Run: 0 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.061 0.530 0.527 0.529 a = climbing down 0.088 0.512 0.537 0.524 b = climbing up 0.000 1.000 0.200 0.333 c = jumping 0.012 0.889 0.575 0.699 d = lying 0.090 0.406 0.362 0.383 e = sitting 0.101 0.456 0.482 0.469 f = standing 0.090 0.632 0.957 0.762 g = running 0.051 0.682 0.648 0.664 h = walking ------------------------------------------------------- 0.070 0.594 0.577 0.571 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.009 0.931 0.856 0.892 a = climbing down 0.094 0.544 0.817 0.653 b = climbing up 0.034 0.377 0.976 0.544 c = jumping 0.028 0.835 0.817 0.826 d = lying 0.044 0.761 0.811 0.785 e = sitting 0.042 0.740 0.682 0.710 f = standing 0.010 0.928 0.769 0.841 g = running 0.029 0.742 0.475 0.579 h = walking ------------------------------------------------------- 0.036 0.777 0.746 0.750 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.031 0.762 0.815 0.788 a = climbing down 0.061 0.615 0.645 0.630 b = climbing up 0.001 0.944 1.000 0.971 c = jumping 0.012 0.920 0.872 0.895 d = lying 0.048 0.743 0.861 0.797 e = sitting 0.049 0.725 0.795 0.759 f = standing 0.006 0.964 0.791 0.869 g = running 0.035 0.785 0.717 0.749 h = walking ------------------------------------------------------- 0.033 0.798 0.789 0.791 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.807 0.727 0.765 a = climbing down 0.121 0.585 0.932 0.719 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.032 0.808 0.873 0.839 d = lying 0.182 0.340 0.701 0.458 e = sitting 0.063 0.430 0.338 0.378 f = standing 0.004 0.963 0.388 0.554 g = running 0.015 0.765 0.349 0.479 h = walking ------------------------------------------------------- 0.058 0.700 0.615 0.609 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.082 0.504 0.733 0.597 a = climbing down 0.102 0.504 0.738 0.599 b = climbing up 0.000 0.992 0.740 0.847 c = jumping 0.056 0.663 0.707 0.684 d = lying 0.154 0.406 0.763 0.531 e = sitting 0.094 0.328 0.297 0.312 f = standing 0.006 0.962 0.525 0.680 g = running 0.037 0.246 0.074 0.113 h = walking ------------------------------------------------------- 0.066 0.566 0.535 0.518 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.780 0.784 0.782 a = climbing down 0.076 0.549 0.691 0.612 b = climbing up 0.006 0.746 0.926 0.826 c = jumping 0.078 0.653 0.833 0.732 d = lying 0.049 0.735 0.790 0.761 e = sitting 0.057 0.539 0.367 0.437 f = standing 0.003 0.984 0.901 0.941 g = running 0.037 0.739 0.605 0.665 h = walking ------------------------------------------------------- 0.046 0.715 0.712 0.707 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.109 0.493 0.768 0.600 a = climbing down 0.070 0.586 0.641 0.612 b = climbing up 0.000 0.971 0.764 0.855 c = jumping 0.060 0.693 0.809 0.746 d = lying 0.089 0.604 0.800 0.688 e = sitting 0.046 0.511 0.290 0.370 f = standing 0.004 0.975 0.904 0.938 g = running 0.036 0.485 0.217 0.300 h = walking ------------------------------------------------------- 0.056 0.638 0.641 0.622 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.220 0.285 0.888 0.431 a = climbing down 0.045 0.704 0.346 0.464 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.119 0.315 0.371 0.340 d = lying 0.056 0.487 0.347 0.405 e = sitting 0.166 0.353 0.584 0.440 f = standing 0.033 0.778 0.818 0.798 g = running 0.005 0.170 0.006 0.012 h = walking ------------------------------------------------------- 0.081 0.387 0.420 0.361 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.942 0.555 0.699 a = climbing down 0.102 0.544 0.890 0.675 b = climbing up 0.003 0.867 0.967 0.914 c = jumping 0.006 0.962 0.888 0.923 d = lying 0.151 0.446 0.734 0.555 e = sitting 0.071 0.467 0.367 0.411 f = standing 0.001 0.993 0.697 0.819 g = running 0.024 0.810 0.643 0.717 h = walking ------------------------------------------------------- 0.049 0.747 0.687 0.694 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.029 0.708 0.613 0.657 a = climbing down 0.046 0.657 0.735 0.693 b = climbing up 0.001 0.953 0.989 0.971 c = jumping 0.044 0.754 0.751 0.752 d = lying 0.072 0.408 0.262 0.319 e = sitting 0.143 0.423 0.585 0.491 f = standing 0.029 0.856 0.955 0.903 g = running 0.009 0.941 0.825 0.879 h = walking ------------------------------------------------------- 0.054 0.682 0.680 0.675 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.100 0.406 0.542 0.464 a = climbing down 0.116 0.498 0.691 0.579 b = climbing up 0.000 1.000 0.680 0.809 c = jumping 0.027 0.730 0.424 0.537 d = lying 0.093 0.444 0.447 0.446 e = sitting 0.148 0.368 0.521 0.431 f = standing 0.018 0.839 0.589 0.692 g = running 0.036 0.722 0.522 0.606 h = walking ------------------------------------------------------- 0.074 0.588 0.536 0.545 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.043 0.662 0.663 0.663 a = climbing down 0.188 0.362 0.711 0.480 b = climbing up 0.001 0.971 0.929 0.949 c = jumping 0.035 0.772 0.699 0.734 d = lying 0.164 0.382 0.597 0.466 e = sitting 0.072 0.204 0.107 0.140 f = standing 0.003 0.984 0.989 0.987 g = running 0.013 0.566 0.097 0.166 h = walking ------------------------------------------------------- 0.072 0.570 0.552 0.523 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.844 0.563 0.676 a = climbing down 0.197 0.404 0.839 0.545 b = climbing up 0.001 0.964 0.974 0.969 c = jumping 0.007 0.954 0.812 0.877 d = lying 0.127 0.537 0.803 0.644 e = sitting 0.048 0.433 0.213 0.285 f = standing 0.023 0.877 0.989 0.930 g = running 0.022 0.481 0.118 0.190 h = walking ------------------------------------------------------- 0.063 0.645 0.626 0.595 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.050 0.410 0.500 0.450 a = climbing down 0.182 0.258 0.411 0.317 b = climbing up 0.001 0.963 0.902 0.932 c = jumping 0.041 0.810 0.955 0.877 d = lying 0.090 0.576 0.672 0.620 e = sitting 0.051 0.576 0.380 0.458 f = standing 0.055 0.762 0.983 0.858 g = running 0.025 0.228 0.038 0.065 h = walking ------------------------------------------------------- 0.068 0.539 0.573 0.536 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.088 0.551 0.838 0.665 a = climbing down 0.135 0.455 0.752 0.567 b = climbing up 0.000 1.000 0.669 0.801 c = jumping 0.079 0.660 0.886 0.756 d = lying 0.078 0.535 0.547 0.541 e = sitting 0.073 0.412 0.302 0.349 f = standing 0.008 0.952 0.885 0.917 g = running 0.004 0.517 0.023 0.044 h = walking ------------------------------------------------------- 0.063 0.597 0.597 0.551 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.009 0.884 0.504 0.642 a = climbing down 0.112 0.395 0.504 0.443 b = climbing up 0.000 0.977 0.852 0.910 c = jumping 0.046 0.047 0.013 0.021 d = lying 0.079 0.560 0.583 0.571 e = sitting 0.197 0.256 0.375 0.304 f = standing 0.006 0.966 0.994 0.980 g = running 0.092 0.589 0.757 0.662 h = walking ------------------------------------------------------- 0.078 0.525 0.537 0.519 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.082 0.639 0.843 0.727 a = climbing down 0.075 0.000 0.000 0.000 b = climbing up 0.000 0.994 0.976 0.985 c = jumping 0.045 0.822 0.926 0.871 d = lying 0.042 0.820 0.854 0.837 e = sitting 0.016 0.902 0.654 0.758 f = standing 0.005 0.959 1.000 0.979 g = running 0.009 0.894 0.363 0.516 h = walking ------------------------------------------------------- 0.034 0.754 0.702 0.709 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.825 0.814 0.819 a = climbing down 0.098 0.543 0.770 0.637 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.093 0.583 0.797 0.674 d = lying 0.070 0.593 0.636 0.614 e = sitting 0.048 0.546 0.355 0.430 f = standing 0.002 0.987 0.794 0.880 g = running 0.036 0.743 0.587 0.656 h = walking ------------------------------------------------------- 0.050 0.702 0.683 0.681 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.111 0.335 0.372 0.353 a = climbing down 0.141 0.339 0.394 0.364 b = climbing up 0.004 0.768 0.965 0.855 c = jumping 0.045 0.534 0.338 0.414 d = lying 0.186 0.366 0.809 0.504 e = sitting 0.074 0.364 0.299 0.328 f = standing 0.003 0.969 0.335 0.498 g = running 0.082 0.487 0.564 0.523 h = walking ------------------------------------------------------- 0.084 0.524 0.438 0.435 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.038 0.670 0.671 0.671 a = climbing down 0.097 0.415 0.491 0.450 b = climbing up 0.001 0.927 0.982 0.954 c = jumping 0.076 0.569 0.656 0.610 d = lying 0.121 0.474 0.785 0.591 e = sitting 0.088 0.375 0.344 0.359 f = standing 0.002 0.987 0.528 0.688 g = running 0.070 0.549 0.520 0.534 h = walking ------------------------------------------------------- 0.063 0.622 0.569 0.574 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.093 0.510 0.757 0.610 a = climbing down 0.066 0.376 0.292 0.329 b = climbing up 0.078 0.189 0.920 0.313 c = jumping 0.022 0.801 0.493 0.611 d = lying 0.106 0.569 0.823 0.673 e = sitting 0.078 0.575 0.585 0.580 f = standing 0.003 0.963 0.442 0.606 g = running 0.069 0.494 0.393 0.438 h = walking ------------------------------------------------------- 0.061 0.617 0.547 0.550 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.038 0.597 0.409 0.485 a = climbing down 0.178 0.384 0.715 0.499 b = climbing up 0.011 0.648 0.983 0.781 c = jumping 0.026 0.744 0.448 0.559 d = lying 0.103 0.397 0.402 0.400 e = sitting 0.123 0.443 0.592 0.507 f = standing 0.003 0.984 0.839 0.905 g = running 0.055 0.382 0.221 0.280 h = walking ------------------------------------------------------- 0.073 0.573 0.536 0.534 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.034 0.694 0.772 0.731 a = climbing down 0.056 0.667 0.359 0.467 b = climbing up 0.000 0.333 0.006 0.011 c = jumping 0.050 0.634 0.589 0.611 d = lying 0.061 0.662 0.789 0.720 e = sitting 0.119 0.481 0.717 0.576 f = standing 0.026 0.841 0.973 0.902 g = running 0.059 0.659 0.742 0.698 h = walking ------------------------------------------------------- 0.058 0.654 0.652 0.634 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.902 0.528 0.666 a = climbing down 0.080 0.516 0.624 0.565 b = climbing up 0.000 0.989 1.000 0.995 c = jumping 0.036 0.758 0.692 0.723 d = lying 0.059 0.637 0.619 0.628 e = sitting 0.106 0.560 0.804 0.660 f = standing 0.001 0.995 0.712 0.830 g = running 0.069 0.639 0.756 0.693 h = walking ------------------------------------------------------- 0.049 0.730 0.690 0.696 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.801 0.684 0.738 a = climbing down 0.057 0.554 0.582 0.567 b = climbing up 0.000 0.967 0.321 0.482 c = jumping 0.155 0.352 0.467 0.401 d = lying 0.099 0.381 0.327 0.352 e = sitting 0.051 0.669 0.570 0.615 f = standing 0.020 0.896 0.965 0.930 g = running 0.044 0.765 0.805 0.785 h = walking ------------------------------------------------------- 0.065 0.632 0.619 0.619 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.041 0.598 0.487 0.537 a = climbing down 0.128 0.411 0.538 0.466 b = climbing up 0.000 0.973 