown 0.030 0.735 0.610 0.667 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.013 0.922 0.848 0.883 d = lying 0.066 0.695 0.870 0.773 e = standing 0.031 0.820 0.781 0.800 f = sitting 0.000 1.000 0.898 0.947 g = running 0.050 0.753 0.902 0.821 h = walking ------------------------------------------------------- 0.030 0.823 0.815 0.815 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.853 0.611 0.712 a = climbingdown 0.053 0.664 0.770 0.713 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.007 0.957 0.895 0.925 d = lying 0.065 0.711 0.919 0.801 e = standing 0.018 0.882 0.758 0.815 f = sitting 0.001 0.992 0.953 0.972 g = running 0.032 0.822 0.869 0.845 h = walking ------------------------------------------------------- 0.026 0.849 0.836 0.837 Weighted Avg. >>> Subject: 7 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.787 0.863 a = climbingdown 0.030 0.831 0.934 0.879 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.043 0.774 0.890 0.828 d = lying 0.041 0.746 0.705 0.725 e = standing 0.042 0.733 0.698 0.715 f = sitting 0.001 0.993 0.938 0.964 g = running 0.012 0.929 0.975 0.952 h = walking ------------------------------------------------------- 0.024 0.855 0.851 0.851 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.018 0.860 0.796 0.827 a = climbingdown 0.034 0.805 0.892 0.846 b = climbingup 0.001 0.944 0.944 0.944 c = jumping 0.043 0.787 0.961 0.865 d = lying 0.039 0.754 0.713 0.733 e = standing 0.034 0.764 0.667 0.712 f = sitting 0.003 0.986 0.951 0.968 g = running 0.000 1.000 0.959 0.979 h = walking ------------------------------------------------------- 0.024 0.854 0.852 0.851 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.019 0.850 0.787 0.817 a = climbingdown 0.026 0.843 0.892 0.866 b = climbingup 0.001 0.938 0.833 0.882 c = jumping 0.031 0.829 0.913 0.869 d = lying 0.039 0.760 0.736 0.748 e = standing 0.042 0.733 0.698 0.715 f = sitting 0.008 0.958 0.944 0.951 g = running 0.006 0.959 0.975 0.967 h = walking ------------------------------------------------------- 0.024 0.850 0.851 0.850 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.824 0.852 a = climbingdown 0.027 0.842 0.933 0.885 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.052 0.748 0.937 0.832 d = lying 0.038 0.772 0.760 0.766 e = standing 0.034 0.752 0.627 0.684 f = sitting 0.000 1.000 0.910 0.953 g = running 0.001 0.992 0.967 0.979 h = walking ------------------------------------------------------- 0.023 0.859 0.854 0.853 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.019 0.835 0.710 0.768 a = climbingdown 0.043 0.763 0.883 0.819 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.055 0.729 0.890 0.801 d = lying 0.045 0.740 0.752 0.746 e = standing 0.026 0.800 0.635 0.708 f = sitting 0.001 0.993 0.937 0.964 g = running 0.009 0.942 0.950 0.946 h = walking ------------------------------------------------------- 0.028 0.835 0.829 0.828 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.014 0.888 0.813 0.849 a = climbingdown 0.027 0.840 0.917 0.876 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.034 0.817 0.913 0.862 d = lying 0.045 0.750 0.797 0.773 e = standing 0.030 0.798 0.722 0.758 f = sitting 0.003 0.985 0.923 0.953 g = running 0.005 0.966 0.950 0.958 h = walking ------------------------------------------------------- 0.022 0.867 0.864 0.864 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.013 0.899 0.832 0.864 a = climbingdown 0.021 0.868 0.875 0.871 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.062 0.710 0.906 0.796 d = lying 0.051 0.693 0.688 0.690 e = standing 0.041 0.710 0.603 0.652 f = sitting 0.000 1.000 0.895 0.945 g = running 0.010 0.937 0.983 0.959 h = walking ------------------------------------------------------- 0.028 0.834 0.829 0.828 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.013 0.898 0.822 0.859 a = climbingdown 0.020 0.878 0.900 0.889 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.029 0.846 0.953 0.896 d = lying 0.049 0.739 0.820 0.778 e = standing 0.029 0.796 0.688 0.738 f = sitting 0.001 0.992 0.923 0.957 g = running 0.005 0.968 1.000 0.984 h = walking ------------------------------------------------------- 0.020 0.877 0.875 0.874 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.018 0.857 0.785 0.820 a = climbingdown 0.027 0.837 0.900 0.867 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.043 0.779 0.921 0.844 d = lying 0.037 0.776 0.758 0.767 e = standing 0.042 0.717 0.648 0.681 f = sitting 0.004 0.978 0.923 0.950 g = running 0.005 0.967 0.975 0.971 h = walking ------------------------------------------------------- 0.025 0.849 0.848 0.847 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.009 0.923 0.785 0.848 a = climbingdown 0.037 0.799 0.925 0.857 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.029 0.839 0.913 0.875 d = lying 0.041 0.769 0.805 0.786 e = standing 0.038 0.746 0.680 0.711 f = sitting 0.004 0.978 0.944 0.961 g = running 0.004 0.974 0.950 0.962 h = walking ------------------------------------------------------- 0.023 0.864 0.861 0.861 Weighted Avg. >>> Subject: 8 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.826 0.861 a = climbingdown 0.032 0.881 0.753 0.812 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.031 0.764 0.677 0.718 d = lying 0.070 0.640 0.817 0.718 e = standing 0.053 0.676 0.719 0.697 f = sitting 0.002 0.983 0.992 0.988 g = running 0.022 0.871 0.945 0.906 h = walking ------------------------------------------------------- 0.032 0.822 0.813 0.814 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.008 0.910 0.826 0.866 a = climbingdown 0.053 0.826 0.815 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.043 0.714 0.732 0.723 d = lying 0.076 0.616 0.802 0.697 e = standing 0.025 0.794 0.633 0.704 f = sitting 0.000 1.000 0.992 0.996 g = running 0.013 0.912 0.891 0.901 h = walking ------------------------------------------------------- 0.034 0.824 0.815 0.816 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.744 0.842 a = climbingdown 0.058 0.808 0.780 0.794 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.028 0.805 0.772 0.788 d = lying 0.075 0.633 0.849 0.725 e = standing 0.033 0.745 0.622 0.678 f = sitting 0.000 1.000 0.983 0.992 g = running 0.028 0.837 0.922 0.877 h = walking ------------------------------------------------------- 0.035 0.822 0.813 0.813 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.905 0.884 0.894 a = climbingdown 0.037 0.868 0.788 0.826 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.774 0.667 0.716 d = lying 0.072 0.630 0.816 0.711 e = standing 0.040 0.736 0.724 0.730 f = sitting 0.001 0.992 0.983 0.987 g = running 0.024 0.851 0.891 0.870 h = walking ------------------------------------------------------- 0.032 0.826 0.818 0.820 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.921 0.824 0.870 a = climbingdown 0.055 0.821 0.814 0.818 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.832 0.724 0.774 d = lying 0.068 0.641 0.800 0.712 e = standing 0.041 0.719 0.685 0.702 f = sitting 0.000 1.000 1.000 1.000 g = running 0.019 0.877 0.891 0.884 h = walking ------------------------------------------------------- 0.034 0.827 0.821 0.822 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.009 0.893 0.788 0.837 a = climbingdown 0.044 0.855 0.832 0.843 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.798 0.772 0.785 d = lying 0.063 0.667 0.832 0.740 e = standing 0.033 0.763 0.685 0.722 f = sitting 0.000 1.000 1.000 1.000 g = running 0.019 0.877 0.891 0.884 h = walking ------------------------------------------------------- 0.030 0.838 0.833 0.833 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.009 0.887 0.741 0.808 a = climbingdown 0.066 0.801 0.854 0.827 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.774 0.667 0.716 d = lying 0.068 0.648 0.824 0.725 e = standing 0.042 0.696 0.630 0.661 f = sitting 0.000 1.000 0.983 0.992 g = running 0.013 0.911 0.883 0.897 h = walking ------------------------------------------------------- 0.037 0.814 0.809 0.809 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.012 0.881 0.871 0.876 a = climbingdown 0.046 0.841 0.774 0.806 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.036 0.746 0.715 0.730 d = lying 0.086 0.594 0.832 0.693 e = standing 0.021 0.832 0.661 0.737 f = sitting 0.001 0.992 0.983 0.987 g = running 0.010 0.938 0.945 0.942 h = walking ------------------------------------------------------- 0.032 0.833 0.821 0.823 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.881 0.871 0.876 a = climbingdown 0.057 0.819 0.823 0.821 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.029 0.776 0.675 0.722 d = lying 0.072 0.645 0.856 0.735 e = standing 0.029 0.780 0.669 0.720 f = sitting 0.000 1.000 0.992 0.996 g = running 0.013 0.909 0.866 0.887 h = walking ------------------------------------------------------- 0.033 0.829 0.822 0.822 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.007 0.919 0.800 0.855 a = climbingdown 0.062 0.806 0.827 0.817 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.029 0.789 0.732 0.759 d = lying 0.057 0.687 0.824 0.749 e = standing 0.035 0.743 0.661 0.700 f = sitting 0.001 0.991 0.958 0.974 g = running 0.015 0.911 0.969 0.939 h = walking ------------------------------------------------------- 0.034 0.831 0.827 0.827 Weighted Avg. >>> Subject: 9 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.013 0.890 0.835 0.862 a = climbingdown 0.018 0.868 0.868 0.868 b = climbingup 0.000 1.000 0.842 0.914 c = jumping 0.011 0.936 0.959 0.947 d = lying 0.084 0.636 0.873 0.736 e = standing 0.021 0.838 0.654 0.735 f = sitting 0.018 0.910 0.825 0.866 g = running 0.021 0.871 0.885 0.878 h = walking ------------------------------------------------------- 0.026 0.853 0.841 0.842 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.013 