>> chestforearmhead >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.941 0.706 0.807 a = climbing down 0.057 0.675 0.780 0.724 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.008 0.955 0.976 0.965 d = lying 0.115 0.502 0.570 0.534 e = sitting 0.080 0.320 0.248 0.280 f = standing 0.007 0.960 0.991 0.976 g = running 0.042 0.771 0.817 0.793 h = walking ------------------------------------------------------- 0.047 0.731 0.732 0.728 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.065 0.703 0.949 0.808 a = climbing down 0.115 0.148 0.640 0.241 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.046 0.782 0.776 0.779 d = lying 0.037 0.846 0.957 0.898 e = sitting 0.034 0.814 0.708 0.757 f = standing 0.000 0.998 0.998 0.998 g = running 0.003 0.927 0.162 0.276 h = walking ------------------------------------------------------- 0.033 0.822 0.734 0.721 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.934 0.948 0.941 a = climbing down 0.067 0.679 0.898 0.773 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.015 0.917 0.959 0.938 d = lying 0.040 0.768 0.828 0.797 e = sitting 0.029 0.780 0.749 0.764 f = standing 0.001 0.995 0.900 0.945 g = running 0.011 0.923 0.687 0.788 h = walking ------------------------------------------------------- 0.023 0.866 0.853 0.854 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.035 0.740 0.654 0.695 a = climbing down 0.148 0.534 0.932 0.679 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.003 0.975 0.866 0.917 d = lying 0.117 0.466 0.873 0.607 e = sitting 0.034 0.671 0.485 0.563 f = standing 0.001 0.995 0.748 0.854 g = running 0.007 0.837 0.252 0.388 h = walking ------------------------------------------------------- 0.045 0.772 0.700 0.695 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.104 0.503 0.929 0.652 a = climbing down 0.025 0.813 0.714 0.760 b = climbing up 0.000 0.984 0.834 0.903 c = jumping 0.033 0.769 0.720 0.744 d = lying 0.050 0.714 0.925 0.806 e = sitting 0.052 0.650 0.671 0.660 f = standing 0.004 0.985 0.855 0.916 g = running 0.026 0.687 0.353 0.466 h = walking ------------------------------------------------------- 0.035 0.769 0.742 0.738 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.724 0.884 0.796 a = climbing down 0.061 0.639 0.740 0.686 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.032 0.821 0.830 0.825 d = lying 0.025 0.853 0.886 0.870 e = sitting 0.046 0.728 0.687 0.707 f = standing 0.001 0.995 1.000 0.998 g = running 0.020 0.803 0.533 0.640 h = walking ------------------------------------------------------- 0.031 0.806 0.801 0.798 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.067 0.584 0.718 0.644 a = climbing down 0.060 0.670 0.728 0.698 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.020 0.848 0.802 0.824 d = lying 0.059 0.579 0.549 0.564 e = sitting 0.089 0.560 0.632 0.594 f = standing 0.002 0.992 0.953 0.972 g = running 0.045 0.636 0.468 0.539 h = walking ------------------------------------------------------- 0.047 0.711 0.705 0.704 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.758 0.882 0.815 a = climbing down 0.178 0.508 0.605 0.552 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.056 0.671 0.736 0.702 d = lying 0.022 0.776 0.718 0.746 e = sitting 0.124 0.487 0.708 0.577 f = standing 0.027 0.857 0.970 0.910 g = running 0.006 0.719 0.094 0.167 h = walking ------------------------------------------------------- 0.076 0.665 0.637 0.600 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.984 0.682 0.806 a = climbing down 0.043 0.746 0.852 0.795 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.007 0.957 0.981 0.969 d = lying 0.040 0.742 0.708 0.724 e = sitting 0.059 0.670 0.745 0.706 f = standing 0.000 0.999 0.928 0.962 g = running 0.029 0.839 0.928 0.881 h = walking ------------------------------------------------------- 0.025 0.854 0.844 0.845 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.930 0.747 0.829 a = climbing down 0.076 0.608 0.946 0.740 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.034 0.723 0.482 0.578 d = lying 0.050 0.481 0.237 0.317 e = sitting 0.188 0.415 0.822 0.551 f = standing 0.006 0.969 0.972 0.970 g = running 0.002 0.987 0.701 0.820 h = walking ------------------------------------------------------- 0.050 0.735 0.689 0.683 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.876 0.607 0.717 a = climbing down 0.040 0.594 0.346 0.437 b = climbing up 0.000 1.000 0.881 0.937 c = jumping 0.003 0.957 0.402 0.566 d = lying 0.075 0.570 0.689 0.624 e = sitting 0.135 0.449 0.627 0.523 f = standing 0.004 0.980 0.996 0.988 g = running 0.127 0.547 0.925 0.687 h = walking ------------------------------------------------------- 0.056 0.717 0.661 0.654 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.808 0.738 0.771 a = climbing down 0.093 0.581 0.849 0.690 b = climbing up 0.000 0.994 0.923 0.957 c = jumping 0.003 0.982 0.970 0.976 d = lying 0.101 0.557 0.842 0.671 e = sitting 0.028 0.700 0.382 0.494 f = standing 0.003 0.982 0.999 0.990 g = running 0.012 0.904 0.602 0.723 h = walking ------------------------------------------------------- 0.035 0.801 0.772 0.768 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.902 0.635 0.746 a = climbing down 0.173 0.476 0.852 0.611 b = climbing up 0.000 0.984 0.974 0.979 c = jumping 0.002 0.990 0.879 0.932 d = lying 0.151 0.409 0.867 0.556 e = sitting 0.030 0.534 0.165 0.253 f = standing 0.005 0.974 0.997 0.985 g = running 0.026 0.615 0.253 0.358 h = walking ------------------------------------------------------- 0.054 0.706 0.660 0.636 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.228 0.217 0.932 0.352 a = climbing down 0.030 0.710 0.468 0.564 b = climbing up 0.001 0.976 0.971 0.973 c = jumping 0.009 0.954 0.965 0.960 d = lying 0.079 0.657 0.855 0.743 e = sitting 0.030 0.756 0.517 0.614 f = standing 0.008 0.958 0.991 0.974 g = running 0.001 0.300 0.002 0.005 h = walking ------------------------------------------------------- 0.038 0.690 0.653 0.624 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.771 0.808 0.789 a = climbing down 0.095 0.578 0.790 0.668 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.024 0.876 0.935 0.905 d = lying 0.046 0.721 0.708 0.715 e = sitting 0.051 0.666 0.631 0.648 f = standing 0.000 0.998 0.991 0.994 g = running 0.013 0.876 0.536 0.665 h = walking ------------------------------------------------------- 0.035 0.793 0.779 0.778 Weighted Avg. >> chestforearmshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.016 0.867 0.856 0.861 a = climbing down 0.072 0.658 0.897 0.759 b = climbing up 0.001 0.971 0.912 0.940 c = jumping 0.018 0.886 0.777 0.828 d = lying 0.079 0.528 0.445 0.483 e = sitting 0.128 0.317 0.412 0.358 f = standing 0.005 0.973 0.988 0.981 g = running 0.011 0.915 0.658 0.765 h = walking ------------------------------------------------------- 0.046 0.741 0.716 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.026 0.852 0.947 0.897 a = climbing down 0.048 0.326 0.763 0.457 b = climbing up 0.001 0.974 0.987 0.981 c = jumping 0.104 0.692 0.986 0.813 d = lying 0.001 0.995 0.975 0.985 e = sitting 0.007 0.933 0.500 0.652 f = standing 0.000 0.997 0.995 0.996 g = running 0.005 0.966 0.667 0.789 h = walking ------------------------------------------------------- 0.027 0.881 0.834 0.834 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.958 0.949 a = climbing down 0.051 0.725 0.897 0.802 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.016 0.912 0.970 0.940 d = lying 0.042 0.779 0.956 0.859 e = sitting 0.009 0.935 0.807 0.866 f = standing 0.001 0.996 0.865 0.926 g = running 0.011 0.925 0.744 0.825 h = walking ------------------------------------------------------- 0.019 0.894 0.881 0.882 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.722 0.691 0.706 a = climbing down 0.093 0.635 0.894 0.743 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.955 0.776 0.856 d = lying 0.064 0.639 0.974 0.772 e = sitting 0.031 0.762 0.709 0.735 f = standing 0.000 0.999 0.847 0.917 g = running 0.015 0.847 0.547 0.664 h = walking ------------------------------------------------------- 0.033 0.814 0.783 0.784 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.138 0.454 0.938 0.612 a = climbing down 0.023 0.814 0.715 0.761 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.027 0.832 0.812 0.822 d = lying 0.048 0.711 0.910 0.798 e = sitting 0.040 0.711 0.697 0.704 f = standing 0.002 0.993 0.871 0.928 g = running 0.036 0.360 0.117 0.177 h = walking ------------------------------------------------------- 0.038 0.729 0.724 0.706 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.767 0.901 0.829 a = climbing down 0.074 0.591 0.737 0.656 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.077 0.660 0.828 0.735 d = lying 0.031 0.837 0.967 0.897 e = sitting 0.023 0.774 0.456 0.574 f = standing 0.001 0.995 0.995 0.995 g = running 0.021 0.782 0.487 0.600 h = walking ------------------------------------------------------- 0.036 0.782 0.773 0.763 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.037 0.723 0.771 0.746 a = climbing down 0.049 0.709 0.745 0.727 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.018 0.893 0.819 0.854 d = lying 0.031 0.770 0.744 0.757 e = sitting 0.066 0.654 0.732 0.691 f = standing 0.001 0.994 0.983 0.988 g = running 0.036 0.767 0.698 0.731 h = walking ------------------------------------------------------- 0.032 0.799 0.794 0.796 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.770 0.943 0.848 a = climbing down 0.112 0.557 0.477 0.514 b = climbing up 0.000 1.000 0.011 0.022 c = jumping 0.083 0.486 0.531 0.507 d = lying 0.019 0.840 0.974 0.902 e = sitting 0.131 0.436 0.622 0.513 f = standing 0.032 0.833 0.968 0.895 g = running 0.014 0.836 0.404 0.545 h = walking ------------------------------------------------------- 0.066 0.668 0.644 0.629 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.983 0.710 0.825 a = climbing down 0.030 0.789 0.821 0.805 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.009 0.951 0.977 0.964 d = lying 0.014 0.921 0.945 0.933 e = sitting 0.016 0.879 0.881 0.880 f = standing 0.001 0.997 0.949 0.972 g = running 0.037 0.816 0.967 0.885 h = walking ------------------------------------------------------- 0.015 0.912 0.906 0.905 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.800 0.836 0.818 a = climbing down 0.020 0.755 0.499 0.601 b = climbing up 0.000 1.000 0.751 0.858 c = jumping 0.024 0.844 0.694 0.762 d = lying 0.024 0.832 0.603 0.699 e = sitting 0.105 0.578 0.886 0.699 f = standing 0.010 0.949 0.981 0.964 g = running 0.048 0.792 0.950 0.864 h = walking ------------------------------------------------------- 0.035 0.804 0.786 0.782 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.905 0.692 0.784 a = climbing down 0.047 0.757 0.808 0.781 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.012 0.765 0.241 0.367 d = lying 0.049 0.739 0.927 0.822 e = sitting 0.113 0.458 0.706 0.556 f = standing 0.002 0.988 0.987 0.987 g = running 0.045 0.773 0.884 0.824 h = walking ------------------------------------------------------- 0.037 0.783 0.758 0.744 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.865 0.749 0.803 a = climbing down 0.062 0.678 0.864 0.760 b = climbing up 0.000 1.000 0.869 0.930 c = jumping 0.011 0.935 0.894 0.914 d = lying 0.060 0.705 0.944 0.807 e = sitting 0.020 0.837 0.602 0.701 f = standing 0.006 0.969 0.999 0.984 g = running 0.016 0.900 0.782 0.837 h = walking ------------------------------------------------------- 0.026 0.850 0.836 0.835 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.007 0.918 0.698 0.793 a = climbing down 0.138 0.530 0.910 0.670 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.002 0.988 0.910 0.948 d = lying 0.103 0.539 0.973 0.694 e = sitting 0.017 0.812 0.396 0.532 f = standing 0.001 0.992 1.000 0.996 g = running 0.018 0.761 0.347 0.476 h = walking ------------------------------------------------------- 0.038 0.806 0.751 0.740 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.173 0.234 0.772 0.359 a = climbing down 0.084 0.352 0.306 0.328 b = climbing up 0.006 0.806 0.983 0.886 c = jumping 0.031 0.854 0.941 0.896 d = lying 0.011 0.939 0.958 0.949 e = sitting 0.013 0.915 0.787 0.846 f = standing 0.028 0.863 1.000 0.927 g = running 0.003 0.832 0.072 0.133 h = walking ------------------------------------------------------- 0.035 0.768 0.687 0.661 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.009 0.902 0.731 0.807 a = climbing down 0.152 0.490 0.929 0.642 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.025 0.868 0.918 0.892 d = lying 0.018 0.881 0.773 0.824 e = sitting 0.042 0.752 0.797 0.774 f = standing 0.000 0.998 0.996 0.997 g = running 0.007 0.879 0.278 0.422 h = walking ------------------------------------------------------- 0.035 0.831 0.782 0.773 Weighted Avg. >> chestforearmthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.744 0.837 a = climbing down 0.092 0.632 0.959 0.762 b = climbing up 0.000 1.000 0.660 0.795 c = jumping 0.013 0.874 0.485 0.624 d = lying 0.068 0.380 0.330 0.353 e = sitting 0.172 0.330 0.516 0.402 f = standing 0.010 0.947 0.997 0.971 g = running 0.010 0.926 0.679 0.783 h = walking ------------------------------------------------------- 0.050 0.740 0.681 0.688 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.839 0.946 0.889 a = climbing down 0.026 0.390 0.543 0.454 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.051 0.809 0.917 0.859 d = lying 0.016 0.926 0.974 0.949 e = sitting 0.018 0.886 0.687 0.774 f = standing 0.003 0.974 1.000 0.987 g = running 0.013 0.928 0.779 0.847 h = walking ------------------------------------------------------- 0.023 0.876 0.866 0.866 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.008 0.932 0.951 0.942 a = climbing down 0.069 0.671 0.915 0.774 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.052 0.749 0.929 0.830 d = lying 0.026 0.854 0.972 0.909 e = sitting 0.013 0.895 0.660 0.760 f = standing 0.002 0.990 0.887 0.936 g = running 0.011 0.920 0.638 0.754 h = walking ------------------------------------------------------- 0.025 0.865 0.846 0.844 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.068 0.616 0.711 0.660 a = climbing down 0.058 0.731 0.866 0.793 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.902 0.837 0.868 d = lying 0.084 0.579 0.987 0.730 e = sitting 0.021 0.820 0.685 0.747 f = standing 0.001 0.996 0.740 0.849 g = running 0.016 0.846 0.583 0.691 h = walking ------------------------------------------------------- 0.033 0.807 0.772 0.775 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.102 0.518 0.920 0.663 a = climbing down 0.015 0.861 0.614 0.717 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.057 0.664 0.746 0.703 d = lying 0.082 0.617 0.966 0.753 e = sitting 0.040 0.680 0.567 0.618 f = standing 0.002 0.991 0.702 0.822 g = running 0.051 0.569 0.401 0.470 h = walking ------------------------------------------------------- 0.043 0.735 0.695 0.693 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.061 0.671 0.865 0.756 a = climbing down 0.093 0.495 0.626 0.552 b = climbing up 0.000 0.500 0.333 0.400 c = jumping 0.061 0.708 0.753 0.730 d = lying 0.016 0.899 0.947 0.922 e = sitting 0.050 0.667 0.586 0.624 f = standing 0.000 0.998 0.999 0.999 g = running 0.028 0.664 0.339 0.449 h = walking ------------------------------------------------------- 0.043 0.737 0.734 0.725 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.721 0.675 0.697 a = climbing down 0.125 0.510 0.822 0.630 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.025 0.849 0.739 0.790 d = lying 0.024 0.804 0.712 0.756 e = sitting 0.085 0.605 0.767 0.676 f = standing 0.002 0.992 0.962 0.976 g = running 0.026 0.680 0.326 0.440 h = walking ------------------------------------------------------- 0.044 0.749 0.725 0.721 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.095 0.515 0.927 0.662 a = climbing down 0.108 0.554 0.458 0.501 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.078 0.565 0.636 0.599 d = lying 0.022 0.811 0.919 0.862 e = sitting 0.109 0.451 0.554 0.497 f = standing 0.037 0.807 0.960 0.877 g = running 0.019 0.585 0.157 0.248 h = walking ------------------------------------------------------- 0.059 0.536 0.576 0.531 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.980 0.656 0.786 a = climbing down 0.024 0.793 0.697 0.742 b = climbing up 0.000 0.994 0.989 0.991 c = jumping 0.007 0.959 0.971 0.965 d = lying 0.033 0.798 0.903 0.847 e = sitting 0.021 0.867 0.828 0.847 f = standing 0.000 0.998 0.930 0.963 g = running 0.067 0.704 0.958 0.811 h = walking ------------------------------------------------------- 0.021 0.880 0.866 0.865 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.786 0.852 0.818 a = climbing down 0.011 0.836 0.470 0.601 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.048 0.716 0.613 0.661 d = lying 0.030 0.819 0.701 0.755 e = sitting 0.101 0.539 0.730 0.620 f = standing 0.006 0.972 0.998 0.985 g = running 0.053 0.774 0.963 0.858 h = walking ------------------------------------------------------- 0.039 0.784 0.770 0.766 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.843 0.605 0.704 a = climbing down 0.050 0.702 0.689 0.696 b = climbing up 0.000 1.000 0.894 0.944 c = jumping 0.021 0.805 0.506 0.622 d = lying 0.036 0.769 0.834 0.800 e = sitting 0.103 0.531 0.692 0.601 f = standing 0.003 0.983 0.992 0.987 g = running 0.069 0.674 0.855 0.754 h = walking ------------------------------------------------------- 0.042 0.763 0.745 0.743 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.832 0.656 0.733 a = climbing down 0.149 0.481 0.916 0.631 b = climbing up 0.000 1.000 0.792 0.884 c = jumping 0.004 0.977 0.906 0.940 d = lying 0.072 0.611 0.757 0.676 e = sitting 0.052 0.648 0.560 0.601 f = standing 0.006 0.966 0.999 0.982 g = running 0.004 0.939 0.356 0.517 h = walking ------------------------------------------------------- 0.041 0.792 0.736 0.732 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.578 0.716 a = climbing down 0.194 0.432 0.946 0.593 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.994 0.808 0.891 d = lying 0.119 0.476 0.882 0.619 e = sitting 0.049 0.600 0.353 0.445 f = standing 0.003 0.983 1.000 0.991 g = running 0.008 0.723 0.129 0.219 h = walking ------------------------------------------------------- 0.050 0.748 0.671 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.181 0.259 0.915 0.403 a = climbing down 0.012 0.679 0.173 0.276 b = climbing up 0.002 0.902 0.982 0.940 c = jumping 0.021 0.897 0.953 0.924 d = lying 0.128 0.565 0.988 0.718 e = sitting 0.008 0.814 0.189 0.307 f = standing 0.006 0.967 0.998 0.982 g = running 0.039 0.680 0.390 0.495 h = walking ------------------------------------------------------- 0.044 0.740 0.647 0.617 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.798 0.815 a = climbing down 0.099 0.585 0.845 0.692 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.091 0.648 0.828 0.727 d = lying 0.012 0.789 0.325 0.461 e = sitting 0.115 0.437 0.513 0.472 f = standing 0.000 0.998 0.986 0.991 g = running 0.015 0.860 0.529 0.655 h = walking ------------------------------------------------------- 0.052 0.735 0.702 0.695 Weighted Avg. >> chestforearmupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.935 0.815 0.871 a = climbing down 0.035 0.775 0.749 0.762 b = climbing up 0.000 1.000 0.759 0.863 c = jumping 0.015 0.697 0.193 0.302 d = lying 0.092 0.472 0.503 0.487 e = sitting 0.210 0.229 0.395 0.290 f = standing 0.007 0.962 1.000 0.981 g = running 0.043 0.790 0.896 0.840 h = walking ------------------------------------------------------- 0.057 0.698 0.648 0.646 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.029 0.841 0.958 0.896 a = climbing down 0.080 0.206 0.672 0.315 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.001 0.997 0.986 0.991 d = lying 0.010 0.949 0.942 0.945 e = sitting 0.015 0.929 0.946 0.937 f = standing 0.000 0.997 0.997 0.997 g = running 0.005 0.950 0.484 0.641 h = walking ------------------------------------------------------- 0.012 0.924 0.871 0.880 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.954 0.953 a = climbing down 0.027 0.830 0.855 0.843 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.026 0.862 0.985 0.920 d = lying 0.023 0.854 0.858 0.856 e = sitting 0.023 0.847 0.772 0.808 f = standing 0.001 0.996 0.941 0.968 g = running 0.019 0.895 0.879 0.887 h = walking ------------------------------------------------------- 0.017 0.895 0.893 0.893 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.730 0.776 0.752 a = climbing down 0.135 0.538 0.869 0.664 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.955 0.832 0.889 d = lying 0.093 0.518 0.861 0.647 e = sitting 0.037 0.653 0.544 0.593 f = standing 0.000 0.999 0.807 0.893 g = running 0.006 0.845 0.223 0.353 h = walking ------------------------------------------------------- 0.042 0.777 0.719 0.711 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.047 0.687 0.902 0.780 a = climbing down 0.016 0.850 0.638 0.729 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.061 0.664 0.816 0.732 d = lying 0.052 0.714 0.918 0.803 e = sitting 0.039 0.700 0.589 0.640 f = standing 0.001 0.994 0.795 0.883 g = running 0.052 0.699 0.704 0.702 h = walking ------------------------------------------------------- 0.034 0.786 0.767 0.767 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.768 0.914 0.835 a = climbing down 0.052 0.660 0.722 0.690 b = climbing up 0.000 1.000 0.951 0.975 c = jumping 0.014 0.924 0.927 0.925 d = lying 0.022 0.871 0.914 0.892 e = sitting 0.025 0.852 0.807 0.829 f = standing 0.001 0.994 1.000 0.997 g = running 0.023 0.805 0.612 0.695 h = walking ------------------------------------------------------- 0.023 0.852 0.850 0.848 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.017 0.843 0.741 0.789 a = climbing down 0.053 0.657 0.643 0.650 b = climbing up 0.004 0.794 0.992 0.882 c = jumping 0.011 0.939 0.861 0.898 d = lying 0.055 0.596 0.579 0.587 e = sitting 0.081 0.556 0.632 0.591 f = standing 0.001 0.996 0.946 0.970 g = running 0.069 0.638 0.721 0.677 h = walking ------------------------------------------------------- 0.039 0.758 0.748 0.751 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.035 0.734 0.925 0.819 a = climbing down 0.110 0.617 0.624 0.620 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.048 0.622 0.427 0.507 d = lying 0.026 0.767 0.873 0.817 e = sitting 0.150 0.424 0.707 0.530 f = standing 0.028 0.845 0.977 0.906 g = running 0.013 0.824 0.361 0.502 h = walking ------------------------------------------------------- 0.064 0.685 0.653 0.636 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.985 0.744 0.848 a = climbing down 0.027 0.824 0.888 0.855 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.982 0.991 0.987 d = lying 0.047 0.725 0.752 0.738 e = sitting 0.048 0.712 0.730 0.721 f = standing 0.000 0.998 0.941 0.969 g = running 0.025 0.861 0.962 0.909 h = walking ------------------------------------------------------- 0.021 0.874 0.868 0.869 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.935 0.893 0.914 a = climbing down 0.044 0.679 0.897 0.773 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.004 0.975 0.795 0.876 d = lying 0.035 0.627 0.300 0.406 e = sitting 0.155 0.482 0.890 0.626 f = standing 0.002 0.989 0.980 0.985 g = running 0.006 0.961 0.807 0.878 h = walking ------------------------------------------------------- 0.034 0.819 0.782 0.779 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.916 0.650 0.761 a = climbing down 0.050 0.648 0.602 0.624 b = climbing up 0.000 1.000 0.750 0.857 c = jumping 0.006 0.970 0.930 0.949 d = lying 0.074 0.616 0.835 0.709 e = sitting 0.032 0.766 0.572 0.655 f = standing 0.007 0.964 0.997 0.980 g = running 0.073 0.662 0.865 0.750 h = walking ------------------------------------------------------- 0.034 0.802 0.785 0.784 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.764 0.802 0.782 a = climbing down 0.096 0.571 0.810 0.670 b = climbing up 0.000 0.982 0.878 0.927 c = jumping 0.000 0.999 0.991 0.995 d = lying 0.111 0.565 0.917 0.699 e = sitting 0.014 0.768 0.302 0.434 f = standing 0.003 0.985 0.998 0.992 g = running 0.006 0.944 0.572 0.712 h = walking ------------------------------------------------------- 0.034 0.815 0.775 0.765 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.912 0.570 0.702 a = climbing down 0.206 0.472 0.931 0.626 b = climbing up 0.000 1.000 0.979 0.990 c = jumping 0.003 0.984 0.964 0.974 d = lying 0.118 0.495 0.910 0.641 e = sitting 0.014 0.613 0.150 0.241 f = standing 0.003 0.986 1.000 0.993 g = running 0.012 0.671 0.140 0.232 h = walking ------------------------------------------------------- 0.052 0.743 0.690 0.649 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.228 0.214 0.915 0.346 a = climbing down 0.038 0.593 0.348 0.439 b = climbing up 0.002 0.887 0.993 0.937 c = jumping 0.001 0.996 0.903 0.947 d = lying 0.057 0.734 0.854 0.790 e = sitting 0.043 0.700 0.644 0.671 f = standing 0.007 0.961 0.998 0.979 g = running 0.001 0.922 0.083 0.152 h = walking ------------------------------------------------------- 0.036 0.790 0.658 0.643 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.884 0.838 0.860 a = climbing down 0.044 0.749 0.865 0.803 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.030 0.846 0.974 0.906 d = lying 0.055 0.655 0.618 0.636 e = sitting 0.055 0.648 0.590 0.618 f = standing 0.000 0.998 0.989 0.994 g = running 0.012 0.925 0.837 0.879 h = walking ------------------------------------------------------- 0.029 0.819 0.820 0.818 Weighted Avg. >> chestforearmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.687 0.791 a = climbing down 0.063 0.693 0.906 0.785 b = climbing up 0.000 1.000 0.864 0.927 c = jumping 0.011 0.930 0.795 0.857 d = lying 0.046 0.625 0.421 0.503 e = sitting 0.130 0.441 0.663 0.530 f = standing 0.006 0.968 0.970 0.969 g = running 0.018 0.892 0.858 0.874 h = walking ------------------------------------------------------- 0.039 0.787 0.759 0.762 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.031 0.831 0.972 0.896 a = climbing down 0.041 0.310 0.608 0.410 b = climbing up 0.001 0.968 0.987 0.977 c = jumping 0.012 0.950 0.960 0.955 d = lying 0.023 0.897 0.979 0.936 e = sitting 0.009 0.947 0.832 0.886 f = standing 0.003 0.973 0.992 0.983 g = running 0.006 0.963 0.683 0.799 h = walking ------------------------------------------------------- 0.015 0.911 0.888 0.892 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.970 0.961 a = climbing down 0.028 0.823 0.852 0.837 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.032 0.834 0.960 0.893 d = lying 0.033 0.816 0.964 0.884 e = sitting 0.008 0.942 0.767 0.846 f = standing 0.002 0.986 0.864 0.921 g = running 0.020 0.889 0.866 0.877 h = walking ------------------------------------------------------- 0.018 0.896 0.889 0.889 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.057 0.661 0.730 0.694 a = climbing down 0.068 0.708 0.920 0.800 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.024 0.856 0.846 0.851 d = lying 0.080 0.576 0.937 0.713 e = sitting 0.029 0.759 0.641 0.695 f = standing 0.000 0.999 0.733 0.845 g = running 0.007 0.919 0.570 0.703 h = walking ------------------------------------------------------- 0.034 0.806 0.770 0.771 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.048 0.682 0.890 0.773 a = climbing down 0.023 0.828 0.851 0.839 b = climbing up 0.000 1.000 0.954 0.976 c = jumping 0.025 0.839 0.839 0.839 d = lying 0.084 0.607 0.949 0.740 e = sitting 0.032 0.786 0.800 0.793 f = standing 0.001 0.995 0.686 0.812 g = running 0.021 0.842 0.668 0.745 h = walking ------------------------------------------------------- 0.028 0.827 0.795 0.797 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.784 0.897 0.836 a = climbing down 0.076 0.539 0.630 0.581 b = climbing up 0.001 0.952 0.975 0.964 c = jumping 0.030 0.850 0.889 0.869 d = lying 0.015 0.886 0.748 0.811 e = sitting 0.058 0.695 0.754 0.723 f = standing 0.001 0.997 