0.803 0.880 c = jumping 0.059 0.316 0.155 0.208 d = lying 0.101 0.501 0.611 0.551 e = sitting 0.206 0.173 0.259 0.207 f = standing 0.006 0.966 0.964 0.965 g = running 0.088 0.290 0.203 0.239 h = walking ------------------------------------------------------- 0.089 0.468 0.461 0.455 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.053 0.618 0.658 0.637 a = climbing down 0.090 0.502 0.605 0.549 b = climbing up 0.001 0.943 0.819 0.876 c = jumping 0.037 0.630 0.362 0.460 d = lying 0.194 0.398 0.759 0.522 e = sitting 0.015 0.823 0.403 0.541 f = standing 0.010 0.943 0.993 0.968 g = running 0.043 0.686 0.535 0.601 h = walking ------------------------------------------------------- 0.061 0.667 0.619 0.617 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.037 0.543 0.402 0.462 a = climbing down 0.221 0.352 0.754 0.480 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.020 0.850 0.658 0.742 d = lying 0.086 0.560 0.599 0.579 e = sitting 0.075 0.433 0.329 0.374 f = standing 0.008 0.954 0.993 0.973 g = running 0.032 0.610 0.288 0.391 h = walking ------------------------------------------------------- 0.067 0.626 0.588 0.584 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.260 0.187 0.853 0.307 a = climbing down 0.013 0.739 0.233 0.355 b = climbing up 0.024 0.481 1.000 0.649 c = jumping 0.028 0.846 0.840 0.843 d = lying 0.064 0.684 0.759 0.720 e = sitting 0.056 0.651 0.576 0.611 f = standing 0.001 0.990 0.830 0.903 g = running 0.027 0.133 0.021 0.036 h = walking ------------------------------------------------------- 0.047 0.630 0.574 0.560 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.758 0.592 0.665 a = climbing down 0.126 0.398 0.554 0.463 b = climbing up 0.000 0.982 0.970 0.976 c = jumping 0.131 0.391 0.480 0.431 d = lying 0.056 0.664 0.672 0.668 e = sitting 0.105 0.245 0.201 0.221 f = standing 0.004 0.976 0.891 0.932 g = running 0.054 0.637 0.541 0.585 h = walking ------------------------------------------------------- 0.070 0.588 0.570 0.575 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.156 0.357 0.666 0.465 a = climbing down 0.193 0.338 0.565 0.423 b = climbing up 0.003 0.865 0.980 0.919 c = jumping 0.102 0.614 0.980 0.755 d = lying 0.089 0.465 0.455 0.460 e = sitting 0.054 0.348 0.166 0.225 f = standing 0.020 0.197 0.031 0.054 g = running 0.045 0.310 0.120 0.173 h = walking ------------------------------------------------------- 0.091 0.385 0.429 0.372 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.250 0.295 0.777 0.428 a = climbing down 0.046 0.394 0.217 0.280 b = climbing up 0.097 0.179 1.000 0.304 c = jumping 0.050 0.619 0.456 0.525 d = lying 0.068 0.642 0.702 0.671 e = sitting 0.091 0.519 0.564 0.540 f = standing 0.017 0.767 0.316 0.448 g = running 0.013 0.111 0.009 0.017 h = walking ------------------------------------------------------- 0.072 0.480 0.442 0.417 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.143 0.402 0.780 0.530 a = climbing down 0.103 0.470 0.608 0.530 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.003 0.983 0.917 0.949 d = lying 0.086 0.486 0.507 0.497 e = sitting 0.090 0.479 0.510 0.494 f = standing 0.005 0.967 0.774 0.860 g = running 0.015 0.678 0.173 0.276 h = walking ------------------------------------------------------- 0.057 0.664 0.612 0.606 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.016 0.579 0.150 0.238 a = climbing down 0.269 0.379 0.903 0.534 b = climbing up 0.002 0.873 0.733 0.797 c = jumping 0.022 0.835 0.738 0.783 d = lying 0.212 0.255 0.543 0.347 e = sitting 0.095 0.203 0.171 0.185 f = standing 0.011 0.912 0.433 0.587 g = running 0.012 0.385 0.056 0.097 h = walking ------------------------------------------------------- 0.087 0.546 0.448 0.425 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.195 0.309 0.770 0.442 a = climbing down 0.069 0.493 0.479 0.486 b = climbing up 0.027 0.056 0.090 0.069 c = jumping 0.072 0.601 0.705 0.649 d = lying 0.134 0.356 0.535 0.427 e = sitting 0.089 0.288 0.236 0.259 f = standing 0.045 0.728 0.413 0.527 g = running 0.018 0.263 0.038 0.067 h = walking ------------------------------------------------------- 0.080 0.458 0.429 0.409 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.072 0.509 0.580 0.542 a = climbing down 0.086 0.536 0.729 0.618 b = climbing up 0.004 0.834 0.994 0.907 c = jumping 0.025 0.849 0.810 0.829 d = lying 0.056 0.650 0.606 0.627 e = sitting 0.088 0.562 0.626 0.592 f = standing 0.008 0.954 0.920 0.937 g = running 0.026 0.747 0.452 0.564 h = walking ------------------------------------------------------- 0.049 0.701 0.684 0.685 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.128 0.305 0.409 0.349 a = climbing down 0.054 0.642 0.625 0.634 b = climbing up 0.000 0.974 0.831 0.896 c = jumping 0.019 0.868 0.769 0.815 d = lying 0.060 0.378 0.216 0.275 e = sitting 0.149 0.430 0.680 0.527 f = standing 0.011 0.938 0.899 0.918 g = running 0.088 0.257 0.195 0.222 h = walking ------------------------------------------------------- 0.069 0.568 0.558 0.554 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.061 0.290 0.254 0.271 a = climbing down 0.104 0.628 0.566 0.595 b = climbing up 0.000 1.000 0.744 0.854 c = jumping 0.046 0.714 0.777 0.744 d = lying 0.076 0.471 0.444 0.457 e = sitting 0.167 0.313 0.493 0.383 f = standing 0.006 0.900 0.381 0.535 g = running 0.080 0.582 0.718 0.643 h = walking ------------------------------------------------------- 0.080 0.581 0.540 0.543 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.029 0.705 0.559 0.624 a = climbing down 0.114 0.512 0.868 0.644 b = climbing up 0.004 0.813 0.910 0.859 c = jumping 0.014 0.919 0.978 0.947 d = lying 0.102 0.425 0.454 0.439 e = sitting 0.100 0.509 0.614 0.556 f = standing 0.003 0.978 0.702 0.817 g = running 0.021 0.769 0.434 0.555 h = walking ------------------------------------------------------- 0.052 0.704 0.664 0.666 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.048 0.566 0.538 0.552 a = climbing down 0.164 0.372 0.799 0.508 b = climbing up 0.006 0.777 0.950 0.855 c = jumping 0.032 0.590 0.257 0.358 d = lying 0.082 0.265 0.158 0.198 e = sitting 0.231 0.338 0.654 0.445 f = standing 0.029 0.852 0.928 0.888 g = running 0.021 0.093 0.012 0.021 h = walking ------------------------------------------------------- 0.083 0.444 0.471 0.424 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.685 0.435 0.532 a = climbing down 0.035 0.490 0.200 0.284 b = climbing up 0.000 1.000 0.622 0.767 c = jumping 0.005 0.943 0.481 0.637 d = lying 0.104 0.277 0.240 0.257 e = sitting 0.178 0.361 0.608 0.453 f = standing 0.013 0.919 0.886 0.902 g = running 0.175 0.477 0.897 0.623 h = walking ------------------------------------------------------- 0.077 0.600 0.542 0.533 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.631 0.286 0.394 a = climbing down 0.042 0.660 0.533 0.590 b = climbing up 0.010 0.654 0.841 0.736 c = jumping 0.015 0.918 0.951 0.934 d = lying 0.083 0.525 0.541 0.533 e = sitting 0.079 0.513 0.486 0.499 f = standing 0.031 0.836 0.929 0.880 g = running 0.107 0.572 0.815 0.672 h = walking ------------------------------------------------------- 0.054 0.666 0.667 0.654 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.610 0.536 0.571 a = climbing down 0.108 0.430 0.509 0.466 b = climbing up 0.014 0.614 0.963 0.750 c = jumping 0.005 0.966 0.893 0.928 d = lying 0.084 0.487 0.432 0.458 e = sitting 0.081 0.443 0.372 0.405 f = standing 0.040 0.788 0.898 0.840 g = running 0.085 0.537 0.561 0.549 h = walking ------------------------------------------------------- 0.063 0.609 0.609 0.606 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.047 0.540 0.791 0.642 a = climbing down 0.036 0.729 0.633 0.678 b = climbing up 0.002 0.931 0.931 0.931 c = jumping 0.031 0.843 0.919 0.879 d = lying 0.094 0.605 0.794 0.687 e = sitting 0.029 0.732 0.435 0.546 f = standing 0.167 0.512 0.974 0.671 g = running 0.010 0.484 0.045 0.083 h = walking ------------------------------------------------------- 0.059 0.647 0.643 0.594 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.057 0.576 0.601 0.588 a = climbing down 0.112 0.390 0.476 0.429 b = climbing up 0.000 1.000 0.095 0.173 c = jumping 0.018 0.900 0.928 0.914 d = lying 0.111 0.466 0.589 0.520 e = sitting 0.070 0.484 0.389 0.431 f = standing 0.024 0.868 0.892 0.880 g = running 0.061 0.548 0.423 0.478 h = walking ------------------------------------------------------- 0.063 0.619 0.609 0.603 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.162 0.408 0.865 0.555 a = climbing down 0.094 0.569 0.716 0.634 b = climbing up 0.107 0.138 0.954 0.241 c = jumping 0.094 0.618 0.920 0.739 d = lying 0.087 0.368 0.296 0.328 e = sitting 0.071 0.486 0.381 0.427 f = standing 0.001 0.806 0.024 0.047 g = running 0.001 0.143 0.001 0.002 h = walking ------------------------------------------------------- 0.071 0.479 0.455 0.384 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.062 0.621 0.750 0.679 a = climbing down 0.047 0.688 0.764 0.724 b = climbing up 0.017 0.523 0.907 0.664 c = jumping 0.124 0.580 0.980 0.729 d = lying 0.003 0.983 0.913 0.947 e = sitting 0.016 0.753 0.279 0.407 f = standing 0.013 0.918 0.871 0.894 g = running 0.023 0.809 0.567 0.667 h = walking ------------------------------------------------------- 0.040 0.766 0.734 0.721 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.109 0.478 0.818 0.603 a = climbing down 0.046 0.692 0.682 0.687 b = climbing up 0.001 0.941 0.978 0.959 c = jumping 0.010 0.936 0.931 0.934 d = lying 0.068 0.678 0.885 0.768 e = sitting 0.029 0.806 0.752 0.779 f = standing 0.010 0.941 0.792 0.860 g = running 0.017 0.795 0.366 0.501 h = walking ------------------------------------------------------- 0.037 0.780 0.746 0.743 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.043 0.634 0.495 0.556 a = climbing down 0.095 0.622 0.860 0.722 b = climbing up 0.001 0.956 0.867 0.909 c = jumping 0.020 0.837 0.667 0.743 d = lying 0.114 0.506 0.872 0.641 e = sitting 0.102 0.495 0.704 0.581 f = standing 0.004 0.952 0.339 0.500 g = running 0.038 0.702 0.658 0.680 h = walking ------------------------------------------------------- 0.054 0.705 0.638 0.628 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.158 0.372 0.820 0.512 a = climbing down 0.034 0.755 0.758 0.757 b = climbing up 0.001 0.932 0.582 0.716 c = jumping 0.010 0.901 0.596 0.717 d = lying 0.133 0.443 0.761 0.560 e = sitting 0.104 0.516 0.723 0.602 f = standing 0.008 0.954 0.533 0.684 g = running 0.027 0.187 0.038 0.064 h = walking ------------------------------------------------------- 0.057 0.634 0.583 0.567 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.008 0.907 0.615 0.733 a = climbing down 0.091 0.523 0.734 0.611 b = climbing up 0.003 0.858 0.988 0.918 c = jumping 0.105 0.561 0.765 0.647 d = lying 0.061 0.720 0.906 0.803 e = sitting 0.027 0.632 0.254 0.363 f = standing 0.001 