0.894 0.866 0.880 a = climbingdown 0.010 0.921 0.877 0.899 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.001 0.991 0.951 0.971 d = lying 0.074 0.665 0.888 0.760 e = standing 0.021 0.856 0.748 0.798 f = sitting 0.013 0.937 0.831 0.881 g = running 0.020 0.883 0.926 0.904 h = walking ------------------------------------------------------- 0.022 0.881 0.869 0.871 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.010 0.912 0.856 0.883 a = climbingdown 0.025 0.835 0.906 0.869 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.007 0.959 0.951 0.955 d = lying 0.077 0.661 0.904 0.764 e = standing 0.013 0.900 0.709 0.793 f = sitting 0.013 0.935 0.812 0.870 g = running 0.016 0.902 0.902 0.902 h = walking ------------------------------------------------------- 0.022 0.876 0.862 0.864 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.866 0.898 a = climbingdown 0.018 0.865 0.849 0.857 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.004 0.975 0.951 0.963 d = lying 0.055 0.734 0.904 0.810 e = standing 0.024 0.847 0.787 0.816 f = sitting 0.013 0.939 0.863 0.899 g = running 0.019 0.891 0.934 0.912 h = walking ------------------------------------------------------- 0.020 0.886 0.880 0.881 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.876 0.876 0.876 a = climbingdown 0.026 0.817 0.840 0.828 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.007 0.958 0.934 0.946 d = lying 0.084 0.640 0.896 0.747 e = standing 0.025 0.806 0.627 0.705 f = sitting 0.017 0.914 0.800 0.853 g = running 0.017 0.893 0.893 0.893 h = walking ------------------------------------------------------- 0.027 0.848 0.836 0.837 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.008 0.930 0.825 0.874 a = climbingdown 0.023 0.835 0.867 0.850 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.005 0.967 0.959 0.963 d = lying 0.091 0.620 0.888 0.730 e = standing 0.019 0.846 0.611 0.710 f = sitting 0.013 0.938 0.850 0.892 g = running 0.019 0.890 0.926 0.908 h = walking ------------------------------------------------------- 0.025 0.865 0.848 0.849 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.014 0.885 0.876 0.881 a = climbingdown 0.017 0.871 0.838 0.854 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.959 0.971 d = lying 0.061 0.711 0.904 0.796 e = standing 0.020 0.865 0.762 0.810 f = sitting 0.010 0.952 0.863 0.905 g = running 0.015 0.913 0.943 0.927 h = walking ------------------------------------------------------- 0.019 0.888 0.880 0.881 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.845 0.886 a = climbingdown 0.023 0.832 0.848 0.840 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.075 0.665 0.888 0.760 e = standing 0.024 0.830 0.698 0.759 f = sitting 0.007 0.964 0.830 0.892 g = running 0.024 0.866 0.951 0.906 h = walking ------------------------------------------------------- 0.022 0.874 0.862 0.863 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.924 0.885 0.904 a = climbingdown 0.021 0.850 0.867 0.858 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.005 0.967 0.951 0.959 d = lying 0.062 0.705 0.880 0.783 e = standing 0.023 0.852 0.778 0.813 f = sitting 0.010 0.950 0.836 0.890 g = running 0.015 0.911 0.934 0.922 h = walking ------------------------------------------------------- 0.020 0.884 0.876 0.878 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.015 0.867 0.812 0.839 a = climbingdown 0.023 0.824 0.800 0.812 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.007 0.959 0.959 0.959 d = lying 0.091 0.634 0.944 0.759 e = standing 0.015 0.875 0.611 0.720 f = sitting 0.011 0.942 0.811 0.872 g = running 0.024 0.859 0.909 0.884 h = walking ------------------------------------------------------- 0.026 0.857 0.838 0.839 Weighted Avg. >>> Subject: 10 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.011 0.901 0.859 0.880 a = climbingdown 0.020 0.831 0.831 0.831 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.013 0.929 0.936 0.932 d = lying 0.042 0.782 0.806 0.794 e = standing 0.037 0.787 0.768 0.777 f = sitting 0.003 0.984 0.984 0.984 g = running 0.020 0.891 0.919 0.905 h = walking ------------------------------------------------------- 0.021 0.875 0.875 0.875 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.882 0.904 a = climbingdown 0.018 0.847 0.809 0.828 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.022 0.883 0.904 0.893 d = lying 0.046 0.761 0.791 0.776 e = standing 0.043 0.750 0.720 0.735 f = sitting 0.004 0.976 0.976 0.976 g = running 0.027 0.853 0.887 0.870 h = walking ------------------------------------------------------- 0.025 0.857 0.856 0.856 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.008 0.927 0.894 0.910 a = climbingdown 0.011 0.899 0.798 0.845 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.023 0.877 0.912 0.894 d = lying 0.052 0.731 0.760 0.745 e = standing 0.044 0.737 0.696 0.716 f = sitting 