0.995 0.996 g = running 0.035 0.679 0.491 0.570 h = walking ------------------------------------------------------- 0.034 0.788 0.784 0.782 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.877 0.749 0.808 a = climbing down 0.085 0.627 0.889 0.736 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.019 0.866 0.732 0.793 d = lying 0.038 0.705 0.639 0.670 e = sitting 0.091 0.579 0.729 0.646 f = standing 0.002 0.991 0.957 0.974 g = running 0.019 0.856 0.627 0.724 h = walking ------------------------------------------------------- 0.037 0.794 0.770 0.773 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.765 0.933 0.841 a = climbing down 0.096 0.625 0.532 0.575 b = climbing up 0.000 1.000 0.011 0.023 c = jumping 0.056 0.574 0.546 0.560 d = lying 0.026 0.751 0.768 0.760 e = sitting 0.124 0.483 0.703 0.572 f = standing 0.031 0.839 0.972 0.901 g = running 0.031 0.744 0.495 0.594 h = walking ------------------------------------------------------- 0.061 0.681 0.666 0.654 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.846 0.891 a = climbing down 0.027 0.807 0.853 0.829 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.005 0.973 0.979 0.976 d = lying 0.028 0.823 0.770 0.796 e = sitting 0.043 0.763 0.840 0.800 f = standing 0.000 0.999 0.959 0.979 g = running 0.025 0.856 0.890 0.872 h = walking ------------------------------------------------------- 0.018 0.887 0.884 0.885 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.816 0.916 0.863 a = climbing down 0.018 0.792 0.558 0.655 b = climbing up 0.000 1.000 0.546 0.707 c = jumping 0.034 0.819 0.782 0.800 d = lying 0.030 0.620 0.257 0.364 e = sitting 0.143 0.492 0.862 0.626 f = standing 0.019 0.911 0.982 0.945 g = running 0.042 0.802 0.894 0.846 h = walking ------------------------------------------------------- 0.043 0.755 0.740 0.724 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.892 0.729 0.802 a = climbing down 0.050 0.728 0.799 0.762 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.003 0.977 0.710 0.823 d = lying 0.050 0.684 0.769 0.724 e = sitting 0.078 0.622 0.736 0.674 f = standing 0.003 0.982 0.996 0.989 g = running 0.035 0.798 0.853 0.825 h = walking ------------------------------------------------------- 0.032 0.819 0.802 0.805 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.006 0.944 0.807 0.870 a = climbing down 0.052 0.729 0.928 0.817 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.005 0.972 0.989 0.980 d = lying 0.085 0.622 0.924 0.743 e = sitting 0.012 0.872 0.466 0.608 f = standing 0.004 0.976 1.000 0.988 g = running 0.011 0.931 0.814 0.868 h = walking ------------------------------------------------------- 0.023 0.871 0.848 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.958 0.587 0.728 a = climbing down 0.149 0.502 0.926 0.651 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.890 0.940 d = lying 0.146 0.443 0.935 0.601 e = sitting 0.027 0.554 0.174 0.265 f = standing 0.003 0.983 1.000 0.991 g = running 0.016 0.798 0.377 0.512 h = walking ------------------------------------------------------- 0.044 0.761 0.700 0.680 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.189 0.225 0.811 0.353 a = climbing down 0.011 0.725 0.195 0.308 b = climbing up 0.000 1.000 0.982 0.991 c = jumping 0.006 0.968 0.987 0.977 d = lying 0.093 0.642 0.939 0.763 e = sitting 0.012 0.872 0.459 0.601 f = standing 0.019 0.902 0.994 0.945 g = running 0.017 0.840 0.439 0.576 h = walking ------------------------------------------------------- 0.036 0.794 0.689 0.685 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.908 0.820 0.862 a = climbing down 0.032 0.790 0.830 0.809 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.035 0.827 0.946 0.883 d = lying 0.038 0.725 0.707 0.716 e = sitting 0.044 0.748 0.660 0.701 f = standing 0.000 0.998 1.000 0.999 g = running 0.022 0.875 0.904 0.890 h = walking ------------------------------------------------------- 0.026 0.843 0.844 0.842 Weighted Avg. >> chestheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.107 0.500 0.895 0.642 a = climbing down 0.056 0.722 0.863 0.786 b = climbing up 0.000 1.000 0.966 0.983 c = jumping 0.009 0.951 0.983 0.967 d = lying 0.099 0.472 0.450 0.461 e = sitting 0.098 0.298 0.294 0.296 f = standing 0.005 0.959 0.652 0.776 g = running 0.009 0.911 0.536 0.675 h = walking ------------------------------------------------------- 0.051 0.706 0.669 0.669 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.092 0.582 0.942 0.719 a = climbing down 0.055 0.686 0.870 0.767 b = climbing up 0.002 0.920 0.982 0.950 c = jumping 0.076 0.662 0.924 0.772 d = lying 0.002 0.990 0.968 0.979 e = sitting 0.017 0.857 0.560 0.677 f = standing 0.001 0.993 0.986 0.990 g = running 0.006 0.900 0.276 0.423 h = walking ------------------------------------------------------- 0.032 0.824 0.782 0.763 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.014 0.897 0.916 0.906 a = climbing down 0.063 0.684 0.905 0.779 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.003 0.982 0.971 0.976 d = lying 0.041 0.786 0.944 0.858 e = sitting 0.011 0.910 0.843 0.875 f = standing 0.001 0.996 0.886 0.938 g = running 0.011 0.918 0.667 0.772 h = walking ------------------------------------------------------- 0.019 0.890 0.875 0.876 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.010 0.895 0.518 0.657 a = climbing down 0.129 0.580 0.978 0.728 b = climbing up 0.000 1.000 0.953 0.976 c = jumping 0.002 0.986 0.847 0.911 d = lying 0.078 0.590 0.956 0.730 e = sitting 0.024 0.815 0.743 0.777 f = standing 0.002 0.991 0.757 0.858 g = running 0.014 0.867 0.635 0.733 h = walking ------------------------------------------------------- 0.035 0.834 0.777 0.780 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.173 0.400 0.950 0.563 a = climbing down 0.014 0.882 0.774 0.824 b = climbing up 0.000 1.000 0.709 0.829 c = jumping 0.019 0.867 0.753 0.806 d = lying 0.060 0.659 0.900 0.761 e = sitting 0.046 0.663 0.637 0.650 f = standing 0.008 0.972 0.892 0.930 g = running 0.018 0.268 0.037 0.064 h = walking ------------------------------------------------------- 0.040 0.706 0.703 0.675 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.860 0.875 0.867 a = climbing down 0.049 0.707 0.837 0.767 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.051 0.747 0.878 0.808 d = lying 0.025 0.861 0.967 0.911 e = sitting 0.019 0.842 0.591 0.694 f = standing 0.001 0.994 0.993 0.993 g = running 0.018 0.878 0.742 0.804 h = walking ------------------------------------------------------- 0.025 0.849 0.843 0.840 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.098 0.563 0.894 0.691 a = climbing down 0.015 0.871 0.626 0.729 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.015 0.889 0.890 0.889 d = lying 0.033 0.786 0.807 0.796 e = sitting 0.041 0.756 0.739 0.747 f = standing 0.003 0.984 0.981 0.982 g = running 0.026 0.795 0.613 0.692 h = walking ------------------------------------------------------- 0.031 0.819 0.799 0.800 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.689 0.873 0.770 a = climbing down 0.090 0.653 0.548 0.596 b = climbing up 0.000 1.000 0.678 0.808 c = jumping 0.065 0.613 0.685 0.647 d = lying 0.023 0.812 0.970 0.884 e = sitting 0.093 0.569 0.719 0.635 f = standing 0.024 0.855 0.855 0.855 g = running 0.013 0.886 0.581 0.702 h = walking ------------------------------------------------------- 0.054 0.723 0.709 0.707 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.961 0.710 0.817 a = climbing down 0.046 0.724 0.880 0.794 b = climbing up 0.000 0.977 1.000 0.988 c = jumping 0.010 0.943 0.978 0.960 d = lying 0.049 0.782 0.956 0.860 e = sitting 0.014 0.886 0.831 0.858 f = standing 0.001 0.995 0.804 0.889 g = running 0.021 0.882 0.914 0.898 h = walking ------------------------------------------------------- 0.020 0.888 0.875 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.817 0.849 a = climbing down 0.031 0.758 0.806 0.781 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.011 0.873 0.426 0.573 d = lying 0.028 0.814 0.651 0.723 e = sitting 0.150 0.473 0.856 0.610 f = standing 0.013 0.934 0.981 0.957 g = running 0.018 0.900 0.861 0.880 h = walking ------------------------------------------------------- 0.036 0.815 0.772 0.773 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.825 0.654 0.730 a = climbing down 0.028 0.784 0.575 0.663 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.002 0.965 0.355 0.519 d = lying 0.046 0.775 0.907 0.836 e = sitting 0.095 0.512 0.781 0.619 f = standing 0.003 0.983 0.939 0.960 g = running 0.097 0.656 0.946 0.775 h = walking ------------------------------------------------------- 0.040 0.796 0.751 0.742 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.894 0.727 0.802 a = climbing down 0.053 0.719 0.902 0.800 b = climbing up 0.000 0.983 0.929 0.955 c = jumping 0.005 0.970 0.975 0.973 d = lying 0.050 0.759 0.924 0.834 e = sitting 0.015 0.879 0.665 0.757 f = standing 0.004 0.975 0.997 0.986 g = running 0.017 0.896 0.821 0.857 h = walking ------------------------------------------------------- 0.022 0.875 0.865 0.864 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.878 0.685 0.770 a = climbing down 0.108 0.559 0.878 0.683 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.000 0.998 0.928 0.962 d = lying 0.104 0.643 0.953 0.768 e = sitting 0.017 0.792 0.381 0.515 f = standing 0.003 0.983 0.999 0.991 g = running 0.025 0.787 0.511 0.619 h = walking ------------------------------------------------------- 0.039 0.805 0.772 0.763 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.324 0.653 0.433 a = climbing down 0.128 0.365 0.502 0.422 b = climbing up 0.000 1.000 0.929 0.963 c = jumping 0.008 0.958 0.957 0.957 d = lying 0.011 0.945 0.965 0.955 e = sitting 0.010 0.941 0.912 0.926 f = standing 0.050 0.791 0.998 0.883 g = running 0.002 0.911 0.080 0.146 h = walking ------------------------------------------------------- 0.035 0.803 0.734 0.703 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.885 0.718 0.793 a = climbing down 0.140 0.498 0.915 0.645 b = climbing up 0.000 1.000 0.908 0.952 c = jumping 0.003 0.985 0.949 0.967 d = lying 0.024 0.845 0.786 0.814 e = sitting 0.039 0.776 0.866 0.819 f = standing 0.003 0.986 0.973 0.979 g = running 0.014 0.815 0.359 0.498 h = walking ------------------------------------------------------- 0.031 0.836 0.797 0.794 Weighted Avg. >> chestheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.637 0.774 0.699 a = climbing down 0.081 0.672 0.952 0.788 b = climbing up 0.000 1.000 0.810 0.895 c = jumping 0.007 0.961 0.973 0.967 d = lying 0.095 0.316 0.364 0.338 e = sitting 0.080 0.516 0.440 0.475 f = standing 0.007 0.945 0.720 0.817 g = running 0.009 0.930 0.683 0.788 h = walking ------------------------------------------------------- 0.045 0.735 0.711 0.712 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.208 0.383 0.955 0.547 a = climbing down 0.011 0.878 0.594 0.708 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.033 0.763 0.664 0.710 d = lying 0.012 0.927 0.976 0.951 e = sitting 0.057 0.707 0.747 0.726 f = standing 0.002 0.988 0.999 0.994 g = running 0.006 0.640 0.061 0.111 h = walking ------------------------------------------------------- 0.042 0.767 0.713 0.685 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.869 0.883 0.876 a = climbing down 0.083 0.636 0.941 0.759 b = climbing up 0.000 0.983 0.994 0.989 c = jumping 0.011 0.934 0.935 0.935 d = lying 0.016 0.907 0.967 0.936 e = sitting 0.014 0.898 0.909 0.903 f = standing 0.001 0.993 0.924 0.957 g = running 0.012 0.893 0.526 0.662 h = walking ------------------------------------------------------- 0.021 0.884 0.866 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.749 0.583 0.656 a = climbing down 0.093 0.654 0.966 0.780 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.002 0.983 0.885 0.931 d = lying 0.096 0.540 0.975 0.695 e = sitting 0.024 0.816 0.734 0.773 f = standing 0.001 0.996 0.653 0.789 g = running 0.017 0.848 0.644 0.732 h = walking ------------------------------------------------------- 0.034 0.819 0.770 0.772 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.159 0.412 0.945 0.574 a = climbing down 0.012 0.892 0.679 0.771 b = climbing up 0.000 1.000 0.370 0.540 c = jumping 0.029 0.800 0.763 0.781 d = lying 0.055 0.699 0.945 0.804 e = sitting 0.035 0.746 0.685 0.714 f = standing 0.018 0.931 0.866 0.898 g = running 0.020 0.587 0.170 0.263 h = walking ------------------------------------------------------- 0.040 0.754 0.712 0.698 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.778 0.844 0.809 a = climbing down 0.065 0.622 0.745 0.678 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.033 0.825 0.842 0.833 d = lying 0.012 0.916 0.921 0.918 e = sitting 0.037 0.775 0.755 0.765 f = standing 0.001 0.994 0.990 0.992 g = running 0.028 0.802 0.624 0.702 h = walking ------------------------------------------------------- 0.026 0.714 0.715 0.712 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.140 0.457 0.831 0.590 a = climbing down 0.027 0.814 0.721 0.765 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.021 0.843 0.817 0.830 d = lying 0.026 0.819 0.782 0.800 e = sitting 0.053 0.720 0.782 0.750 f = standing 0.003 0.984 0.964 0.974 g = running 0.019 0.710 0.286 0.407 h = walking ------------------------------------------------------- 0.038 0.779 0.749 0.744 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.120 0.405 0.886 0.556 a = climbing down 0.077 0.675 0.521 0.588 b = climbing up 0.000 1.000 0.056 0.107 c = jumping 0.045 0.707 0.716 0.712 d = lying 0.021 0.818 0.906 0.860 e = sitting 0.094 0.559 0.690 0.618 f = standing 0.051 0.717 0.783 0.749 g = running 0.012 0.820 0.333 0.474 h = walking ------------------------------------------------------- 0.059 0.687 0.639 0.628 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.683 0.804 a = climbing down 0.042 0.734 0.896 0.807 b = climbing up 0.000 0.983 0.971 0.977 c = jumping 0.010 0.940 0.987 0.963 d = lying 0.084 0.606 0.923 0.731 e = sitting 0.018 0.884 0.726 0.797 f = standing 0.001 0.994 0.756 0.859 g = running 0.032 0.821 0.883 0.851 h = walking ------------------------------------------------------- 0.024 0.865 0.835 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.900 0.804 0.849 a = climbing down 0.042 0.718 0.895 0.797 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.020 0.815 0.506 0.625 d = lying 0.032 0.807 0.715 0.758 e = sitting 0.121 0.526 0.800 0.635 f = standing 0.010 0.949 0.998 0.972 g = running 0.010 0.933 0.796 0.859 h = walking ------------------------------------------------------- 0.034 0.814 0.787 0.788 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.883 0.550 0.678 a = climbing down 0.027 0.762 0.490 0.597 b = climbing up 0.000 1.000 0.882 0.937 c = jumping 0.006 0.936 0.530 0.677 d = lying 0.037 0.772 0.817 0.794 e = sitting 0.096 0.571 0.793 0.664 f = standing 0.004 0.976 0.990 0.983 g = running 0.125 0.584 0.940 0.720 h = walking ------------------------------------------------------- 0.044 0.784 0.741 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.805 0.717 0.759 a = climbing down 0.097 0.599 0.925 0.727 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.003 0.983 0.974 0.979 d = lying 0.072 0.606 0.745 0.668 e = sitting 0.042 0.687 0.551 0.611 f = standing 0.003 0.981 1.000 0.990 g = running 0.007 0.938 0.549 0.693 h = walking ------------------------------------------------------- 0.033 0.812 0.786 0.784 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.953 0.585 0.725 a = climbing down 0.163 0.451 0.942 0.610 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.001 0.995 0.899 0.945 d = lying 0.125 0.588 0.875 0.703 e = sitting 0.039 0.609 0.325 0.424 f = standing 0.004 0.977 0.991 0.984 g = running 0.012 0.804 0.272 0.406 h = walking ------------------------------------------------------- 0.050 0.761 0.702 0.685 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.136 0.310 0.820 0.450 a = climbing down 0.061 0.483 0.395 0.434 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.007 0.961 0.949 0.955 d = lying 0.145 0.529 0.990 0.690 e = sitting 0.006 0.854 0.195 0.317 f = standing 0.062 0.746 0.992 0.851 g = running 0.018 0.493 0.084 0.144 h = walking ------------------------------------------------------- 0.052 0.666 0.617 0.563 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.773 0.738 0.755 a = climbing down 0.095 0.576 0.774 0.660 b = climbing up 0.000 0.976 0.965 0.971 c = jumping 0.015 0.916 0.929 0.923 d = lying 0.012 0.737 0.247 0.370 e = sitting 0.117 0.537 0.851 0.658 f = standing 0.001 0.995 0.984 0.989 g = running 0.029 0.771 0.556 0.646 h = walking ------------------------------------------------------- 0.042 0.767 0.742 0.730 Weighted Avg. >> chestheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.027 0.783 0.819 0.801 a = climbing down 0.023 0.848 0.767 0.805 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.010 0.942 0.966 0.954 d = lying 0.146 0.379 0.571 0.455 e = sitting 0.064 0.342 0.178 0.234 f = standing 0.006 0.963 0.892 0.926 g = running 0.040 0.802 0.939 0.865 h = walking ------------------------------------------------------- 0.044 0.725 0.728 0.718 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.083 0.618 0.966 0.754 a = climbing down 0.110 0.484 0.735 0.583 b = climbing up 0.001 0.936 1.000 0.967 c = jumping 0.006 0.964 0.992 0.978 d = lying 0.006 0.959 0.885 0.920 e = sitting 0.019 0.888 0.925 0.906 f = standing 0.001 0.995 0.991 0.993 g = running 0.004 0.841 0.126 0.219 h = walking ------------------------------------------------------- 0.029 0.837 0.798 0.768 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.917 0.927 a = climbing down 0.044 0.756 0.888 0.817 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.004 0.974 0.986 0.980 d = lying 0.012 0.920 0.858 0.888 e = sitting 0.021 0.854 0.905 0.879 f = standing 0.002 0.992 0.979 0.986 g = running 0.016 0.906 0.803 0.851 h = walking ------------------------------------------------------- 0.014 0.912 0.908 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.872 0.701 0.777 a = climbing down 0.161 0.519 0.963 0.674 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.962 0.872 0.914 d = lying 0.128 0.413 0.778 0.539 e = sitting 0.044 0.551 0.417 0.475 f = standing 0.001 0.997 0.705 0.826 g = running 0.007 0.821 0.233 0.363 h = walking ------------------------------------------------------- 0.047 0.769 0.685 0.682 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.087 0.551 0.929 0.692 a = climbing down 0.013 0.895 0.777 0.832 b = climbing up 0.000 1.000 0.689 0.816 c = jumping 0.041 0.742 0.805 0.772 d = lying 0.044 0.740 0.881 0.805 e = sitting 0.045 0.693 0.660 0.676 f = standing 0.010 0.962 0.857 0.907 g = running 0.026 0.759 0.485 0.592 h = walking ------------------------------------------------------- 0.033 0.791 0.768 0.768 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.850 0.867 0.859 a = climbing down 0.052 0.679 0.818 0.742 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.013 0.926 0.957 0.941 d = lying 0.020 0.876 0.899 0.887 e = sitting 0.023 0.861 0.803 0.831 f = standing 0.002 0.990 1.000 0.995 g = running 0.024 0.848 0.711 0.774 h = walking ------------------------------------------------------- 0.021 0.871 0.867 0.867 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.813 0.794 0.803 a = climbing down 0.017 0.821 0.506 0.626 b = climbing up 0.030 0.409 0.994 0.579 c = jumping 0.008 0.936 0.916 0.926 d = lying 0.056 0.701 0.678 0.689 e = sitting 0.069 0.600 0.650 0.624 f = standing 0.002 0.986 0.790 0.877 g = running 0.086 0.616 0.869 0.721 h = walking ------------------------------------------------------- 0.037 0.776 0.745 0.748 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.752 0.864 0.804 a = climbing down 0.117 0.634 0.655 0.644 b = climbing up 0.000 1.000 0.068 0.127 c = jumping 0.040 0.732 0.716 0.724 d = lying 0.032 0.729 0.816 0.770 e = sitting 0.100 0.553 0.717 0.624 f = standing 0.036 0.817 0.970 0.887 g = running 0.009 0.885 0.399 0.550 h = walking ------------------------------------------------------- 0.059 0.724 0.700 0.687 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.968 0.716 0.823 a = climbing down 0.034 0.785 0.902 0.839 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.122 0.523 0.788 0.628 e = sitting 0.044 0.657 0.472 0.549 f = standing 0.000 0.998 0.785 0.879 g = running 0.023 0.869 0.931 0.899 h = walking ------------------------------------------------------- 0.033 0.823 0.798 0.799 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.953 0.844 0.895 a = climbing down 0.071 0.572 0.969 0.719 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.001 0.991 0.779 0.872 d = lying 0.058 0.487 0.299 0.370 e = sitting 0.158 0.489 0.768 0.598 f = standing 0.007 0.965 0.978 0.972 g = running 0.001 0.995 0.662 0.795 h = walking ------------------------------------------------------- 0.043 0.785 0.743 0.743 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.937 0.636 0.758 a = climbing down 0.030 0.631 0.356 0.455 b = climbing up 0.000 1.000 0.753 0.859 c = jumping 0.003 0.980 0.933 0.956 d = lying 0.072 0.667 0.776 0.718 e = sitting 0.046 0.676 0.579 0.623 f = standing 0.008 0.956 0.990 0.973 g = running 0.118 0.590 0.943 0.726 h = walking ------------------------------------------------------- 0.042 0.776 0.759 0.751 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.025 0.775 0.768 0.771 a = climbing down 0.073 0.648 0.855 0.737 b = climbing up 0.000 0.982 0.894 0.936 c = jumping 0.001 0.997 0.992 0.994 d = lying 0.105 0.631 0.900 0.742 e = sitting 0.018 0.729 0.331 0.456 f = standing 0.003 0.984 0.998 0.991 g = running 0.009 0.934 0.679 0.787 h = walking ------------------------------------------------------- 0.034 0.820 0.801 0.792 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.930 0.551 0.692 a = climbing down 0.200 0.442 0.883 0.589 b = climbing up 0.000 1.000 0.964 0.982 c = jumping 0.002 0.989 0.974 0.981 d = lying 0.126 0.563 0.892 0.690 e = sitting 0.016 0.396 0.078 0.130 f = standing 0.009 0.948 0.999 0.973 g = running 0.020 0.645 0.199 0.304 h = walking ------------------------------------------------------- 0.057 0.702 0.679 0.637 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.113 0.330 0.832 0.472 a = climbing down 0.136 0.360 0.487 0.414 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.000 1.000 0.910 0.953 d = lying 0.069 0.693 0.848 0.762 e = sitting 0.041 0.681 0.566 0.618 f = standing 0.028 0.872 0.998 0.931 g = running 0.001 0.911 0.040 0.076 h = walking ------------------------------------------------------- 0.047 0.745 0.658 0.622 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.852 0.838 0.845 a = climbing down 0.048 0.717 0.820 0.765 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.013 0.929 0.986 0.957 d = lying 0.065 0.608 0.600 0.604 e = sitting 0.060 0.621 0.605 0.613 f = standing 0.004 0.977 0.988 0.982 g = running 0.017 0.895 0.787 0.838 h = walking ------------------------------------------------------- 0.031 0.808 0.806 0.805 Weighted Avg. >> chestheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.048 0.617 0.667 0.641 a = climbing down 0.056 0.730 0.919 0.814 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.006 0.965 0.983 0.974 d = lying 0.082 0.500 0.474 0.487 e = sitting 0.089 0.515 0.517 0.516 f = standing 0.002 0.981 0.700 0.817 g = running 0.018 0.896 0.901 0.899 h = walking ------------------------------------------------------- 0.043 0.750 0.741 0.740 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.138 0.486 0.962 0.645 a = climbing down 0.045 0.690 0.755 0.721 b = climbing up 0.003 0.896 0.970 0.932 c = jumping 0.018 0.888 0.898 0.893 d = lying 0.021 0.884 0.982 0.931 e = sitting 0.015 0.908 0.794 0.847 f = standing 0.003 0.983 0.982 0.983 g = running 0.006 0.815 0.136 0.232 h = walking ------------------------------------------------------- 0.031 0.823 0.782 0.755 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.948 0.948 0.948 a = climbing down 0.043 0.761 0.897 0.823 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.009 0.945 0.960 0.953 d = lying 0.024 0.858 0.954 0.904 e = sitting 0.009 0.928 0.894 0.911 f = standing 0.003 0.984 0.902 0.941 g = running 0.013 0.917 0.791 0.849 h = walking ------------------------------------------------------- 0.015 0.911 0.905 0.906 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.030 0.768 0.614 0.682 a = climbing down 0.115 0.601 0.969 0.742 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.007 0.949 0.897 0.923 d = lying 0.099 0.512 0.902 0.653 e = sitting 0.025 0.800 0.702 0.748 f = standing 0.001 0.994 0.684 0.810 g = running 0.009 0.891 0.500 0.640 h = walking ------------------------------------------------------- 0.037 0.811 0.752 0.754 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.086 0.545 0.908 0.681 a = climbing down 0.024 0.829 0.871 0.849 b = climbing up 0.000 1.000 0.770 0.870 c = jumping 0.015 0.891 0.811 0.849 d = lying 0.052 0.724 0.927 0.813 e = sitting 0.036 0.764 0.807 0.785 f = standing 0.008 0.972 0.846 0.905 g = running 0.012 0.860 0.433 0.576 h = walking ------------------------------------------------------- 0.028 0.828 0.796 0.794 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.839 0.867 0.853 a = climbing down 0.062 0.609 0.718 0.659 b = climbing up 0.000 0.988 0.958 0.972 c = jumping 0.025 0.861 0.948 0.903 d = lying 0.016 0.871 0.716 0.786 e = sitting 0.053 0.745 0.787 0.765 f = standing 0.002 0.991 0.982 0.986 g = running 0.033 0.787 0.670 0.724 h = walking ------------------------------------------------------- 0.029 0.823 0.817 0.817 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.043 0.721 0.824 0.769 a = climbing down 0.020 0.855 0.741 0.794 b = climbing up 0.000 1.000 0.855 0.922 c = jumping 0.020 0.854 0.866 0.860 d = lying 0.036 0.781 0.717 0.748 e = sitting 0.064 0.656 0.729 0.690 f = standing 0.006 0.972 0.948 0.960 g = running 0.027 0.834 0.854 0.844 h = walking ------------------------------------------------------- 0.030 0.819 0.814 0.815 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.031 0.737 0.944 0.827 a = climbing down 0.077 0.696 0.563 0.622 b = climbing up 0.000 1.000 0.569 0.725 c = jumping 0.038 0.716 0.678 0.697 d = lying 0.026 0.744 0.717 0.730 e = sitting 0.118 0.533 0.772 0.630 f = standing 0.021 0.885 0.953 0.918 g = running 0.030 0.761 0.567 0.650 h = walking ------------------------------------------------------- 0.053 0.725 0.712 0.709 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.938 0.849 0.891 a = climbing down 0.032 0.781 0.902 0.837 b = climbing up 0.000 0.989 0.994 0.992 c = jumping 0.008 0.950 0.982 0.966 d = lying 0.074 0.655 0.809 0.724 e = sitting 0.039 0.765 0.729 0.747 f = standing 0.000 0.998 0.804 0.891 g = running 0.016 0.898 0.866 0.882 h = walking ------------------------------------------------------- 0.025 0.861 0.848 0.850 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.870 0.869 0.870 a = climbing down 0.033 0.761 0.890 0.820 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.016 0.879 0.688 0.772 d = lying 0.043 0.509 0.247 0.332 e = sitting 0.171 0.473 0.802 0.595 f = standing 0.014 0.927 0.977 0.951 g = running 0.007 0.953 0.788 0.863 h = walking ------------------------------------------------------- 0.045 0.766 0.746 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.876 0.737 0.800 a = climbing down 0.033 0.787 0.685 0.733 b = climbing up 0.000 1.000 0.875 0.933 c = jumping 0.000 0.997 0.662 0.796 d = lying 0.040 0.735 0.744 0.739 e = sitting 0.088 0.594 0.785 0.676 f = standing 0.005 0.971 0.995 0.983 g = running 0.061 0.741 0.912 0.818 h = walking ------------------------------------------------------- 0.035 0.817 0.794 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.965 0.782 0.864 a = climbing down 0.051 0.739 0.932 0.824 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.004 0.979 0.987 0.983 d = lying 0.078 0.662 0.913 0.768 e = sitting 0.015 