0.994 0.914 0.953 g = running 0.054 0.679 0.663 0.671 h = walking ------------------------------------------------------- 0.048 0.719 0.700 0.688 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.090 0.535 0.754 0.626 a = climbing down 0.035 0.719 0.575 0.639 b = climbing up 0.000 0.988 0.915 0.950 c = jumping 0.023 0.828 0.680 0.747 d = lying 0.040 0.731 0.646 0.686 e = sitting 0.108 0.518 0.701 0.596 f = standing 0.006 0.965 0.895 0.929 g = running 0.037 0.727 0.636 0.678 h = walking ------------------------------------------------------- 0.046 0.732 0.706 0.712 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.093 0.421 0.691 0.523 a = climbing down 0.037 0.798 0.463 0.586 b = climbing up 0.002 0.898 0.815 0.855 c = jumping 0.052 0.302 0.153 0.203 d = lying 0.049 0.747 0.953 0.838 e = sitting 0.164 0.433 0.808 0.564 f = standing 0.007 0.905 0.455 0.606 g = running 0.040 0.776 0.884 0.826 h = walking ------------------------------------------------------- 0.058 0.657 0.616 0.600 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.047 0.601 0.576 0.588 a = climbing down 0.047 0.662 0.675 0.669 b = climbing up 0.001 0.969 0.893 0.929 c = jumping 0.045 0.769 0.929 0.841 d = lying 0.069 0.693 0.935 0.796 e = sitting 0.025 0.811 0.650 0.722 f = standing 0.006 0.963 0.716 0.822 g = running 0.045 0.725 0.725 0.725 h = walking ------------------------------------------------------- 0.038 0.766 0.752 0.751 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.130 0.374 0.672 0.480 a = climbing down 0.022 0.559 0.233 0.329 b = climbing up 0.002 0.933 0.944 0.939 c = jumping 0.007 0.886 0.285 0.432 d = lying 0.038 0.805 0.832 0.818 e = sitting 0.152 0.503 0.851 0.632 f = standing 0.013 0.929 0.961 0.945 g = running 0.038 0.726 0.571 0.639 h = walking ------------------------------------------------------- 0.054 0.710 0.652 0.637 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.131 0.405 0.705 0.515 a = climbing down 0.181 0.360 0.612 0.453 b = climbing up 0.000 0.981 0.306 0.467 c = jumping 0.027 0.387 0.098 0.157 d = lying 0.101 0.604 0.929 0.732 e = sitting 0.121 0.445 0.585 0.506 f = standing 0.005 0.910 0.333 0.488 g = running 0.060 0.170 0.069 0.098 h = walking ------------------------------------------------------- 0.086 0.477 0.460 0.415 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.878 0.613 0.722 a = climbing down 0.082 0.610 0.846 0.709 b = climbing up 0.001 0.944 0.746 0.833 c = jumping 0.008 0.925 0.609 0.734 d = lying 0.045 0.744 0.781 0.762 e = sitting 0.092 0.563 0.686 0.618 f = standing 0.012 0.933 0.988 0.960 g = running 0.042 0.743 0.695 0.718 h = walking ------------------------------------------------------- 0.041 0.773 0.748 0.749 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.037 0.661 0.654 0.658 a = climbing down 0.045 0.718 0.716 0.717 b = climbing up 0.000 0.978 0.907 0.941 c = jumping 0.020 0.880 0.847 0.863 d = lying 0.072 0.701 0.910 0.792 e = sitting 0.035 0.721 0.526 0.608 f = standing 0.017 0.906 0.991 0.947 g = running 0.043 0.737 0.681 0.708 h = walking ------------------------------------------------------- 0.038 0.769 0.770 0.765 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.039 0.310 0.255 0.280 a = climbing down 0.057 0.600 0.558 0.578 b = climbing up 0.003 0.857 0.923 0.889 c = jumping 0.022 0.876 0.832 0.854 d = lying 0.027 0.863 0.943 0.901 e = sitting 0.020 0.887 0.847 0.867 f = standing 0.095 0.650 0.983 0.783 g = running 0.002 0.985 0.637 0.773 h = walking ------------------------------------------------------- 0.036 0.785 0.770 0.766 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.707 0.353 0.471 a = climbing down 0.177 0.431 0.895 0.582 b = climbing up 0.000 1.000 0.829 0.907 c = jumping 0.007 0.953 0.752 0.840 d = lying 0.050 0.727 0.817 0.770 e = sitting 0.064 0.693 0.846 0.762 f = standing 0.003 0.980 0.847 0.909 g = running 0.051 0.395 0.189 0.256 h = walking ------------------------------------------------------- 0.051 0.709 0.680 0.667 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.173 0.369 0.786 0.502 a = climbing down 0.028 0.690 0.352 0.466 b = climbing up 0.000 0.971 0.444 0.609 c = jumping 0.060 0.538 0.421 0.472 d = lying 0.072 0.571 0.563 0.567 e = sitting 0.160 0.270 0.339 0.301 f = standing 0.001 0.989 0.301 0.462 g = running 0.170 0.236 0.308 0.267 h = walking ------------------------------------------------------- 0.091 0.532 0.428 0.434 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.167 0.363 0.707 0.480 a = climbing down 0.007 0.814 0.220 0.347 b = climbing up 0.006 0.605 0.459 0.522 c = jumping 0.127 0.513 0.763 0.614 d = lying 0.006 0.962 0.825 0.888 e = sitting 0.045 0.496 0.256 0.338 f = standing 0.132 0.565 0.996 0.721 g = running 0.030 0.292 0.070 0.114 h = walking ------------------------------------------------------- 0.071 0.572 0.551 0.505 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.190 0.301 0.669 0.415 a = climbing down 0.036 0.657 0.452 0.535 b = climbing up 0.002 0.906 0.951 0.928 c = jumping 0.080 0.518 0.526 0.522 d = lying 0.052 0.752 0.974 0.849 e = sitting 0.072 0.501 0.448 0.473 f = standing 0.026 0.858 0.785 0.820 g = running 0.020 0.617 0.181 0.280 h = walking ------------------------------------------------------- 0.061 0.623 0.583 0.572 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.123 0.362 0.468 0.408 a = climbing down 0.060 0.659 0.640 0.649 b = climbing up 0.001 0.923 0.873 0.897 c = jumping 0.061 0.633 0.685 0.658 d = lying 0.145 0.476 0.987 0.643 e = sitting 0.049 0.563 0.446 0.498 f = standing 0.002 0.979 0.390 0.558 g = running 0.059 0.480 0.397 0.434 h = walking ------------------------------------------------------- 0.064 0.631 0.563 0.558 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.237 0.262 0.737 0.387 a = climbing down 0.041 0.513 0.304 0.382 b = climbing up 0.002 0.832 0.570 0.676 c = jumping 0.046 0.594 0.430 0.499 d = lying 0.120 0.501 0.872 0.636 e = sitting 0.100 0.494 0.638 0.557 f = standing 0.016 0.904 0.527 0.666 g = running 0.014 0.093 0.009 0.016 h = walking ------------------------------------------------------- 0.069 0.529 0.492 0.470 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.065 0.505 0.510 0.508 a = climbing down 0.125 0.358 0.502 0.418 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.093 0.574 0.700 0.630 d = lying 0.061 0.731 0.934 0.820 e = sitting 0.037 0.620 0.331 0.432 f = standing 0.005 0.974 0.940 0.957 g = running 0.070 0.409 0.277 0.330 h = walking ------------------------------------------------------- 0.057 0.521 0.524 0.512 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.179 0.351 0.700 0.467 a = climbing down 0.068 0.575 0.590 0.582 b = climbing up 0.002 0.912 0.927 0.919 c = jumping 0.064 0.600 0.576 0.588 d = lying 0.047 0.744 0.816 0.779 e = sitting 0.080 0.518 0.523 0.520 f = standing 0.002 0.989 0.889 0.936 g = running 0.014 0.245 0.030 0.053 h = walking ------------------------------------------------------- 0.060 0.597 0.604 0.581 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.191 0.181 0.429 0.254 a = climbing down 0.166 0.466 0.466 0.466 b = climbing up 0.000 0.950 0.422 0.585 c = jumping 0.127 0.342 0.445 0.387 d = lying 0.064 0.622 0.696 0.657 e = sitting 0.139 0.191 0.214 0.202 f = standing 0.025 0.072 0.013 0.023 g = running 0.056 0.101 0.041 0.058 h = walking ------------------------------------------------------- 0.111 0.319 0.342 0.319 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.084 0.439 0.529 0.480 a = climbing down 0.093 0.409 0.468 0.436 b = climbing up 0.001 0.950 0.549 0.696 c = jumping 0.046 0.696 0.647 0.671 d = lying 0.089 0.619 0.865 0.721 e = sitting 0.082 0.525 0.542 0.533 f = standing 0.007 0.961 0.714 0.819 g = running 0.063 0.480 0.357 0.409 h = walking ------------------------------------------------------- 0.061 0.621 0.598 0.600 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.142 0.338 0.628 0.439 a = climbing down 0.012 0.698 0.221 0.336 b = climbing up 0.000 0.989 0.962 0.975 c = jumping 0.088 0.385 0.308 0.342 d = lying 0.077 0.693 0.931 0.795 e = sitting 0.093 0.421 0.376 0.397 f = standing 0.016 0.917 0.966 0.940 g = running 0.036 0.747 0.600 0.665 h = walking ------------------------------------------------------- 0.064 0.617 0.599 0.586 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.064 0.355 0.279 0.312 a = climbing down 0.078 0.628 0.793 0.701 b = climbing up 0.006 0.739 0.773 0.756 c = jumping 0.057 0.619 0.524 0.567 d = lying 0.053 0.732 0.876 0.798 e = sitting 0.083 0.486 0.475 0.481 f = standing 0.008 0.944 0.791 0.861 g = running 0.071 0.615 0.643 0.629 h = walking ------------------------------------------------------- 0.058 0.635 0.638 0.632 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.140 0.334 0.546 0.414 a = climbing down 0.075 0.593 0.723 0.651 b = climbing up 0.001 0.944 0.663 0.779 c = jumping 0.049 0.728 0.770 0.749 d = lying 0.066 0.656 0.746 0.698 e = sitting 0.066 0.534 0.439 0.482 f = standing 0.014 0.922 0.989 0.954 g = running 0.009 0.824 0.230 0.360 h = walking ------------------------------------------------------- 0.056 0.673 0.635 0.624 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.116 0.326 0.511 0.398 a = climbing down 0.099 0.539 0.729 0.620 b = climbing up 0.035 0.320 0.716 0.442 c = jumping 0.016 0.893 0.748 0.814 d = lying 0.111 0.538 0.700 0.608 e = sitting 0.067 0.413 0.273 0.328 f = standing 0.039 0.760 0.756 0.758 g = running 0.021 0.598 0.180 0.276 h = walking ------------------------------------------------------- 0.064 0.587 0.560 0.546 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.194 0.186 0.641 0.289 a = climbing down 0.006 0.846 0.222 0.352 b = climbing up 0.001 0.933 0.894 0.913 c = jumping 0.009 0.933 0.718 0.811 d = lying 0.159 0.530 0.984 0.689 e = sitting 0.031 0.554 0.210 0.305 f = standing 0.061 0.742 0.973 0.842 g = running 0.058 0.152 0.053 0.078 h = walking ------------------------------------------------------- 0.063 0.595 0.543 0.505 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.043 0.415 0.237 0.301 a = climbing down 0.171 0.263 0.405 0.319 b = climbing up 0.003 0.651 0.320 0.429 c = jumping 0.077 0.620 0.723 0.667 d = lying 0.026 0.385 0.100 0.158 e = sitting 0.194 0.315 0.524 0.393 f = standing 0.001 0.091 0.001 0.002 g = running 0.193 0.394 0.717 0.508 h = walking ------------------------------------------------------- 0.100 0.359 0.391 0.339 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.030 0.770 0.761 0.765 a = climbing down 0.051 0.683 0.632 0.657 b = climbing up 0.000 1.000 0.884 0.939 c = jumping 0.018 0.274 0.040 0.070 d = lying 0.090 0.537 0.612 0.572 e = sitting 0.206 0.282 0.463 0.350 f = standing 0.004 0.975 0.929 0.952 g = running 0.060 0.700 0.822 0.756 h = walking ------------------------------------------------------- 0.067 