0.004 0.976 0.984 0.980 g = running 0.021 0.887 0.952 0.918 h = walking ------------------------------------------------------- 0.024 0.860 0.860 0.859 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.882 0.904 a = climbingdown 0.025 0.809 0.854 0.831 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.019 0.897 0.904 0.900 d = lying 0.066 0.657 0.682 0.669 e = standing 0.063 0.642 0.632 0.637 f = sitting 0.003 0.984 0.968 0.976 g = running 0.016 0.910 0.895 0.902 h = walking ------------------------------------------------------- 0.029 0.831 0.829 0.830 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.007 0.941 0.941 0.941 a = climbingdown 0.014 0.867 0.730 0.793 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.023 0.876 0.904 0.890 d = lying 0.059 0.721 0.822 0.768 e = standing 0.036 0.777 0.696 0.734 f = sitting 0.001 0.992 0.976 0.984 g = running 0.023 0.878 0.935 0.906 h = walking ------------------------------------------------------- 0.024 0.863 0.861 0.860 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.012 0.895 0.906 0.901 a = climbingdown 0.008 0.918 0.753 0.827 b = climbingup 0.001 0.941 0.842 0.889 c = jumping 0.016 0.912 0.912 0.912 d = lying 0.058 0.720 0.805 0.760 e = standing 0.046 0.733 0.704 0.718 f = sitting 0.006 0.968 0.960 0.964 g = running 0.026 0.863 0.919 0.890 h = walking ------------------------------------------------------- 0.025 0.855 0.852 0.852 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.005 0.950 0.894 0.921 a = climbingdown 0.012 0.899 0.899 0.899 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.934 0.912 0.923 d = lying 0.061 0.702 0.773 0.736 e = standing 0.048 0.718 0.677 0.697 f = sitting 0.003 0.984 0.968 0.976 g = running 0.014 0.921 0.951 0.936 h = walking ------------------------------------------------------- 0.023 0.870 0.868 0.868 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.926 0.882 0.904 a = climbingdown 0.016 0.862 0.843 0.852 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.020 0.891 0.912 0.901 d = lying 0.058 0.699 0.727 0.713 e = standing 0.053 0.694 0.677 0.686 f = sitting 0.006 0.968 0.968 0.968 g = running 0.017 0.904 0.919 0.911 h = walking ------------------------------------------------------- 0.026 0.848 0.847 0.847 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.008 0.924 0.869 0.896 a = climbingdown 0.011 0.900 0.809 0.852 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.913 0.935 0.924 d = lying 0.061 0.696 0.750 0.722 e = standing 0.049 0.709 0.669 0.689 f = sitting 0.001 0.992 0.992 0.992 g = running 0.025 0.870 0.927 0.898 h = walking ------------------------------------------------------- 0.025 0.855 0.854 0.854 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.857 0.929 0.891 a = climbingdown 0.018 0.841 0.784 0.812 b = climbingup 0.001 0.941 0.889 0.914 c = jumping 0.030 0.846 0.927 0.885 d = lying 0.051 0.706 0.656 0.680 e = standing 0.058 0.677 0.677 0.677 f = sitting 0.003 0.984 0.984 0.984 g = running 0.013 0.925 0.902 0.914 h = walking ------------------------------------------------------- 0.028 0.834 0.835 0.834 Weighted Avg. >>> Subject: 11 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.022 0.809 0.742 0.774 a = climbingdown 0.028 0.836 0.870 0.853 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.029 0.855 0.969 0.908 d = lying 0.049 0.752 0.886 0.813 e = standing 0.014 0.881 0.607 0.718 f = sitting 0.001 0.992 0.992 0.992 g = running 0.033 0.820 0.838 0.829 h = walking ------------------------------------------------------- 0.025 0.853 0.849 0.846 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.905 0.691 0.784 a = climbingdown 0.034 0.803 0.836 0.819 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.034 0.819 0.883 0.850 d = lying 0.068 0.675 0.852 0.754 e = standing 0.014 0.878 0.590 0.706 f = sitting 0.004 0.976 0.992 0.984 g = running 0.036 0.822 0.923 0.870 h = walking ------------------------------------------------------- 0.028 0.841 0.830 0.828 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.017 0.838 0.691 0.757 a = climbingdown 0.027 0.845 0.893 0.869 b = climbingup 0.000 1.000 0.722 0.839 c = jumping 0.029 0.848 0.914 0.880 d = lying 0.057 0.716 0.869 0.785 e = standing 0.016 0.865 0.631 0.730 f = sitting 0.007 0.960 0.983 0.971 g = running 0.038 0.799 0.854 0.825 h = walking ------------------------------------------------------- 0.027 0.842 0.836 0.833 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.018 0.848 0.804 0.825 a = climbingdown 0.018 0.885 0.820 0.851 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.041 0.797 0.922 0.855 d = lying 0.043 0.771 0.885 0.824 e = standing 0.015 0.878 0.648 0.745 f = sitting 0.001 0.992 0.992 0.992 g = running 0.034 0.820 0.877 0.848 h = walking ------------------------------------------------------- 0.024 0.858 0.853 0.852 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.017 