0.848 0.506 0.634 f = standing 0.002 0.989 1.000 0.995 g = running 0.014 0.916 0.837 0.875 h = walking ------------------------------------------------------- 0.023 0.874 0.857 0.854 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.980 0.626 0.764 a = climbing down 0.128 0.515 0.916 0.659 b = climbing up 0.000 0.979 0.989 0.984 c = jumping 0.000 0.998 0.930 0.963 d = lying 0.152 0.545 0.941 0.690 e = sitting 0.018 0.564 0.129 0.211 f = standing 0.005 0.970 0.997 0.983 g = running 0.019 0.822 0.480 0.606 h = walking ------------------------------------------------------- 0.048 0.764 0.724 0.697 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.138 0.283 0.763 0.413 a = climbing down 0.050 0.469 0.298 0.364 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.002 0.987 0.981 0.984 d = lying 0.101 0.638 0.948 0.763 e = sitting 0.010 0.892 0.440 0.589 f = standing 0.032 0.849 0.990 0.914 g = running 0.006 0.934 0.431 0.590 h = walking ------------------------------------------------------- 0.040 0.774 0.700 0.694 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.876 0.813 0.843 a = climbing down 0.039 0.749 0.795 0.771 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.006 0.966 0.961 0.964 d = lying 0.036 0.738 0.708 0.722 e = sitting 0.045 0.734 0.767 0.750 f = standing 0.003 0.986 0.992 0.989 g = running 0.026 0.860 0.871 0.865 h = walking ------------------------------------------------------- 0.023 0.854 0.853 0.853 Weighted Avg. >> chestshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.102 0.523 0.868 0.652 a = climbing down 0.100 0.633 0.946 0.758 b = climbing up 0.002 0.889 0.980 0.932 c = jumping 0.014 0.927 0.969 0.947 d = lying 0.077 0.306 0.269 0.286 e = sitting 0.088 0.421 0.422 0.422 f = standing 0.004 0.970 0.732 0.835 g = running 0.002 0.969 0.290 0.446 h = walking ------------------------------------------------------- 0.050 0.712 0.661 0.645 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.748 0.927 0.828 a = climbing down 0.011 0.914 0.837 0.874 b = climbing up 0.000 1.000 0.952 0.975 c = jumping 0.129 0.581 0.984 0.730 d = lying 0.001 0.994 0.990 0.992 e = sitting 0.003 0.936 0.265 0.413 f = standing 0.002 0.987 1.000 0.993 g = running 0.020 0.871 0.766 0.815 h = walking ------------------------------------------------------- 0.030 0.864 0.822 0.805 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.011 0.914 0.920 0.917 a = climbing down 0.070 0.663 0.934 0.775 b = climbing up 0.000 0.989 1.000 0.994 c = jumping 0.010 0.942 0.972 0.957 d = lying 0.029 0.841 0.977 0.904 e = sitting 0.005 0.964 0.927 0.945 f = standing 0.002 0.991 0.861 0.922 g = running 0.011 0.910 0.603 0.725 h = walking ------------------------------------------------------- 0.018 0.897 0.881 0.879 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.022 0.803 0.588 0.679 a = climbing down 0.067 0.712 0.951 0.814 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.010 0.925 0.802 0.859 d = lying 0.073 0.654 0.990 0.788 e = sitting 0.025 0.810 0.771 0.790 f = standing 0.001 0.995 0.757 0.860 g = running 0.026 0.813 0.776 0.794 h = walking ------------------------------------------------------- 0.030 0.831 0.805 0.805 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.170 0.406 0.943 0.568 a = climbing down 0.010 0.909 0.731 0.811 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.024 0.841 0.810 0.825 d = lying 0.052 0.698 0.937 0.800 e = sitting 0.033 0.751 0.697 0.723 f = standing 0.005 0.981 0.873 0.924 g = running 0.029 0.181 0.037 0.061 h = walking ------------------------------------------------------- 0.039 0.709 0.715 0.689 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.816 0.834 0.825 a = climbing down 0.068 0.608 0.737 0.666 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.091 0.638 0.856 0.731 d = lying 0.015 0.903 0.977 0.939 e = sitting 0.024 0.743 0.406 0.525 f = standing 0.001 0.993 0.986 0.989 g = running 0.032 0.791 0.654 0.716 h = walking ------------------------------------------------------- 0.032 0.686 0.681 0.674 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.080 0.596 0.871 0.708 a = climbing down 0.037 0.755 0.732 0.744 b = climbing up 0.000 1.000 0.932 0.965 c = jumping 0.032 0.813 0.790 0.802 d = lying 0.017 0.871 0.805 0.836 e = sitting 0.062 0.661 0.726 0.692 f = standing 0.004 0.979 0.984 0.981 g = running 0.011 0.901 0.583 0.708 h = walking ------------------------------------------------------- 0.032 0.809 0.790 0.791 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.113 0.469 0.941 0.626 a = climbing down 0.068 0.699 0.521 0.597 b = climbing up 0.000 1.000 0.006 0.011 c = jumping 0.047 0.562 0.411 0.475 d = lying 0.024 0.805 0.967 0.879 e = sitting 0.130 0.490 0.746 0.591 f = standing 0.035 0.771 0.731 0.750 g = running 0.021 0.765 0.403 0.528 h = walking ------------------------------------------------------- 0.062 0.665 0.622 0.609 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.950 0.732 0.827 a = climbing down 0.024 0.820 0.806 0.813 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.022 0.890 0.982 0.934 d = lying 0.043 0.771 0.971 0.859 e = sitting 0.009 0.917 0.798 0.853 f = standing 0.001 0.996 0.808 0.892 g = running 0.043 0.799 0.959 0.872 h = walking ------------------------------------------------------- 0.020 0.885 0.872 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.784 0.859 0.820 a = climbing down 0.008 0.872 0.438 0.583 b = climbing up 0.000 0.993 0.968 0.981 c = jumping 0.008 0.937 0.694 0.797 d = lying 0.014 0.915 0.787 0.846 e = sitting 0.086 0.628 0.916 0.745 f = standing 0.008 0.961 0.997 0.978 g = running 0.056 0.757 0.936 0.837 h = walking ------------------------------------------------------- 0.029 0.844 0.821 0.816 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.811 0.671 0.734 a = climbing down 0.039 0.794 0.864 0.827 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.014 0.782 0.305 0.439 d = lying 0.022 0.871 0.939 0.904 e = sitting 0.107 0.492 0.808 0.612 f = standing 0.003 0.983 0.934 0.958 g = running 0.044 0.796 0.883 0.837 h = walking ------------------------------------------------------- 0.033 0.804 0.782 0.773 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.847 0.690 0.760 a = climbing down 0.088 0.623 0.946 0.751 b = climbing up 0.000 1.000 0.858 0.924 c = jumping 0.009 0.944 0.880 0.911 d = lying 0.046 0.736 0.866 0.796 e = sitting 0.038 0.748 0.681 0.713 f = standing 0.005 0.976 0.998 0.987 g = running 0.008 0.938 0.646 0.765 h = walking ------------------------------------------------------- 0.028 0.840 0.818 0.819 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.894 0.658 0.758 a = climbing down 0.160 0.464 0.954 0.624 b = climbing up 0.000 0.989 0.946 0.967 c = jumping 0.002 0.990 0.924 0.956 d = lying 0.092 0.677 0.970 0.798 e = sitting 0.015 0.842 0.461 0.596 f = standing 0.004 0.975 0.997 0.986 g = running 0.009 0.826 0.238 0.369 h = walking ------------------------------------------------------- 0.040 0.814 0.751 0.733 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.066 0.423 0.679 0.521 a = climbing down 0.141 0.277 0.370 0.317 b = climbing up 0.001 0.970 0.952 0.961 c = jumping 0.017 0.906 0.879 0.893 d = lying 0.031 0.841 0.990 0.909 e = sitting 0.013 0.910 0.780 0.840 f = standing 0.043 0.814 0.998 0.897 g = running 0.013 0.815 0.264 0.399 h = walking ------------------------------------------------------- 0.040 0.757 0.716 0.706 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.888 0.670 0.763 a = climbing down 0.132 0.516 0.903 0.657 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.015 0.919 0.938 0.928 d = lying 0.015 0.834 0.533 0.651 e = sitting 0.074 0.650 0.870 0.744 f = standing 0.000 0.999 0.959 0.979 g = running 0.025 0.754 0.420 0.539 h = walking ------------------------------------------------------- 0.037 0.802 0.764 0.760 Weighted Avg. >> chestshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.793 0.911 0.848 a = climbing down 0.030 0.837 0.887 0.861 b = climbing up 0.002 0.880 0.912 0.896 c = jumping 0.013 0.913 0.766 0.833 d = lying 0.083 0.439 0.401 0.419 e = sitting 0.125 0.328 0.413 0.365 f = standing 0.005 0.969 0.895 0.931 g = running 0.012 0.930 0.862 0.895 h = walking ------------------------------------------------------- 0.040 0.758 0.740 0.746 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.025 0.839 0.963 0.897 a = climbing down 0.052 0.697 0.876 0.776 b = climbing up 0.006 0.768 0.969 0.857 c = jumping 0.006 0.966 0.995 0.980 d = lying 0.001 0.994 0.977 0.985 e = sitting 0.005 0.970 0.954 0.962 f = standing 0.001 0.996 0.960 0.978 g = running 0.010 0.921 0.627 0.746 h = walking ------------------------------------------------------- 0.013 0.916 0.907 0.905 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.950 0.930 0.940 a = climbing down 0.031 0.804 0.870 0.836 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.932 0.988 0.959 d = lying 0.026 0.851 0.956 0.901 e = sitting 0.007 0.953 0.865 0.907 f = standing 0.001 0.995 0.919 0.955 g = running 0.019 0.893 0.849 0.871 h = walking ------------------------------------------------------- 0.014 0.916 0.912 0.913 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.015 0.869 0.681 0.763 a = climbing down 0.120 0.585 0.951 0.724 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.005 0.962 0.806 0.877 d = lying 0.051 0.734 0.961 0.832 e = sitting 0.031 0.743 0.719 0.731 f = standing 0.001 0.998 0.884 0.937 g = running 0.011 0.865 0.478 0.616 h = walking ------------------------------------------------------- 0.032 0.835 0.798 0.797 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.141 0.439 0.930 0.597 a = climbing down 0.014 0.879 0.726 0.795 b = climbing up 0.000 1.000 0.960 0.980 c = jumping 0.039 0.763 0.818 0.790 d = lying 0.049 0.708 0.910 0.796 e = sitting 0.040 0.695 0.629 0.661 f = standing 0.001 0.997 0.853 0.919 g = running 0.038 0.411 0.152 0.222 h = walking ------------------------------------------------------- 0.038 0.733 0.717 0.703 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.881 0.869 0.875 a = climbing down 0.062 0.650 0.838 0.732 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.038 0.817 0.953 0.880 d = lying 0.018 0.894 0.967 0.929 e = sitting 0.012 0.908 0.677 0.776 f = standing 0.001 0.994 1.000 0.997 g = running 0.021 0.851 0.667 0.748 h = walking ------------------------------------------------------- 0.023 0.865 0.855 0.854 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.805 0.863 0.833 a = climbing down 0.016 0.863 0.646 0.739 b = climbing up 0.002 0.927 0.965 0.946 c = jumping 0.007 0.959 0.872 0.913 d = lying 0.033 0.786 0.816 0.801 e = sitting 0.046 0.725 0.769 0.746 f = standing 0.002 0.989 0.973 0.981 g = running 0.052 0.737 0.878 0.802 h = walking ------------------------------------------------------- 0.025 0.847 0.839 0.839 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.945 0.860 a = climbing down 0.068 0.711 0.556 0.624 b = climbing up 0.000 1.000 0.028 0.054 c = jumping 0.043 0.653 0.548 0.596 d = lying 0.028 0.779 0.979 0.868 e = sitting 0.119 0.508 0.736 0.601 f = standing 0.040 0.796 0.966 0.873 g = running 0.015 0.877 0.612 0.721 h = walking ------------------------------------------------------- 0.051 0.731 0.712 0.700 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.983 0.761 0.858 a = climbing down 0.026 0.822 0.870 0.846 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.004 0.978 0.998 0.988 d = lying 0.047 0.788 0.945 0.859 e = sitting 0.014 0.887 0.877 0.882 f = standing 0.001 0.996 0.822 0.901 g = running 0.028 0.861 0.965 0.910 h = walking ------------------------------------------------------- 0.017 0.906 0.896 0.896 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.919 0.908 0.913 a = climbing down 0.014 0.828 0.688 0.751 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.990 0.816 0.894 d = lying 0.021 0.853 0.628 0.723 e = sitting 0.097 0.599 0.902 0.720 f = standing 0.004 0.978 0.991 0.984 g = running 0.028 0.866 0.942 0.903 h = walking ------------------------------------------------------- 0.025 0.869 0.848 0.850 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.841 0.712 0.771 a = climbing down 0.040 0.749 0.770 0.760 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.004 0.973 0.915 0.943 d = lying 0.035 0.823 0.912 0.866 e = sitting 0.021 0.826 0.760 0.792 f = standing 0.004 0.976 0.932 0.953 g = running 0.051 0.773 0.892 0.828 h = walking ------------------------------------------------------- 0.025 0.856 0.851 0.852 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.869 0.764 0.813 a = climbing down 0.041 0.770 0.886 0.824 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.001 0.992 0.990 0.991 d = lying 0.051 0.765 0.922 0.836 e = sitting 0.014 0.878 0.674 0.763 f = standing 0.002 0.991 1.000 0.995 g = running 0.014 0.919 0.869 0.893 h = walking ------------------------------------------------------- 0.019 0.888 0.882 0.881 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.924 0.633 0.751 a = climbing down 0.155 0.499 0.939 0.652 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.002 0.988 0.981 0.985 d = lying 0.091 0.663 0.972 0.788 e = sitting 0.005 0.910 0.349 0.505 f = standing 0.003 0.982 0.999 0.990 g = running 0.017 0.790 0.342 0.477 h = walking ------------------------------------------------------- 0.041 0.820 0.762 0.745 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.084 0.366 0.721 0.486 a = climbing down 0.147 0.289 0.395 0.334 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 0.998 0.786 0.879 d = lying 0.010 0.949 0.965 0.957 e = sitting 0.040 0.789 0.965 0.868 f = standing 0.034 0.849 0.998 0.918 g = running 0.000 0.993 0.216 0.354 h = walking ------------------------------------------------------- 0.037 0.804 0.722 0.711 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.923 0.756 0.831 a = climbing down 0.082 0.629 0.929 0.750 b = climbing up 0.000 1.000 0.937 0.968 c = jumping 0.011 0.937 0.967 0.952 d = lying 0.024 0.833 0.718 0.772 e = sitting 0.043 0.760 0.860 0.807 f = standing 0.002 0.990 0.976 0.983 g = running 0.011 0.919 0.673 0.777 h = walking ------------------------------------------------------- 0.024 0.863 0.844 0.845 Weighted Avg. >> chestshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.665 0.852 0.747 a = climbing down 0.046 0.779 0.949 0.855 b = climbing up 0.004 0.815 0.986 0.892 c = jumping 0.012 0.930 0.902 0.916 d = lying 0.063 0.502 0.352 0.413 e = sitting 0.122 0.376 0.511 0.433 f = standing 0.005 0.961 0.683 0.799 g = running 0.009 0.945 0.833 0.885 h = walking ------------------------------------------------------- 0.041 0.749 0.728 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.032 0.801 0.949 0.869 a = climbing down 0.026 0.810 0.828 0.819 b = climbing up 0.011 0.665 0.964 0.787 c = jumping 0.049 0.786 0.989 0.876 d = lying 0.002 0.987 0.983 0.985 e = sitting 0.003 0.980 0.711 0.824 f = standing 0.002 0.989 0.932 0.960 g = running 0.016 0.894 0.754 0.818 h = walking ------------------------------------------------------- 0.018 0.892 0.879 0.878 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.960 0.953 0.956 a = climbing down 0.030 0.810 0.880 0.844 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.010 0.941 0.970 0.955 d = lying 0.037 0.796 0.970 0.874 e = sitting 0.007 0.953 0.906 0.929 f = standing 0.001 0.997 0.840 0.912 g = running 0.017 0.903 0.852 0.877 h = walking ------------------------------------------------------- 0.014 0.914 0.907 0.908 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.824 0.620 0.708 a = climbing down 0.071 0.700 0.961 0.810 b = climbing up 0.000 1.000 0.946 0.972 c = jumping 0.013 0.913 0.818 0.863 d = lying 0.072 0.663 0.978 0.791 e = sitting 0.025 0.803 0.761 0.781 f = standing 0.001 0.993 0.751 0.855 g = running 0.014 0.890 0.794 0.839 h = walking ------------------------------------------------------- 0.029 0.839 0.812 0.813 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.143 0.443 0.925 0.600 a = climbing down 0.020 0.859 0.891 0.874 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.011 0.926 0.867 0.896 d = lying 0.054 0.689 0.929 0.792 e = sitting 0.027 0.802 0.773 0.787 f = standing 0.003 0.990 0.864 0.922 g = running 0.012 0.652 0.128 0.214 h = walking ------------------------------------------------------- 0.032 0.797 0.762 0.741 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.017 0.875 0.874 0.874 a = climbing down 0.070 0.596 0.742 0.661 b = climbing up 0.000 0.994 0.959 0.976 c = jumping 0.055 0.744 0.918 0.822 d = lying 0.018 0.890 0.930 0.909 e = sitting 0.020 0.833 0.591 0.692 f = standing 0.001 0.993 0.995 0.994 g = running 0.030 0.784 0.632 0.700 h = walking ------------------------------------------------------- 0.029 0.825 0.816 0.814 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.033 0.784 0.869 0.824 a = climbing down 0.025 0.842 0.856 0.849 b = climbing up 0.000 1.000 0.839 0.912 c = jumping 0.015 0.903 0.854 0.878 d = lying 0.022 0.848 0.828 0.838 e = sitting 0.048 0.735 0.797 0.765 f = standing 0.005 0.974 0.980 0.977 g = running 0.010 0.931 0.837 0.882 h = walking ------------------------------------------------------- 0.021 0.868 0.863 0.864 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.029 0.783 0.963 0.864 a = climbing down 0.043 0.799 0.561 0.659 b = climbing up 0.000 1.000 0.598 0.748 c = jumping 0.039 0.647 0.523 0.578 d = lying 0.026 0.791 0.946 0.862 e = sitting 0.106 0.545 0.750 0.631 f = standing 0.022 0.877 0.951 0.912 g = running 0.037 0.784 0.755 0.769 h = walking ------------------------------------------------------- 0.044 0.755 0.743 0.738 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.918 0.864 0.890 a = climbing down 0.023 0.833 0.880 0.856 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.010 0.946 0.981 0.963 d = lying 0.045 0.795 0.959 0.869 e = sitting 0.010 0.914 0.866 0.889 f = standing 0.000 0.998 0.823 0.902 g = running 0.017 0.904 0.909 0.906 h = walking ------------------------------------------------------- 0.016 0.907 0.900 0.900 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.024 0.818 0.887 0.851 a = climbing down 0.009 0.885 0.545 0.675 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.007 0.957 0.830 0.889 d = lying 0.020 0.856 0.629 0.725 e = sitting 0.088 0.623 0.919 0.742 f = standing 0.016 0.922 0.985 0.952 g = running 0.042 0.802 0.907 0.851 h = walking ------------------------------------------------------- 0.029 0.844 0.824 0.822 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.860 0.731 0.790 a = climbing down 0.049 0.761 0.889 0.820 b = climbing up 0.000 1.000 0.915 0.955 c = jumping 0.002 0.970 0.441 0.607 d = lying 0.030 0.829 0.927 0.875 e = sitting 0.088 0.544 0.818 0.653 f = standing 0.004 0.977 0.960 0.969 g = running 0.022 0.885 0.882 0.884 h = walking ------------------------------------------------------- 0.028 0.845 0.815 0.812 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.971 0.813 0.885 a = climbing down 0.040 0.777 0.935 0.849 b = climbing up 0.000 1.000 0.884 0.939 c = jumping 0.007 0.959 0.972 0.965 d = lying 0.048 0.766 0.954 0.850 e = sitting 0.011 0.906 0.662 0.765 f = standing 0.004 0.979 0.998 0.989 g = running 0.015 0.915 0.870 0.892 h = walking ------------------------------------------------------- 0.018 0.899 0.889 0.888 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.954 0.654 0.776 a = climbing down 0.121 0.535 0.945 0.683 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.995 0.971 0.983 d = lying 0.116 0.620 0.983 0.761 e = sitting 0.006 0.899 0.309 0.460 f = standing 0.003 0.984 0.999 0.992 g = running 0.013 0.867 0.480 0.618 h = walking ------------------------------------------------------- 0.038 0.836 0.774 0.760 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.265 0.499 0.346 a = climbing down 0.087 0.322 0.285 0.302 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.007 0.964 0.973 0.968 d = lying 0.013 0.935 0.975 0.954 e = sitting 0.006 0.963 0.901 0.931 f = standing 0.050 0.792 1.000 0.884 g = running 0.006 0.942 0.488 0.643 h = walking ------------------------------------------------------- 0.030 0.802 0.766 0.767 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.008 0.933 0.757 0.836 a = climbing down 0.063 0.676 0.903 0.773 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.007 0.962 0.940 0.951 d = lying 0.024 0.825 0.786 0.805 e = sitting 0.038 0.789 0.885 0.834 f = standing 0.001 0.993 0.932 0.962 g = running 0.020 0.876 0.786 0.829 h = walking ------------------------------------------------------- 0.021 0.874 0.861 0.863 Weighted Avg. >> chestthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.841 0.823 0.832 a = climbing down 0.042 0.791 0.936 0.857 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.013 0.861 0.443 0.585 d = lying 0.091 0.335 0.386 0.359 e = sitting 0.167 0.387 0.501 0.437 f = standing 0.007 0.960 0.923 0.941 g = running 0.012 0.929 0.867 0.897 h = walking ------------------------------------------------------- 0.052 0.737 0.701 0.706 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.041 0.761 0.955 0.847 a = climbing down 0.012 0.887 0.691 0.776 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.001 0.995 0.988 0.991 d = lying 0.010 0.941 0.984 0.962 e = sitting 0.004 0.975 0.931 0.953 f = standing 0.001 0.992 1.000 0.996 g = running 0.025 0.856 0.834 0.845 h = walking ------------------------------------------------------- 0.012 0.922 0.918 0.917 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.910 0.931 a = climbing down 0.047 0.746 0.924 0.825 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.021 0.887 0.991 0.936 d = lying 0.025 0.859 0.969 0.910 e = sitting 0.004 0.973 0.860 0.913 f = standing 0.002 0.989 0.884 0.934 g = running 0.014 0.907 0.758 0.826 h = walking ------------------------------------------------------- 0.016 0.907 0.898 0.898 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.790 0.713 0.749 a = climbing down 0.072 0.694 0.924 0.793 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.007 0.954 0.836 0.891 d = lying 0.059 0.703 0.980 0.818 e = sitting 0.028 0.777 0.782 0.780 f = standing 0.000 0.999 0.791 0.883 g = running 0.015 0.871 0.680 0.764 h = walking ------------------------------------------------------- 0.028 0.841 0.818 0.820 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.083 0.558 0.901 0.689 a = climbing down 0.010 0.901 0.633 0.743 b = climbing up 0.000 1.000 0.910 0.953 c = jumping 0.052 0.684 0.761 0.721 d = lying 0.061 0.688 0.962 0.802 e = sitting 0.037 0.722 0.619 0.666 f = standing 0.003 0.986 0.791 0.878 g = running 0.053 0.625 0.515 0.565 h = walking ------------------------------------------------------- 0.037 0.768 0.739 0.740 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.764 0.849 0.804 a = climbing down 0.064 0.604 0.679 0.639 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.008 0.958 0.929 0.943 d = lying 0.013 0.914 0.957 0.935 e = sitting 0.018 0.895 0.889 0.892 f = standing 0.001 0.995 1.000 0.998 g = running 0.039 0.743 0.603 0.666 h = walking ------------------------------------------------------- 0.022 0.734 0.738 0.735 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.039 0.732 0.793 0.761 a = climbing down 0.064 0.666 0.820 0.735 b = climbing up 0.019 0.503 0.994 0.668 c = jumping 0.009 0.943 0.855 0.897 d = lying 0.024 0.824 0.778 0.800 e = sitting 0.054 0.702 0.819 0.756 f = standing 0.002 0.986 0.859 0.918 g = running 0.026 0.785 0.569 0.660 h = walking ------------------------------------------------------- 0.030 0.809 0.791 0.793 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.118 0.454 0.895 0.602 a = climbing down 0.048 0.765 0.530 0.626 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.040 0.658 0.494 0.564 d = lying 0.029 0.765 0.943 0.845 e = sitting 0.123 0.494 0.700 0.579 f = standing 0.042 0.786 0.965 0.866 g = running 0.010 0.843 0.336 0.480 h = walking ------------------------------------------------------- 0.051 0.596 0.608 0.570 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.721 0.830 a = climbing down 0.018 0.858 0.823 0.840 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.003 0.981 0.991 0.986 d = lying 0.078 0.628 0.928 0.749 e = sitting 0.018 0.888 0.761 0.820 f = standing 0.001 0.997 0.794 0.884 g = running 0.046 0.777 0.955 0.857 h = walking ------------------------------------------------------- 0.022 0.882 0.856 0.859 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.011 0.906 0.906 0.906 a = climbing down 0.007 0.912 0.769 0.834 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.002 0.987 0.811 0.890 d = lying 0.027 0.832 0.702 0.761 e = sitting 0.081 0.658 0.909 0.763 f = standing 0.004 0.981 0.998 0.989 g = running 0.019 0.903 0.961 0.931 h = walking ------------------------------------------------------- 0.022 0.885 0.871 0.872 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.916 0.649 0.760 a = climbing down 0.037 0.733 0.679 0.705 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.005 0.973 0.952 0.962 d = lying 0.036 0.791 0.856 0.822 e = sitting 0.026 0.833 0.780 0.806 f = standing 0.006 0.966 0.995 0.980 g = running 0.070 0.706 0.900 0.791 h = walking ------------------------------------------------------- 0.027 0.848 0.839 0.838 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.745 0.728 0.736 a = climbing down 0.099 0.595 0.891 0.714 b = climbing up 0.000 0.981 0.862 0.918 c = jumping 0.001 0.997 0.994 0.995 d = lying 0.065 0.641 0.746 0.689 e = sitting 0.040 0.696 0.589 0.638 f = standing 0.003 0.984 0.998 0.991 g = running 0.006 0.946 0.539 0.686 h = walking ------------------------------------------------------- 0.033 0.815 0.790 0.788 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.002 0.970 0.539 0.693 a = climbing down 0.209 0.419 0.982 0.587 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.986 0.963 0.975 d = lying 0.095 0.641 0.903 0.750 e = sitting 0.020 0.698 0.326 0.444 f = standing 0.004 0.980 1.000 0.990 g = running 0.006 0.824 0.140 0.239 h = walking ------------------------------------------------------- 0.047 0.792 0.710 0.679 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.089 0.383 0.806 0.519 a = climbing down 0.048 0.443 0.256 0.324 b = climbing up 0.000 0.985 0.978 0.981 c = jumping 0.000 0.996 0.460 0.630 d = lying 0.121 0.587 0.992 0.737 e = sitting 0.098 0.309 0.276 0.292 f = standing 0.028 0.873 0.998 0.931 g = running 0.022 0.868 0.685 0.766 h = walking ------------------------------------------------------- 0.052 0.688 0.645 0.631 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.790 0.838 a = climbing down 0.060 0.686 0.858 0.763 b = climbing up 0.000 0.994 0.975 0.984 c = jumping 0.020 0.892 0.968 0.928 d = lying 0.010 0.804 0.277 0.413 e = sitting 0.101 0.608 0.901 0.726 f = standing 0.001 0.997 0.986 0.991 g = running 0.022 0.866 0.765 0.812 h = walking ------------------------------------------------------- 0.032 0.826 0.806 0.793 Weighted Avg. >> chestthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.039 0.697 0.732 0.714 a = climbing down 0.057 0.746 0.970 0.843 b = climbing up 0.000 0.993 0.939 0.965 c = jumping 0.009 0.944 0.870 0.906 d = lying 0.064 0.341 0.273 0.303 e = sitting 0.110 0.519 0.607 0.559 f = standing 0.005 0.966 0.773 0.859 g = running 0.008 0.951 0.867 0.907 h = walking ------------------------------------------------------- 0.041 0.759 0.749 0.749 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.033 0.791 0.952 0.864 a = climbing down 0.019 0.839 0.771 0.803 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.015 0.918 0.944 0.931 d = lying 0.013 0.923 0.972 0.947 e = sitting 0.007 0.955 0.857 0.903 f = standing 0.005 0.974 1.000 0.987 g = running 0.019 0.881 0.799 0.838 h = walking ------------------------------------------------------- 0.015 0.905 0.903 0.902 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.955 0.943 0.949 a = climbing down 0.032 