0.602 0.608 0.588 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.132 0.462 0.843 0.596 a = climbing down 0.082 0.468 0.527 0.496 b = climbing up 0.027 0.429 0.959 0.593 c = jumping 0.000 0.997 0.991 0.994 d = lying 0.030 0.826 0.809 0.817 e = sitting 0.026 0.848 0.826 0.837 f = standing 0.010 0.936 0.807 0.867 g = running 0.019 0.560 0.140 0.224 h = walking ------------------------------------------------------- 0.039 0.737 0.713 0.697 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.033 0.767 0.875 0.817 a = climbing down 0.054 0.616 0.575 0.594 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.026 0.858 0.978 0.914 d = lying 0.043 0.735 0.746 0.740 e = sitting 0.044 0.746 0.790 0.767 f = standing 0.000 0.999 0.791 0.883 g = running 0.055 0.691 0.684 0.687 h = walking ------------------------------------------------------- 0.035 0.785 0.780 0.779 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.061 0.549 0.491 0.518 a = climbing down 0.148 0.489 0.775 0.600 b = climbing up 0.000 0.993 0.947 0.969 c = jumping 0.015 0.896 0.867 0.881 d = lying 0.120 0.434 0.690 0.533 e = sitting 0.088 0.517 0.666 0.582 f = standing 0.002 0.978 0.355 0.521 g = running 0.038 0.557 0.345 0.426 h = walking ------------------------------------------------------- 0.063 0.664 0.591 0.585 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.025 0.761 0.686 0.722 a = climbing down 0.048 0.687 0.756 0.720 b = climbing up 0.000 1.000 0.876 0.934 c = jumping 0.056 0.665 0.715 0.689 d = lying 0.114 0.482 0.768 0.592 e = sitting 0.101 0.420 0.476 0.446 f = standing 0.003 0.981 0.527 0.686 g = running 0.050 0.707 0.732 0.720 h = walking ------------------------------------------------------- 0.051 0.707 0.654 0.660 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.084 0.517 0.699 0.594 a = climbing down 0.085 0.501 0.626 0.557 b = climbing up 0.040 0.265 0.728 0.388 c = jumping 0.009 0.950 0.966 0.958 d = lying 0.049 0.693 0.640 0.666 e = sitting 0.065 0.670 0.737 0.702 f = standing 0.006 0.952 0.685 0.797 g = running 0.025 0.729 0.394 0.512 h = walking ------------------------------------------------------- 0.043 0.721 0.681 0.686 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.032 0.619 0.380 0.471 a = climbing down 0.120 0.319 0.361 0.339 b = climbing up 0.078 0.197 0.965 0.328 c = jumping 0.024 0.865 0.938 0.900 d = lying 0.054 0.613 0.504 0.553 e = sitting 0.056 0.650 0.634 0.642 f = standing 0.001 0.990 0.432 0.602 g = running 0.159 0.300 0.436 0.355 h = walking ------------------------------------------------------- 0.062 0.626 0.538 0.553 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.024 0.749 0.733 0.741 a = climbing down 0.067 0.728 0.572 0.640 b = climbing up 0.000 1.000 0.772 0.871 c = jumping 0.020 0.720 0.353 0.474 d = lying 0.088 0.575 0.784 0.664 e = sitting 0.152 0.420 0.714 0.528 f = standing 0.011 0.926 0.970 0.947 g = running 0.020 0.846 0.693 0.762 h = walking ------------------------------------------------------- 0.056 0.714 0.675 0.675 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.979 0.486 0.649 a = climbing down 0.068 0.635 0.857 0.729 b = climbing up 0.000 1.000 0.962 0.980 c = jumping 0.003 0.981 0.985 0.983 d = lying 0.121 0.479 0.669 0.559 e = sitting 0.080 0.501 0.478 0.489 f = standing 0.001 0.991 0.717 0.832 g = running 0.050 0.719 0.793 0.754 h = walking ------------------------------------------------------- 0.045 0.764 0.720 0.724 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.034 0.728 0.796 0.760 a = climbing down 0.095 0.499 0.782 0.609 b = climbing up 0.000 0.984 0.968 0.976 c = jumping 0.007 0.952 0.803 0.871 d = lying 0.088 0.497 0.466 0.481 e = sitting 0.119 0.479 0.610 0.536 f = standing 0.006 0.966 0.959 0.963 g = running 0.012 0.866 0.420 0.565 h = walking ------------------------------------------------------- 0.050 0.726 0.688 0.689 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.042 0.622 0.555 0.587 a = climbing down 0.101 0.511 0.633 0.565 b = climbing up 0.003 0.784 0.590 0.673 c = jumping 0.002 0.989 0.950 0.969 d = lying 0.097 0.576 0.791 0.666 e = sitting 0.039 0.644 0.429 0.515 f = standing 0.016 0.883 0.731 0.800 g = running 0.074 0.604 0.633 0.618 h = walking ------------------------------------------------------- 0.052 0.694 0.678 0.678 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.041 0.674 0.662 0.668 a = climbing down 0.054 0.642 0.642 0.642 b = climbing up 0.006 0.714 0.726 0.720 c = jumping 0.001 0.994 0.979 0.987 d = lying 0.118 0.534 0.796 0.639 e = sitting 0.037 0.614 0.339 0.437 f = standing 0.009 0.950 0.953 0.951 g = running 0.043 0.749 0.739 0.744 h = walking ------------------------------------------------------- 0.042 0.740 0.733 0.727 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.752 0.417 0.536 a = climbing down 0.191 0.412 0.843 0.554 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.001 0.993 0.946 0.969 d = lying 0.131 0.507 0.732 0.599 e = sitting 0.036 0.473 0.188 0.269 f = standing 0.010 0.945 0.995 0.969 g = running 0.035 0.575 0.269 0.366 h = walking ------------------------------------------------------- 0.060 0.668 0.641 0.619 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.088 0.310 0.562 0.399 a = climbing down 0.072 0.575 0.633 0.603 b = climbing up 0.003 0.872 0.782 0.824 c = jumping 0.002 0.943 0.201 0.331 d = lying 0.090 0.549 0.605 0.576 e = sitting 0.211 0.315 0.532 0.396 f = standing 0.043 0.800 0.968 0.876 g = running 0.006 0.930 0.386 0.545 h = walking ------------------------------------------------------- 0.070 0.670 0.555 0.548 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.707 0.615 0.658 a = climbing down 0.057 0.581 0.526 0.552 b = climbing up 0.000 0.993 0.845 0.913 c = jumping 0.009 0.941 0.832 0.883 d = lying 0.085 0.587 0.729 0.650 e = sitting 0.071 0.571 0.554 0.562 f = standing 0.007 0.959 0.893 0.925 g = running 0.060 0.712 0.845 0.773 h = walking ------------------------------------------------------- 0.045 0.733 0.724 0.725 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.080 0.548 0.750 0.634 a = climbing down 0.065 0.698 0.863 0.772 b = climbing up 0.000 0.993 0.987 0.990 c = jumping 0.039 0.794 0.903 0.845 d = lying 0.035 0.680 0.437 0.532 e = sitting 0.097 0.544 0.664 0.598 f = standing 0.001 0.985 0.549 0.705 g = running 0.035 0.773 0.689 0.729 h = walking ------------------------------------------------------- 0.049 0.725 0.698 0.694 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.114 0.497 0.841 0.625 a = climbing down 0.022 0.793 0.613 0.691 b = climbing up 0.075 0.215 0.988 0.354 c = jumping 0.003 0.980 0.913 0.945 d = lying 0.067 0.711 0.956 0.816 e = sitting 0.014 0.890 0.628 0.736 f = standing 0.005 0.941 0.495 0.649 g = running 0.033 0.699 0.438 0.538 h = walking ------------------------------------------------------- 0.036 0.784 0.702 0.711 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.025 0.804 0.848 0.826 a = climbing down 0.031 0.741 0.600 0.663 b = climbing up 0.009 0.675 0.862 0.757 c = jumping 0.024 0.854 0.879 0.866 d = lying 0.048 0.760 0.938 0.840 e = sitting 0.025 0.838 0.798 0.818 f = standing 0.004 0.973 0.741 0.841 g = running 0.053 0.747 0.864 0.801 h = walking ------------------------------------------------------- 0.029 0.819 0.810 0.808 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.070 0.530 0.530 0.530 a = climbing down 0.091 0.633 0.858 0.728 b = climbing up 0.000 1.000 0.803 0.891 c = jumping 0.068 0.647 0.817 0.722 d = lying 0.130 0.494 0.940 0.648 e = sitting 0.041 0.625 0.484 0.546 f = standing 0.004 0.965 0.388 0.553 g = running 0.021 0.765 0.491 0.598 h = walking ------------------------------------------------------- 0.056 0.693 0.632 0.620 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.071 0.525 0.689 0.596 a = climbing down 0.051 0.672 0.750 0.709 b = climbing up 0.000 0.993 0.805 0.889 c = jumping 0.011 0.911 0.734 0.813 d = lying 0.126 0.483 0.847 0.615 e = sitting 0.056 0.688 0.797 0.738 f = standing 0.016 0.912 0.547 0.684 g = running 0.022 0.818 0.594 0.688 h = walking ------------------------------------------------------- 0.044 0.749 0.693 0.698 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.728 0.677 0.702 a = climbing down 0.095 0.449 0.571 0.503 b = climbing up 0.005 0.795 0.946 0.864 c = jumping 0.039 0.804 0.909 0.853 d = lying 0.058 0.582 0.470 0.520 e = sitting 0.093 0.526 0.571 0.548 f = standing 0.008 0.955 0.911 0.933 g = running 0.051 0.638 0.526 0.576 h = walking ------------------------------------------------------- 0.052 0.677 0.672 0.671 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.154 0.357 0.621 0.453 a = climbing down 0.070 0.490 0.432 0.459 b = climbing up 0.001 0.945 0.780 0.854 c = jumping 0.034 0.806 0.863 0.834 d = lying 0.049 0.721 0.758 0.739 e = sitting 0.045 0.694 0.616 0.653 f = standing 0.009 0.949 0.918 0.933 g = running 0.040 0.498 0.255 0.337 h = walking ------------------------------------------------------- 0.053 0.665 0.650 0.647 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.141 0.238 0.446 0.310 a = climbing down 0.079 0.694 0.578 0.631 b = climbing up 0.001 0.926 0.868 0.896 c = jumping 0.033 0.689 0.493 0.575 d = lying 0.107 0.490 0.678 0.568 e = sitting 0.117 0.482 0.706 0.573 f = standing 0.006 0.246 0.013 0.024 g = running 0.037 0.768 0.799 0.783 h = walking ------------------------------------------------------- 0.071 0.555 0.549 0.528 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.025 0.797 0.800 0.798 a = climbing down 0.035 0.752 0.777 0.765 b = climbing up 0.000 0.994 0.917 0.954 c = jumping 0.016 0.908 0.988 0.946 d = lying 0.087 0.606 0.799 0.689 e = sitting 0.033 0.797 0.762 0.779 f = standing 0.004 0.976 0.715 0.825 g = running 0.026 0.832 0.800 0.816 h = walking ------------------------------------------------------- 0.031 0.821 0.805 0.807 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.073 0.522 0.690 0.594 a = climbing down 0.011 0.820 0.416 0.552 b = climbing up 0.000 1.000 0.892 0.943 c = jumping 0.013 0.911 0.764 0.831 d = lying 0.058 0.609 0.487 0.541 e = sitting 0.114 0.551 0.776 0.644 f = standing 0.038 0.822 0.970 0.890 g = running 0.037 0.775 0.717 0.745 h = walking ------------------------------------------------------- 0.049 0.727 0.704 0.701 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.780 0.623 0.693 a = climbing down 0.072 0.673 0.889 0.766 b = climbing up 0.001 0.947 0.714 0.814 c = jumping 0.005 0.966 0.835 0.896 d = lying 0.055 0.716 0.835 0.771 e = sitting 0.040 0.758 0.757 0.757 f = standing 0.008 0.951 0.978 0.964 g = running 0.024 0.836 0.697 0.760 h = walking ------------------------------------------------------- 0.032 0.816 0.804 0.804 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.964 0.749 0.843 a = climbing down 0.025 0.833 0.834 0.834 b = climbing