0.859 0.823 0.840 a = climbingdown 0.030 0.827 0.861 0.843 b = climbingup 0.000 1.000 0.889 0.941 c = jumping 0.026 0.862 0.937 0.898 d = lying 0.053 0.717 0.811 0.762 e = standing 0.029 0.788 0.639 0.706 f = sitting 0.003 0.984 0.992 0.988 g = running 0.023 0.865 0.838 0.852 h = walking ------------------------------------------------------- 0.026 0.846 0.845 0.844 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.018 0.835 0.740 0.785 a = climbingdown 0.026 0.856 0.926 0.890 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.025 0.866 0.913 0.889 d = lying 0.056 0.719 0.861 0.784 e = standing 0.027 0.789 0.615 0.691 f = sitting 0.001 0.992 0.975 0.983 g = running 0.030 0.831 0.831 0.831 h = walking ------------------------------------------------------- 0.026 0.844 0.842 0.840 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.016 0.850 0.708 0.773 a = climbingdown 0.030 0.828 0.869 0.848 b = climbingup 0.001 0.938 0.882 0.909 c = jumping 0.022 0.884 0.961 0.921 d = lying 0.057 0.714 0.861 0.781 e = standing 0.016 0.867 0.639 0.736 f = sitting 0.003 0.984 0.992 0.988 g = running 0.036 0.807 0.845 0.826 h = walking ------------------------------------------------------- 0.026 0.849 0.845 0.842 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.020 0.842 0.833 0.838 a = climbingdown 0.016 0.900 0.885 0.893 b = climbingup 0.000 1.000 0.706 0.828 c = jumping 0.029 0.856 0.984 0.916 d = lying 0.057 0.704 0.820 0.758 e = standing 0.019 0.839 0.598 0.699 f = sitting 0.007 0.959 0.983 0.971 g = running 0.022 0.877 0.884 0.880 h = walking ------------------------------------------------------- 0.024 0.857 0.854 0.851 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.017 0.849 0.760 0.802 a = climbingdown 0.034 0.800 0.820 0.810 b = climbingup 0.000 1.000 0.706 0.828 c = jumping 0.030 0.842 0.921 0.880 d = lying 0.049 0.735 0.820 0.775 e = standing 0.027 0.796 0.639 0.709 f = sitting 0.008 0.952 0.983 0.967 g = running 0.032 0.830 0.868 0.848 h = walking ------------------------------------------------------- 0.028 0.832 0.830 0.828 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.018 0.846 0.802 0.824 a = climbingdown 0.025 0.849 0.828 0.838 b = climbingup 0.002 0.875 0.824 0.848 c = jumping 0.036 0.826 0.969 0.891 d = lying 0.049 0.735 0.820 0.775 e = standing 0.018 0.857 0.639 0.732 f = sitting 0.003 0.983 0.958 0.970 g = running 0.033 0.824 0.868 0.845 h = walking ------------------------------------------------------- 0.026 0.846 0.842 0.840 Weighted Avg. >>> Subject: 12 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.872 0.911 a = climbingdown 0.015 0.891 0.818 0.853 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.984 0.988 d = lying 0.028 0.802 0.669 0.730 e = standing 0.056 0.724 0.861 0.787 f = sitting 0.000 1.000 1.000 1.000 g = running 0.035 0.820 0.919 0.867 h = walking ------------------------------------------------------- 0.020 0.883 0.879 0.878 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.851 0.899 a = climbingdown 0.014 0.903 0.853 0.877 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.052 0.686 0.675 0.681 e = standing 0.058 0.692 0.754 0.722 f = sitting 0.001 0.992 1.000 0.996 g = running 0.028 0.852 0.927 0.888 h = walking ------------------------------------------------------- 0.023 0.868 0.864 0.865 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.003 0.974 0.798 0.877 a = climbingdown 0.013 0.917 0.917 0.917 b = climbingup 0.001 0.947 1.000 0.973 c = jumping 0.003 0.983 0.975 0.979 d = lying 0.047 0.720 0.708 0.714 e = standing 0.051 0.717 0.746 0.731 f = sitting 0.000 1.000 0.992 0.996 g = running 0.028 0.856 0.960 0.905 h = walking ------------------------------------------------------- 0.021 0.879 0.876 0.876 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.008 0.931 0.862 0.895 a = climbingdown 0.018 0.879 0.862 0.870 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.047 0.718 0.700 0.709 e = standing 0.059 0.693 0.779 0.734 f = sitting 0.000 1.000 1.000 1.000 g = running 0.026 0.858 0.879 0.869 h = walking ------------------------------------------------------- 0.023 0.869 0.865 0.866 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.003 0.974 0.809 0.884 a = climbingdown 0.024 0.852 0.899 0.875 b = climbingup 0.000 1.000 0.944 0.971 c = jumping 0.001 0.991 0.942 0.966 d = lying 0.031 0.807 0.767 0.786 e = standing 0.041 0.782 0.852 0.816 f = sitting 0.001 0.992 1.000 0.996 g = running 0.031 0.837 0.911 0.873 h = walking ------------------------------------------------------- 0.019 0.891 0.886 0.887 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.008 0.929 0.830 0.876 a = climbingdown 0.019 0.872 0.872 0.872 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.975 0.983 0.979 d = lying 0.032 0.758 0.600 0.670 e = standing 0.068 0.678 0.828 0.745 f = sitting 0.000 1.000 0.992 0.996 g = running 