0.809 0.918 0.860 b = climbing up 0.000 0.983 1.000 0.992 c = jumping 0.022 0.872 0.930 0.900 d = lying 0.033 0.815 0.973 0.887 e = sitting 0.012 0.919 0.848 0.882 f = standing 0.003 0.982 0.840 0.905 g = running 0.014 0.919 0.831 0.873 h = walking ------------------------------------------------------- 0.017 0.901 0.894 0.895 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.037 0.737 0.669 0.701 a = climbing down 0.059 0.734 0.945 0.826 b = climbing up 0.000 1.000 0.980 0.990 c = jumping 0.022 0.863 0.849 0.856 d = lying 0.092 0.595 0.985 0.742 e = sitting 0.019 0.836 0.706 0.765 f = standing 0.001 0.997 0.665 0.797 g = running 0.017 0.859 0.705 0.774 h = walking ------------------------------------------------------- 0.032 0.819 0.786 0.786 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.064 0.620 0.859 0.721 a = climbing down 0.018 0.859 0.812 0.834 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.021 0.850 0.790 0.819 d = lying 0.079 0.626 0.959 0.758 e = sitting 0.031 0.796 0.792 0.794 f = standing 0.005 0.978 0.732 0.837 g = running 0.026 0.810 0.634 0.711 h = walking ------------------------------------------------------- 0.030 0.817 0.787 0.790 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.780 0.853 0.815 a = climbing down 0.077 0.527 0.601 0.562 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.035 0.830 0.887 0.858 d = lying 0.011 0.918 0.888 0.903 e = sitting 0.035 0.781 0.738 0.759 f = standing 0.002 0.992 0.990 0.991 g = running 0.043 0.713 0.584 0.642 h = walking ------------------------------------------------------- 0.030 0.693 0.693 0.691 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.801 0.811 0.806 a = climbing down 0.076 0.639 0.861 0.734 b = climbing up 0.000 1.000 0.888 0.941 c = jumping 0.019 0.862 0.741 0.797 d = lying 0.022 0.835 0.754 0.792 e = sitting 0.074 0.643 0.798 0.712 f = standing 0.006 0.968 0.964 0.966 g = running 0.013 0.884 0.587 0.706 h = walking ------------------------------------------------------- 0.033 0.813 0.794 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.089 0.537 0.922 0.679 a = climbing down 0.047 0.763 0.501 0.605 b = climbing up 0.000 1.000 0.034 0.067 c = jumping 0.037 0.667 0.555 0.606 d = lying 0.029 0.757 0.880 0.814 e = sitting 0.119 0.522 0.740 0.612 f = standing 0.027 0.841 0.878 0.859 g = running 0.033 0.745 0.560 0.639 h = walking ------------------------------------------------------- 0.053 0.706 0.672 0.663 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.009 0.931 0.852 0.890 a = climbing down 0.019 0.848 0.829 0.838 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.007 0.961 0.980 0.970 d = lying 0.054 0.713 0.936 0.809 e = sitting 0.015 0.911 0.852 0.881 f = standing 0.001 0.995 0.814 0.895 g = running 0.027 0.853 0.933 0.891 h = walking ------------------------------------------------------- 0.017 0.897 0.886 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.778 0.866 0.819 a = climbing down 0.007 0.908 0.611 0.730 b = climbing up 0.000 1.000 0.898 0.946 c = jumping 0.013 0.920 0.775 0.841 d = lying 0.019 0.865 0.642 0.737 e = sitting 0.095 0.609 0.888 0.722 f = standing 0.016 0.920 0.998 0.958 g = running 0.031 0.840 0.901 0.869 h = walking ------------------------------------------------------- 0.030 0.840 0.819 0.818 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.870 0.711 0.782 a = climbing down 0.047 0.762 0.857 0.807 b = climbing up 0.000 1.000 0.840 0.913 c = jumping 0.004 0.968 0.702 0.814 d = lying 0.020 0.862 0.818 0.839 e = sitting 0.073 0.651 0.864 0.743 f = standing 0.005 0.970 0.995 0.982 g = running 0.030 0.841 0.863 0.852 h = walking ------------------------------------------------------- 0.027 0.850 0.834 0.835 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.959 0.762 0.849 a = climbing down 0.066 0.688 0.950 0.798 b = climbing up 0.000 1.000 0.920 0.959 c = jumping 0.005 0.971 0.982 0.976 d = lying 0.069 0.630 0.803 0.706 e = sitting 0.032 0.773 0.591 0.670 f = standing 0.005 0.972 0.998 0.985 g = running 0.008 0.945 0.761 0.843 h = walking ------------------------------------------------------- 0.026 0.854 0.836 0.837 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.977 0.607 0.749 a = climbing down 0.154 0.475 0.961 0.635 b = climbing up 0.001 0.973 0.989 0.981 c = jumping 0.000 0.999 0.889 0.941 d = lying 0.119 0.601 0.930 0.731 e = sitting 0.030 0.649 0.314 0.423 f = standing 0.006 0.964 0.996 0.980 g = running 0.007 0.893 0.336 0.489 h = walking ------------------------------------------------------- 0.045 0.792 0.727 0.711 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.387 0.776 0.516 a = climbing down 0.025 0.506 0.179 0.265 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.003 0.983 0.981 0.982 d = lying 0.148 0.522 0.991 0.684 e = sitting 0.002 0.958 0.202 0.334 f = standing 0.024 0.881 0.994 0.934 g = running 0.028 0.855 0.813 0.833 h = walking ------------------------------------------------------- 0.040 0.775 0.715 0.681 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.899 0.779 0.834 a = climbing down 0.054 0.687 0.816 0.746 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.018 0.900 0.925 0.913 d = lying 0.011 0.803 0.329 0.466 e = sitting 0.110 0.583 0.868 0.698 f = standing 0.000 0.998 0.955 0.976 g = running 0.030 0.831 0.804 0.817 h = walking ------------------------------------------------------- 0.033 0.820 0.799 0.791 Weighted Avg. >> chestupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.834 0.764 0.798 a = climbing down 0.032 0.830 0.933 0.878 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.008 0.931 0.650 0.766 d = lying 0.071 0.492 0.444 0.467 e = sitting 0.142 0.440 0.593 0.505 f = standing 0.003 0.983 0.898 0.939 g = running 0.016 0.910 0.951 0.930 h = walking ------------------------------------------------------- 0.043 0.775 0.752 0.757 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.042 0.761 0.980 0.857 a = climbing down 0.015 0.867 0.715 0.784 b = climbing up 0.006 0.779 0.988 0.871 c = jumping 0.000 0.997 0.989 0.993 d = lying 0.019 0.894 0.980 0.935 e = sitting 0.003 0.976 0.878 0.924 f = standing 0.002 0.989 0.962 0.975 g = running 0.019 0.884 0.805 0.842 h = walking ------------------------------------------------------- 0.013 0.913 0.907 0.906 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.005 0.963 0.971 0.967 a = climbing down 0.017 0.879 0.841 0.859 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.017 0.907 0.990 0.947 d = lying 0.025 0.851 0.951 0.898 e = sitting 0.007 0.956 0.873 0.913 f = standing 0.002 0.988 0.893 0.938 g = running 0.023 0.882 0.914 0.898 h = walking ------------------------------------------------------- 0.013 0.921 0.918 0.918 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.021 0.839 0.738 0.785 a = climbing down 0.085 0.661 0.952 0.780 b = climbing up 0.000 1.000 0.985 0.992 c = jumping 0.008 0.945 0.858 0.899 d = lying 0.063 0.681 0.933 0.787 e = sitting 0.027 0.772 0.726 0.748 f = standing 0.001 0.998 0.824 0.903 g = running 0.006 0.941 0.631 0.756 h = walking ------------------------------------------------------- 0.028 0.848 0.818 0.820 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.872 0.823 a = climbing down 0.017 0.872 0.838 0.854 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.039 0.761 0.841 0.799 d = lying 0.053 0.717 0.943 0.814 e = sitting 0.032 0.774 0.711 0.742 f = standing 0.003 0.989 0.803 0.886 g = running 0.027 0.836 0.805 0.820 h = walking ------------------------------------------------------- 0.025 0.840 0.827 0.829 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.019 0.851 0.894 0.872 a = climbing down 0.071 0.567 0.694 0.624 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.018 0.906 0.957 0.931 d = lying 0.014 0.893 0.751 0.816 e = sitting 0.046 0.761 0.824 0.791 f = standing 0.002 0.991 1.000 0.995 g = running 0.035 0.761 0.605 0.674 h = walking ------------------------------------------------------- 0.028 0.829 0.823 0.822 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.012 0.903 0.850 0.876 a = climbing down 0.022 0.858 0.857 0.858 b = climbing up 0.004 0.820 0.930 0.871 c = jumping 0.006 0.960 0.848 0.900 d = lying 0.036 0.783 0.736 0.759 e = sitting 0.066 0.648 0.784 0.710 f = standing 0.004 0.982 0.938 0.960 g = running 0.021 0.879 0.935 0.907 h = walking ------------------------------------------------------- 0.023 0.861 0.853 0.855 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.761 0.908 0.828 a = climbing down 0.053 0.771 0.594 0.671 b = climbing up 0.000 1.000 0.201 0.335 c = jumping 0.036 0.670 0.535 0.595 d = lying 0.030 0.731 0.787 0.758 e = sitting 0.123 0.513 0.744 0.607 f = standing 0.026 0.857 0.972 0.911 g = running 0.031 0.800 0.699 0.746 h = walking ------------------------------------------------------- 0.049 0.737 0.719 0.714 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.952 0.851 0.899 a = climbing down 0.020 0.854 0.905 0.878 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.977 0.997 0.987 d = lying 0.074 0.661 0.815 0.730 e = sitting 0.036 0.783 0.732 0.757 f = standing 0.000 0.998 0.836 0.909 g = running 0.019 0.893 0.924 0.908 h = walking ------------------------------------------------------- 0.022 0.876 0.865 0.867 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.015 0.868 0.912 0.890 a = climbing down 0.018 0.806 0.787 0.797 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.003 0.983 0.804 0.885 d = lying 0.034 0.644 0.337 0.443 e = sitting 0.151 0.526 0.860 0.652 f = standing 0.011 0.946 0.990 0.967 g = running 0.014 0.918 0.857 0.886 h = walking ------------------------------------------------------- 0.037 0.813 0.791 0.786 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.901 0.772 0.832 a = climbing down 0.038 0.760 0.802 0.780 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.004 0.979 0.953 0.966 d = lying 0.050 0.715 0.816 0.762 e = sitting 0.033 0.788 0.702 0.743 f = standing 0.006 0.965 0.980 0.973 g = running 0.037 0.815 0.877 0.845 h = walking ------------------------------------------------------- 0.025 0.852 0.848 0.848 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.934 0.848 0.889 a = climbing down 0.044 0.772 0.930 0.844 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.000 0.997 0.995 0.996 d = lying 0.077 0.680 0.950 0.793 e = sitting 0.009 0.897 0.504 0.645 f = standing 0.002 0.991 0.999 0.995 g = running 0.009 0.944 0.828 0.882 h = walking ------------------------------------------------------- 0.021 0.890 0.873 0.869 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.538 0.694 a = climbing down 0.167 0.470 0.949 0.628 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.989 0.963 0.975 d = lying 0.124 0.588 0.952 0.727 e = sitting 0.012 0.585 0.116 0.194 f = standing 0.005 0.972 1.000 0.986 g = running 0.014 0.831 0.362 0.504 h = walking ------------------------------------------------------- 0.047 0.776 0.721 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.093 0.331 0.687 0.447 a = climbing down 0.035 0.587 0.321 0.416 b = climbing up 0.000 0.992 0.926 0.958 c = jumping 0.000 0.998 0.968 0.983 d = lying 0.087 0.672 0.972 0.795 e = sitting 0.009 0.888 0.450 0.597 f = standing 0.039 0.832 1.000 0.909 g = running 0.006 0.962 0.764 0.852 h = walking ------------------------------------------------------- 0.033 0.802 0.763 0.756 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.852 0.882 a = climbing down 0.029 0.804 0.828 0.816 b = climbing up 0.000 0.993 0.943 0.968 c = jumping 0.012 0.935 0.962 0.948 d = lying 0.038 0.707 0.641 0.672 e = sitting 0.050 0.734 0.783 0.757 f = standing 0.001 0.992 0.980 0.986 g = running 0.022 0.882 0.908 0.895 h = walking ------------------------------------------------------- 0.022 0.860 0.860 0.859 Weighted Avg. >> forearmheadshin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.026 0.806 0.798 0.802 a = climbing down 0.066 0.663 0.842 0.742 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.017 0.909 0.987 0.946 d = lying 0.097 0.478 0.450 0.463 e = sitting 0.090 0.313 0.289 0.301 f = standing 0.004 0.977 0.991 0.984 g = running 0.027 0.806 0.645 0.717 h = walking ------------------------------------------------------- 0.046 0.715 0.720 0.714 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.159 0.478 0.914 0.628 a = climbing down 0.025 0.377 0.495 0.428 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.066 0.749 0.958 0.840 d = lying 0.002 0.993 0.968 0.980 e = sitting 0.015 0.904 0.671 0.770 f = standing 0.001 0.995 0.995 0.995 g = running 0.006 0.890 0.220 0.352 h = walking ------------------------------------------------------- 0.038 0.829 0.765 0.746 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.032 0.764 0.913 0.832 a = climbing down 0.096 0.576 0.844 0.685 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.008 0.952 0.959 0.955 d = lying 0.045 0.767 0.916 0.835 e = sitting 0.017 0.867 0.809 0.837 f = standing 0.000 0.998 0.853 0.920 g = running 0.009 0.910 0.480 0.628 h = walking ------------------------------------------------------- 0.027 0.849 0.820 0.818 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.053 0.539 0.400 0.459 a = climbing down 0.128 0.579 0.903 0.705 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.988 0.803 0.886 d = lying 0.059 0.656 0.965 0.781 e = sitting 0.029 0.799 0.781 0.790 f = standing 0.002 0.992 0.811 0.893 g = running 0.017 0.823 0.549 0.658 h = walking ------------------------------------------------------- 0.040 0.783 0.752 0.751 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.122 0.463 0.867 0.604 a = climbing down 0.042 0.720 0.779 0.749 b = climbing up 0.000 1.000 0.636 0.777 c = jumping 0.020 0.848 0.669 0.748 d = lying 0.067 0.627 0.873 0.730 e = sitting 0.068 0.577 0.655 0.613 f = standing 0.008 0.969 0.843 0.902 g = running 0.024 0.558 0.176 0.268 h = walking ------------------------------------------------------- 0.043 0.719 0.692 0.678 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.706 0.850 0.771 a = climbing down 0.084 0.557 0.726 0.630 b = climbing up 0.000 0.992 0.984 0.988 c = jumping 0.044 0.766 0.818 0.791 d = lying 0.043 0.790 0.966 0.869 e = sitting 0.019 0.849 0.602 0.704 f = standing 0.001 0.996 0.998 0.997 g = running 0.017 0.804 0.436 0.565 h = walking ------------------------------------------------------- 0.034 0.794 0.780 0.773 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.110 0.422 0.616 0.501 a = climbing down 0.049 0.715 0.710 0.712 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.014 0.896 0.879 0.888 d = lying 0.034 0.747 0.696 0.720 e = sitting 0.059 0.697 0.766 0.730 f = standing 0.000 0.998 0.962 0.980 g = running 0.042 0.622 0.408 0.493 h = walking ------------------------------------------------------- 0.041 0.745 0.732 0.733 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.838 0.771 0.803 a = climbing down 0.043 0.770 0.498 0.605 b = climbing up 0.000 1.000 0.571 0.727 c = jumping 0.074 0.594 0.750 0.663 d = lying 0.020 0.879 0.969 0.922 e = sitting 0.097 0.525 0.674 0.590 f = standing 0.016 0.907 0.970 0.937 g = running 0.022 0.866 0.860 0.863 h = walking ------------------------------------------------------- 0.041 0.771 0.756 0.753 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.945 0.637 0.761 a = climbing down 0.065 0.646 0.855 0.736 b = climbing up 0.000 0.994 0.977 0.985 c = jumping 0.011 0.939 0.963 0.951 d = lying 0.016 0.910 0.938 0.924 e = sitting 0.018 0.864 0.883 0.873 f = standing 0.001 0.994 0.930 0.961 g = running 0.032 0.810 0.804 0.807 h = walking ------------------------------------------------------- 0.020 0.884 0.871 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.686 0.736 0.710 a = climbing down 0.050 0.647 0.715 0.679 b = climbing up 0.000 1.000 0.895 0.945 c = jumping 0.018 0.743 0.291 0.419 d = lying 0.028 0.825 0.655 0.730 e = sitting 0.169 0.453 0.873 0.596 f = standing 0.007 0.967 0.982 0.974 g = running 0.016 0.906 0.802 0.851 h = walking ------------------------------------------------------- 0.042 0.770 0.725 0.721 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.921 0.599 0.726 a = climbing down 0.043 0.741 0.683 0.711 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.941 0.321 0.479 d = lying 0.055 0.715 0.911 0.801 e = sitting 0.101 0.501 0.743 0.598 f = standing 0.001 0.995 0.985 0.990 g = running 0.083 0.657 0.908 0.762 h = walking ------------------------------------------------------- 0.040 0.793 0.746 0.736 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.860 0.771 0.813 a = climbing down 0.040 0.756 0.817 0.785 b = climbing up 0.001 0.973 0.857 0.911 c = jumping 0.007 0.959 0.966 0.962 d = lying 0.053 0.727 0.932 0.817 e = sitting 0.015 0.873 0.635 0.735 f = standing 0.004 0.977 0.997 0.987 g = running 0.027 0.854 0.865 0.859 h = walking ------------------------------------------------------- 0.022 0.865 0.859 0.857 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.029 0.777 0.819 0.797 a = climbing down 0.063 0.674 0.762 0.715 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.984 0.927 0.954 d = lying 0.084 0.582 0.948 0.721 e = sitting 0.015 0.854 0.497 0.628 f = standing 0.002 0.992 0.997 0.994 g = running 0.040 0.722 0.618 0.666 h = walking ------------------------------------------------------- 0.030 0.816 0.795 0.792 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.246 0.178 0.776 0.290 a = climbing down 0.006 0.895 0.359 0.512 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.951 0.927 0.939 d = lying 0.015 0.920 0.965 0.942 e = sitting 0.010 0.938 0.902 0.920 f = standing 0.036 0.832 1.000 0.908 g = running 0.001 0.810 0.027 0.051 h = walking ------------------------------------------------------- 0.027 0.847 0.704 0.685 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.015 0.832 0.634 0.719 a = climbing down 0.146 0.483 0.869 0.621 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.002 0.987 0.929 0.957 d = lying 0.021 0.876 0.873 0.875 e = sitting 0.032 0.815 0.876 0.844 f = standing 0.000 0.999 0.987 0.993 g = running 0.024 0.683 0.300 0.417 h = walking ------------------------------------------------------- 0.033 0.821 0.793 0.787 Weighted Avg. >> forearmheadthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.909 0.610 0.730 a = climbing down 0.098 0.610 0.938 0.739 b = climbing up 0.000 1.000 0.827 0.905 c = jumping 0.013 0.935 0.972 0.953 d = lying 0.079 0.352 0.344 0.348 e = sitting 0.079 0.476 0.442 0.459 f = standing 0.006 0.966 0.992 0.979 g = running 0.029 0.809 0.658 0.726 h = walking ------------------------------------------------------- 0.042 0.744 0.730 0.727 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.220 0.400 0.922 0.558 a = climbing down 0.010 0.348 0.167 0.225 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.044 0.758 0.679 0.716 d = lying 0.016 0.935 0.981 0.958 e = sitting 0.067 0.685 0.713 0.698 f = standing 0.001 0.994 1.000 0.997 g = running 0.006 0.633 0.052 0.096 h = walking ------------------------------------------------------- 0.054 0.725 0.689 0.648 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.048 0.675 0.891 0.768 a = climbing down 0.079 0.632 0.836 0.720 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.042 0.797 0.932 0.859 d = lying 0.016 0.903 0.925 0.914 e = sitting 0.019 0.831 0.693 0.756 f = standing 0.001 0.994 0.921 0.956 g = running 0.011 0.897 0.487 0.631 h = walking ------------------------------------------------------- 0.028 0.835 0.813 0.809 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.100 0.422 0.481 0.450 a = climbing down 0.087 0.648 0.828 0.727 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.003 0.972 0.810 0.884 d = lying 0.088 0.560 0.979 0.713 e = sitting 0.024 0.810 0.682 0.741 f = standing 0.002 0.989 0.768 0.865 g = running 0.016 0.800 0.460 0.584 h = walking ------------------------------------------------------- 0.043 0.765 0.720 0.725 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.559 0.779 0.651 a = climbing down 0.036 0.738 0.685 0.710 b = climbing up 0.000 0.988 0.536 0.695 c = jumping 0.035 0.725 0.606 0.660 d = lying 0.061 0.680 0.951 0.793 e = sitting 0.061 0.633 0.689 0.660 f = standing 0.010 0.957 0.809 0.877 g = running 0.033 0.749 0.599 0.666 h = walking ------------------------------------------------------- 0.039 0.750 0.730 0.731 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.076 0.604 0.805 0.690 a = climbing down 0.108 0.461 0.624 0.530 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.039 0.787 0.764 0.775 d = lying 0.020 0.876 0.951 0.912 e = sitting 0.044 0.732 0.698 0.715 f = standing 0.000 0.999 0.999 0.999 g = running 0.024 0.635 0.248 0.357 h = walking ------------------------------------------------------- 0.042 0.740 0.732 0.720 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.084 0.419 0.467 0.441 a = climbing down 0.057 0.694 0.724 0.708 b = climbing up 0.000 0.984 0.992 0.988 c = jumping 0.025 0.821 0.799 0.810 d = lying 0.028 0.788 0.709 0.747 e = sitting 0.066 0.677 0.770 0.720 f = standing 0.002 0.992 0.951 0.971 g = running 0.055 0.628 0.551 0.587 h = walking ------------------------------------------------------- 0.043 0.734 0.728 0.730 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.028 0.664 0.620 0.641 a = climbing down 0.053 0.741 0.529 0.617 b = climbing up 0.000 1.000 0.203 0.338 c = jumping 0.049 0.696 0.766 0.729 d = lying 0.029 0.826 0.916 0.869 e = sitting 0.100 0.530 0.710 0.607 f = standing 0.025 0.860 0.961 0.908 g = running 0.021 0.867 0.842 0.855 h = walking ------------------------------------------------------- 0.044 0.751 0.739 0.733 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.963 0.599 0.739 a = climbing down 0.048 0.698 0.818 0.753 b = climbing up 0.000 1.000 0.971 0.986 c = jumping 0.010 0.945 0.976 0.960 d = lying 0.031 0.806 0.878 0.841 e = sitting 0.026 0.846 0.844 0.845 f = standing 0.001 0.997 0.910 0.951 g = running 0.052 0.734 0.850 0.788 h = walking ------------------------------------------------------- 0.023 0.867 0.853 0.854 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.728 0.678 0.702 a = climbing down 0.056 0.642 0.787 0.707 b = climbing up 0.000 1.000 0.879 0.936 c = jumping 0.038 0.579 0.284 0.381 d = lying 0.042 0.777 0.737 0.756 e = sitting 0.132 0.499 0.811 0.618 f = standing 0.006 0.971 0.997 0.984 g = running 0.017 0.899 0.778 0.834 h = walking ------------------------------------------------------- 0.043 0.744 0.730 0.722 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.889 0.483 0.626 a = climbing down 0.037 0.715 0.536 0.613 b = climbing up 0.000 0.993 0.863 0.923 c = jumping 0.005 0.936 0.435 0.593 d = lying 0.049 0.720 0.863 0.785 e = sitting 0.106 0.542 0.746 0.628 f = standing 0.003 0.981 0.988 0.984 g = running 0.119 0.565 0.926 0.702 h = walking ------------------------------------------------------- 0.046 0.769 0.719 0.712 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.808 0.763 0.785 a = climbing down 0.074 0.632 0.843 0.723 b = climbing up 0.000 0.986 0.845 0.910 c = jumping 0.005 0.974 0.961 0.967 d = lying 0.071 0.604 0.721 0.657 e = sitting 0.047 0.668 0.559 0.608 f = standing 0.005 0.973 0.997 0.985 g = running 0.011 0.920 0.695 0.792 h = walking ------------------------------------------------------- 0.032 0.810 0.796 0.797 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.727 0.703 0.715 a = climbing down 0.096 0.584 0.864 0.697 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.002 0.990 0.880 0.932 d = lying 0.092 0.524 0.829 0.642 e = sitting 0.037 0.739 0.499 0.596 f = standing 0.004 0.977 0.995 0.986 g = running 0.020 0.800 0.491 0.609 h = walking ------------------------------------------------------- 0.036 0.784 0.753 0.751 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.200 0.932 0.329 a = climbing down 0.004 0.910 0.286 0.436 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.002 0.988 0.919 0.953 d = lying 0.151 0.525 0.989 0.686 e = sitting 0.010 0.770 0.187 0.301 f = standing 0.003 0.986 0.996 0.991 g = running 0.025 0.082 0.011 0.019 h = walking ------------------------------------------------------- 0.046 0.670 0.592 0.553 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.032 0.710 0.671 0.690 a = climbing down 0.103 0.518 0.654 0.578 b = climbing up 0.000 0.987 1.000 0.994 c = jumping 0.024 0.874 0.895 0.884 d = lying 0.016 0.775 0.375 0.505 e = sitting 0.101 0.577 0.835 0.682 f = standing 0.000 0.999 0.933 0.965 g = running 0.055 0.621 0.523 0.568 h = walking ------------------------------------------------------- 0.047 0.735 0.714 0.710 Weighted Avg. >> forearmheadupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.008 0.931 0.775 0.846 a = climbing down 0.029 0.797 0.715 0.753 b = climbing up 0.000 1.000 0.847 0.917 c = jumping 0.016 0.915 0.963 0.938 d = lying 0.125 0.394 0.502 0.441 e = sitting 0.072 0.296 0.194 0.234 f = standing 0.004 0.976 0.998 0.987 g = running 0.056 0.744 0.910 0.819 h = walking ------------------------------------------------------- 0.043 0.730 0.734 0.727 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.149 0.502 0.944 0.655 a = climbing down 0.059 0.182 0.425 0.255 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.007 0.967 0.989 0.978 d = lying 0.019 0.923 0.934 0.928 e = sitting 0.015 0.920 0.881 0.900 f = standing 0.000 0.997 1.000 0.998 g = running 0.001 0.942 0.088 0.161 h = walking ------------------------------------------------------- 0.030 0.863 0.780 0.748 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.871 0.914 0.892 a = climbing down 0.056 0.709 0.853 0.774 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.009 0.953 0.978 0.965 d = lying 0.016 0.874 0.723 0.791 e = sitting 0.041 0.740 0.849 0.791 f = standing 0.002 0.991 0.976 0.983 g = running 0.015 0.902 0.741 0.814 h = walking ------------------------------------------------------- 0.021 0.874 0.866 0.866 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.064 0.582 0.580 0.581 a = climbing down 0.129 0.568 0.861 0.684 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.005 0.966 0.860 0.910 d = lying 0.109 0.481 0.864 0.618 e = sitting 0.039 0.615 0.477 0.537 f = standing 0.001 0.994 0.743 0.850 g = running 0.013 0.792 0.329 0.465 h = walking ------------------------------------------------------- 0.048 0.743 0.689 0.688 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.681 0.810 0.740 a = climbing down 0.042 0.718 0.773 0.744 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.045 0.714 0.759 0.736 d = lying 0.060 0.679 0.896 0.772 e = sitting 0.051 0.657 0.625 0.641 f = standing 0.004 0.982 0.807 0.886 g = running 0.030 0.785 0.639 0.705 h = walking ------------------------------------------------------- 0.035 0.775 0.760 0.761 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.668 0.835 0.742 a = climbing down 0.062 0.620 0.717 0.665 b = climbing up 0.000 0.992 0.959 0.975 c = jumping 0.014 0.922 0.943 0.932 d = lying 0.042 0.782 0.901 0.837 e = sitting 0.024 0.841 0.698 0.763 f = standing 0.001 0.994 0.999 0.997 g = running 0.017 0.834 0.544 0.659 h = walking ------------------------------------------------------- 0.028 0.825 0.815 0.813 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.570 0.548 0.558 a = climbing down 0.045 0.733 0.669 0.699 b = climbing up 0.018 0.472 1.000 0.642 c = jumping 0.009 0.933 0.919 0.926 d = lying 0.057 0.542 0.468 0.502 e = sitting 0.087 0.557 0.652 0.601 f = standing 0.001 0.996 0.847 0.916 g = running 0.088 0.543 0.621 0.579 h = walking ------------------------------------------------------- 0.047 0.704 0.688 0.691 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.784 0.785 0.784 a = climbing down 0.048 0.799 0.661 0.723 b = climbing up 0.000 1.000 0.209 0.346 c = jumping 0.037 0.740 0.716 0.727 d = lying 0.036 0.785 0.863 0.822 e = sitting 0.083 0.587 0.739 0.654 f = standing 0.021 0.879 0.982 0.928 g = running 0.022 0.861 0.825 0.843 h = walking ------------------------------------------------------- 0.039 0.783 0.773 0.769 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.972 0.660 0.786 a = climbing down 0.058 0.690 0.892 0.778 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.946 0.997 0.971 d = lying 0.042 0.725 0.669 0.695 e = sitting 0.064 0.651 0.727 0.687 f = standing 0.000 0.999 0.925 0.961 g = running 0.024 0.852 0.836 0.844 h = walking ------------------------------------------------------- 0.027 0.841 0.828 0.829 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.925 0.829 0.874 a = climbing down 0.100 0.498 0.953 0.654 b = climbing up 0.000 1.000 0.956 0.978 c = jumping 0.001 0.991 0.744 0.850 d = lying 0.042 0.602 0.305 0.405 e = sitting 0.163 0.474 0.891 0.618 f = standing 0.004 0.979 0.979 0.979 g = running 0.001 0.989 0.520 0.682 h = walking ------------------------------------------------------- 0.041 0.798 0.724 0.722 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.927 0.586 0.718 a = climbing down 0.038 0.607 0.379 0.467 b = climbing up 0.000 1.000 0.800 0.889 c = jumping 0.004 0.975 0.925 0.949 d = lying 0.091 0.566 0.818 0.669 e = sitting 0.035 0.707 0.472 0.566 f = standing 0.006 0.970 0.995 0.982 g = running 0.124 0.554 0.916 0.690 h = walking ------------------------------------------------------- 0.042 0.767 0.738 0.731 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.040 0.702 0.809 0.751 a = climbing down 0.052 0.678 0.696 0.687 b = climbing up 0.000 0.991 0.927 0.958 c = jumping 0.000 0.998 0.984 0.991 d = lying 0.114 0.542 0.862 0.665 e = sitting 0.023 0.664 0.284 0.398 f = standing 0.002 0.988 0.998 0.993 g = running 0.017 0.896 0.785 0.837 h = walking ------------------------------------------------------- 0.033 0.799 0.785 0.776 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.801 0.653 0.720 a = climbing down 0.157 0.510 0.837 0.634 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.003 0.985 0.968 0.976 d = lying 0.110 0.490 0.836 0.618 e = sitting 0.016 0.577 0.145 0.232 f = standing 0.014 0.932 0.999 0.964 g = running 0.026 0.690 0.342 0.457 h = walking ------------------------------------------------------- 0.049 0.728 0.704 0.678 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.258 0.198 0.953 0.329 a = climbing down 0.009 0.897 0.448 0.597 b = climbing up 0.001 0.971 0.993 0.982 c = jumping 0.000 0.999 0.881 0.937 d = lying 0.062 0.713 0.856 0.778 e = sitting 0.044 0.684 0.616 0.648 f = standing 0.010 0.948 0.996 0.971 g = running 0.001 0.556 0.004 0.008 h = walking ------------------------------------------------------- 0.035 0.763 0.651 0.632 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.776 0.774 0.775 a = climbing down 0.048 0.667 0.628 0.647 b = climbing up 0.000 1.000 0.981 0.990 c = jumping 0.016 0.912 0.993 0.951 d = lying 0.078 0.618 0.737 0.672 e = sitting 0.035 0.723 0.553 0.627 f = standing 0.000 0.998 0.941 0.969 g = running 0.043 0.765 0.814 0.789 h = walking ------------------------------------------------------- 0.034 0.790 0.788 0.786 Weighted Avg. >> forearmheadwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.931 0.626 0.749 a = climbing down 0.066 0.677 0.896 0.771 b = climbing up 0.000 1.000 0.974 0.987 c = jumping 0.006 0.966 0.978 0.972 d = lying 0.058 0.551 0.396 0.461 e = sitting 0.105 0.465 0.595 0.522 f = standing 0.002 0.989 0.968 0.978 g = running 0.029 0.838 0.856 0.847 h = walking ------------------------------------------------------- 0.038 0.779 0.766 0.764 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.212 0.417 0.956 0.581 a = climbing down 0.011 0.437 0.280 0.341 b = climbing up 0.000 0.994 1.000 0.997 c = jumping 0.018 0.909 0.876 0.892 d = lying 0.030 0.887 0.981 0.931 e = sitting 0.017 0.909 0.820 0.862 f = standing 0.001 0.987 0.998 0.993 g = running 0.003 0.803 0.052 0.097 h = walking ------------------------------------------------------- 0.042 0.815 0.750 0.708 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.861 0.941 0.899 a = climbing down 0.045 0.742 0.816 0.777 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.025 0.866 0.955 0.909 d = lying 0.028 0.835 0.906 0.869 e = sitting 0.016 0.869 0.772 0.818 f = standing 0.001 0.997 0.884 0.937 g = running 0.019 0.889 0.799 0.842 h = walking ------------------------------------------------------- 0.021 0.874 0.869 0.869 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.071 0.511 0.501 0.506 a = climbing down 0.104 0.627 0.924 0.747 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.012 0.911 0.860 0.885 d = lying 0.086 0.558 0.959 0.705 e = sitting 0.021 0.845 0.687 0.758 f = standing 0.002 0.989 0.746 0.850 g = running 0.005 0.929 0.462 0.617 h = walking ------------------------------------------------------- 0.040 0.788 0.739 0.739 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.036 0.704 0.733 0.718 a = climbing down 0.071 0.630 0.917 0.747 b = climbing up 0.000 0.991 0.709 0.826 c = jumping 0.017 0.870 0.757 0.809 d = lying 0.043 0.747 0.925 0.826 e = sitting 0.046 0.712 0.761 0.736 f = standing 0.007 0.977 0.895 0.934 g = running 0.008 0.924 0.572 0.706 h = walking ------------------------------------------------------- 0.028 0.824 0.800 0.801 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.688 0.825 0.751 a = climbing down 0.094 0.478 0.599 0.531 b = climbing up 0.000 0.974 0.934 0.954 c = jumping 0.022 0.878 0.923 0.900 d = lying 0.023 0.834 0.712 0.768 e = sitting 0.059 0.693 0.745 0.718 f = standing 0.001 0.994 0.997 0.995 g = running 0.031 0.672 0.406 0.506 h = walking ------------------------------------------------------- 0.038 0.764 0.756 0.753 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.065 0.531 0.577 0.553 a = climbing down 0.052 0.719 0.800 0.757 b = climbing up 0.000 0.992 0.977 0.984 c = jumping 0.022 0.843 0.865 0.854 d = lying 0.043 0.677 0.626 0.650 e = sitting 0.070 0.682 0.735 0.707 f = standing 0.002 0.992 0.937 0.964 g = running 0.033 0.761 0.638 0.694 h = walking ------------------------------------------------------- 0.039 0.759 0.753 0.754 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.778 0.759 0.769 a = climbing down 0.042 0.785 0.530 0.633 b = climbing up 0.000 1.000 0.609 0.757 c = jumping 0.043 0.692 0.708 0.700 d = lying 0.032 0.783 0.761 0.772 e = sitting 0.122 0.488 0.724 0.583 f = standing 0.011 0.936 0.971 0.953 g = running 0.040 0.774 0.840 0.806 h = walking ------------------------------------------------------- 0.045 0.756 0.735 0.735 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.785 0.843 a = climbing down 0.058 0.665 0.870 0.753 b = climbing up 0.000 0.994 0.971 0.983 c = jumping 0.008 0.952 0.978 0.965 d = lying 0.025 0.832 0.719 0.771 e = sitting 0.053 0.725 0.839 0.778 f = standing 0.001 0.997 0.954 0.975 g = running 0.020 0.862 0.745 0.799 h = walking ------------------------------------------------------- 0.023 0.861 0.849 0.851 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.036 0.677 0.864 0.759 a = climbing down 0.039 0.708 0.724 0.716 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.035 0.717 0.485 0.578 d = lying 0.044 0.601 0.327 0.423 e = sitting 0.170 0.446 0.855 0.586 f = standing 0.012 0.941 0.979 0.960 g = running 0.010 0.934 0.760 0.838 h = walking ------------------------------------------------------- 0.047 0.734 0.702 0.697 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.883 0.678 0.767 a = climbing down 0.048 0.724 0.745 0.734 b = climbing up 0.000 0.993 0.863 0.923 c = jumping 0.001 0.993 0.616 0.760 d = lying 0.053 0.680 0.786 0.729 e = sitting 0.093 0.575 0.717 0.638 f = standing 0.004 0.979 0.993 0.986 g = running 0.052 0.730 0.856 0.788 h = walking ------------------------------------------------------- 0.037 0.801 0.774 0.777 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.945 0.878 0.910 a = climbing down 0.029 0.818 0.872 0.844 b = climbing up 0.000 0.994 0.940 0.966 c = jumping 0.004 0.976 0.985 0.980 d = lying 0.079 0.620 0.862 0.721 e = sitting 0.023 0.783 0.487 0.601 f = standing 0.003 0.985 0.999 0.992 g = running 0.020 0.889 0.892 0.890 h = walking ------------------------------------------------------- 0.022 0.866 0.857 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.855 0.692 0.765 a = climbing down 0.076 0.642 0.849 0.731 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.993 0.915 0.952 d = lying 0.132 0.462 0.911 0.613 e = sitting 0.020 0.708 0.252 0.372 f = standing 0.004 0.980 0.998 0.989 g = running 0.032 0.780 0.682 0.728 h = walking ------------------------------------------------------- 0.035 0.792 0.756 0.745 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.266 0.189 0.925 0.314 a = climbing down 0.007 0.884 0.294 0.441 b = climbing up 0.000 1.000 0.976 0.988 c = jumping 0.001 0.996 0.956 0.976 d = lying 0.114 0.597 0.960 0.736 e = sitting 0.012 0.845 0.362 0.507 f = standing 0.016 0.916 0.994 0.953 g = running 0.005 0.522 0.027 0.052 h = walking ------------------------------------------------------- 0.040 0.756 0.620 0.593 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.773 0.762 0.767 a = climbing down 0.032 0.746 0.631 0.683 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.009 0.952 0.956 0.954 d = lying 0.047 0.726 0.856 0.786 e = sitting 0.026 0.821 0.689 0.749 f = standing 0.001 0.997 0.998 0.998 g = running 0.043 0.787 0.897 0.838 h = walking ------------------------------------------------------- 0.025 0.841 0.840 0.838 Weighted Avg. >> forearmshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.816 0.801 0.808 a = climbing down 0.137 0.535 0.961 0.687 b = climbing up 0.000 0.986 0.925 0.954 c = jumping 0.029 0.855 0.908 0.881 d = lying 0.069 0.345 0.289 0.314 e = sitting 0.083 0.457 0.457 0.457 f = standing 0.004 0.979 0.995 0.987 g = running 0.007 0.889 0.310 0.460 h = walking ------------------------------------------------------- 0.048 0.722 0.692 0.676 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.090 0.605 0.887 0.719 a = climbing down 0.008 0.637 0.462 0.536 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.092 0.712 0.978 0.824 d = lying 0.001 0.995 0.993 0.994 e = sitting 0.005 0.956 0.549 0.697 f = standing 0.002 0.980 1.000 0.990 g = running 0.015 0.897 0.607 0.724 h = walking ------------------------------------------------------- 0.034 0.854 0.820 0.815 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.796 0.902 0.846 a = climbing down 0.072 0.650 0.887 0.750 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.028 0.853 0.954 0.901 d = lying 0.023 0.871 0.983 0.923 e = sitting 0.009 0.936 0.820 0.874 f = standing 0.000 0.998 0.890 0.941 g = running 0.011 0.902 0.561 0.692 h = walking ------------------------------------------------------- 0.022 0.870 0.853 0.851 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.081 0.451 0.440 0.446 a = climbing down 0.078 0.667 0.802 0.728 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.015 0.885 0.698 0.780 d = lying 0.064 0.641 0.990 0.778 e = sitting 0.043 0.713 0.746 0.729 f = standing 0.001 0.994 0.766 0.865 g = running 0.036 0.710 0.616 0.659 h = walking ------------------------------------------------------- 0.042 0.747 0.724 0.726 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.117 0.476 0.864 0.614 a = climbing down 0.035 0.747 0.745 0.746 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.018 0.865 0.739 0.797 d = lying 0.064 0.650 0.916 0.761 e = sitting 0.049 0.683 0.739 0.710 f = standing 0.003 0.987 0.814 0.892 g = running 0.036 0.516 0.221 0.309 h = walking ------------------------------------------------------- 0.039 0.739 0.717 0.708 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.058 0.671 0.824 0.740 a = climbing down 0.116 0.436 0.611 0.509 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.093 0.620 0.785 0.692 d = lying 0.022 0.866 0.980 0.920 e = sitting 0.031 0.692 0.405 0.511 f = standing 0.000 0.998 0.999 0.998 g = running 0.031 0.572 0.254 0.351 h = walking ------------------------------------------------------- 0.049 0.702 0.697 0.681 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.066 0.513 0.557 0.534 a = climbing down 0.064 0.655 0.732 0.692 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.025 0.849 0.774 0.810 d = lying 0.017 0.866 0.788 0.825 e = sitting 0.068 0.664 0.787 0.720 f = standing 0.001 0.996 0.966 0.981 g = running 0.037 0.739 0.617 0.673 h = walking ------------------------------------------------------- 0.037 0.770 0.761 0.763 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.021 0.798 0.815 0.807 a = climbing down 0.024 0.856 0.498 0.630 b = climbing up 0.000 1.000 0.101 0.184 c = jumping 0.069 0.516 0.518 0.517 d = lying 0.028 0.838 0.979 0.903 e = sitting 0.128 0.436 0.636 0.517 f = standing 0.024 0.862 0.961 0.909 g = running 0.021 0.877 0.930 0.903 h = walking ------------------------------------------------------- 0.043 0.756 0.727 0.720 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.924 0.669 0.776 a = climbing down 0.029 0.778 0.735 0.756 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.022 0.889 0.952 0.920 d = lying 0.017 0.897 0.973 0.934 e = sitting 0.016 0.873 0.819 0.845 f = standing 0.001 0.995 0.914 0.953 g = running 0.060 0.727 0.922 0.813 h = walking ------------------------------------------------------- 0.021 0.877 0.869 0.868 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.054 0.535 0.709 0.610 a = climbing down 0.012 0.745 0.270 0.397 b = climbing up 0.000 1.000 0.822 0.902 c = jumping 0.014 0.858 0.463 0.601 d = lying 0.018 0.901 0.833 0.866 e = sitting 0.116 0.557 0.897 0.687 f = standing 0.006 0.971 0.995 0.983 g = running 0.063 0.742 0.949 0.833 h = walking ------------------------------------------------------- 0.038 0.787 0.755 0.740 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.608 0.741 a = climbing down 0.059 0.740 0.929 0.824 b = climbing up 0.000 1.000 0.931 0.964 c = jumping 0.020 0.714 0.291 0.413 d = lying 0.028 0.835 0.928 0.879 e = sitting 0.115 0.469 0.750 0.577 f = standing 0.002 0.991 0.978 0.984 g = running 0.037 0.799 0.845 0.821 h = walking ------------------------------------------------------- 0.035 0.797 0.771 0.760 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.862 0.751 0.802 a = climbing down 0.073 0.653 0.907 0.759 b = climbing up 0.000 1.000 0.833 0.909 c = jumping 0.012 0.931 0.898 0.914 d = lying 0.045 0.741 0.868 0.799 e = sitting 0.034 0.769 0.681 0.722 f = standing 0.004 0.977 0.997 0.987 g = running 0.011 0.924 0.709 0.803 h = walking ------------------------------------------------------- 0.026 0.846 0.832 0.832 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.722 0.761 0.741 a = climbing down 0.093 0.612 0.928 0.737 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.977 0.905 0.940 d = lying 0.063 0.651 0.944 0.771 e = sitting 0.020 0.854 0.629 0.724 f = standing 0.002 0.991 0.999 0.995 g = running 0.011 0.867 0.418 0.564 h = walking ------------------------------------------------------- 0.029 0.831 0.801 0.795 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.200 0.193 0.693 0.302 a = climbing down 0.003 0.896 0.180 0.300 b = climbing up 0.000 0.994 0.976 0.985 c = jumping 0.019 0.895 0.842 0.868 d = lying 0.035 0.827 0.986 0.900 e = sitting 0.017 0.889 0.774 0.827 f = standing 0.045 0.797 1.000 0.887 g = running 0.015 0.830 0.346 0.488 h = walking ------------------------------------------------------- 0.034 0.815 0.698 0.696 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.016 0.822 0.602 0.695 a = climbing down 0.142 0.504 0.895 0.645 b = climbing up 0.000 1.000 0.948 0.973 c = jumping 0.018 0.890 0.808 0.847 d = lying 0.011 0.898 0.627 0.739 e = sitting 0.082 0.636 0.876 0.737 f = standing 0.000 1.000 0.929 0.963 g = running 0.032 0.671 0.373 0.479 h = walking ------------------------------------------------------- 0.042 0.781 0.741 0.739 Weighted Avg. >> forearmshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.018 0.873 0.883 0.878 a = climbing down 0.045 0.752 0.864 0.805 b = climbing up 0.000 0.984 0.920 0.951 c = jumping 0.019 0.858 0.643 0.735 d = lying 0.080 0.447 0.398 0.421 e = sitting 0.142 0.311 0.435 0.363 f = standing 0.003 0.981 0.997 0.989 g = running 0.017 0.888 0.770 0.825 h = walking ------------------------------------------------------- 0.044 0.743 0.719 0.726 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.065 0.691 0.931 0.793 a = climbing down 0.033 0.356 0.613 0.451 b = climbing up 0.000 0.980 0.980 0.980 c = jumping 0.008 0.965 0.992 0.979 d = lying 0.001 0.997 0.980 0.988 e = sitting 0.005 0.972 0.955 0.964 f = standing 0.001 0.994 0.995 0.994 g = running 0.006 0.957 0.585 0.726 h = walking ------------------------------------------------------- 0.013 0.919 0.894 0.895 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.894 0.928 0.911 a = climbing down 0.032 0.798 0.840 0.819 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.024 0.876 0.986 0.927 d = lying 0.021 0.874 0.925 0.899 e = sitting 0.012 0.917 0.792 0.850 f = standing 0.000 0.998 0.946 0.971 g = running 0.019 0.893 0.843 0.867 h = walking ------------------------------------------------------- 0.016 0.899 0.897 0.896 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.052 0.620 0.557 0.587 a = climbing down 0.122 0.578 0.845 0.687 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.006 0.955 0.770 0.853 d = lying 0.049 0.696 0.975 0.812 e = sitting 0.036 0.730 0.755 0.742 f = standing 0.000 0.999 0.836 0.910 g = running 0.018 0.807 0.505 0.621 h = walking ------------------------------------------------------- 0.039 0.786 0.756 0.757 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.096 0.520 0.872 0.652 a = climbing down 0.042 0.699 0.690 0.695 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.039 0.767 0.846 0.804 d = lying 0.059 0.665 0.886 0.760 e = sitting 0.039 0.702 0.640 0.670 f = standing 0.002 0.993 0.804 0.889 g = running 0.045 0.537 0.297 0.383 h = walking ------------------------------------------------------- 0.039 0.734 0.718 0.712 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.042 0.721 0.851 0.781 a = climbing down 0.089 0.533 0.721 0.613 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.017 0.908 0.934 0.921 d = lying 0.031 0.840 0.966 0.899 e = sitting 0.011 0.926 0.761 0.835 f = standing 0.001 0.997 1.000 0.998 g = running 0.018 0.786 0.419 0.546 h = walking ------------------------------------------------------- 0.027 0.833 0.819 0.814 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.034 0.701 0.642 0.670 a = climbing down 0.030 0.785 0.649 0.710 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.960 0.887 0.922 d = lying 0.032 0.761 0.721 0.741 e = sitting 0.057 0.694 0.801 0.744 f = standing 0.000 0.998 0.961 0.979 g = running 0.079 0.632 0.794 0.704 h = walking ------------------------------------------------------- 0.032 0.804 0.794 0.796 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.892 0.869 0.880 a = climbing down 0.026 0.856 0.556 0.674 b = climbing up 0.000 1.000 0.118 0.211 c = jumping 0.058 0.583 0.574 0.578 d = lying 0.026 0.849 0.983 0.911 e = sitting 0.124 0.450 0.653 0.533 f = standing 0.025 0.858 0.980 0.915 g = running 0.015 0.907 0.899 0.903 h = walking ------------------------------------------------------- 0.040 0.780 0.754 0.749 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.710 0.823 a = climbing down 0.037 0.769 0.867 0.815 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.973 0.997 0.985 d = lying 0.020 0.892 0.943 0.917 e = sitting 0.017 0.877 0.912 0.894 f = standing 0.001 0.996 0.903 0.948 g = running 0.031 0.836 0.926 0.878 h = walking ------------------------------------------------------- 0.015 0.910 0.903 0.903 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.024 0.771 0.893 0.827 a = climbing down 0.026 0.724 0.648 0.684 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.005 0.969 0.776 0.862 d = lying 0.018 0.878 0.633 0.736 e = sitting 0.105 0.591 0.923 0.720 f = standing 0.006 0.969 0.990 0.979 g = running 0.018 0.903 0.873 0.888 h = walking ------------------------------------------------------- 0.027 0.851 0.826 0.827 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.960 0.638 0.766 a = climbing down 0.062 0.692 0.843 0.760 b = climbing up 0.000 1.000 0.863 0.926 c = jumping 0.006 0.967 0.934 0.950 d = lying 0.037 0.793 0.915 0.850 e = sitting 0.018 0.847 0.735 0.787 f = standing 0.004 0.981 0.992 0.987 g = running 0.044 0.771 0.829 0.799 h = walking ------------------------------------------------------- 0.024 0.863 0.851 0.850 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.029 0.769 0.825 0.796 a = climbing down 0.036 0.761 0.722 0.741 b = climbing up 0.000 0.974 0.919 0.946 c = jumping 0.002 0.992 0.990 0.991 d = lying 0.055 0.729 0.938 0.820 e = sitting 0.012 0.897 0.650 0.754 f = standing 0.002 0.992 0.997 0.994 g = running 0.024 0.870 0.862 0.866 h = walking ------------------------------------------------------- 0.021 0.869 0.863 0.861 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.846 0.722 0.779 a = climbing down 0.113 0.585 0.896 0.708 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.003 0.984 0.984 0.984 d = lying 0.073 0.627 0.958 0.758 e = sitting 0.005 0.939 0.475 0.631 f = standing 0.002 0.988 0.999 0.994 g = running 0.024 0.769 0.457 0.573 h = walking ------------------------------------------------------- 0.032 0.831 0.796 0.788 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.232 0.177 0.731 0.285 a = climbing down 0.004 0.921 0.309 0.463 b = climbing up 0.000 0.993 0.993 0.993 c = jumping 0.000 1.000 0.720 0.837 d = lying 0.015 0.924 0.969 0.946 e = sitting 0.048 0.762 0.971 0.854 f = standing 0.042 0.811 0.997 0.895 g = running 0.001 0.977 0.164 0.282 h = walking ------------------------------------------------------- 0.031 0.860 0.689 0.685 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.714 0.789 a = climbing down 0.084 0.615 0.871 0.721 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.915 0.952 0.933 d = lying 0.021 0.864 0.786 0.823 e = sitting 0.030 0.820 0.859 0.839 f = standing 0.000 0.999 0.993 0.996 g = running 0.022 0.838 0.647 0.730 h = walking ------------------------------------------------------- 0.025 0.855 0.842 0.842 Weighted Avg. >> forearmshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.005 0.955 0.770 0.853 a = climbing down 0.083 0.638 0.945 0.762 b = climbing up 0.001 0.966 0.973 0.969 c = jumping 0.018 0.899 0.886 0.893 d = lying 0.061 0.501 0.335 0.402 e = sitting 0.121 0.388 0.531 0.448 f = standing 0.003 0.980 0.986 0.983 g = running 0.012 0.908 0.693 0.786 h = walking ------------------------------------------------------- 0.041 0.760 0.738 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.112 0.567 0.946 0.709 a = climbing down 0.009 0.619 0.462 0.529 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.023 0.908 0.985 0.945 d = lying 0.001 0.994 0.986 0.990 e = sitting 0.004 0.977 0.883 0.928 f = standing 0.002 0.986 0.998 0.992 g = running 0.005 0.954 0.503 0.658 h = walking ------------------------------------------------------- 0.022 0.899 0.865 0.863 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.909 0.947 0.927 a = climbing down 0.026 0.831 0.852 0.841 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.903 0.970 0.935 d = lying 0.031 0.823 0.961 0.886 e = sitting 0.009 0.943 0.862 0.901 f = standing 0.001 0.995 0.862 0.924 g = running 0.019 0.895 0.866 0.880 h = walking ------------------------------------------------------- 0.016 0.906 0.901 0.902 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.556 0.485 0.518 a = climbing down 0.095 0.652 0.922 0.764 b = climbing up 0.000 1.000 0.992 0.996 c = jumping 0.020 0.860 0.750 0.801 d = lying 0.077 0.592 0.980 0.738 e = sitting 0.038 0.736 0.735 0.736 f = standing 0.001 0.997 0.671 0.802 g = running 0.011 0.895 0.645 0.749 h = walking ------------------------------------------------------- 0.040 0.776 0.740 0.740 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.073 0.586 0.837 0.689 a = climbing down 0.077 0.626 0.936 0.751 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.009 0.940 0.870 0.904 d = lying 0.048 0.712 0.911 0.799 e = sitting 0.029 0.796 0.805 0.801 f = standing 0.002 0.994 0.883 0.935 g = running 0.010 0.811 0.241 0.372 h = walking ------------------------------------------------------- 0.029 0.813 0.782 0.767 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.750 0.833 0.789 a = climbing down 0.104 0.458 0.615 0.525 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.040 0.801 0.891 0.843 d = lying 0.031 0.832 0.941 0.883 e = sitting 0.018 0.866 0.652 0.744 f = standing 0.000 0.998 0.998 0.998 g = running 0.033 0.638 0.375 0.472 h = walking ------------------------------------------------------- 0.035 0.779 0.771 0.766 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.036 0.688 0.628 0.656 a = climbing down 0.072 0.663 0.867 0.751 b = climbing up 0.000 0.985 1.000 0.992 c = jumping 0.015 0.901 0.839 0.869 d = lying 0.025 0.807 0.729 0.766 e = sitting 0.064 0.683 0.801 0.737 f = standing 0.000 0.998 0.962 0.979 g = running 0.017 0.878 0.691 0.774 h = walking ------------------------------------------------------- 0.031 0.814 0.802 0.803 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.866 0.824 0.845 a = climbing down 0.026 0.836 0.460 0.593 b = climbing up 0.000 1.000 0.397 0.568 c = jumping 0.056 0.556 0.530 0.543 d = lying 0.033 0.816 0.963 0.883 e = sitting 0.127 0.462 0.696 0.556 f = standing 0.023 0.868 0.972 0.917 g = running 0.031 0.835 0.908 0.870 h = walking ------------------------------------------------------- 0.043 0.760 0.734 0.728 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.897 0.822 0.858 a = climbing down 0.041 0.731 0.826 0.776 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.008 0.954 0.974 0.964 d = lying 0.014 0.924 0.951 0.937 e = sitting 0.014 0.895 0.906 0.901 f = standing 0.001 0.994 0.946 0.969 g = running 0.025 0.846 0.817 0.832 h = walking ------------------------------------------------------- 0.015 0.902 0.899 0.900 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.585 0.864 0.698 a = climbing down 0.012 0.772 0.303 0.435 b = climbing up 0.000 1.000 0.845 0.916 c = jumping 0.022 0.858 0.721 0.784 d = lying 0.026 0.830 0.618 0.709 e = sitting 0.097 0.600 0.908 0.722 f = standing 0.013 0.936 0.982 0.958 g = running 0.049 0.776 0.893 0.830 h = walking ------------------------------------------------------- 0.036 0.789 0.766 0.755 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.948 0.669 0.784 a = climbing down 0.071 0.707 0.959 0.814 b = climbing up 0.000 1.000 0.950 0.974 c = jumping 0.004 0.946 0.418 0.580 d = lying 0.033 0.812 0.932 0.868 e = sitting 0.096 0.529 0.794 0.635 f = standing 0.001 0.992 0.985 0.989 g = running 0.020 0.873 0.790 0.830 h = walking ------------------------------------------------------- 0.031 0.840 0.801 0.796 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.958 0.888 0.921 a = climbing down 0.024 0.852 0.899 0.875 b = climbing up 0.000 0.993 0.863 0.924 c = jumping 0.011 0.942 0.975 0.958 d = lying 0.050 0.741 0.951 0.833 e = sitting 0.011 0.908 0.630 0.744 f = standing 0.004 0.979 0.999 0.989 g = running 0.019 0.900 0.912 0.906 h = walking ------------------------------------------------------- 0.017 0.901 0.894 0.892 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.897 0.725 0.802 a = climbing down 0.076 0.660 0.914 0.766 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.003 0.983 0.941 0.962 d = lying 0.094 0.558 0.960 0.705 e = sitting 0.012 0.874 0.440 0.585 f = standing 0.002 0.987 0.998 0.992 g = running 0.023 0.826 0.654 0.730 h = walking ------------------------------------------------------- 0.028 0.844 0.808 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.201 0.176 0.627 0.275 a = climbing down 0.005 0.862 0.224 0.355 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.005 0.971 0.937 0.954 d = lying 0.016 0.916 0.976 0.945 e = sitting 