up 0.000 0.988 0.921 0.953 c = jumping 0.023 0.880 0.979 0.927 d = lying 0.050 0.749 0.873 0.806 e = sitting 0.019 0.849 0.627 0.721 f = standing 0.006 0.968 0.993 0.981 g = running 0.042 0.791 0.901 0.842 h = walking ------------------------------------------------------- 0.024 0.862 0.856 0.853 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.023 0.734 0.567 0.640 a = climbing down 0.098 0.565 0.800 0.662 b = climbing up 0.009 0.723 0.954 0.822 c = jumping 0.007 0.952 0.807 0.874 d = lying 0.174 0.476 0.860 0.613 e = sitting 0.019 0.485 0.101 0.168 f = standing 0.005 0.969 0.932 0.950 g = running 0.036 0.760 0.643 0.697 h = walking ------------------------------------------------------- 0.053 0.703 0.683 0.660 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.277 0.420 0.334 a = climbing down 0.006 0.895 0.320 0.472 b = climbing up 0.000 1.000 0.594 0.745 c = jumping 0.006 0.969 0.954 0.961 d = lying 0.154 0.517 0.912 0.660 e = sitting 0.012 0.738 0.188 0.300 f = standing 0.078 0.694 0.983 0.814 g = running 0.024 0.878 0.873 0.875 h = walking ------------------------------------------------------- 0.048 0.753 0.692 0.665 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.869 0.655 0.747 a = climbing down 0.032 0.766 0.698 0.730 b = climbing up 0.001 0.947 0.964 0.955 c = jumping 0.008 0.951 0.898 0.924 d = lying 0.057 0.691 0.770 0.728 e = sitting 0.047 0.732 0.767 0.749 f = standing 0.005 0.970 0.884 0.925 g = running 0.061 0.722 0.906 0.804 h = walking ------------------------------------------------------- 0.032 0.818 0.807 0.808 Weighted Avg. Run: 1 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.074 0.529 0.637 0.578 a = climbing down 0.116 0.485 0.633 0.549 b = climbing up 0.000 0.952 0.133 0.234 c = jumping 0.026 0.813 0.674 0.737 d = lying 0.102 0.492 0.583 0.533 e = sitting 0.105 0.377 0.361 0.369 f = standing 0.022 0.849 0.769 0.807 g = running 0.038 0.698 0.521 0.597 h = walking ------------------------------------------------------- 0.068 0.611 0.585 0.587 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.013 0.903 0.864 0.883 a = climbing down 0.106 0.520 0.834 0.640 b = climbing up 0.022 0.482 0.988 0.648 c = jumping 0.043 0.777 0.861 0.817 d = lying 0.019 0.880 0.792 0.834 e = sitting 0.047 0.721 0.695 0.708 f = standing 0.009 0.939 0.846 0.890 g = running 0.025 0.725 0.379 0.498 h = walking ------------------------------------------------------- 0.036 0.778 0.752 0.750 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.838 0.873 a = climbing down 0.133 0.498 0.874 0.634 b = climbing up 0.000 1.000 0.533 0.695 c = jumping 0.017 0.896 0.878 0.887 d = lying 0.057 0.698 0.819 0.754 e = sitting 0.039 0.763 0.781 0.772 f = standing 0.009 0.950 0.790 0.863 g = running 0.024 0.727 0.360 0.481 h = walking ------------------------------------------------------- 0.039 0.785 0.751 0.748 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.798 0.758 0.778 a = climbing down 0.118 0.588 0.921 0.717 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.029 0.820 0.867 0.843 d = lying 0.187 0.339 0.718 0.461 e = sitting 0.060 0.437 0.326 0.373 f = standing 0.004 0.957 0.383 0.547 g = running 0.014 0.773 0.348 0.480 h = walking ------------------------------------------------------- 0.058 0.702 0.616 0.609 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.137 0.446 0.963 0.609 a = climbing down 0.008 0.906 0.580 0.708 b = climbing up 0.001 0.960 0.988 0.974 c = jumping 0.041 0.754 0.823 0.787 d = lying 0.114 0.488 0.787 0.602 e = sitting 0.072 0.538 0.546 0.542 f = standing 0.010 0.943 0.543 0.689 g = running 0.033 0.613 0.321 0.421 h = walking ------------------------------------------------------- 0.051 0.707 0.634 0.633 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.043 0.710 0.816 0.759 a = climbing down 0.033 0.714 0.611 0.659 b = climbing up 0.005 0.769 0.926 0.840 c = jumping 0.036 0.797 0.798 0.797 d = lying 0.049 0.727 0.757 0.742 e = sitting 0.067 0.617 0.595 0.605 f = standing 0.007 0.955 0.843 0.895 g = running 0.051 0.724 0.791 0.756 h = walking ------------------------------------------------------- 0.040 0.753 0.749 0.749 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.088 0.529 0.720 0.610 a = climbing down 0.083 0.510 0.558 0.533 b = climbing up 0.000 0.988 0.914 0.949 c = jumping 0.036 0.782 0.786 0.784 d = lying 0.081 0.573 0.643 0.606 e = sitting 0.068 0.513 0.434 0.470 f = standing 0.015 0.921 0.904 0.912 g = running 0.055 0.446 0.286 0.348 h = walking ------------------------------------------------------- 0.058 0.628 0.631 0.624 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.219 0.289 0.906 0.439 a = climbing down 0.028 0.782 0.329 0.463 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.119 0.287 0.324 0.304 d = lying 0.045 0.485 0.278 0.353 e = sitting 0.180 0.342 0.604 0.437 f = standing 0.046 0.750 0.960 0.842 g = running 0.002 0.048 0.001 0.002 h = walking ------------------------------------------------------- 0.080 0.373 0.425 0.355 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.922 0.612 0.736 a = climbing down 0.042 0.702 0.722 0.712 b = climbing up 0.001 0.948 1.000 0.973 c = jumping 0.014 0.917 0.979 0.947 d = lying 0.137 0.499 0.824 0.621 e = sitting 0.038 0.624 0.373 0.467 f = standing 0.003 0.982 0.721 0.831 g = running 0.053 0.739 0.938 0.827 h = walking ------------------------------------------------------- 0.041 0.778 0.745 0.742 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.013 0.863 0.692 0.768 a = climbing down 0.035 0.678 0.603 0.638 b = climbing up 0.000 1.000 0.719 0.836 c = jumping 0.034 0.810 0.812 0.811 d = lying 0.064 0.596 0.502 0.545 e = sitting 0.096 0.525 0.588 0.555 f = standing 0.032 0.845 0.972 0.904 g = running 0.044 0.784 0.899 0.838 h = walking ------------------------------------------------------- 0.047 0.730 0.729 0.725 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.049 0.558 0.494 0.524 a = climbing down 0.071 0.563 0.550 0.557 b = climbing up 0.000 1.000 0.669 0.801 c = jumping 0.033 0.715 0.474 0.570 d = lying 0.090 0.498 0.539 0.518 e = sitting 0.129 0.394 0.506 0.443 f = standing 0.013 0.919 0.889 0.904 g = running 0.071 0.661 0.775 0.713 h = walking ------------------------------------------------------- 0.064 0.626 0.609 0.611 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.032 0.676 0.522 0.589 a = climbing down 0.141 0.469 0.832 0.600 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.015 0.897 0.742 0.812 d = lying 0.117 0.531 0.781 0.632 e = sitting 0.069 0.446 0.320 0.373 f = standing 0.013 0.930 0.994 0.961 g = running 0.014 0.818 0.350 0.490 h = walking ------------------------------------------------------- 0.055 0.692 0.655 0.645 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.003 0.917 0.338 0.494 a = climbing down 0.274 0.348 0.921 0.505 b = climbing up 0.002 0.921 0.912 0.917 c = jumping 0.006 0.954 0.747 0.838 d = lying 0.154 0.453 0.693 0.548 e = sitting 0.066 0.211 0.102 0.137 f = standing 0.002 0.987 0.981 0.984 g = running 0.014 0.154 0.014 0.026 h = walking ------------------------------------------------------- 0.075 0.564 0.554 0.511 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.047 0.404 0.461 0.431 a = climbing down 0.187 0.272 0.454 0.340 b = climbing up 0.001 0.975 0.897 0.934 c = jumping 0.038 0.819 0.943 0.877 d = lying 0.089 0.576 0.664 0.617 e = sitting 0.057 0.563 0.398 0.467 f = standing 0.058 0.752 0.982 0.852 g = running 0.018 0.200 0.023 0.041 h = walking ------------------------------------------------------- 0.068 0.534 0.573 0.533 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.051 0.667 0.795 0.725 a = climbing down 0.109 0.522 0.796 0.630 b = climbing up 0.000 1.000 0.882 0.937 c = jumping 0.034 0.791 0.749 0.770 d = lying 0.068 0.579 0.568 0.573 e = sitting 0.108 0.463 0.545 0.501 f = standing 0.005 0.969 0.893 0.929 g = running 0.011 0.839 0.324 0.467 h = walking ------------------------------------------------------- 0.053 0.702 0.666 0.662 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.011 0.874 0.595 0.708 a = climbing down 0.108 0.427 0.558 0.484 b = climbing up 0.000 0.964 0.718 0.823 c = jumping 0.048 0.058 0.017 0.027 d = lying 0.087 0.527 0.556 0.541 e = sitting 0.198 0.249 0.364 0.296 f = standing 0.009 0.950 0.995 0.972 g = running 0.078 0.606 0.690 0.645 h = walking ------------------------------------------------------- 0.078 0.523 0.537 0.522 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.077 0.653 0.839 0.735 a = climbing down 0.044 0.000 0.000 0.000 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.042 0.838 0.962 0.896 d = lying 0.068 0.721 0.794 0.756 e = sitting 0.033 0.784 0.533 0.635 f = standing 0.002 0.983 1.000 0.991 g = running 0.011 0.909 0.528 0.668 h = walking ------------------------------------------------------- 0.035 0.734 0.706 0.709 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.039 0.719 0.808 0.761 a = climbing down 0.149 0.413 0.699 0.519 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.108 0.570 0.877 0.691 d = lying 0.066 0.623 0.680 0.650 e = sitting 0.033 0.541 0.237 0.329 f = standing 0.001 0.992 0.792 0.881 g = running 0.029 0.664 0.322 0.433 h = walking ------------------------------------------------------- 0.057 0.664 0.633 0.619 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.144 0.310 0.430 0.361 a = climbing down 0.115 0.381 0.387 0.384 b = climbing up 0.001 0.914 0.965 0.939 c = jumping 0.040 0.627 0.439 0.516 d = lying 0.183 0.380 0.840 0.524 e = sitting 0.066 0.470 0.412 0.439 f = standing 0.004 0.955 0.353 0.515 g = running 0.060 0.517 0.467 0.490 h = walking ------------------------------------------------------- 0.080 0.557 0.467 0.469 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.037 0.684 0.707 0.695 a = climbing down 0.151 0.401 0.726 0.516 b = climbing up 0.001 0.952 0.947 0.950 c = jumping 0.050 0.524 0.358 0.425 d = lying 0.124 0.401 0.597 0.480 e = sitting 0.159 0.217 0.285 0.247 f = standing 0.001 0.996 0.528 0.690 g = running 0.041 0.590 0.359 0.446 h = walking ------------------------------------------------------- 0.071 0.594 0.508 0.519 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.094 0.503 0.740 0.599 a = climbing down 0.120 0.336 0.447 0.384 b = climbing up 0.000 0.992 0.722 0.836 c = jumping 0.056 0.473 0.287 0.358 d = lying 0.095 0.596 0.824 0.692 e = sitting 0.100 0.473 0.498 0.485 f = standing 0.008 0.953 0.936 0.945 g = running 0.045 0.295 0.112 0.162 h = walking ------------------------------------------------------- 0.070 0.536 0.551 0.528 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.056 0.400 0.270 0.322 a = climbing down 0.187 0.357 0.670 0.466 b = climbing up 0.006 0.766 0.988 0.863 c = jumping 0.028 0.771 0.571 0.656 d = lying 0.092 0.415 0.384 0.399 e = sitting 0.118 0.437 0.552 