0.030 0.841 0.895 0.867 h = walking ------------------------------------------------------- 0.023 0.865 0.861 0.860 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.011 0.909 0.851 0.879 a = climbingdown 0.026 0.824 0.817 0.820 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.942 0.958 d = lying 0.028 0.796 0.650 0.716 e = standing 0.067 0.678 0.811 0.739 f = sitting 0.000 1.000 1.000 1.000 g = running 0.036 0.812 0.871 0.840 h = walking ------------------------------------------------------- 0.025 0.858 0.853 0.853 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.008 0.925 0.787 0.851 a = climbingdown 0.026 0.833 0.872 0.852 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.975 0.987 d = lying 0.041 0.721 0.625 0.670 e = standing 0.068 0.660 0.762 0.707 f = sitting 0.000 1.000 0.992 0.996 g = running 0.034 0.820 0.886 0.852 h = walking ------------------------------------------------------- 0.026 0.852 0.847 0.848 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.884 0.817 0.849 a = climbingdown 0.028 0.821 0.844 0.833 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.003 0.983 0.942 0.962 d = lying 0.052 0.684 0.667 0.675 e = standing 0.061 0.681 0.754 0.716 f = sitting 0.001 0.992 0.983 0.987 g = running 0.027 0.847 0.854 0.850 h = walking ------------------------------------------------------- 0.027 0.844 0.840 0.841 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.000 1.000 0.860 0.925 a = climbingdown 0.020 0.868 0.844 0.856 b = climbingup 0.001 0.941 0.941 0.941 c = jumping 0.003 0.983 0.959 0.971 d = lying 0.030 0.786 0.642 0.706 e = standing 0.070 0.686 0.877 0.770 f = sitting 0.001 0.992 0.983 0.987 g = running 0.027 0.855 0.911 0.882 h = walking ------------------------------------------------------- 0.022 0.878 0.870 0.871 Weighted Avg. >>> Subject: 13 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.017 0.831 0.753 0.790 a = climbingdown 0.035 0.789 0.829 0.808 b = climbingup 0.000 1.000 0.850 0.919 c = jumping 0.016 0.900 0.857 0.878 d = lying 0.089 0.610 0.752 0.673 e = standing 0.044 0.692 0.571 0.626 f = sitting 0.001 0.992 0.992 0.992 g = running 0.030 0.831 0.844 0.837 h = walking ------------------------------------------------------- 0.034 0.807 0.801 0.802 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.014 0.857 0.776 0.815 a = climbingdown 0.027 0.823 0.795 0.809 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.908 0.937 0.922 d = lying 0.078 0.659 0.812 0.727 e = standing 0.034 0.755 0.611 0.675 f = sitting 0.000 1.000 0.992 0.996 g = running 0.029 0.838 0.852 0.845 h = walking ------------------------------------------------------- 0.029 0.835 0.830 0.830 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.868 0.694 0.771 a = climbingdown 0.030 0.821 0.863 0.842 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.922 0.937 0.929 d = lying 0.050 0.741 0.774 0.757 e = standing 0.041 0.758 0.746 0.752 f = sitting 0.000 1.000 0.992 0.996 g = running 0.023 0.873 0.914 0.893 h = walking ------------------------------------------------------- 0.025 0.856 0.855 0.854 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.729 0.805 a = climbingdown 0.037 0.779 0.812 0.795 b = climbingup 0.000 1.000 0.950 0.974 c = jumping 0.014 0.918 0.889 0.903 d = lying 0.089 0.617 0.774 0.687 e = standing 0.041 0.709 0.579 0.638 f = sitting 0.001 0.992 1.000 0.996 g = running 0.032 0.826 0.852 0.838 h = walking ------------------------------------------------------- 0.033 0.818 0.811 0.811 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.010 0.886 0.729 0.800 a = climbingdown 0.038 0.786 0.880 0.831 b = climbingup 0.001 0.941 0.842 0.889 c = jumping 0.011 0.932 0.873 0.902 d = lying 0.072 0.667 0.782 0.720 e = standing 0.048 0.696 0.640 0.667 f = sitting 0.000 1.000 0.992 0.996 g = running 0.023 0.866 0.859 0.863 h = walking ------------------------------------------------------- 0.030 0.831 0.825 0.826 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.010 0.867 0.619 0.722 a = climbingdown 0.056 0.696 0.810 0.749 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.921 0.929 0.925 d = lying 0.065 0.687 0.774 0.728 e = standing 0.039 0.748 0.664 0.703 f = sitting 0.000 1.000 0.983 0.992 g = running 0.030 0.832 0.852 0.842 h = walking ------------------------------------------------------- 0.031 0.823 0.817 0.816 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.012 0.862 0.667 0.752 a = climbingdown 0.050 0.730 0.862 0.791 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.021 0.884 0.905 0.894 d = lying 0.063 0.702 0.803 0.749 e = standing 0.034 0.757 0.624 0.684 f = sitting 0.000 1.000 0.992 0.996 g = running 0.030 0.827 0.820 0.824 h = walking ------------------------------------------------------- 0.031 0.824 0.820 0.819 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.899 0.738 0.810 a = climbingdown 0.035 0.778 