0.009 0.949 0.917 0.933 f = standing 0.040 0.814 1.000 0.897 g = running 0.006 0.931 0.386 0.546 h = walking ------------------------------------------------------- 0.025 0.865 0.743 0.750 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.717 0.789 a = climbing down 0.065 0.653 0.820 0.727 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.008 0.954 0.907 0.930 d = lying 0.016 0.890 0.895 0.893 e = sitting 0.029 0.834 0.872 0.853 f = standing 0.001 0.997 0.998 0.997 g = running 0.030 0.817 0.745 0.779 h = walking ------------------------------------------------------- 0.022 0.868 0.861 0.862 Weighted Avg. >> forearmthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.006 0.947 0.764 0.846 a = climbing down 0.062 0.710 0.935 0.807 b = climbing up 0.000 1.000 0.818 0.900 c = jumping 0.021 0.590 0.164 0.256 d = lying 0.068 0.404 0.369 0.385 e = sitting 0.214 0.283 0.520 0.366 f = standing 0.005 0.973 0.998 0.986 g = running 0.020 0.883 0.800 0.839 h = walking ------------------------------------------------------- 0.054 0.699 0.658 0.651 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.057 0.715 0.918 0.804 a = climbing down 0.009 0.576 0.387 0.463 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.001 0.994 0.990 0.992 d = lying 0.015 0.937 0.990 0.963 e = sitting 0.003 0.985 0.923 0.953 f = standing 0.001 0.994 1.000 0.997 g = running 0.013 0.926 0.774 0.843 h = walking ------------------------------------------------------- 0.014 0.920 0.915 0.914 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.879 0.902 0.890 a = climbing down 0.047 0.743 0.877 0.805 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.058 0.743 0.980 0.846 d = lying 0.013 0.918 0.951 0.934 e = sitting 0.007 0.940 0.632 0.756 f = standing 0.002 0.992 0.941 0.966 g = running 0.017 0.894 0.759 0.821 h = walking ------------------------------------------------------- 0.022 0.879 0.865 0.863 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.082 0.530 0.606 0.566 a = climbing down 0.077 0.656 0.745 0.698 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.007 0.947 0.783 0.857 d = lying 0.058 0.664 0.982 0.793 e = sitting 0.028 0.777 0.752 0.764 f = standing 0.000 0.998 0.830 0.907 g = running 0.017 0.848 0.657 0.740 h = walking ------------------------------------------------------- 0.036 0.793 0.767 0.772 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.035 0.729 0.803 0.764 a = climbing down 0.023 0.773 0.572 0.658 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.063 0.629 0.725 0.674 d = lying 0.074 0.645 0.962 0.772 e = sitting 0.042 0.677 0.559 0.612 f = standing 0.002 0.989 0.733 0.842 g = running 0.067 0.666 0.778 0.718 h = walking ------------------------------------------------------- 0.040 0.758 0.734 0.734 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.070 0.606 0.793 0.687 a = climbing down 0.099 0.449 0.550 0.494 b = climbing up 0.000 0.750 1.000 0.857 c = jumping 0.004 0.976 0.915 0.945 d = lying 0.018 0.887 0.959 0.921 e = sitting 0.017 0.899 0.891 0.895 f = standing 0.001 0.997 0.999 0.998 g = running 0.038 0.578 0.315 0.408 h = walking ------------------------------------------------------- 0.032 0.788 0.785 0.778 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.039 0.649 0.582 0.613 a = climbing down 0.052 0.711 0.750 0.730 b = climbing up 0.007 0.696 1.000 0.821 c = jumping 0.009 0.945 0.858 0.900 d = lying 0.024 0.812 0.738 0.773 e = sitting 0.059 0.695 0.840 0.761 f = standing 0.001 0.997 0.918 0.956 g = running 0.057 0.677 0.710 0.693 h = walking ------------------------------------------------------- 0.033 0.794 0.786 0.787 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.713 0.781 0.746 a = climbing down 0.029 0.828 0.509 0.631 b = climbing up 0.000 1.000 0.191 0.321 c = jumping 0.052 0.590 0.488 0.534 d = lying 0.040 0.778 0.955 0.857 e = sitting 0.131 0.431 0.646 0.517 f = standing 0.024 0.861 0.979 0.916 g = running 0.018 0.889 0.887 0.888 h = walking ------------------------------------------------------- 0.045 0.743 0.717 0.711 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.664 0.791 a = climbing down 0.025 0.810 0.803 0.806 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.976 0.976 0.976 d = lying 0.036 0.785 0.901 0.839 e = sitting 0.025 0.855 0.851 0.853 f = standing 0.000 1.000 0.900 0.947 g = running 0.055 0.741 0.928 0.824 h = walking ------------------------------------------------------- 0.020 0.886 0.873 0.874 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.723 0.893 0.799 a = climbing down 0.018 0.787 0.636 0.703 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.013 0.922 0.743 0.823 d = lying 0.025 0.855 0.748 0.798 e = sitting 0.078 0.655 0.903 0.759 f = standing 0.003 0.983 0.999 0.991 g = running 0.017 0.912 0.897 0.905 h = walking ------------------------------------------------------- 0.025 0.854 0.840 0.841 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.893 0.571 0.696 a = climbing down 0.049 0.695 0.717 0.706 b = climbing up 0.000 1.000 0.794 0.885 c = jumping 0.007 0.961 0.956 0.958 d = lying 0.044 0.745 0.885 0.809 e = sitting 0.020 0.861 0.721 0.785 f = standing 0.005 0.971 0.994 0.983 g = running 0.066 0.691 0.876 0.773 h = walking ------------------------------------------------------- 0.028 0.838 0.826 0.825 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.052 0.650 0.825 0.727 a = climbing down 0.061 0.653 0.730 0.689 b = climbing up 0.000 0.990 0.821 0.898 c = jumping 0.001 0.997 0.991 0.994 d = lying 0.072 0.617 0.748 0.676 e = sitting 0.040 0.681 0.546 0.606 f = standing 0.003 0.983 0.998 0.990 g = running 0.009 0.937 0.677 0.786 h = walking ------------------------------------------------------- 0.031 0.808 0.793 0.794 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.803 0.552 0.654 a = climbing down 0.163 0.495 0.959 0.652 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.961 0.974 d = lying 0.076 0.592 0.850 0.698 e = sitting 0.022 0.766 0.465 0.579 f = standing 0.001 0.993 1.000 0.997 g = running 0.012 0.813 0.306 0.444 h = walking ------------------------------------------------------- 0.039 0.797 0.745 0.733 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.240 0.207 0.906 0.337 a = climbing down 0.003 0.885 0.153 0.261 b = climbing up 0.000 0.985 1.000 0.993 c = jumping 0.000 0.992 0.205 0.340 d = lying 0.144 0.546 0.995 0.705 e = sitting 0.145 0.158 0.169 0.163 f = standing 0.014 0.927 0.999 0.962 g = running 0.020 0.710 0.223 0.339 h = walking ------------------------------------------------------- 0.063 0.686 0.497 0.467 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.827 0.733 0.777 a = climbing down 0.046 0.706 0.708 0.707 b = climbing up 0.000 1.000 0.987 0.993 c = jumping 0.022 0.879 0.911 0.895 d = lying 0.013 0.804 0.362 0.499 e = sitting 0.098 0.615 0.882 0.724 f = standing 0.000 0.999 0.965 0.982 g = running 0.049 0.755 0.846 0.798 h = walking ------------------------------------------------------- 0.035 0.803 0.789 0.781 Weighted Avg. >> forearmthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.625 0.746 a = climbing down 0.095 0.623 0.965 0.757 b = climbing up 0.000 1.000 0.947 0.973 c = jumping 0.015 0.905 0.746 0.818 d = lying 0.049 0.388 0.247 0.302 e = sitting 0.133 0.431 0.624 0.510 f = standing 0.002 0.986 0.968 0.977 g = running 0.014 0.906 0.751 0.821 h = walking ------------------------------------------------------- 0.043 0.760 0.728 0.729 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.087 0.629 0.945 0.755 a = climbing down 0.010 0.500 0.344 0.408 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.012 0.951 0.963 0.957 d = lying 0.015 0.936 0.981 0.958 e = sitting 0.006 0.967 0.880 0.922 f = standing 0.003 0.971 1.000 0.985 g = running 0.008 0.944 0.629 0.755 h = walking ------------------------------------------------------- 0.020 0.896 0.879 0.877 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.934 0.916 a = climbing down 0.033 0.803 0.869 0.835 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.061 0.713 0.903 0.796 d = lying 0.024 0.859 0.968 0.910 e = sitting 0.017 0.859 0.617 0.718 f = standing 0.003 0.985 0.888 0.934 g = running 0.016 0.906 0.832 0.867 h = walking ------------------------------------------------------- 0.023 0.867 0.858 0.857 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.090 0.481 0.565 0.520 a = climbing down 0.073 0.692 0.816 0.749 b = climbing up 0.000 0.992 1.000 0.996 c = jumping 0.035 0.785 0.786 0.785 d = lying 0.086 0.565 0.985 0.718 e = sitting 0.024 0.790 0.597 0.680 f = standing 0.001 0.992 0.710 0.827 g = running 0.012 0.874 0.588 0.703 h = walking ------------------------------------------------------- 0.042 0.763 0.721 0.725 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.033 0.736 0.763 0.749 a = climbing down 0.041 0.740 0.853 0.792 b = climbing up 0.000 1.000 0.887 0.940 c = jumping 0.022 0.841 0.775 0.807 d = lying 0.074 0.643 0.960 0.770 e = sitting 0.037 0.769 0.787 0.778 f = standing 0.003 0.986 0.741 0.846 g = running 0.020 0.865 0.759 0.808 h = walking ------------------------------------------------------- 0.029 0.822 0.799 0.802 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.062 0.655 0.818 0.727 a = climbing down 0.114 0.386 0.491 0.432 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.023 0.879 0.867 0.873 d = lying 0.016 0.895 0.923 0.909 e = sitting 0.031 0.813 0.794 0.803 f = standing 0.001 0.996 1.000 0.998 g = running 0.039 0.563 0.308 0.398 h = walking ------------------------------------------------------- 0.038 0.756 0.753 0.747 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.747 0.574 0.649 a = climbing down 0.094 0.600 0.866 0.709 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.023 0.839 0.734 0.783 d = lying 0.023 0.812 0.719 0.763 e = sitting 0.081 0.629 0.785 0.698 f = standing 0.001 0.992 0.951 0.971 g = running 0.020 0.853 0.655 0.741 h = walking ------------------------------------------------------- 0.037 0.791 0.770 0.772 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.023 0.779 0.769 0.774 a = climbing down 0.026 0.837 0.468 0.600 b = climbing up 0.000 1.000 0.224 0.366 c = jumping 0.041 0.635 0.545 0.587 d = lying 0.033 0.804 0.910 0.854 e = sitting 0.133 0.456 0.708 0.555 f = standing 0.023 0.871 0.967 0.916 g = running 0.040 0.793 0.924 0.853 h = walking ------------------------------------------------------- 0.044 0.753 0.725 0.717 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.014 0.878 0.785 0.829 a = climbing down 0.031 0.768 0.774 0.771 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.007 0.960 0.975 0.967 d = lying 0.020 0.868 0.899 0.883 e = sitting 0.021 0.879 0.882 0.881 f = standing 0.000 0.999 0.953 0.975 g = running 0.037 0.796 0.864 0.829 h = walking ------------------------------------------------------- 0.017 0.889 0.887 0.887 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.535 0.860 0.660 a = climbing down 0.008 0.765 0.210 0.329 b = climbing up 0.000 1.000 0.650 0.788 c = jumping 0.036 0.764 0.602 0.674 d = lying 0.027 0.835 0.698 0.760 e = sitting 0.099 0.575 0.833 0.681 f = standing 0.016 0.924 0.997 0.959 g = running 0.049 0.779 0.911 0.840 h = walking ------------------------------------------------------- 0.041 0.764 0.740 0.724 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.884 0.620 0.728 a = climbing down 0.076 0.672 0.914 0.775 b = climbing up 0.000 0.993 0.894 0.941 c = jumping 0.006 0.953 0.712 0.815 d = lying 0.025 0.830 0.865 0.847 e = sitting 0.066 0.677 0.825 0.744 f = standing 0.003 0.985 0.988 0.987 g = running 0.023 0.846 0.763 0.802 h = walking ------------------------------------------------------- 0.030 0.839 0.819 0.820 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.008 0.935 0.847 0.889 a = climbing down 0.043 0.763 0.931 0.838 b = climbing up 0.000 0.993 0.821 0.899 c = jumping 0.011 0.944 0.957 0.951 d = lying 0.063 0.649 0.780 0.709 e = sitting 0.035 0.738 0.586 0.654 f = standing 0.006 0.969 0.997 0.983 g = running 0.010 0.936 0.829 0.880 h = walking ------------------------------------------------------- 0.024 0.855 0.848 0.848 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.854 0.645 0.735 a = climbing down 0.102 0.594 0.951 0.731 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.992 0.839 0.909 d = lying 0.089 0.556 0.905 0.688 e = sitting 0.037 0.722 0.502 0.592 f = standing 0.003 0.984 0.998 0.991 g = running 0.011 0.897 0.567 0.695 h = walking ------------------------------------------------------- 0.033 0.817 0.776 0.775 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.175 0.245 0.826 0.378 a = climbing down 0.003 0.855 0.130 0.226 b = climbing up 0.000 1.000 0.988 0.994 c = jumping 0.001 0.993 0.945 0.968 d = lying 0.162 0.508 0.994 0.673 e = sitting 0.006 0.790 0.127 0.218 f = standing 0.020 0.897 0.998 0.945 g = running 0.032 0.763 0.495 0.600 h = walking ------------------------------------------------------- 0.045 0.772 0.644 0.610 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.802 0.762 0.781 a = climbing down 0.043 0.689 0.637 0.662 b = climbing up 0.000 0.981 0.994 0.987 c = jumping 0.034 0.826 0.891 0.857 d = lying 0.012 0.856 0.490 0.624 e = sitting 0.088 0.621 0.789 0.695 f = standing 0.001 0.996 0.969 0.982 g = running 0.050 0.750 0.848 0.796 h = walking ------------------------------------------------------- 0.036 0.797 0.786 0.782 Weighted Avg. >> forearmupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.003 0.972 0.770 0.860 a = climbing down 0.041 0.779 0.920 0.844 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.014 0.833 0.376 0.518 d = lying 0.049 0.551 0.373 0.445 e = sitting 0.198 0.342 0.661 0.451 f = standing 0.001 0.994 0.990 0.992 g = running 0.020 0.890 0.915 0.902 h = walking ------------------------------------------------------- 0.045 0.773 0.719 0.721 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.073 0.674 0.970 0.795 a = climbing down 0.008 0.600 0.387 0.471 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.000 0.999 0.987 0.993 d = lying 0.017 0.931 0.984 0.957 e = sitting 0.005 0.975 0.913 0.943 f = standing 0.002 0.984 1.000 0.992 g = running 0.004 0.976 0.705 0.819 h = walking ------------------------------------------------------- 0.015 0.922 0.907 0.906 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.967 0.953 a = climbing down 0.019 0.863 0.773 0.816 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.033 0.830 0.985 0.901 d = lying 0.015 0.900 0.915 0.907 e = sitting 0.012 0.922 0.785 0.848 f = standing 0.002 0.990 0.941 0.965 g = running 0.032 0.842 0.913 0.876 h = walking ------------------------------------------------------- 0.017 0.901 0.897 0.897 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.051 0.649 0.617 0.633 a = climbing down 0.099 0.637 0.889 0.742 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.007 0.950 0.820 0.880 d = lying 0.060 0.651 0.974 0.781 e = sitting 0.024 0.803 0.765 0.784 f = standing 0.001 0.996 0.811 0.894 g = running 0.008 0.918 0.583 0.713 h = walking ------------------------------------------------------- 0.034 0.818 0.785 0.787 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.024 0.796 0.801 0.799 a = climbing down 0.039 0.758 0.877 0.813 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.040 0.750 0.816 0.781 d = lying 0.052 0.719 0.937 0.814 e = sitting 0.034 0.760 0.694 0.725 f = standing 0.002 0.993 0.821 0.899 g = running 0.020 0.866 0.770 0.815 h = walking ------------------------------------------------------- 0.027 0.830 0.817 0.818 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.040 0.724 0.817 0.768 a = climbing down 0.098 0.461 0.601 0.522 b = climbing up 0.000 1.000 0.959 0.979 c = jumping 0.010 0.946 0.945 0.945 d = lying 0.026 0.830 0.764 0.796 e = sitting 0.048 0.750 0.802 0.775 f = standing 0.001 0.994 1.000 0.997 g = running 0.033 0.659 0.410 0.506 h = walking ------------------------------------------------------- 0.034 0.785 0.778 0.776 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.016 0.841 0.674 0.748 a = climbing down 0.042 0.765 0.829 0.795 b = climbing up 0.003 0.852 0.992 0.917 c = jumping 0.007 0.955 0.876 0.914 d = lying 0.037 0.708 0.636 0.670 e = sitting 0.072 0.639 0.777 0.701 f = standing 0.000 0.998 0.929 0.962 g = running 0.033 0.828 0.904 0.865 h = walking ------------------------------------------------------- 0.029 0.826 0.818 0.819 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.012 0.877 0.817 0.846 a = climbing down 0.034 0.821 0.558 0.664 b = climbing up 0.000 1.000 0.293 0.453 c = jumping 0.050 0.596 0.563 0.579 d = lying 0.032 0.799 0.860 0.829 e = sitting 0.122 0.473 0.702 0.565 f = standing 0.019 0.888 0.981 0.932 g = running 0.031 0.829 0.874 0.851 h = walking ------------------------------------------------------- 0.042 0.764 0.741 0.740 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.939 0.795 0.861 a = climbing down 0.040 0.752 0.909 0.823 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.004 0.976 0.991 0.984 d = lying 0.029 0.810 0.738 0.772 e = sitting 0.049 0.744 0.847 0.792 f = standing 0.000 1.000 0.946 0.972 g = running 0.021 0.867 0.825 0.845 h = walking ------------------------------------------------------- 0.020 0.878 0.871 0.872 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.037 0.690 0.931 0.792 a = climbing down 0.027 0.702 0.619 0.658 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.008 0.950 0.777 0.854 d = lying 0.024 0.753 0.347 0.475 e = sitting 0.156 0.486 0.915 0.635 f = standing 0.005 0.974 0.989 0.981 g = running 0.013 0.921 0.810 0.862 h = walking ------------------------------------------------------- 0.036 0.808 0.765 0.761 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.005 0.942 0.696 0.801 a = climbing down 0.062 0.683 0.876 0.768 b = climbing up 0.000 0.992 0.806 0.890 c = jumping 0.005 0.975 0.959 0.967 d = lying 0.058 0.674 0.830 0.744 e = sitting 0.028 0.808 0.662 0.728 f = standing 0.005 0.974 0.992 0.983 g = running 0.027 0.831 0.796 0.813 h = walking ------------------------------------------------------- 0.026 0.849 0.836 0.836 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.858 0.906 0.882 a = climbing down 0.029 0.816 0.829 0.822 b = climbing up 0.000 0.992 0.951 0.971 c = jumping 0.000 0.998 0.992 0.995 d = lying 0.085 0.629 0.927 0.750 e = sitting 0.014 0.842 0.458 0.593 f = standing 0.002 0.992 0.998 0.995 g = running 0.015 0.916 0.863 0.889 h = walking ------------------------------------------------------- 0.022 0.874 0.859 0.855 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.922 0.566 0.701 a = climbing down 0.129 0.551 0.933 0.693 b = climbing up 0.000 1.000 0.979 0.989 c = jumping 0.002 0.987 0.954 0.970 d = lying 0.115 0.514 0.938 0.664 e = sitting 0.013 0.695 0.195 0.305 f = standing 0.002 0.990 0.999 0.994 g = running 0.023 0.799 0.518 0.629 h = walking ------------------------------------------------------- 0.038 0.796 0.748 0.730 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.200 0.225 0.870 0.358 a = climbing down 0.004 0.910 0.253 0.396 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.000 0.998 0.900 0.946 d = lying 0.094 0.651 0.969 0.779 e = sitting 0.021 0.754 0.418 0.538 f = standing 0.024 0.880 1.000 0.936 g = running 0.005 0.950 0.446 0.607 h = walking ------------------------------------------------------- 0.035 0.825 0.686 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.845 0.844 0.845 a = climbing down 0.020 0.832 0.658 0.735 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.910 0.952 0.931 d = lying 0.052 0.680 0.755 0.715 e = sitting 0.031 0.797 0.678 0.733 f = standing 0.001 0.995 0.998 0.997 g = running 0.041 0.806 0.958 0.875 h = walking ------------------------------------------------------- 0.025 0.847 0.845 0.843 Weighted Avg. >> headshinthigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.205 0.358 0.834 0.501 a = climbing down 0.067 0.713 0.901 0.796 b = climbing up 0.002 0.902 1.000 0.948 c = jumping 0.017 0.913 0.987 0.949 d = lying 0.080 0.322 0.310 0.316 e = sitting 0.075 0.443 0.400 0.421 f = standing 0.003 0.970 0.467 0.631 g = running 0.011 0.764 0.186 0.299 h = walking ------------------------------------------------------- 0.058 0.674 0.599 0.581 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.261 0.330 0.932 0.488 a = climbing down 0.004 0.908 0.298 0.449 b = climbing up 0.000 1.000 0.897 0.946 c = jumping 0.073 0.655 0.888 0.754 d = lying 0.001 0.997 0.991 0.994 e = sitting 0.019 0.842 0.569 0.679 f = standing 0.006 0.970 0.997 0.983 g = running 0.006 0.425 0.026 0.049 h = walking ------------------------------------------------------- 0.047 0.745 0.677 0.642 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.098 0.530 0.836 0.649 a = climbing down 0.061 0.685 0.896 0.776 b = climbing up 0.000 1.000 0.983 0.991 c = jumping 0.004 0.975 0.923 0.948 d = lying 0.016 0.909 0.971 0.939 e = sitting 0.014 0.898 0.952 0.924 f = standing 0.002 0.992 0.922 0.956 g = running 0.017 0.723 0.238 0.358 h = walking ------------------------------------------------------- 0.027 0.831 0.814 0.797 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.545 0.196 0.288 a = climbing down 0.129 0.592 0.963 0.733 b = climbing up 0.000 0.986 0.967 0.976 c = jumping 0.003 0.978 0.809 0.885 d = lying 0.069 0.621 0.985 0.762 e = sitting 0.027 0.817 0.824 0.820 f = standing 0.001 0.993 0.693 0.816 g = running 0.041 0.730 0.770 0.750 h = walking ------------------------------------------------------- 0.041 0.771 0.745 0.729 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.176 0.382 0.888 0.534 a = climbing down 0.021 0.835 0.763 0.797 b = climbing up 0.000 1.000 0.113 0.202 c = jumping 0.016 0.862 0.644 0.737 d = lying 0.069 0.630 0.904 0.743 e = sitting 0.063 0.616 0.717 0.663 f = standing 0.022 0.915 0.817 0.863 g = running 0.018 0.233 0.031 0.054 h = walking ------------------------------------------------------- 0.047 0.669 0.662 0.630 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.829 0.748 0.787 a = climbing down 0.084 0.565 0.757 0.647 b = climbing up 0.000 0.333 0.333 0.333 c = jumping 0.058 0.729 0.859 0.789 d = lying 0.016 0.896 0.976 0.934 e = sitting 0.024 0.805 0.582 0.676 f = standing 0.001 0.994 0.993 0.994 g = running 0.033 0.780 0.636 0.701 h = walking ------------------------------------------------------- 0.033 0.805 0.794 0.793 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.169 0.417 0.820 0.553 a = climbing down 0.025 0.810 0.631 0.709 b = climbing up 0.001 0.976 1.000 0.988 c = jumping 0.022 0.846 0.869 0.857 d = lying 0.019 0.863 0.803 0.832 e = sitting 0.044 0.759 0.798 0.778 f = standing 0.002 0.991 0.970 0.980 g = running 0.016 0.713 0.251 0.371 h = walking ------------------------------------------------------- 0.039 0.784 0.743 0.738 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.047 0.537 0.629 0.579 a = climbing down 0.036 0.830 0.566 0.673 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.056 0.635 0.698 0.665 d = lying 0.028 0.848 0.976 0.908 e = sitting 0.086 0.573 0.730 0.642 f = standing 0.014 0.855 0.538 0.660 g = running 0.060 0.708 0.926 0.802 h = walking ------------------------------------------------------- 0.045 0.741 0.719 0.715 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.774 0.721 0.747 a = climbing down 0.045 0.724 0.854 0.784 b = climbing up 0.000 1.000 0.901 0.948 c = jumping 0.018 0.906 0.964 0.934 d = lying 0.046 0.761 0.969 0.852 e = sitting 0.013 0.892 0.834 0.862 f = standing 0.003 0.984 0.789 0.876 g = running 0.028 0.826 0.761 0.792 h = walking ------------------------------------------------------- 0.024 0.853 0.842 0.842 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.093 0.507 0.789 0.617 a = climbing down 0.015 0.790 0.466 0.586 b = climbing up 0.000 1.000 0.949 0.974 c = jumping 0.010 0.830 0.273 0.410 d = lying 0.018 0.900 0.836 0.867 e = sitting 0.146 0.491 0.890 0.633 f = standing 0.012 0.939 0.996 0.967 g = running 0.024 0.848 0.726 0.782 h = walking ------------------------------------------------------- 0.042 0.779 0.723 0.713 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.869 0.494 0.630 a = climbing down 0.035 0.794 0.767 0.780 b = climbing up 0.001 0.975 0.917 0.945 c = jumping 0.006 0.916 0.380 0.538 d = lying 0.028 0.844 0.930 0.885 e = sitting 0.094 0.540 0.850 0.660 f = standing 0.003 0.986 0.963 0.974 g = running 0.084 0.685 0.934 0.790 h = walking ------------------------------------------------------- 0.036 0.813 0.776 0.766 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.916 0.713 0.802 a = climbing down 0.050 0.738 0.925 0.821 b = climbing up 0.000 0.987 0.852 0.915 c = jumping 0.009 0.952 0.957 0.955 d = lying 0.047 0.730 0.861 0.790 e = sitting 0.027 0.805 0.672 0.732 f = standing 0.008 0.954 0.997 0.975 g = running 0.019 0.885 0.819 0.851 h = walking ------------------------------------------------------- 0.023 0.861 0.853 0.852 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.715 0.835 0.770 a = climbing down 0.055 0.699 0.886 0.782 b = climbing up 0.000 1.000 0.935 0.966 c = jumping 0.001 0.994 0.924 0.958 d = lying 0.070 0.727 0.942 0.821 e = sitting 0.020 0.833 0.585 0.687 f = standing 0.005 0.973 0.999 0.986 g = running 0.016 0.868 0.586 0.700 h = walking ------------------------------------------------------- 0.028 0.840 0.825 0.821 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.106 0.312 0.681 0.428 a = climbing down 0.003 0.958 0.456 0.618 b = climbing up 0.000 1.000 0.952 0.976 c = jumping 0.010 0.946 0.904 0.924 d = lying 0.033 0.835 0.994 0.908 e = sitting 0.007 0.952 0.814 0.877 f = standing 0.163 0.533 0.997 0.695 g = running 0.004 0.882 0.128 0.224 h = walking ------------------------------------------------------- 0.041 0.816 0.715 0.688 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.717 0.401 0.514 a = climbing down 0.116 0.523 0.818 0.638 b = climbing up 0.001 0.964 0.975 0.970 c = jumping 0.003 0.984 0.925 0.954 d = lying 0.011 0.881 0.586 0.704 e = sitting 0.072 0.670 0.923 0.776 f = standing 0.000 0.997 0.950 0.973 g = running 0.068 0.594 0.537 0.564 h = walking ------------------------------------------------------- 0.041 0.774 0.748 0.744 Weighted Avg. >> headshinupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.060 0.668 0.889 0.763 a = climbing down 0.031 0.828 0.826 0.827 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.014 0.924 0.981 0.951 d = lying 0.098 0.408 0.425 0.416 e = sitting 0.081 0.348 0.300 0.322 f = standing 0.003 0.978 0.855 0.912 g = running 0.018 0.882 0.779 0.828 h = walking ------------------------------------------------------- 0.041 0.739 0.735 0.734 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.187 0.415 0.945 0.577 a = climbing down 0.028 0.716 0.524 0.605 b = climbing up 0.003 0.866 1.000 0.928 c = jumping 0.018 0.899 0.991 0.942 d = lying 0.001 0.996 0.957 0.976 e = sitting 0.008 0.945 0.882 0.912 f = standing 0.001 0.996 0.975 0.985 g = running 0.004 0.888 0.180 0.299 h = walking ------------------------------------------------------- 0.031 0.851 0.781 0.764 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.036 0.748 0.868 0.804 a = climbing down 0.050 0.726 0.878 0.795 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.004 0.975 0.987 0.981 d = lying 0.025 0.860 0.937 0.897 e = sitting 0.010 0.924 0.871 0.897 f = standing 0.001 0.996 0.938 0.966 g = running 0.014 0.896 0.657 0.758 h = walking ------------------------------------------------------- 0.018 0.887 0.878 0.878 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.017 0.787 0.410 0.539 a = climbing down 0.148 0.563 0.959 0.709 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.003 0.980 0.849 0.909 d = lying 0.049 0.697 0.954 0.805 e = sitting 0.024 0.801 0.755 0.777 f = standing 0.001 0.994 0.852 0.917 g = running 0.022 0.786 0.562 0.655 h = walking ------------------------------------------------------- 0.038 0.813 0.773 0.770 