0.488 f = standing 0.006 0.968 0.867 0.914 g = running 0.066 0.269 0.156 0.198 h = walking ------------------------------------------------------- 0.076 0.536 0.518 0.513 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.043 0.622 0.719 0.667 a = climbing down 0.057 0.601 0.276 0.378 b = climbing up 0.000 0.500 0.006 0.011 c = jumping 0.067 0.563 0.581 0.572 d = lying 0.071 0.631 0.797 0.704 e = sitting 0.117 0.454 0.632 0.528 f = standing 0.025 0.847 0.977 0.907 g = running 0.073 0.595 0.696 0.642 h = walking ------------------------------------------------------- 0.064 0.610 0.610 0.587 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.914 0.522 0.665 a = climbing down 0.077 0.523 0.618 0.566 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.038 0.782 0.834 0.807 d = lying 0.054 0.664 0.638 0.651 e = sitting 0.083 0.622 0.813 0.705 f = standing 0.001 0.994 0.712 0.830 g = running 0.071 0.638 0.774 0.700 h = walking ------------------------------------------------------- 0.045 0.749 0.715 0.718 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.020 0.794 0.661 0.722 a = climbing down 0.080 0.484 0.616 0.542 b = climbing up 0.000 0.981 0.283 0.439 c = jumping 0.124 0.323 0.330 0.326 d = lying 0.128 0.415 0.488 0.449 e = sitting 0.052 0.654 0.546 0.595 f = standing 0.021 0.892 0.966 0.927 g = running 0.038 0.762 0.689 0.724 h = walking ------------------------------------------------------- 0.067 0.622 0.603 0.605 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.058 0.543 0.551 0.547 a = climbing down 0.082 0.496 0.486 0.491 b = climbing up 0.000 0.980 0.843 0.906 c = jumping 0.020 0.750 0.340 0.468 d = lying 0.130 0.464 0.681 0.552 e = sitting 0.125 0.384 0.468 0.422 f = standing 0.012 0.931 0.973 0.951 g = running 0.073 0.533 0.467 0.498 h = walking ------------------------------------------------------- 0.070 0.596 0.570 0.567 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.062 0.601 0.723 0.656 a = climbing down 0.153 0.345 0.534 0.419 b = climbing up 0.002 0.929 0.929 0.929 c = jumping 0.030 0.496 0.174 0.258 d = lying 0.164 0.403 0.654 0.498 e = sitting 0.102 0.383 0.367 0.375 f = standing 0.014 0.923 0.992 0.956 g = running 0.029 0.558 0.206 0.301 h = walking ------------------------------------------------------- 0.076 0.539 0.522 0.499 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.598 0.445 0.510 a = climbing down 0.205 0.342 0.668 0.452 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.012 0.889 0.557 0.685 d = lying 0.105 0.537 0.670 0.596 e = sitting 0.080 0.368 0.270 0.311 f = standing 0.004 0.976 0.994 0.985 g = running 0.051 0.560 0.366 0.442 h = walking ------------------------------------------------------- 0.069 0.619 0.579 0.580 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.230 0.203 0.835 0.326 a = climbing down 0.015 0.729 0.266 0.389 b = climbing up 0.008 0.728 0.971 0.833 c = jumping 0.042 0.803 0.928 0.861 d = lying 0.055 0.714 0.760 0.736 e = sitting 0.037 0.729 0.553 0.629 f = standing 0.001 0.996 0.934 0.964 g = running 0.027 0.560 0.172 0.263 h = walking ------------------------------------------------------- 0.042 0.716 0.627 0.625 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.044 0.641 0.609 0.625 a = climbing down 0.107 0.391 0.457 0.421 b = climbing up 0.000 0.982 0.976 0.979 c = jumping 0.133 0.428 0.572 0.490 d = lying 0.064 0.634 0.670 0.652 e = sitting 0.094 0.217 0.155 0.181 f = standing 0.005 0.968 0.894 0.930 g = running 0.064 0.572 0.490 0.528 h = walking ------------------------------------------------------- 0.072 0.561 0.559 0.557 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.218 0.280 0.652 0.391 a = climbing down 0.068 0.499 0.386 0.436 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.022 0.879 0.979 0.926 d = lying 0.148 0.457 0.734 0.563 e = sitting 0.017 0.148 0.017 0.031 f = standing 0.037 0.678 0.480 0.562 g = running 0.071 0.366 0.244 0.293 h = walking ------------------------------------------------------- 0.078 0.484 0.497 0.464 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.264 0.289 0.799 0.425 a = climbing down 0.042 0.333 0.153 0.210 b = climbing up 0.096 0.173 0.946 0.292 c = jumping 0.043 0.528 0.274 0.361 d = lying 0.057 0.698 0.755 0.725 e = sitting 0.107 0.519 0.666 0.583 f = standing 0.021 0.722 0.324 0.447 g = running 0.010 0.122 0.008 0.016 h = walking ------------------------------------------------------- 0.074 0.461 0.433 0.397 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.114 0.474 0.839 0.606 a = climbing down 0.078 0.541 0.613 0.575 b = climbing up 0.000 0.984 0.989 0.986 c = jumping 0.018 0.896 0.936 0.916 d = lying 0.099 0.554 0.767 0.643 e = sitting 0.033 0.714 0.505 0.592 f = standing 0.002 0.989 0.785 0.875 g = running 0.021 0.726 0.317 0.442 h = walking ------------------------------------------------------- 0.047 0.722 0.681 0.677 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.090 0.374 0.358 0.366 a = climbing down 0.140 0.512 0.811 0.628 b = climbing up 0.030 0.302 0.840 0.444 c = jumping 0.027 0.821 0.802 0.812 d = lying 0.217 0.288 0.659 0.401 e = sitting 0.068 0.291 0.196 0.235 f = standing 0.005 0.935 0.274 0.424 g = running 0.044 0.184 0.072 0.104 h = walking ------------------------------------------------------- 0.078 0.525 0.457 0.434 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.204 0.297 0.757 0.426 a = climbing down 0.067 0.440 0.375 0.405 b = climbing up 0.004 0.000 0.000 0.000 c = jumping 0.046 0.707 0.724 0.716 d = lying 0.188 0.356 0.751 0.483 e = sitting 0.055 0.151 0.064 0.090 f = standing 0.051 0.747 0.514 0.609 g = running 0.020 0.300 0.051 0.087 h = walking ------------------------------------------------------- 0.079 0.375 0.405 0.352 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.038 0.665 0.596 0.629 a = climbing down 0.104 0.495 0.748 0.595 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.027 0.833 0.780 0.805 d = lying 0.089 0.537 0.596 0.565 e = sitting 0.075 0.534 0.481 0.506 f = standing 0.016 0.915 0.947 0.931 g = running 0.039 0.666 0.456 0.541 h = walking ------------------------------------------------------- 0.054 0.676 0.665 0.664 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.076 0.432 0.418 0.425 a = climbing down 0.024 0.593 0.229 0.330 b = climbing up 0.003 0.000 0.000 0.000 c = jumping 0.034 0.796 0.792 0.794 d = lying 0.066 0.497 0.387 0.435 e = sitting 0.112 0.479 0.625 0.542 f = standing 0.024 0.876 0.885 0.880 g = running 0.146 0.440 0.740 0.552 h = walking ------------------------------------------------------- 0.061 0.514 0.510 0.495 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.345 0.238 0.282 a = climbing down 0.111 0.581 0.494 0.534 b = climbing up 0.000 1.000 0.806 0.892 c = jumping 0.049 0.705 0.781 0.741 d = lying 0.060 0.381 0.245 0.299 e = sitting 0.199 0.293 0.536 0.379 f = standing 0.012 0.848 0.470 0.605 g = running 0.104 0.499 0.667 0.571 h = walking ------------------------------------------------------- 0.087 0.542 0.507 0.507 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.939 0.530 0.678 a = climbing down 0.135 0.467 0.862 0.605 b = climbing up 0.007 0.719 0.927 0.810 c = jumping 0.054 0.746 0.977 0.846 d = lying 0.066 0.476 0.360 0.410 e = sitting 0.133 0.395 0.515 0.447 f = standing 0.002 0.988 0.676 0.803 g = running 0.040 0.587 0.357 0.444 h = walking ------------------------------------------------------- 0.059 0.666 0.617 0.614 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.620 0.468 0.533 a = climbing down 0.086 0.541 0.831 0.655 b = climbing up 0.000 1.000 0.972 0.986 c = jumping 0.037 0.432 0.155 0.228 d = lying 0.094 0.191 0.119 0.147 e = sitting 0.242 0.307 0.594 0.405 f = standing 0.045 0.797 0.977 0.878 g = running 0.019 0.837 0.544 0.660 h = walking ------------------------------------------------------- 0.080 0.536 0.525 0.501 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.761 0.242 0.367 a = climbing down 0.116 0.265 0.253 0.259 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.014 0.833 0.406 0.546 d = lying 0.095 0.491 0.551 0.519 e = sitting 0.124 0.347 0.399 0.371 f = standing 0.028 0.853 0.991 0.917 g = running 0.145 0.510 0.849 0.637 h = walking ------------------------------------------------------- 0.077 0.584 0.544 0.530 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.833 0.354 0.497 a = climbing down 0.038 0.665 0.503 0.573 b = climbing up 0.001 0.932 0.901 0.916 c = jumping 0.020 0.893 0.946 0.919 d = lying 0.135 0.457 0.672 0.544 e = sitting 0.056 0.297 0.137 0.188 f = standing 0.033 0.834 0.986 0.904 g = running 0.109 0.583 0.873 0.699 h = walking ------------------------------------------------------- 0.058 0.652 0.656 0.629 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.121 0.310 0.495 0.382 a = climbing down 0.109 0.441 0.537 0.484 b = climbing up 0.095 0.189 0.974 0.316 c = jumping 0.023 0.867 0.862 0.865 d = lying 0.089 0.235 0.149 0.182 e = sitting 0.033 0.275 0.073 0.115 f = standing 0.257 0.169 0.318 0.221 g = running 0.006 0.453 0.030 0.057 h = walking ------------------------------------------------------- 0.088 0.392 0.355 0.324 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.122 0.301 0.752 0.430 a = climbing down 0.021 0.825 0.650 0.727 b = climbing up 0.014 0.598 0.897 0.717 c = jumping 0.020 0.892 0.907 0.899 d = lying 0.081 0.623 0.743 0.678 e = sitting 0.051 0.650 0.520 0.578 f = standing 0.105 0.604 0.895 0.721 g = running 0.011 0.013 0.001 0.001 h = walking ------------------------------------------------------- 0.052 0.571 0.626 0.583 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.032 0.699 0.581 0.634 a = climbing down 0.109 0.369 0.423 0.394 b = climbing up 0.006 0.437 0.225 0.297 c = jumping 0.011 0.936 0.900 0.918 d = lying 0.097 0.468 0.515 0.491 e = sitting 0.076 0.472 0.402 0.434 f = standing 0.045 0.778 0.875 0.823 g = running 0.094 0.475 0.485 0.480 h = walking ------------------------------------------------------- 0.065 0.599 0.596 0.595 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.238 0.327 0.897 0.479 a = climbing down 0.055 0.629 0.532 0.576 b = climbing up 0.089 0.157 0.928 0.268 c = jumping 0.076 0.671 0.938 0.782 d = lying 0.084 0.372 0.291 0.326 e = sitting 0.083 0.474 0.428 0.450 f = standing 0.001 0.810 0.039 0.075 g = running 0.004 0.088 0.002 0.005 h = walking ------------------------------------------------------- 0.073 0.478 0.442 0.381 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.099 0.487 0.694 0.572 a = climbing down 0.055 0.587 0.569 0.578 b = climbing up 0.057 0.205 0.716 0.319 c = jumping 0.107 0.619 0.988 0.762 d = lying 0.002 0.966 0.398 0.564 e = sitting 0.011 0.861 0.378 0.526 f = standing 0.102 0.497 0.585 0.538 g = running 0.030 0.755 0.544 0.632 h = walking ------------------------------------------------------- 0.057 