0.784 0.781 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.018 0.892 0.856 0.873 d = lying 0.064 0.701 0.818 0.755 e = standing 0.035 0.777 0.696 0.734 f = sitting 0.003 0.984 1.000 0.992 g = running 0.035 0.819 0.883 0.850 h = walking ------------------------------------------------------- 0.029 0.835 0.830 0.830 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.009 0.885 0.643 0.745 a = climbingdown 0.052 0.721 0.845 0.778 b = climbingup 0.000 1.000 0.895 0.944 c = jumping 0.017 0.901 0.872 0.886 d = lying 0.081 0.640 0.780 0.703 e = standing 0.044 0.695 0.584 0.635 f = sitting 0.001 0.992 0.975 0.983 g = running 0.032 0.822 0.835 0.828 h = walking ------------------------------------------------------- 0.035 0.807 0.798 0.798 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.013 0.853 0.690 0.763 a = climbingdown 0.041 0.758 0.810 0.783 b = climbingup 0.000 1.000 0.947 0.973 c = jumping 0.011 0.934 0.904 0.919 d = lying 0.063 0.694 0.773 0.731 e = standing 0.046 0.723 0.688 0.705 f = sitting 0.000 1.000 0.992 0.996 g = running 0.035 0.811 0.843 0.826 h = walking ------------------------------------------------------- 0.030 0.826 0.822 0.822 Weighted Avg. >>> Subject: 14 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.019 0.725 0.712 0.718 a = climbingdown 0.026 0.835 0.850 0.843 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.001 0.992 0.992 0.992 d = lying 0.056 0.741 0.893 0.810 e = standing 0.018 0.880 0.715 0.789 f = sitting 0.000 1.000 1.000 1.000 g = running 0.008 0.961 0.947 0.954 h = walking ------------------------------------------------------- 0.018 0.894 0.889 0.889 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.821 0.615 0.703 a = climbingdown 0.035 0.788 0.832 0.809 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.003 0.983 0.967 0.975 d = lying 0.055 0.739 0.868 0.798 e = standing 0.027 0.836 0.748 0.790 f = sitting 0.003 0.983 0.975 0.979 g = running 0.011 0.947 0.962 0.955 h = walking ------------------------------------------------------- 0.020 0.881 0.878 0.877 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.012 0.795 0.673 0.729 a = climbingdown 0.035 0.797 0.879 0.836 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.001 0.992 0.967 0.979 d = lying 0.046 0.770 0.860 0.812 e = standing 0.028 0.835 0.780 0.807 f = sitting 0.000 1.000 0.983 0.992 g = running 0.006 0.969 0.939 0.953 h = walking ------------------------------------------------------- 0.018 0.892 0.889 0.890 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.023 0.630 0.558 0.592 a = climbingdown 0.039 0.759 0.794 0.776 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.000 1.000 0.976 0.988 d = lying 0.047 0.775 0.909 0.837 e = standing 0.016 0.897 0.780 0.835 f = sitting 0.000 1.000 0.983 0.992 g = running 0.009 0.954 0.954 0.954 h = walking ------------------------------------------------------- 0.018 0.884 0.882 0.881 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.015 0.732 0.577 0.645 a = climbingdown 0.048 0.740 0.887 0.807 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.043 0.766 0.785 0.776 e = standing 0.036 0.805 0.805 0.805 f = sitting 0.000 1.000 0.992 0.996 g = running 0.003 0.984 0.938 0.961 h = walking ------------------------------------------------------- 0.020 0.879 0.875 0.875 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.019 0.696 0.615 0.653 a = climbingdown 0.032 0.794 0.802 0.798 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.951 0.975 d = lying 0.055 0.739 0.868 0.798 e = standing 0.025 0.847 0.764 0.803 f = sitting 0.004 0.975 0.983 0.979 g = running 0.008 0.962 0.977 0.969 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.876 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.020 0.717 0.731 0.724 a = climbingdown 0.034 0.783 0.783 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.004 0.974 0.934 0.954 d = lying 0.049 0.761 0.868 0.811 e = standing 0.019 0.882 0.789 0.833 f = sitting 0.000 1.000 0.967 0.983 g = running 0.012 0.940 0.969 0.955 h = walking ------------------------------------------------------- 0.019 0.884 0.880 0.881 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.014 0.773 0.667 0.716 a = climbingdown 0.035 0.791 0.858 0.824 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.000 1.000 0.967 0.983 d = lying 0.043 0.793 0.917 0.851 e = standing 0.016 0.900 0.805 0.850 f = sitting 0.001 0.992 0.983 0.987 g = running 0.006 0.969 0.946 0.957 h = walking ------------------------------------------------------- 0.016 0.904 0.900 0.900 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.014 0.730 0.529 0.614 a = climbingdown 0.044 0.758 0.887 0.817 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.000 1.000 0.959 0.979 d = lying 0.060 0.710 0.810 0.757 e = standing 0.034 0.798 0.746 0.771 f = sitting 0.001 0.991 0.958 0.975 g = running 0.005 0.976 0.954 0.965 h = walking ------------------------------------------------------- 0.022 0.869 0.864 0.864 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.024 0.633 0.608 0.620 a = climbingdown 0.042 0.743 0.792 0.767 b = climbingup 0.000 1.000 0.941 0.970 c = jumping 0.003 0.983 0.934 0.958 d = lying 0.040 0.797 0.876 0.835 e = standing 0.027 0.845 0.803 0.824 f = sitting 0.003 0.983 0.967 0.975 g = running 0.006 0.969 0.954 0.961 h = walking ------------------------------------------------------- 0.020 0.876 0.873 0.874 Weighted Avg. >>> Subject: 15 Run: 0 Fold: 0 FP Rate Precision Recall F-Measure Class 0.022 0.825 0.808 0.816 a = climbingdown 0.028 0.796 0.726 0.759 b = climbingup 0.000 1.000 0.882 0.938 c = jumping 0.019 0.893 0.907 0.900 d = lying 0.039 0.785 0.862 0.822 e = standing 0.012 0.918 0.802 0.856 f = sitting 0.014 0.926 0.947 0.936 g = running 0.043 0.776 0.854 0.813 h = walking ------------------------------------------------------- 0.025 0.851 0.848 0.848 Weighted Avg. Fold: 1 FP Rate Precision Recall F-Measure Class 0.009 0.911 0.727 0.809 a = climbingdown 0.036 0.761 0.761 0.761 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.907 0.907 0.907 d = lying 0.040 0.787 0.910 0.844 e = standing 0.008 0.944 0.802 0.867 f = sitting 0.007 0.962 0.947 0.954 g = running 0.050 0.757 0.885 0.816 h = walking ------------------------------------------------------- 0.023 0.865 0.857 0.857 Weighted Avg. Fold: 2 FP Rate Precision Recall F-Measure Class 0.009 0.909 0.707 0.795 a = climbingdown 0.028 0.806 0.770 0.787 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.014 0.923 0.930 0.927 d = lying 0.044 0.776 0.934 0.848 e = standing 0.004 0.971 0.802 0.878 f = sitting 0.011 0.939 0.932 0.935 g = running 0.050 0.757 0.891 0.819 h = walking ------------------------------------------------------- 0.023 0.870 0.862 0.861 Weighted Avg. Fold: 3 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.818 0.862 a = climbingdown 0.027 0.820 0.805 0.812 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.020 0.885 0.891 0.888 d = lying 0.043 0.775 0.902 0.833 e = standing 0.008 0.944 0.816 0.876 f = sitting 0.008 0.954 0.939 0.947 g = running 0.034 0.820 0.884 0.851 h = walking ------------------------------------------------------- 0.021 0.875 0.871 0.871 Weighted Avg. Fold: 4 FP Rate Precision Recall F-Measure Class 0.013 0.889 0.808 0.847 a = climbingdown 0.024 0.832 0.788 0.809 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.016 0.912 0.969 0.940 d = lying 0.027 0.844 0.885 0.864 e = standing 0.009 0.936 0.824 0.877 f = sitting 0.012 0.932 0.939 0.936 g = running 0.035 0.819 0.915 0.864 h = walking ------------------------------------------------------- 0.019 0.884 0.882 0.882 Weighted Avg. Fold: 5 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.818 0.862 a = climbingdown 0.031 0.791 0.770 0.780 b = climbingup 0.001 0.944 1.000 0.971 c = jumping 0.012 0.932 0.961 0.947 d = lying 0.028 0.848 0.959 0.900 e = standing 0.005 0.964 0.848 0.902 f = sitting 0.005 0.969 0.954 0.962 g = running 0.030 0.841 0.899 0.869 h = walking ------------------------------------------------------- 0.017 0.896 0.894 0.893 Weighted Avg. Fold: 6 FP Rate Precision Recall F-Measure Class 0.016 0.872 0.828 0.850 a = climbingdown 0.021 0.838 0.735 0.783 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.014 0.925 0.961 0.943 d = lying 0.038 0.800 0.918 0.855 e = standing 0.014 0.912 0.824 0.866 f = sitting 0.003 0.984 0.939 0.961 g = running 0.039 0.797 0.884 0.838 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.876 Weighted Avg. Fold: 7 FP Rate Precision Recall F-Measure Class 0.009 0.920 0.808 0.860 a = climbingdown 0.020 0.865 0.850 0.857 b = climbingup 0.000 1.000 0.938 0.968 c = jumping 0.015 0.911 0.883 0.897 d = lying 0.034 0.808 0.861 0.833 e = standing 0.020 0.877 0.856 0.866 f = sitting 0.016 0.910 0.931 0.921 g = running 0.030 0.843 0.915 0.877 h = walking ------------------------------------------------------- 0.021 0.878 0.876 0.876 Weighted Avg. Fold: 8 FP Rate Precision Recall F-Measure Class 0.012 0.900 0.818 0.857 a = climbingdown 0.021 0.842 0.759 0.798 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.027 0.859 0.953 0.904 d = lying 0.042 0.772 0.861 0.814 e = standing 0.009 0.930 0.744 0.827 f = sitting 0.010 0.945 0.916 0.930 g = running 0.044 0.787 0.915 0.846 h = walking ------------------------------------------------------- 0.023 0.864 0.858 0.858 Weighted Avg. Fold: 9 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.808 0.874 a = climbingdown 0.025 0.824 0.795 0.809 b = climbingup 0.000 1.000 1.000 1.000 c = jumping 0.012 0.932 0.969 0.950 d = lying 0.034 0.815 0.902 0.856 e = standing 0.012 0.922 0.848 0.883 f = sitting 0.005 0.968 0.924 0.945 g = running 0.040 0.801 0.907 0.851 h = walking ------------------------------------------------------- 0.019 0.889 0.885 0.885 Weighted Avg.