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.154 0.408 0.891 0.560 a = climbing down 0.025 0.813 0.781 0.797 b = climbing up 0.000 1.000 0.444 0.615 c = jumping 0.034 0.778 0.782 0.780 d = lying 0.082 0.586 0.881 0.704 e = sitting 0.054 0.617 0.608 0.613 f = standing 0.014 0.939 0.723 0.817 g = running 0.024 0.393 0.088 0.144 h = walking ------------------------------------------------------- 0.047 0.684 0.660 0.639 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.024 0.799 0.762 0.780 a = climbing down 0.065 0.630 0.817 0.711 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.018 0.899 0.948 0.923 d = lying 0.028 0.858 0.964 0.908 e = sitting 0.011 0.920 0.748 0.825 f = standing 0.001 0.993 1.000 0.996 g = running 0.024 0.827 0.661 0.735 h = walking ------------------------------------------------------- 0.023 0.859 0.851 0.850 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.072 0.619 0.777 0.689 a = climbing down 0.021 0.845 0.677 0.752 b = climbing up 0.010 0.675 0.994 0.804 c = jumping 0.006 0.958 0.938 0.948 d = lying 0.039 0.748 0.774 0.761 e = sitting 0.041 0.758 0.784 0.771 f = standing 0.001 0.994 0.886 0.937 g = running 0.050 0.689 0.677 0.683 h = walking ------------------------------------------------------- 0.031 0.805 0.792 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.007 0.906 0.772 0.834 a = climbing down 0.032 0.852 0.605 0.708 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.061 0.626 0.728 0.673 d = lying 0.023 0.873 0.985 0.926 e = sitting 0.076 0.610 0.740 0.668 f = standing 0.011 0.933 0.968 0.950 g = running 0.025 0.853 0.897 0.875 h = walking ------------------------------------------------------- 0.034 0.812 0.800 0.799 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.979 0.678 0.801 a = climbing down 0.054 0.693 0.886 0.778 b = climbing up 0.000 1.000 0.906 0.951 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.048 0.782 0.931 0.850 e = sitting 0.018 0.858 0.842 0.850 f = standing 0.003 0.985 0.804 0.886 g = running 0.028 0.844 0.844 0.844 h = walking ------------------------------------------------------- 0.022 0.876 0.860 0.861 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.027 0.795 0.896 0.842 a = climbing down 0.027 0.749 0.799 0.773 b = climbing up 0.000 1.000 0.961 0.980 c = jumping 0.002 0.989 0.766 0.863 d = lying 0.025 0.845 0.694 0.762 e = sitting 0.094 0.602 0.884 0.716 f = standing 0.011 0.946 0.993 0.969 g = running 0.007 0.954 0.791 0.865 h = walking ------------------------------------------------------- 0.026 0.857 0.832 0.836 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.908 0.635 0.747 a = climbing down 0.036 0.733 0.632 0.679 b = climbing up 0.000 1.000 0.920 0.958 c = jumping 0.004 0.976 0.883 0.927 d = lying 0.040 0.803 0.910 0.853 e = sitting 0.025 0.794 0.739 0.765 f = standing 0.003 0.985 0.970 0.977 g = running 0.084 0.684 0.928 0.787 h = walking ------------------------------------------------------- 0.029 0.842 0.830 0.829 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.833 0.797 0.815 a = climbing down 0.030 0.807 0.807 0.807 b = climbing up 0.000 0.991 0.943 0.967 c = jumping 0.000 0.998 0.982 0.990 d = lying 0.052 0.759 0.921 0.832 e = sitting 0.016 0.861 0.669 0.753 f = standing 0.003 0.982 0.999 0.990 g = running 0.024 0.873 0.885 0.879 h = walking ------------------------------------------------------- 0.020 0.879 0.876 0.874 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.837 0.696 0.760 a = climbing down 0.081 0.632 0.849 0.724 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.002 0.991 0.976 0.983 d = lying 0.076 0.701 0.964 0.812 e = sitting 0.007 0.898 0.450 0.600 f = standing 0.006 0.965 0.997 0.981 g = running 0.033 0.783 0.635 0.701 h = walking ------------------------------------------------------- 0.032 0.832 0.812 0.805 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.169 0.205 0.644 0.311 a = climbing down 0.008 0.906 0.521 0.661 b = climbing up 0.000 0.992 0.963 0.977 c = jumping 0.000 1.000 0.888 0.941 d = lying 0.010 0.947 0.968 0.957 e = sitting 0.021 0.880 0.965 0.921 f = standing 0.048 0.799 0.998 0.887 g = running 0.000 1.000 0.319 0.483 h = walking ------------------------------------------------------- 0.024 0.880 0.768 0.777 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.862 0.631 0.729 a = climbing down 0.099 0.567 0.871 0.687 b = climbing up 0.000 1.000 0.868 0.929 c = jumping 0.009 0.946 0.991 0.968 d = lying 0.024 0.847 0.785 0.814 e = sitting 0.028 0.827 0.861 0.843 f = standing 0.004 0.981 0.987 0.984 g = running 0.031 0.773 0.576 0.660 h = walking ------------------------------------------------------- 0.028 0.837 0.820 0.819 Weighted Avg. >> headshinwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.093 0.531 0.794 0.636 a = climbing down 0.064 0.712 0.917 0.802 b = climbing up 0.002 0.902 1.000 0.948 c = jumping 0.008 0.953 0.990 0.971 d = lying 0.069 0.472 0.350 0.402 e = sitting 0.106 0.384 0.471 0.423 f = standing 0.006 0.933 0.478 0.632 g = running 0.017 0.886 0.735 0.804 h = walking ------------------------------------------------------- 0.048 0.712 0.683 0.679 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.235 0.360 0.954 0.523 a = climbing down 0.006 0.907 0.473 0.622 b = climbing up 0.010 0.688 0.976 0.807 c = jumping 0.032 0.829 0.969 0.893 d = lying 0.002 0.991 0.986 0.988 e = sitting 0.006 0.960 0.807 0.877 f = standing 0.002 0.989 0.938 0.963 g = running 0.004 0.576 0.032 0.060 h = walking ------------------------------------------------------- 0.036 0.807 0.740 0.710 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.853 0.910 0.881 a = climbing down 0.049 0.729 0.873 0.795 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.005 0.973 0.966 0.970 d = lying 0.031 0.828 0.966 0.892 e = sitting 0.008 0.937 0.907 0.922 f = standing 0.001 0.994 0.874 0.930 g = running 0.016 0.892 0.723 0.799 h = walking ------------------------------------------------------- 0.017 0.895 0.886 0.887 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.612 0.338 0.436 a = climbing down 0.130 0.592 0.975 0.737 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.005 0.964 0.859 0.909 d = lying 0.073 0.606 0.973 0.746 e = sitting 0.023 0.839 0.828 0.833 f = standing 0.002 0.988 0.702 0.820 g = running 0.012 0.884 0.659 0.755 h = walking ------------------------------------------------------- 0.039 0.798 0.759 0.754 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.147 0.412 0.846 0.554 a = climbing down 0.041 0.754 0.913 0.826 b = climbing up 0.000 1.000 0.212 0.350 c = jumping 0.011 0.920 0.809 0.861 d = lying 0.055 0.682 0.913 0.781 e = sitting 0.037 0.729 0.701 0.714 f = standing 0.019 0.932 0.894 0.912 g = running 0.005 0.721 0.073 0.133 h = walking ------------------------------------------------------- 0.038 0.768 0.723 0.690 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.877 0.809 0.842 a = climbing down 0.081 0.561 0.751 0.642 b = climbing up 0.001 0.970 0.988 0.979 c = jumping 0.030 0.838 0.914 0.875 d = lying 0.027 0.856 0.932 0.892 e = sitting 0.018 0.870 0.706 0.780 f = standing 0.001 0.993 0.992 0.993 g = running 0.027 0.797 0.625 0.701 h = walking ------------------------------------------------------- 0.027 0.837 0.826 0.827 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.094 0.561 0.801 0.660 a = climbing down 0.026 0.815 0.699 0.753 b = climbing up 0.000 1.000 0.977 0.988 c = jumping 0.018 0.875 0.934 0.903 d = lying 0.027 0.814 0.783 0.798 e = sitting 0.040 0.770 0.788 0.779 f = standing 0.002 0.989 0.944 0.966 g = running 0.022 0.820 0.621 0.707 h = walking ------------------------------------------------------- 0.031 0.817 0.802 0.804 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.022 0.747 0.768 0.757 a = climbing down 0.023 0.886 0.571 0.694 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.038 0.686 0.649 0.667 d = lying 0.028 0.848 0.923 0.884 e = sitting 0.099 0.561 0.799 0.659 f = standing 0.006 0.960 0.894 0.926 g = running 0.043 0.773 0.928 0.844 h = walking ------------------------------------------------------- 0.036 0.799 0.777 0.776 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.877 0.822 0.849 a = climbing down 0.048 0.709 0.873 0.782 b = climbing up 0.000 0.988 0.936 0.961 c = jumping 0.011 0.940 0.974 0.957 d = lying 0.043 0.801 0.954 0.871 e = sitting 0.011 0.910 0.876 0.893 f = standing 0.002 0.990 0.821 0.898 g = running 0.016 0.896 0.784 0.836 h = walking ------------------------------------------------------- 0.020 0.884 0.874 0.875 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.558 0.816 0.662 a = climbing down 0.013 0.841 0.528 0.649 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.011 0.880 0.481 0.622 d = lying 0.025 0.839 0.690 0.757 e = sitting 0.132 0.507 0.872 0.641 f = standing 0.026 0.875 0.982 0.925 g = running 0.017 0.887 0.740 0.807 h = walking ------------------------------------------------------- 0.040 0.788 0.738 0.738 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.922 0.680 0.783 a = climbing down 0.045 0.774 0.874 0.821 b = climbing up 0.000 1.000 0.927 0.962 c = jumping 0.001 0.981 0.474 0.639 d = lying 0.032 0.826 0.929 0.875 e = sitting 0.083 0.563 0.827 0.670 f = standing 0.002 0.988 0.987 0.988 g = running 0.038 0.824 0.889 0.856 h = walking ------------------------------------------------------- 0.028 0.849 0.820 0.816 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.003 0.975 0.827 0.895 a = climbing down 0.028 0.826 0.885 0.854 b = climbing up 0.000 0.994 0.951 0.972 c = jumping 0.005 0.974 0.981 0.977 d = lying 0.048 0.764 0.939 0.843 e = sitting 0.012 0.901 0.679 0.774 f = standing 0.004 0.979 0.997 0.988 g = running 0.026 0.862 0.906 0.884 h = walking ------------------------------------------------------- 0.018 0.899 0.893 0.891 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.006 0.926 0.704 0.800 a = climbing down 0.055 0.704 0.890 0.786 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.001 0.996 0.948 0.971 d = lying 0.098 0.657 0.971 0.784 e = sitting 0.012 0.849 0.405 0.548 f = standing 0.003 0.981 0.998 0.990 g = running 0.030 0.828 0.784 0.805 h = walking ------------------------------------------------------- 0.030 0.848 0.825 0.817 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.156 0.195 0.549 0.288 a = climbing down 0.005 0.909 0.317 0.470 b = climbing up 0.000 1.000 0.921 0.959 c = jumping 0.002 0.988 0.951 0.969 d = lying 0.013 0.933 0.978 0.955 e = sitting 0.007 0.959 0.936 0.947 f = standing 0.064 0.749 1.000 0.857 g = running 0.001 0.986 0.493 0.657 h = walking ------------------------------------------------------- 0.024 0.876 0.777 0.786 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.837 0.654 0.734 a = climbing down 0.068 0.625 0.781 0.694 b = climbing up 0.000 0.994 0.957 0.975 c = jumping 0.001 0.997 0.949 0.972 d = lying 0.017 0.879 0.882 0.881 e = sitting 0.025 0.853 0.899 0.875 f = standing 0.002 0.991 0.984 0.987 g = running 0.043 0.765 0.753 0.759 h = walking ------------------------------------------------------- 0.024 0.858 0.850 0.851 Weighted Avg. >> headthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.772 0.787 a = climbing down 0.046 0.791 0.917 0.850 b = climbing up 0.000 1.000 0.985 0.993 c = jumping 0.016 0.911 0.965 0.937 d = lying 0.095 0.338 0.410 0.370 e = sitting 0.065 0.562 0.438 0.492 f = standing 0.001 0.990 0.882 0.933 g = running 0.022 0.872 0.869 0.870 h = walking ------------------------------------------------------- 0.036 0.771 0.767 0.766 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.261 0.335 0.939 0.494 a = climbing down 0.007 0.848 0.294 0.437 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.009 0.946 0.981 0.963 d = lying 0.011 0.940 0.986 0.962 e = sitting 0.005 0.968 0.873 0.918 f = standing 0.001 0.996 1.000 0.998 g = running 0.007 0.522 0.040 0.075 h = walking ------------------------------------------------------- 0.038 0.804 0.737 0.704 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.057 0.640 0.825 0.721 a = climbing down 0.058 0.712 0.907 0.798 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.006 0.966 0.983 0.974 d = lying 0.006 0.961 0.959 0.960 e = sitting 0.008 0.942 0.945 0.944 f = standing 0.002 0.992 0.957 0.974 g = running 0.016 0.857 0.501 0.632 h = walking ------------------------------------------------------- 0.019 0.881 0.868 0.864 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.711 0.447 0.549 a = climbing down 0.103 0.645 0.944 0.767 b = climbing up 0.000 1.000 0.977 0.989 c = jumping 0.007 0.952 0.859 0.903 d = lying 0.064 0.640 0.968 0.771 e = sitting 0.025 0.792 0.735 0.763 f = standing 0.001 0.993 0.774 0.870 g = running 0.025 0.808 0.722 0.763 h = walking ------------------------------------------------------- 0.035 0.809 0.782 0.779 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.105 0.476 0.840 0.608 a = climbing down 0.022 0.817 0.726 0.769 b = climbing up 0.000 1.000 0.138 0.242 c = jumping 0.046 0.703 0.753 0.727 d = lying 0.076 0.629 0.939 0.754 e = sitting 0.039 0.739 0.629 0.680 f = standing 0.022 0.909 0.771 0.834 g = running 0.026 0.728 0.415 0.529 h = walking ------------------------------------------------------- 0.043 0.744 0.707 0.703 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.684 0.722 0.703 a = climbing down 0.067 0.597 0.686 0.638 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.014 0.928 0.943 0.935 d = lying 0.014 0.911 0.951 0.931 e = sitting 0.016 0.902 0.845 0.873 f = standing 0.001 0.994 1.000 0.997 g = running 0.045 0.712 0.598 0.650 h = walking ------------------------------------------------------- 0.025 0.716 0.718 0.716 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.095 0.499 0.641 0.561 a = climbing down 0.037 0.778 0.760 0.769 b = climbing up 0.043 0.321 1.000 0.486 c = jumping 0.010 0.928 0.926 0.927 d = lying 0.027 0.806 0.738 0.770 e = sitting 0.045 0.750 0.824 0.786 f = standing 0.002 0.987 0.720 0.833 g = running 0.051 0.603 0.471 0.529 h = walking ------------------------------------------------------- 0.037 0.762 0.728 0.735 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.697 0.662 0.679 a = climbing down 0.033 0.845 0.605 0.705 b = climbing up 0.000 1.000 0.910 0.953 c = jumping 0.042 0.704 0.701 0.703 d = lying 0.035 0.807 0.939 0.868 e = sitting 0.084 0.580 0.716 0.641 f = standing 0.012 0.923 0.966 0.944 g = running 0.026 0.848 0.915 0.880 h = walking ------------------------------------------------------- 0.037 0.788 0.779 0.777 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.978 0.602 0.745 a = climbing down 0.042 0.740 0.912 0.817 b = climbing up 0.000 1.000 0.966 0.982 c = jumping 0.010 0.941 0.998 0.969 d = lying 0.080 0.619 0.906 0.736 e = sitting 0.023 0.858 0.729 0.788 f = standing 0.001 0.995 0.770 0.868 g = running 0.039 0.791 0.872 0.829 h = walking ------------------------------------------------------- 0.026 0.858 0.830 0.831 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.031 0.764 0.863 0.810 a = climbing down 0.041 0.670 0.816 0.736 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.004 0.975 0.758 0.853 d = lying 0.028 0.835 0.715 0.770 e = sitting 0.084 0.653 0.912 0.761 f = standing 0.008 0.961 0.998 0.979 g = running 0.005 0.964 0.718 0.823 h = walking ------------------------------------------------------- 0.026 0.851 0.827 0.829 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.004 0.947 0.523 0.673 a = climbing down 0.032 0.713 0.518 0.600 b = climbing up 0.000 1.000 0.740 0.850 c = jumping 0.004 0.977 0.913 0.944 d = lying 0.043 0.768 0.895 0.827 e = sitting 0.025 0.833 0.749 0.789 f = standing 0.007 0.964 0.992 0.977 g = running 0.115 0.606 0.943 0.738 h = walking ------------------------------------------------------- 0.034 0.829 0.805 0.801 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.041 0.701 0.839 0.764 a = climbing down 0.039 0.777 0.823 0.799 b = climbing up 0.000 0.990 0.813 0.893 c = jumping 0.000 0.999 0.983 0.991 d = lying 0.074 0.606 0.738 0.666 e = sitting 0.042 0.667 0.536 0.594 f = standing 0.004 0.980 0.999 0.990 g = running 0.011 0.931 0.761 0.838 h = walking ------------------------------------------------------- 0.028 0.826 0.817 0.817 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.858 0.587 0.697 a = climbing down 0.129 0.524 0.928 0.669 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.002 0.987 0.971 0.979 d = lying 0.077 0.671 0.842 0.747 e = sitting 0.029 0.686 0.444 0.539 f = standing 0.004 0.980 1.000 0.990 g = running 0.019 0.825 0.476 0.604 h = walking ------------------------------------------------------- 0.038 0.798 0.767 0.760 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.199 0.214 0.791 0.337 a = climbing down 0.003 0.953 0.380 0.543 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.000 1.000 0.799 0.888 d = lying 0.137 0.557 0.995 0.714 e = sitting 0.033 0.464 0.182 0.261 f = standing 0.030 0.865 0.998 0.927 g = running 0.010 0.851 0.282 0.423 h = walking ------------------------------------------------------- 0.045 0.757 0.632 0.622 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.785 0.646 0.709 a = climbing down 0.057 0.646 0.684 0.664 b = climbing up 0.000 1.000 0.824 0.903 c = jumping 0.014 0.924 0.987 0.954 d = lying 0.012 0.784 0.306 0.440 e = sitting 0.094 0.614 0.911 0.733 f = standing 0.004 0.977 0.972 0.975 g = running 0.060 0.717 0.788 0.751 h = walking ------------------------------------------------------- 0.038 0.786 0.772 0.760 Weighted Avg. >> headthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.066 0.554 0.628 0.588 a = climbing down 0.080 0.687 0.960 0.801 b = climbing up 0.000 0.980 0.987 0.983 c = jumping 0.006 0.964 0.983 0.974 d = lying 0.067 0.333 0.287 0.309 e = sitting 0.088 0.554 0.582 0.568 f = standing 0.002 0.982 0.596 0.742 g = running 0.019 0.886 0.790 0.835 h = walking ------------------------------------------------------- 0.045 0.734 0.717 0.714 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.270 0.333 0.947 0.492 a = climbing down 0.005 0.851 0.209 0.336 b = climbing up 0.002 0.930 0.947 0.938 c = jumping 0.021 0.863 0.844 0.854 d = lying 0.009 0.949 0.986 0.967 e = sitting 0.025 0.854 0.825 0.839 f = standing 0.003 0.982 0.990 0.986 g = running 0.007 0.366 0.022 0.041 h = walking ------------------------------------------------------- 0.044 0.751 0.702 0.663 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.045 0.735 0.923 0.818 a = climbing down 0.044 0.756 0.886 0.816 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.017 0.900 0.935 0.917 d = lying 0.014 0.913 0.981 0.946 e = sitting 0.011 0.915 0.866 0.890 f = standing 0.002 0.990 0.925 0.956 g = running 0.011 0.916 0.620 0.739 h = walking ------------------------------------------------------- 0.019 0.885 0.875 0.873 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.066 0.505 0.426 0.462 a = climbing down 0.105 0.635 0.955 0.762 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.008 0.941 0.863 0.901 d = lying 0.094 0.543 0.980 0.699 e = sitting 0.019 0.851 0.733 0.788 f = standing 0.001 0.991 0.669 0.799 g = running 0.015 0.832 0.509 0.632 h = walking ------------------------------------------------------- 0.041 0.777 0.732 0.731 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.087 0.509 0.765 0.612 a = climbing down 0.040 0.731 0.807 0.767 b = climbing up 0.000 1.000 0.104 0.188 c = jumping 0.020 0.847 0.720 0.778 d = lying 0.043 0.750 0.937 0.833 e = sitting 0.043 0.752 0.789 0.770 f = standing 0.024 0.913 0.891 0.902 g = running 0.012 0.882 0.515 0.651 h = walking ------------------------------------------------------- 0.035 0.795 0.767 0.762 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.757 0.769 0.763 a = climbing down 0.093 0.491 0.622 0.549 b = climbing up 0.000 1.000 0.667 0.800 c = jumping 0.025 0.873 0.928 0.900 d = lying 0.012 0.911 0.888 0.899 e = sitting 0.027 0.831 0.789 0.810 f = standing 0.001 0.994 0.990 0.992 g = running 0.041 0.716 0.559 0.628 h = walking ------------------------------------------------------- 0.032 0.805 0.797 0.798 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.115 0.480 0.718 0.575 a = climbing down 0.032 0.762 0.622 0.685 b = climbing up 0.000 0.982 1.000 0.991 c = jumping 0.022 0.846 0.894 0.869 d = lying 0.023 0.831 0.750 0.789 e = sitting 0.049 0.737 0.790 0.763 f = standing 0.003 0.987 0.951 0.969 g = running 0.030 0.751 0.554 0.637 h = walking ------------------------------------------------------- 0.037 0.783 0.763 0.766 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.043 0.586 0.717 0.645 a = climbing down 0.022 0.894 0.551 0.682 b = climbing up 0.000 1.000 0.937 0.967 c = jumping 0.032 0.732 0.681 0.706 d = lying 0.035 0.797 0.873 0.833 e = sitting 0.109 0.524 0.758 0.620 f = standing 0.011 0.920 0.796 0.854 g = running 0.045 0.765 0.943 0.845 h = walking ------------------------------------------------------- 0.040 0.776 0.743 0.744 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.015 0.872 0.788 0.828 a = climbing down 0.044 0.721 0.863 0.786 b = climbing up 0.000 0.994 0.931 0.962 c = jumping 0.010 0.944 0.977 0.960 d = lying 0.053 0.714 0.927 0.806 e = sitting 0.017 0.898 0.841 0.869 f = standing 0.002 0.990 0.811 0.892 g = running 0.020 0.873 0.809 0.840 h = walking ------------------------------------------------------- 0.021 0.873 0.860 0.862 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.077 0.568 0.790 0.661 a = climbing down 0.021 0.777 0.589 0.670 b = climbing up 0.000 0.993 0.949 0.971 c = jumping 0.013 0.859 0.472 0.609 d = lying 0.026 0.844 0.747 0.793 e = sitting 0.118 0.553 0.874 0.677 f = standing 0.021 0.898 0.996 0.945 g = running 0.012 0.918 0.726 0.811 h = walking ------------------------------------------------------- 0.039 0.789 0.752 0.751 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.015 0.845 0.672 0.749 a = climbing down 0.041 0.771 0.786 0.778 b = climbing up 0.000 1.000 0.817 0.899 c = jumping 0.002 0.984 0.650 0.783 d = lying 0.026 0.838 0.874 0.855 e = sitting 0.072 0.657 0.858 0.744 f = standing 0.005 0.974 0.992 0.983 g = running 0.050 0.764 0.867 0.812 h = walking ------------------------------------------------------- 0.030 0.836 0.820 0.819 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.959 0.846 0.899 a = climbing down 0.039 0.793 0.930 0.856 b = climbing up 0.000 1.000 0.926 0.962 c = jumping 0.005 0.974 0.985 0.979 d = lying 0.063 0.648 0.783 0.709 e = sitting 0.034 0.740 0.586 0.654 f = standing 0.004 0.979 0.998 0.989 g = running 0.013 0.921 0.859 0.889 h = walking ------------------------------------------------------- 0.022 0.866 0.860 0.859 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.907 0.690 0.784 a = climbing down 0.071 0.652 0.920 0.763 b = climbing up 0.005 0.830 0.984 0.900 c = jumping 0.000 0.998 0.921 0.958 d = lying 0.099 0.642 0.920 0.757 e = sitting 0.024 0.763 0.437 0.556 f = standing 0.003 0.985 0.969 0.977 g = running 0.016 0.892 0.742 0.810 h = walking ------------------------------------------------------- 0.032 0.831 0.807 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.183 0.247 0.806 0.378 a = climbing down 0.004 0.892 0.225 0.359 b = climbing up 0.000 1.000 0.933 0.966 c = jumping 0.001 0.997 0.955 0.976 d = lying 0.166 0.496 0.993 0.662 e = sitting 0.005 0.827 0.116 0.203 f = standing 0.042 0.812 0.993 0.894 g = running 0.010 0.883 0.383 0.535 h = walking ------------------------------------------------------- 0.046 0.786 0.635 0.603 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.745 0.676 0.709 a = climbing down 0.053 0.620 0.598 0.609 b = climbing up 0.003 0.884 0.994 0.936 c = jumping 0.008 0.955 0.950 0.952 d = lying 0.011 0.843 0.409 0.551 e = sitting 0.092 0.616 0.902 0.732 f = standing 0.001 0.995 0.952 0.973 g = running 0.059 0.726 0.813 0.767 h = walking ------------------------------------------------------- 0.036 0.793 0.777 0.771 Weighted Avg. >> headupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.023 0.817 0.780 0.798 a = climbing down 0.028 0.852 0.910 0.880 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.008 0.953 0.962 0.957 d = lying 0.084 0.452 0.456 0.454 e = sitting 0.085 0.525 0.515 0.520 f = standing 0.001 0.993 0.882 0.934 g = running 0.021 0.884 0.952 0.917 h = walking ------------------------------------------------------- 0.035 0.787 0.786 0.785 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.216 0.386 0.970 0.553 a = climbing down 0.009 0.850 0.396 0.541 b = climbing up 0.006 0.767 1.000 0.868 c = jumping 0.004 0.976 0.993 0.985 d = lying 0.015 0.926 0.987 0.956 e = sitting 0.002 0.989 0.883 0.933 f = standing 0.002 0.990 0.958 0.974 g = running 0.007 0.828 0.183 0.300 h = walking ------------------------------------------------------- 0.032 0.858 0.772 0.756 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.931 0.925 a = climbing down 0.031 0.810 0.849 0.829 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.006 0.966 0.986 0.976 d = lying 0.009 0.942 0.941 0.942 e = sitting 0.008 0.941 0.922 0.931 f = standing 0.002 0.992 0.975 0.984 g = running 0.023 0.873 0.845 0.859 h = walking ------------------------------------------------------- 0.012 0.924 0.924 0.924 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.027 0.747 0.530 0.620 a = climbing down 0.128 0.595 0.961 0.735 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.958 0.872 0.913 d = lying 0.059 0.646 0.923 0.760 e = sitting 0.025 0.790 0.741 0.765 f = standing 0.002 0.993 0.819 0.897 g = running 0.006 0.928 0.567 0.704 h = walking ------------------------------------------------------- 0.035 0.824 0.783 0.783 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.043 0.675 0.782 0.725 a = climbing down 0.044 0.737 0.911 0.815 b = climbing up 0.000 1.000 0.419 0.591 c = jumping 0.039 0.753 0.813 0.782 d = lying 0.048 0.728 0.920 0.812 e = sitting 0.039 0.740 0.667 0.701 f = standing 0.015 0.944 0.858 0.899 g = running 0.010 0.914 0.647 0.758 h = walking ------------------------------------------------------- 0.031 0.809 0.793 0.792 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.778 0.792 0.785 a = climbing down 0.083 0.525 0.695 0.598 b = climbing up 0.000 1.000 0.955 0.977 c = jumping 0.012 0.929 0.971 0.949 d = lying 0.028 0.820 0.713 0.763 e = sitting 0.056 0.706 0.773 0.738 f = standing 0.002 0.992 0.990 0.991 g = running 0.035 0.741 0.552 0.633 h = walking ------------------------------------------------------- 0.033 0.798 0.789 0.789 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.801 0.729 0.763 a = climbing down 0.027 0.820 0.775 0.797 b = climbing up 0.031 0.399 0.988 0.568 c = jumping 0.010 0.928 0.928 0.928 d = lying 0.040 0.752 0.673 0.710 e = sitting 0.066 0.648 0.778 0.707 f = standing 0.002 0.989 0.737 0.845 g = running 0.040 0.782 0.907 0.840 h = walking ------------------------------------------------------- 0.030 0.812 0.787 0.792 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.860 0.803 0.831 a = climbing down 0.029 0.860 0.576 0.690 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.043 0.676 0.685 0.681 d = lying 0.034 0.793 0.812 0.803 e = sitting 0.095 0.555 0.730 0.631 f = standing 0.007 0.954 0.977 0.966 g = running 0.051 0.738 0.899 0.811 h = walking ------------------------------------------------------- 0.039 0.785 0.768 0.767 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.937 0.799 0.862 a = climbing down 0.047 0.716 0.923 0.807 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.010 0.944 0.997 0.970 d = lying 0.072 0.657 0.783 0.715 e = sitting 0.040 0.760 0.719 0.739 f = standing 0.001 0.994 0.833 0.906 g = running 0.016 0.894 0.789 0.838 h = walking ------------------------------------------------------- 0.027 0.849 0.835 0.837 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.726 0.892 0.800 a = climbing down 0.038 0.679 0.829 0.746 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.001 0.990 0.758 0.858 d = lying 0.038 0.646 0.360 