0.681 0.594 0.592 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.062 0.592 0.737 0.657 a = climbing down 0.052 0.703 0.819 0.756 b = climbing up 0.001 0.967 0.983 0.975 c = jumping 0.009 0.945 0.933 0.939 d = lying 0.074 0.657 0.875 0.751 e = sitting 0.018 0.861 0.701 0.773 f = standing 0.017 0.904 0.790 0.843 g = running 0.029 0.767 0.538 0.632 h = walking ------------------------------------------------------- 0.035 0.790 0.773 0.773 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.033 0.646 0.398 0.493 a = climbing down 0.087 0.610 0.750 0.673 b = climbing up 0.000 0.975 0.767 0.858 c = jumping 0.011 0.897 0.637 0.745 d = lying 0.129 0.487 0.918 0.636 e = sitting 0.085 0.566 0.783 0.657 f = standing 0.009 0.912 0.372 0.529 g = running 0.071 0.575 0.698 0.631 h = walking ------------------------------------------------------- 0.055 0.696 0.630 0.621 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.178 0.301 0.671 0.416 a = climbing down 0.041 0.687 0.639 0.662 b = climbing up 0.001 0.935 0.521 0.669 c = jumping 0.019 0.863 0.760 0.808 d = lying 0.140 0.450 0.824 0.582 e = sitting 0.052 0.650 0.636 0.643 f = standing 0.015 0.915 0.565 0.698 g = running 0.037 0.105 0.027 0.042 h = walking ------------------------------------------------------- 0.059 0.611 0.575 0.565 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.013 0.842 0.540 0.658 a = climbing down 0.104 0.493 0.745 0.593 b = climbing up 0.002 0.911 0.988 0.948 c = jumping 0.095 0.590 0.783 0.673 d = lying 0.057 0.739 0.930 0.823 e = sitting 0.021 0.738 0.336 0.462 f = standing 0.005 0.973 0.931 0.951 g = running 0.054 0.637 0.554 0.592 h = walking ------------------------------------------------------- 0.048 0.723 0.698 0.688 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.118 0.431 0.654 0.520 a = climbing down 0.054 0.593 0.506 0.546 b = climbing up 0.000 0.981 0.892 0.935 c = jumping 0.028 0.790 0.630 0.701 d = lying 0.041 0.725 0.633 0.676 e = sitting 0.122 0.477 0.674 0.558 f = standing 0.004 0.977 0.844 0.906 g = running 0.037 0.696 0.541 0.609 h = walking ------------------------------------------------------- 0.054 0.688 0.650 0.660 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.097 0.385 0.618 0.475 a = climbing down 0.073 0.695 0.533 0.603 b = climbing up 0.004 0.783 0.792 0.787 c = jumping 0.062 0.326 0.200 0.248 d = lying 0.039 0.785 0.954 0.861 e = sitting 0.156 0.433 0.771 0.554 f = standing 0.013 0.767 0.289 0.420 g = running 0.037 0.753 0.735 0.744 h = walking ------------------------------------------------------- 0.067 0.615 0.586 0.572 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.021 0.748 0.506 0.604 a = climbing down 0.051 0.648 0.685 0.666 b = climbing up 0.001 0.948 0.921 0.934 c = jumping 0.051 0.749 0.933 0.831 d = lying 0.072 0.685 0.941 0.793 e = sitting 0.023 0.820 0.609 0.698 f = standing 0.005 0.967 0.716 0.823 g = running 0.055 0.713 0.845 0.774 h = walking ------------------------------------------------------- 0.038 0.777 0.759 0.754 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.111 0.415 0.681 0.515 a = climbing down 0.027 0.590 0.320 0.415 b = climbing up 0.002 0.902 0.826 0.862 c = jumping 0.013 0.858 0.449 0.589 d = lying 0.036 0.816 0.857 0.836 e = sitting 0.118 0.561 0.835 0.671 f = standing 0.017 0.910 0.961 0.935 g = running 0.049 0.650 0.506 0.569 h = walking ------------------------------------------------------- 0.050 0.709 0.677 0.670 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.834 0.517 0.638 a = climbing down 0.076 0.660 0.885 0.756 b = climbing up 0.000 0.986 0.803 0.885 c = jumping 0.025 0.607 0.220 0.322 d = lying 0.067 0.692 0.900 0.782 e = sitting 0.110 0.516 0.706 0.596 f = standing 0.006 0.924 0.460 0.614 g = running 0.122 0.526 0.762 0.623 h = walking ------------------------------------------------------- 0.060 0.679 0.642 0.622 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.016 0.832 0.628 0.716 a = climbing down 0.038 0.765 0.812 0.788 b = climbing up 0.001 0.965 0.912 0.938 c = jumping 0.035 0.806 0.836 0.821 d = lying 0.030 0.822 0.830 0.826 e = sitting 0.048 0.707 0.672 0.689 f = standing 0.007 0.958 0.988 0.973 g = running 0.051 0.736 0.818 0.775 h = walking ------------------------------------------------------- 0.032 0.806 0.805 0.804 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.045 0.611 0.643 0.626 a = climbing down 0.045 0.697 0.657 0.676 b = climbing up 0.000 0.989 0.938 0.963 c = jumping 0.023 0.874 0.906 0.890 d = lying 0.079 0.676 0.895 0.770 e = sitting 0.020 0.796 0.463 0.586 f = standing 0.022 0.882 0.990 0.933 g = running 0.042 0.744 0.704 0.723 h = walking ------------------------------------------------------- 0.039 0.766 0.762 0.754 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.044 0.290 0.259 0.274 a = climbing down 0.047 0.642 0.541 0.587 b = climbing up 0.004 0.838 0.947 0.889 c = jumping 0.021 0.881 0.854 0.867 d = lying 0.020 0.892 0.936 0.914 e = sitting 0.021 0.880 0.855 0.867 f = standing 0.096 0.648 0.983 0.781 g = running 0.002 0.985 0.675 0.801 h = walking ------------------------------------------------------- 0.034 0.793 0.778 0.775 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.710 0.417 0.525 a = climbing down 0.184 0.417 0.877 0.566 b = climbing up 0.000 0.992 0.805 0.889 c = jumping 0.010 0.936 0.827 0.878 d = lying 0.050 0.732 0.839 0.782 e = sitting 0.047 0.747 0.814 0.779 f = standing 0.005 0.970 0.874 0.920 g = running 0.051 0.214 0.078 0.115 h = walking ------------------------------------------------------- 0.050 0.685 0.682 0.662 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.234 0.303 0.788 0.438 a = climbing down 0.086 0.530 0.556 0.543 b = climbing up 0.004 0.697 0.550 0.615 c = jumping 0.051 0.612 0.490 0.544 d = lying 0.068 0.605 0.614 0.609 e = sitting 0.107 0.431 0.465 0.447 f = standing 0.002 0.905 0.129 0.225 g = running 0.105 0.015 0.010 0.012 h = walking ------------------------------------------------------- 0.088 0.492 0.430 0.407 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.043 0.622 0.528 0.571 a = climbing down 0.010 0.855 0.412 0.556 b = climbing up 0.006 0.742 0.865 0.799 c = jumping 0.098 0.578 0.767 0.659 d = lying 0.007 0.961 0.951 0.956 e = sitting 0.044 0.626 0.423 0.505 f = standing 0.221 0.436 0.992 0.606 g = running 0.038 0.135 0.034 0.055 h = walking ------------------------------------------------------- 0.067 0.597 0.599 0.563 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.102 0.342 0.432 0.381 a = climbing down 0.073 0.624 0.805 0.703 b = climbing up 0.001 0.967 0.956 0.961 c = jumping 0.101 0.488 0.592 0.535 d = lying 0.047 0.765 0.958 0.851 e = sitting 0.054 0.523 0.366 0.431 f = standing 0.020 0.896 0.828 0.860 g = running 0.048 0.454 0.224 0.300 h = walking ------------------------------------------------------- 0.060 0.607 0.613 0.598 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.154 0.345 0.543 0.422 a = climbing down 0.053 0.659 0.563 0.607 b = climbing up 0.001 0.959 0.947 0.953 c = jumping 0.047 0.701 0.724 0.712 d = lying 0.154 0.451 0.940 0.609 e = sitting 0.050 0.574 0.476 0.520 f = standing 0.003 0.975 0.401 0.568 g = running 0.049 0.457 0.297 0.360 h = walking ------------------------------------------------------- 0.065 0.633 0.555 0.554 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.260 0.252 0.768 0.380 a = climbing down 0.034 0.377 0.145 0.209 b = climbing up 0.001 0.745 0.248 0.373 c = jumping 0.034 0.616 0.344 0.441 d = lying 0.127 0.492 0.890 0.634 e = sitting 0.103 0.513 0.706 0.594 f = standing 0.030 0.838 0.527 0.647 g = running 0.016 0.051 0.005 0.009 h = walking ------------------------------------------------------- 0.073 0.494 0.469 0.435 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.600 0.553 0.576 a = climbing down 0.139 0.331 0.494 0.396 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.061 0.666 0.681 0.674 d = lying 0.059 0.735 0.932 0.822 e = sitting 0.042 0.690 0.506 0.584 f = standing 0.006 0.968 0.937 0.952 g = running 0.070 0.400 0.268 0.321 h = walking ------------------------------------------------------- 0.053 0.549 0.546 0.541 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.154 0.348 0.597 0.440 a = climbing down 0.091 0.462 0.502 0.481 b = climbing up 0.005 0.804 0.989 0.887 c = jumping 0.015 0.826 0.418 0.555 d = lying 0.036 0.768 0.705 0.735 e = sitting 0.128 0.513 0.820 0.631 f = standing 0.009 0.951 0.897 0.923 g = running 0.028 0.368 0.105 0.164 h = walking ------------------------------------------------------- 0.062 0.624 0.596 0.581 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.131 0.310 0.598 0.409 a = climbing down 0.109 0.594 0.513 0.551 b = climbing up 0.001 0.917 0.306 0.458 c = jumping 0.083 0.267 0.205 0.232 d = lying 0.121 0.454 0.657 0.537 e = sitting 0.137 0.286 0.356 0.317 f = standing 0.037 0.623 0.421 0.502 g = running 0.054 0.366 0.203 0.261 h = walking ------------------------------------------------------- 0.094 0.446 0.422 0.417 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.103 0.418 0.596 0.491 a = climbing down 0.082 0.437 0.464 0.450 b = climbing up 0.001 0.946 0.606 0.739 c = jumping 0.070 0.594 0.628 0.611 d = lying 0.123 0.547 0.894 0.679 e = sitting 0.078 0.318 0.216 0.257 f = standing 0.004 0.977 0.712 0.824 g = running 0.061 0.414 0.266 0.324 h = walking ------------------------------------------------------- 0.069 0.561 0.548 0.538 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.125 0.301 0.467 0.366 a = climbing down 0.019 0.697 0.369 0.483 b = climbing up 0.000 0.986 0.758 0.857 c = jumping 0.090 0.409 0.345 0.374 d = lying 0.064 0.725 0.906 0.805 e = sitting 0.103 0.400 0.381 0.390 f = standing 0.021 0.892 0.962 0.926 g = running 0.058 0.624 0.537 0.577 h = walking ------------------------------------------------------- 0.066 0.596 0.586 0.581 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.064 0.355 0.279 0.312 a = climbing down 0.078 0.628 0.793 0.701 b = climbing up 0.006 0.739 0.773 0.756 c = jumping 0.057 0.619 0.524 0.567 d = lying 0.053 0.732 0.876 0.798 e = sitting 0.083 0.486 0.475 0.481 f = standing 0.008 0.944 0.791 0.861 g = running 0.071 0.615 0.643 0.629 h = walking ------------------------------------------------------- 0.058 0.635 0.638 0.632 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.055 0.183 0.095 0.126 a = climbing down 0.215 0.383 0.885 0.535 b = climbing up 0.000 1.000 0.629 0.772 c = jumping 0.027 0.849 0.901 0.875 d = lying 0.058 0.669 0.695 0.682 e = sitting 0.061 0.622 0.578 0.599 f = standing 0.014 0.921 0.993 0.956 g = running 0.007 0.771 0.128 0.219 h = walking ------------------------------------------------------- 0.059 0.655 0.622 0.588 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.092 0.362 0.473 0.410 a = climbing down 0.115 0.551 0.887 0.680 