0.463 e = sitting 0.157 0.516 0.854 0.643 f = standing 0.011 0.943 0.984 0.963 g = running 0.002 0.981 0.662 0.790 h = walking ------------------------------------------------------- 0.041 0.794 0.755 0.753 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.007 0.926 0.732 0.818 a = climbing down 0.041 0.730 0.737 0.733 b = climbing up 0.000 1.000 0.764 0.866 c = jumping 0.004 0.978 0.943 0.960 d = lying 0.053 0.711 0.837 0.769 e = sitting 0.031 0.789 0.682 0.732 f = standing 0.006 0.966 0.996 0.981 g = running 0.050 0.766 0.881 0.820 h = walking ------------------------------------------------------- 0.027 0.842 0.835 0.835 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.911 0.883 0.897 a = climbing down 0.026 0.847 0.881 0.864 b = climbing up 0.000 0.975 0.959 0.967 c = jumping 0.001 0.997 0.987 0.992 d = lying 0.078 0.669 0.917 0.774 e = sitting 0.015 0.839 0.507 0.632 f = standing 0.002 0.989 0.997 0.993 g = running 0.016 0.912 0.891 0.902 h = walking ------------------------------------------------------- 0.021 0.884 0.874 0.870 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.936 0.576 0.713 a = climbing down 0.099 0.584 0.890 0.705 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.989 0.971 0.980 d = lying 0.120 0.592 0.937 0.726 e = sitting 0.012 0.624 0.144 0.234 f = standing 0.005 0.973 0.999 0.986 g = running 0.031 0.806 0.664 0.728 h = walking ------------------------------------------------------- 0.040 0.790 0.767 0.744 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.149 0.246 0.740 0.370 a = climbing down 0.007 0.906 0.407 0.562 b = climbing up 0.000 1.000 0.874 0.933 c = jumping 0.000 1.000 0.928 0.963 d = lying 0.098 0.643 0.972 0.774 e = sitting 0.014 0.802 0.383 0.519 f = standing 0.041 0.823 0.999 0.902 g = running 0.002 0.984 0.560 0.713 h = walking ------------------------------------------------------- 0.034 0.828 0.722 0.727 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.810 0.806 0.808 a = climbing down 0.027 0.773 0.633 0.696 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.009 0.950 0.978 0.963 d = lying 0.048 0.690 0.755 0.721 e = sitting 0.032 0.781 0.702 0.739 f = standing 0.003 0.985 0.989 0.987 g = running 0.044 0.798 0.912 0.851 h = walking ------------------------------------------------------- 0.026 0.837 0.837 0.835 Weighted Avg. >> shinthighupperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.098 0.559 0.899 0.690 a = climbing down 0.058 0.747 0.921 0.825 b = climbing up 0.003 0.876 0.978 0.924 c = jumping 0.021 0.857 0.697 0.769 d = lying 0.074 0.343 0.313 0.327 e = sitting 0.121 0.352 0.440 0.391 f = standing 0.004 0.978 0.881 0.927 g = running 0.005 0.931 0.383 0.543 h = walking ------------------------------------------------------- 0.050 0.712 0.665 0.662 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.112 0.524 0.893 0.661 a = climbing down 0.009 0.889 0.527 0.662 b = climbing up 0.000 0.986 0.901 0.942 c = jumping 0.009 0.954 0.993 0.973 d = lying 0.001 0.993 0.997 0.995 e = sitting 0.001 0.992 0.939 0.965 f = standing 0.003 0.983 0.998 0.991 g = running 0.018 0.866 0.655 0.746 h = walking ------------------------------------------------------- 0.019 0.897 0.867 0.868 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.790 0.856 0.822 a = climbing down 0.042 0.762 0.914 0.831 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.015 0.916 0.988 0.951 d = lying 0.018 0.895 0.978 0.935 e = sitting 0.003 0.979 0.893 0.934 f = standing 0.001 0.993 0.918 0.954 g = running 0.019 0.865 0.680 0.761 h = walking ------------------------------------------------------- 0.017 0.896 0.890 0.889 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.019 0.744 0.377 0.500 a = climbing down 0.108 0.625 0.935 0.749 b = climbing up 0.000 0.992 0.970 0.981 c = jumping 0.007 0.950 0.786 0.860 d = lying 0.041 0.771 0.993 0.868 e = sitting 0.030 0.776 0.822 0.798 f = standing 0.001 0.997 0.839 0.912 g = running 0.031 0.778 0.762 0.770 h = walking ------------------------------------------------------- 0.033 0.818 0.796 0.790 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.153 0.402 0.864 0.548 a = climbing down 0.022 0.822 0.724 0.770 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.039 0.747 0.752 0.749 d = lying 0.066 0.650 0.929 0.765 e = sitting 0.046 0.669 0.647 0.658 f = standing 0.005 0.979 0.777 0.866 g = running 0.037 0.305 0.093 0.143 h = walking ------------------------------------------------------- 0.044 0.690 0.676 0.660 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.753 0.744 0.749 a = climbing down 0.086 0.541 0.704 0.612 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.026 0.876 0.947 0.910 d = lying 0.013 0.918 0.979 0.947 e = sitting 0.011 0.926 0.785 0.850 f = standing 0.001 0.996 0.999 0.998 g = running 0.042 0.708 0.546 0.617 h = walking ------------------------------------------------------- 0.026 0.715 0.713 0.710 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.644 0.759 0.697 a = climbing down 0.031 0.808 0.803 0.805 b = climbing up 0.008 0.697 0.988 0.817 c = jumping 0.010 0.938 0.872 0.904 d = lying 0.018 0.868 0.807 0.836 e = sitting 0.045 0.746 0.855 0.797 f = standing 0.002 0.989 0.923 0.955 g = running 0.030 0.791 0.687 0.736 h = walking ------------------------------------------------------- 0.026 0.832 0.822 0.825 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.018 0.818 0.806 0.812 a = climbing down 0.020 0.890 0.558 0.686 b = climbing up 0.000 1.000 0.854 0.921 c = jumping 0.045 0.618 0.529 0.570 d = lying 0.032 0.825 0.986 0.898 e = sitting 0.118 0.495 0.734 0.591 f = standing 0.010 0.934 0.967 0.951 g = running 0.021 0.876 0.941 0.907 h = walking ------------------------------------------------------- 0.036 0.794 0.771 0.769 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.953 0.703 0.809 a = climbing down 0.027 0.811 0.836 0.823 b = climbing up 0.000 1.000 0.912 0.954 c = jumping 0.006 0.965 0.984 0.974 d = lying 0.045 0.768 0.972 0.858 e = sitting 0.012 0.910 0.912 0.911 f = standing 0.002 0.988 0.796 0.882 g = running 0.041 0.804 0.942 0.867 h = walking ------------------------------------------------------- 0.019 0.893 0.880 0.880 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.051 0.665 0.863 0.751 a = climbing down 0.008 0.858 0.465 0.603 b = climbing up 0.000 0.981 0.987 0.984 c = jumping 0.002 0.987 0.767 0.863 d = lying 0.013 0.924 0.829 0.874 e = sitting 0.067 0.700 0.959 0.810 f = standing 0.006 0.968 0.998 0.983 g = running 0.029 0.853 0.882 0.867 h = walking ------------------------------------------------------- 0.024 0.866 0.847 0.844 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.913 0.610 0.731 a = climbing down 0.052 0.728 0.883 0.798 b = climbing up 0.002 0.913 0.811 0.859 c = jumping 0.005 0.968 0.921 0.944 d = lying 0.018 0.897 0.931 0.914 e = sitting 0.018 0.862 0.867 0.865 f = standing 0.005 0.971 0.960 0.966 g = running 0.042 0.804 0.877 0.839 h = walking ------------------------------------------------------- 0.021 0.878 0.871 0.870 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.798 0.769 0.783 a = climbing down 0.047 0.746 0.857 0.798 b = climbing up 0.000 0.990 0.837 0.907 c = jumping 0.001 0.995 0.986 0.990 d = lying 0.046 0.744 0.858 0.797 e = sitting 0.023 0.827 0.713 0.766 f = standing 0.003 0.984 0.999 0.991 g = running 0.017 0.901 0.803 0.849 h = walking ------------------------------------------------------- 0.021 0.867 0.862 0.862 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.804 0.678 0.736 a = climbing down 0.116 0.557 0.959 0.705 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.986 0.979 0.983 d = lying 0.064 0.738 0.968 0.837 e = sitting 0.007 0.916 0.536 0.677 f = standing 0.001 0.993 0.999 0.996 g = running 0.012 0.876 0.455 0.599 h = walking ------------------------------------------------------- 0.031 0.847 0.809 0.801 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.093 0.333 0.676 0.446 a = climbing down 0.003 0.954 0.345 0.507 b = climbing up 0.000 0.978 0.985 0.982 c = jumping 0.000 0.997 0.260 0.413 d = lying 0.033 0.838 0.993 0.909 e = sitting 0.130 0.514 0.863 0.644 f = standing 0.041 0.823 0.998 0.902 g = running 0.008 0.958 0.872 0.913 h = walking ------------------------------------------------------- 0.037 0.824 0.729 0.710 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.842 0.527 0.648 a = climbing down 0.077 0.628 0.851 0.723 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.012 0.934 0.944 0.939 d = lying 0.011 0.889 0.575 0.699 e = sitting 0.061 0.709 0.929 0.804 f = standing 0.001 0.995 0.984 0.989 g = running 0.053 0.720 0.718 0.719 h = walking ------------------------------------------------------- 0.032 0.822 0.804 0.801 Weighted Avg. >> shinthighwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.081 0.574 0.794 0.666 a = climbing down 0.103 0.638 0.980 0.773 b = climbing up 0.009 0.673 0.993 0.802 c = jumping 0.015 0.916 0.917 0.917 d = lying 0.062 0.337 0.257 0.292 e = sitting 0.095 0.447 0.518 0.480 f = standing 0.003 0.970 0.602 0.743 g = running 0.008 0.918 0.481 0.631 h = walking ------------------------------------------------------- 0.049 0.711 0.672 0.665 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.129 0.495 0.932 0.647 a = climbing down 0.003 0.953 0.536 0.686 b = climbing up 0.000 1.000 0.879 0.935 c = jumping 0.049 0.783 0.984 0.872 d = lying 0.001 0.994 0.990 0.992 e = sitting 0.002 0.981 0.716 0.828 f = standing 0.005 0.971 1.000 0.985 g = running 0.021 0.812 0.507 0.624 h = walking ------------------------------------------------------- 0.028 0.865 0.817 0.816 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.909 0.890 0.900 a = climbing down 0.037 0.783 0.901 0.838 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.915 0.949 0.932 d = lying 0.028 0.837 0.986 0.906 e = sitting 0.009 0.943 0.900 0.921 f = standing 0.001 0.993 0.863 0.924 g = running 0.019 0.882 0.790 0.833 h = walking ------------------------------------------------------- 0.016 0.901 0.896 0.896 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.036 0.632 0.408 0.496 a = climbing down 0.090 0.664 0.950 0.782 b = climbing up 0.000 0.993 0.906 0.947 c = jumping 0.022 0.846 0.771 0.807 d = lying 0.080 0.629 0.996 0.771 e = sitting 0.031 0.765 0.735 0.750 f = standing 0.002 0.987 0.672 0.800 g = running 0.020 0.844 0.760 0.800 h = walking ------------------------------------------------------- 0.038 0.782 0.756 0.751 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.148 0.412 0.838 0.552 a = climbing down 0.028 0.810 0.875 0.842 b = climbing up 0.000 1.000 0.808 0.894 c = jumping 0.007 0.948 0.813 0.875 d = lying 0.048 0.716 0.935 0.811 e = sitting 0.032 0.786 0.825 0.805 f = standing 0.008 0.969 0.880 0.922 g = running 0.013 0.629 0.120 0.202 h = walking ------------------------------------------------------- 0.034 0.783 0.750 0.729 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.817 0.779 0.798 a = climbing down 0.105 0.463 0.634 0.535 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.059 0.741 0.903 0.814 d = lying 0.016 0.895 0.965 0.929 e = sitting 0.017 0.852 0.584 0.693 f = standing 0.001 0.995 0.998 0.996 g = running 0.040 0.712 0.531 0.608 h = walking ------------------------------------------------------- 0.033 0.684 0.674 0.672 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.059 0.657 0.782 0.714 a = climbing down 0.033 0.790 0.793 0.791 b = climbing up 0.000 1.000 0.975 0.987 c = jumping 0.022 0.865 0.877 0.871 d = lying 0.016 0.880 0.797 0.836 e = sitting 0.047 0.741 0.801 0.770 f = standing 0.003 0.986 0.972 0.979 g = running 0.013 0.907 0.758 0.826 h = walking ------------------------------------------------------- 0.026 0.842 0.834 0.835 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.069 0.529 0.784 0.632 a = climbing down 0.013 0.931 0.586 0.719 b = climbing up 0.000 0.982 0.960 0.971 c = jumping 0.031 0.665 0.488 0.563 d = lying 0.031 0.832 0.975 0.898 e = sitting 0.109 0.535 0.799 0.641 f = standing 0.006 0.940 0.608 0.738 g = running 0.040 0.793 0.970 0.873 h = walking ------------------------------------------------------- 0.038 0.781 0.738 0.736 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.035 0.769 0.869 0.816 a = climbing down 0.025 0.804 0.735 0.768 b = climbing up 0.000 1.000 0.924 0.960 c = jumping 0.020 0.899 0.970 0.933 d = lying 0.040 0.785 0.974 0.869 e = sitting 0.011 0.912 0.843 0.876 f = standing 0.002 0.988 0.812 0.891 g = running 0.024 0.863 0.837 0.849 h = walking ------------------------------------------------------- 0.021 0.872 0.864 0.864 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.101 0.488 0.795 0.605 a = climbing down 0.005 0.848 0.242 0.377 b = climbing up 0.000 0.994 0.981 0.987 c = jumping 0.005 0.956 0.673 0.790 d = lying 0.014 0.918 0.824 0.868 e = sitting 0.082 0.645 0.939 0.764 f = standing 0.021 0.899 0.994 0.944 g = running 0.034 0.809 0.775 0.791 h = walking ------------------------------------------------------- 0.034 0.814 0.772 0.762 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.896 0.659 0.760 a = climbing down 0.070 0.707 0.968 0.817 b = climbing up 0.000 0.980 0.876 0.925 c = jumping 0.005 0.933 0.465 0.621 d = lying 0.017 0.899 0.942 0.920 e = sitting 0.087 0.564 0.876 0.686 f = standing 0.003 0.983 0.960 0.971 g = running 0.017 0.903 0.806 0.852 h = walking ------------------------------------------------------- 0.028 0.852 0.817 0.814 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.967 0.824 0.890 a = climbing down 0.034 0.806 0.937 0.867 b = climbing up 0.000 0.993 0.847 0.914 c = jumping 0.010 0.947 0.968 0.958 d = lying 0.043 0.753 0.884 0.813 e = sitting 0.021 0.844 0.690 0.759 f = standing 0.005 0.974 0.996 0.985 g = running 0.016 0.909 0.888 0.899 h = walking ------------------------------------------------------- 0.018 0.891 0.886 0.885 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.741 0.813 a = climbing down 0.072 0.657 0.963 0.781 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.987 0.939 0.962 d = lying 0.084 0.692 0.978 0.810 e = sitting 0.011 0.882 0.503 0.640 f = standing 0.002 0.986 0.998 0.992 g = running 0.008 0.938 0.686 0.792 h = walking ------------------------------------------------------- 0.027 0.867 0.838 0.833 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.278 0.517 0.362 a = climbing down 0.003 0.930 0.236 0.377 b = climbing up 0.000 1.000 0.958 0.978 c = jumping 0.004 0.980 0.923 0.950 d = lying 0.035 0.828 0.993 0.903 e = sitting 0.005 0.968 0.841 0.900 f = standing 0.062 0.751 1.000 0.858 g = running 0.009 0.955 0.886 0.919 h = walking ------------------------------------------------------- 0.024 0.864 0.813 0.805 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.775 0.612 0.684 a = climbing down 0.066 0.632 0.774 0.696 b = climbing up 0.000 0.988 0.988 0.988 c = jumping 0.005 0.971 0.911 0.940 d = lying 0.014 0.860 0.617 0.719 e = sitting 0.069 0.683 0.925 0.786 f = standing 0.000 0.997 0.902 0.947 g = running 0.053 0.731 0.769 0.750 h = walking ------------------------------------------------------- 0.032 0.816 0.799 0.800 Weighted Avg. >> shinupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.023 0.838 0.843 0.841 a = climbing down 0.041 0.802 0.952 0.871 b = climbing up 0.001 0.925 0.985 0.954 c = jumping 0.012 0.906 0.680 0.777 d = lying 0.067 0.456 0.359 0.402 e = sitting 0.143 0.332 0.498 0.398 f = standing 0.004 0.977 0.878 0.924 g = running 0.012 0.926 0.858 0.891 h = walking ------------------------------------------------------- 0.040 0.763 0.736 0.742 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.110 0.546 0.963 0.697 a = climbing down 0.007 0.913 0.535 0.675 b = climbing up 0.006 0.762 0.975 0.856 c = jumping 0.002 0.992 0.992 0.992 d = lying 0.001 0.997 0.980 0.988 e = sitting 0.003 0.979 0.988 0.983 f = standing 0.002 0.989 0.958 0.973 g = running 0.013 0.899 0.637 0.745 h = walking ------------------------------------------------------- 0.017 0.908 0.874 0.874 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.006 0.948 0.947 0.947 a = climbing down 0.018 0.868 0.807 0.836 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.014 0.920 0.991 0.954 d = lying 0.020 0.874 0.943 0.907 e = sitting 0.006 0.960 0.886 0.922 f = standing 0.001 0.994 0.917 0.954 g = running 0.029 0.852 0.918 0.884 h = walking ------------------------------------------------------- 0.013 0.920 0.917 0.917 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.020 0.790 0.498 0.611 a = climbing down 0.110 0.624 0.958 0.756 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.006 0.956 0.806 0.875 d = lying 0.045 0.760 0.972 0.853 e = sitting 0.032 0.762 0.829 0.794 f = standing 0.001 0.995 0.819 0.898 g = running 0.008 0.927 0.733 0.819 h = walking ------------------------------------------------------- 0.031 0.840 0.810 0.809 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.114 0.467 0.841 0.600 a = climbing down 0.036 0.781 0.922 0.846 b = climbing up 0.000 1.000 0.914 0.955 c = jumping 0.030 0.810 0.829 0.819 d = lying 0.049 0.712 0.920 0.803 e = sitting 0.038 0.722 0.677 0.699 f = standing 0.002 0.992 0.856 0.919 g = running 0.012 0.775 0.236 0.362 h = walking ------------------------------------------------------- 0.033 0.787 0.752 0.739 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.020 0.830 0.808 0.819 a = climbing down 0.094 0.502 0.698 0.584 b = climbing up 0.000 1.000 0.963 0.981 c = jumping 0.029 0.855 0.958 0.904 d = lying 0.019 0.897 0.946 0.921 e = sitting 0.014 0.897 0.731 0.806 f = standing 0.001 0.995 1.000 0.997 g = running 0.032 0.740 0.524 0.613 h = walking ------------------------------------------------------- 0.028 0.830 0.818 0.817 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.817 0.824 0.821 a = climbing down 0.022 0.864 0.866 0.865 b = climbing up 0.003 0.855 0.965 0.907 c = jumping 0.006 0.959 0.903 0.930 d = lying 0.030 0.794 0.797 0.795 e = sitting 0.043 0.753 0.832 0.791 f = standing 0.002 0.991 0.920 0.954 g = running 0.022 0.871 0.881 0.876 h = walking ------------------------------------------------------- 0.020 0.870 0.866 0.867 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.834 0.865 a = climbing down 0.020 0.894 0.564 0.691 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.044 0.621 0.569 0.594 d = lying 0.024 0.863 0.966 0.912 e = sitting 0.104 0.541 0.774 0.637 f = standing 0.006 0.963 0.974 0.968 g = running 0.039 0.800 0.940 0.864 h = walking ------------------------------------------------------- 0.034 0.809 0.788 0.786 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.915 0.839 0.875 a = climbing down 0.032 0.794 0.910 0.848 b = climbing up 0.000 1.000 0.895 0.944 c = jumping 0.004 0.976 0.997 0.986 d = lying 0.041 0.810 0.942 0.871 e = sitting 0.013 0.900 0.919 0.910 f = standing 0.003 0.985 0.828 0.900 g = running 0.016 0.904 0.858 0.881 h = walking ------------------------------------------------------- 0.016 0.904 0.898 0.898 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.056 0.651 0.906 0.757 a = climbing down 0.012 0.798 0.489 0.607 b = climbing up 0.000 0.994 0.978 0.986 c = jumping 0.002 0.983 0.800 0.882 d = lying 0.017 0.891 0.684 0.774 e = sitting 0.089 0.626 0.930 0.748 f = standing 0.012 0.943 0.994 0.968 g = running 0.018 0.895 0.822 0.857 h = walking ------------------------------------------------------- 0.027 0.847 0.820 0.820 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.012 0.890 0.706 0.787 a = climbing down 0.062 0.707 0.943 0.808 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.004 0.974 0.940 0.957 d = lying 0.026 0.854 0.927 0.889 e = sitting 0.016 0.868 0.809 0.837 f = standing 0.004 0.976 0.951 0.963 g = running 0.017 0.908 0.835 0.870 h = walking ------------------------------------------------------- 0.020 0.888 0.878 0.879 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.936 0.867 0.900 a = climbing down 0.023 0.855 0.878 0.866 b = climbing up 0.000 0.992 0.967 0.979 c = jumping 0.001 0.997 0.989 0.993 d = lying 0.046 0.781 0.949 0.857 e = sitting 0.010 0.914 0.701 0.793 f = standing 0.002 0.988 0.998 0.993 g = running 0.019 0.898 0.914 0.906 h = walking ------------------------------------------------------- 0.016 0.911 0.907 0.906 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.945 0.611 0.743 a = climbing down 0.097 0.601 0.943 0.735 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.002 0.988 0.966 0.977 d = lying 0.085 0.680 0.969 0.799 e = sitting 0.008 0.866 0.383 0.531 f = standing 0.002 0.988 0.999 0.994 g = running 0.022 0.850 0.660 0.743 h = walking ------------------------------------------------------- 0.032 0.846 0.811 0.803 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.255 0.480 0.333 a = climbing down 0.004 0.931 0.330 0.487 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 0.999 0.857 0.922 d = lying 0.012 0.937 0.981 0.959 e = sitting 0.024 0.861 0.954 0.905 f = standing 0.058 0.769 1.000 0.869 g = running 0.002 0.991 0.898 0.942 h = walking ------------------------------------------------------- 0.021 0.876 0.827 0.827 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.012 0.893 0.743 0.811 a = climbing down 0.042 0.740 0.816 0.776 b = climbing up 0.000 1.000 0.956 0.977 c = jumping 0.008 0.954 0.951 0.953 d = lying 0.020 0.853 0.815 0.834 e = sitting 0.026 0.849 0.902 0.875 f = standing 0.001 0.994 0.974 0.984 g = running 0.032 0.839 0.879 0.858 h = walking ------------------------------------------------------- 0.019 0.881 0.878 0.878 Weighted Avg. >> thighupperarmwaist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.020 0.835 0.758 0.794 a = climbing down 0.045 0.801 0.981 0.882 b = climbing up 0.000 1.000 0.993 0.996 c = jumping 0.013 0.879 0.545 0.673 d = lying 0.066 0.369 0.330 0.348 e = sitting 0.152 0.432 0.607 0.505 f = standing 0.001 0.991 0.891 0.938 g = running 0.012 0.926 0.889 0.907 h = walking ------------------------------------------------------- 0.045 0.762 0.735 0.738 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.100 0.569 0.958 0.714 a = climbing down 0.005 0.905 0.381 0.536 b = climbing up 0.001 0.975 0.975 0.975 c = jumping 0.001 0.997 0.988 0.992 d = lying 0.010 0.946 0.987 0.966 e = sitting 0.001 0.990 0.934 0.961 f = standing 0.003 0.981 0.997 0.989 g = running 0.021 0.869 0.778 0.821 h = walking ------------------------------------------------------- 0.018 0.903 0.876 0.871 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.007 0.940 0.925 0.932 a = climbing down 0.022 0.860 0.872 0.866 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.026 0.865 0.993 0.925 d = lying 0.022 0.867 0.966 0.914 e = sitting 0.003 0.979 0.831 0.899 f = standing 0.002 0.990 0.894 0.940 g = running 0.023 0.877 0.889 0.883 h = walking ------------------------------------------------------- 0.014 0.915 0.910 0.910 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.702 0.545 0.614 a = climbing down 0.086 0.674 0.923 0.779 b = climbing up 0.000 1.000 0.962 0.981 c = jumping 0.008 0.947 0.837 0.889 d = lying 0.052 0.726 0.985 0.836 e = sitting 0.022 0.819 0.805 0.812 f = standing 0.001 0.997 0.823 0.902 g = running 0.011 0.907 0.755 0.824 h = walking ------------------------------------------------------- 0.030 0.836 0.816 0.816 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.030 0.748 0.778 0.763 a = climbing down 0.027 0.811 0.834 0.823 b = climbing up 0.000 1.000 0.760 0.864 c = jumping 0.042 0.725 0.760 0.742 d = lying 0.055 0.708 0.964 0.816 e = sitting 0.037 0.754 0.691 0.721 f = standing 0.007 0.972 0.816 0.887 g = running 0.025 0.847 0.816 0.831 h = walking ------------------------------------------------------- 0.029 0.818 0.806 0.807 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.037 0.740 0.791 0.765 a = climbing down 0.098 0.455 0.565 0.504 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.014 0.931 0.948 0.939 d = lying 0.014 0.903 0.930 0.917 e = sitting 0.018 0.891 0.844 0.867 f = standing 0.001 0.995 1.000 0.998 g = running 0.049 0.648 0.490 0.558 h = walking ------------------------------------------------------- 0.029 0.695 0.696 0.694 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.029 0.793 0.756 0.774 a = climbing down 0.034 0.796 0.839 0.817 b = climbing up 0.010 0.657 0.988 0.789 c = jumping 0.006 0.957 0.865 0.909 d = lying 0.023 0.829 0.751 0.788 e = sitting 0.055 0.713 0.860 0.779 f = standing 0.003 0.986 0.903 0.943 g = running 0.022 0.869 0.867 0.868 h = walking ------------------------------------------------------- 0.023 0.851 0.842 0.843 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.805 0.772 0.788 a = climbing down 0.024 0.879 0.580 0.699 b = climbing up 0.000 1.000 0.960 0.979 c = jumping 0.033 0.670 0.530 0.592 d = lying 0.034 0.804 0.921 0.859 e = sitting 0.116 0.517 0.739 0.609 f = standing 0.004 0.972 0.972 0.972 g = running 0.037 0.801 0.944 0.867 h = walking ------------------------------------------------------- 0.038 0.790 0.770 0.768 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.904 0.817 0.858 a = climbing down 0.023 0.835 0.865 0.850 b = climbing up 0.000 1.000 0.971 0.985 c = jumping 0.005 0.972 0.988 0.980 d = lying 0.053 0.719 0.924 0.808 e = sitting 0.014 0.916 0.860 0.887 f = standing 0.001 0.996 0.836 0.909 g = running 0.025 0.864 0.902 0.882 h = walking ------------------------------------------------------- 0.017 0.897 0.887 0.888 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.631 0.904 0.743 a = climbing down 0.010 0.834 0.515 0.637 b = climbing up 0.000 1.000 0.987 0.994 c = jumping 0.004 0.972 0.783 0.867 d = lying 0.021 0.870 0.723 0.790 e = sitting 0.080 0.663 0.927 0.773 f = standing 0.009 0.954 0.999 0.976 g = running 0.013 0.922 0.826 0.872 h = walking ------------------------------------------------------- 0.026 0.853 0.828 0.828 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.895 0.695 0.782 a = climbing down 0.056 0.704 0.882 0.783 b = climbing up 0.000 1.000 0.734 0.846 c = jumping 0.005 0.973 0.975 0.974 d = lying 0.028 0.833 0.891 0.861 e = sitting 0.017 0.891 0.824 0.856 f = standing 0.007 0.964 0.997 0.980 g = running 0.026 0.857 0.819 0.837 h = walking ------------------------------------------------------- 0.021 0.879 0.872 0.872 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.013 0.886 0.868 0.877 a = climbing down 0.032 0.823 0.907 0.863 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.001 0.997 0.989 0.993 d = lying 0.063 0.662 0.805 0.727 e = sitting 0.031 0.746 0.591 0.659 f = standing 0.003 0.982 0.999 0.990 g = running 0.011 0.933 0.857 0.894 h = walking ------------------------------------------------------- 0.021 0.870 0.866 0.865 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.952 0.533 0.683 a = climbing down 0.123 0.549 0.979 0.703 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.002 0.988 0.952 0.970 d = lying 0.083 0.681 0.941 0.790 e = sitting 0.016 0.786 0.406 0.535 f = standing 0.003 0.983 0.999 0.991 g = running 0.014 0.888 0.577 0.700 h = walking ------------------------------------------------------- 0.035 0.836 0.791 0.784 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.102 0.323 0.708 0.444 a = climbing down 0.003 0.920 0.241 0.382 b = climbing up 0.000 1.000 0.919 0.958 c = jumping 0.000 0.999 0.731 0.844 d = lying 0.146 0.540 0.995 0.700 e = sitting 0.045 0.308 0.127 0.180 f = standing 0.040 0.829 1.000 0.907 g = running 0.013 0.933 0.875 0.903 h = walking ------------------------------------------------------- 0.043 0.744 0.694 0.669 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.845 0.780 0.811 a = climbing down 0.033 0.746 0.662 0.701 b = climbing up 0.000 0.994 0.981 0.987 c = jumping 0.012 0.930 0.950 0.940 d = lying 0.009 0.852 0.375 0.521 e = sitting 0.090 0.642 0.926 0.758 f = standing 0.001 0.997 0.994 0.995 g = running 0.049 0.780 0.900 0.835 h = walking ------------------------------------------------------- 0.031 0.832 0.818 0.808 Weighted Avg.