b = climbing up 0.054 0.191 0.558 0.285 c = jumping 0.029 0.830 0.801 0.815 d = lying 0.121 0.568 0.867 0.687 e = sitting 0.039 0.516 0.240 0.328 f = standing 0.015 0.869 0.600 0.710 g = running 0.022 0.509 0.130 0.207 h = walking ------------------------------------------------------- 0.060 0.602 0.574 0.547 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.225 0.182 0.722 0.291 a = climbing down 0.005 0.883 0.220 0.352 b = climbing up 0.001 0.919 0.600 0.726 c = jumping 0.006 0.961 0.742 0.837 d = lying 0.165 0.513 0.954 0.667 e = sitting 0.009 0.850 0.288 0.430 f = standing 0.045 0.796 0.976 0.877 g = running 0.054 0.103 0.031 0.048 h = walking ------------------------------------------------------- 0.059 0.647 0.549 0.522 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.195 0.078 0.127 0.097 a = climbing down 0.213 0.350 0.764 0.480 b = climbing up 0.012 0.099 0.065 0.079 c = jumping 0.074 0.627 0.707 0.664 d = lying 0.020 0.554 0.147 0.233 e = sitting 0.157 0.406 0.630 0.493 f = standing 0.001 0.890 0.050 0.094 g = running 0.078 0.133 0.068 0.090 h = walking ------------------------------------------------------- 0.098 0.442 0.351 0.306 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.029 0.770 0.738 0.753 a = climbing down 0.050 0.685 0.630 0.657 b = climbing up 0.000 1.000 0.844 0.915 c = jumping 0.018 0.396 0.072 0.122 d = lying 0.097 0.524 0.625 0.570 e = sitting 0.198 0.274 0.427 0.334 f = standing 0.006 0.964 0.919 0.941 g = running 0.064 0.687 0.830 0.752 h = walking ------------------------------------------------------- 0.067 0.613 0.605 0.589 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.093 0.548 0.837 0.662 a = climbing down 0.073 0.490 0.512 0.501 b = climbing up 0.053 0.280 0.959 0.433 c = jumping 0.004 0.979 0.993 0.986 d = lying 0.024 0.842 0.743 0.789 e = sitting 0.042 0.775 0.842 0.807 f = standing 0.001 0.991 0.627 0.768 g = running 0.037 0.632 0.365 0.463 h = walking ------------------------------------------------------- 0.037 0.754 0.710 0.713 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.794 0.858 0.825 a = climbing down 0.047 0.688 0.686 0.687 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.036 0.815 0.977 0.889 d = lying 0.036 0.750 0.670 0.708 e = sitting 0.060 0.664 0.725 0.693 f = standing 0.003 0.980 0.795 0.878 g = running 0.044 0.748 0.737 0.742 h = walking ------------------------------------------------------- 0.035 0.788 0.781 0.781 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.078 0.503 0.526 0.514 a = climbing down 0.152 0.465 0.724 0.567 b = climbing up 0.000 0.979 0.953 0.966 c = jumping 0.016 0.888 0.861 0.874 d = lying 0.134 0.419 0.725 0.531 e = sitting 0.076 0.531 0.609 0.567 f = standing 0.005 0.954 0.363 0.526 g = running 0.036 0.439 0.205 0.280 h = walking ------------------------------------------------------- 0.066 0.633 0.569 0.559 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.698 0.694 0.696 a = climbing down 0.071 0.624 0.845 0.718 b = climbing up 0.000 1.000 0.769 0.870 c = jumping 0.060 0.649 0.719 0.682 d = lying 0.121 0.459 0.739 0.566 e = sitting 0.095 0.374 0.372 0.373 f = standing 0.007 0.958 0.529 0.681 g = running 0.032 0.760 0.624 0.686 h = walking ------------------------------------------------------- 0.054 0.683 0.633 0.636 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.692 0.615 0.651 a = climbing down 0.078 0.550 0.706 0.618 b = climbing up 0.013 0.598 0.963 0.738 c = jumping 0.018 0.904 0.959 0.931 d = lying 0.069 0.677 0.836 0.748 e = sitting 0.034 0.747 0.562 0.641 f = standing 0.001 0.991 0.856 0.919 g = running 0.044 0.704 0.616 0.657 h = walking ------------------------------------------------------- 0.038 0.759 0.745 0.745 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.028 0.688 0.440 0.537 a = climbing down 0.035 0.505 0.227 0.313 b = climbing up 0.084 0.185 0.960 0.311 c = jumping 0.009 0.949 0.946 0.947 d = lying 0.059 0.577 0.473 0.520 e = sitting 0.082 0.567 0.650 0.606 f = standing 0.014 0.841 0.394 0.537 g = running 0.182 0.401 0.781 0.530 h = walking ------------------------------------------------------- 0.058 0.643 0.566 0.567 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.645 0.593 0.618 a = climbing down 0.057 0.736 0.508 0.601 b = climbing up 0.001 0.965 0.767 0.854 c = jumping 0.053 0.556 0.449 0.497 d = lying 0.057 0.612 0.600 0.606 e = sitting 0.182 0.336 0.600 0.431 f = standing 0.005 0.966 0.946 0.956 g = running 0.043 0.744 0.802 0.772 h = walking ------------------------------------------------------- 0.061 0.670 0.632 0.639 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.951 0.417 0.580 a = climbing down 0.092 0.545 0.803 0.649 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.007 0.961 0.978 0.969 d = lying 0.123 0.487 0.703 0.575 e = sitting 0.073 0.491 0.416 0.450 f = standing 0.004 0.978 0.729 0.836 g = running 0.061 0.642 0.680 0.660 h = walking ------------------------------------------------------- 0.050 0.734 0.688 0.690 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.021 0.801 0.721 0.759 a = climbing down 0.068 0.593 0.821 0.689 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.009 0.937 0.767 0.844 d = lying 0.089 0.533 0.548 0.540 e = sitting 0.091 0.573 0.681 0.622 f = standing 0.014 0.927 0.972 0.949 g = running 0.013 0.896 0.633 0.742 h = walking ------------------------------------------------------- 0.043 0.760 0.737 0.741 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.020 0.777 0.547 0.642 a = climbing down 0.096 0.510 0.598 0.550 b = climbing up 0.002 0.879 0.612 0.722 c = jumping 0.002 0.988 0.945 0.966 d = lying 0.097 0.551 0.719 0.624 e = sitting 0.055 0.568 0.438 0.494 f = standing 0.013 0.921 0.889 0.905 g = running 0.081 0.588 0.648 0.617 h = walking ------------------------------------------------------- 0.052 0.702 0.687 0.688 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.049 0.636 0.668 0.652 a = climbing down 0.060 0.615 0.635 0.625 b = climbing up 0.003 0.821 0.715 0.764 c = jumping 0.001 0.993 0.979 0.986 d = lying 0.118 0.528 0.780 0.630 e = sitting 0.041 0.582 0.334 0.425 f = standing 0.008 0.951 0.973 0.962 g = running 0.041 0.738 0.664 0.699 h = walking ------------------------------------------------------- 0.044 0.727 0.722 0.716 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.762 0.388 0.515 a = climbing down 0.215 0.396 0.887 0.547 b = climbing up 0.001 0.965 0.990 0.977 c = jumping 0.000 0.997 0.939 0.967 d = lying 0.133 0.508 0.749 0.606 e = sitting 0.033 0.463 0.165 0.244 f = standing 0.009 0.947 0.990 0.968 g = running 0.028 0.531 0.181 0.270 h = walking ------------------------------------------------------- 0.062 0.659 0.629 0.598 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.046 0.421 0.477 0.447 a = climbing down 0.055 0.660 0.688 0.674 b = climbing up 0.010 0.635 0.810 0.712 c = jumping 0.003 0.953 0.328 0.488 d = lying 0.080 0.566 0.581 0.574 e = sitting 0.192 0.352 0.572 0.436 f = standing 0.053 0.757 0.917 0.829 g = running 0.005 0.964 0.665 0.787 h = walking ------------------------------------------------------- 0.062 0.692 0.618 0.621 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.684 0.484 0.567 a = climbing down 0.062 0.580 0.569 0.575 b = climbing up 0.000 0.992 0.801 0.887 c = jumping 0.004 0.969 0.812 0.884 d = lying 0.097 0.547 0.711 0.618 e = sitting 0.073 0.535 0.494 0.514 f = standing 0.019 0.894 0.915 0.904 g = running 0.066 0.686 0.818 0.746 h = walking ------------------------------------------------------- 0.049 0.710 0.699 0.699 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.060 0.570 0.611 0.590 a = climbing down 0.102 0.608 0.910 0.729 b = climbing up 0.002 0.909 0.987 0.946 c = jumping 0.025 0.846 0.826 0.836 d = lying 0.023 0.688 0.297 0.415 e = sitting 0.132 0.502 0.762 0.605 f = standing 0.015 0.871 0.619 0.724 g = running 0.027 0.793 0.609 0.689 h = walking ------------------------------------------------------- 0.054 0.702 0.670 0.661 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.129 0.483 0.894 0.627 a = climbing down 0.014 0.852 0.603 0.706 b = climbing up 0.060 0.259 1.000 0.411 c = jumping 0.004 0.974 0.911 0.942 d = lying 0.069 0.707 0.960 0.814 e = sitting 0.015 0.879 0.613 0.722 f = standing 0.003 0.967 0.596 0.738 g = running 0.027 0.722 0.398 0.513 h = walking ------------------------------------------------------- 0.036 0.795 0.715 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.859 0.890 0.874 a = climbing down 0.031 0.771 0.686 0.726 b = climbing up 0.001 0.972 0.972 0.972 c = jumping 0.033 0.792 0.776 0.784 d = lying 0.044 0.763 0.872 0.814 e = sitting 0.040 0.756 0.758 0.757 f = standing 0.016 0.908 0.795 0.847 g = running 0.047 0.758 0.829 0.792 h = walking ------------------------------------------------------- 0.032 0.806 0.803 0.802 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.088 0.431 0.444 0.437 a = climbing down 0.126 0.556 0.868 0.678 b = climbing up 0.003 0.817 0.912 0.862 c = jumping 0.072 0.609 0.740 0.668 d = lying 0.112 0.467 0.732 0.570 e = sitting 0.070 0.474 0.446 0.459 f = standing 0.022 0.811 0.365 0.503 g = running 0.027 0.566 0.251 0.347 h = walking ------------------------------------------------------- 0.070 0.583 0.550 0.532 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.062 0.534 0.620 0.574 a = climbing down 0.055 0.659 0.760 0.706 b = climbing up 0.000 1.000 0.822 0.903 c = jumping 0.015 0.885 0.749 0.811 d = lying 0.135 0.472 0.875 0.613 e = sitting 0.044 0.730 0.774 0.752 f = standing 0.011 0.936 0.546 0.690 g = running 0.026 0.803 0.638 0.711 h = walking ------------------------------------------------------- 0.044 0.752 0.695 0.702 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.707 0.664 0.685 a = climbing down 0.112 0.370 0.489 0.421 b = climbing up 0.022 0.480 1.000 0.649 c = jumping 0.048 0.772 0.926 0.842 d = lying 0.051 0.603 0.447 0.514 e = sitting 0.090 0.538 0.580 0.558 f = standing 0.006 0.962 0.797 0.871 g = running 0.058 0.575 0.456 0.509 h = walking ------------------------------------------------------- 0.055 0.651 0.634 0.635 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.044 0.652 0.597 0.623 a = climbing down 0.060 0.664 0.761 0.709 b = climbing up 0.001 0.924 0.893 0.908 c = jumping 0.016 0.887 0.752 0.814 d = lying 0.047 0.744 0.808 0.774 e = sitting 0.057 0.678 0.732 0.704 f = standing 0.010 0.944 0.909 0.926 g = running 0.042 0.721 0.696 0.708 h = walking ------------------------------------------------------- 0.038 0.766 0.760 0.761 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.069 0.425 0.521 0.468 a = climbing down 0.060 0.729 0.515 0.604 b = climbing up 0.000 0.994 0.908 0.949 c = jumping 0.057 0.571 0.511 0.539 d = lying 0.109 0.504 0.731 0.597 e = sitting 0.113 0.397 0.483 0.436 f = standing 0.012 0.865 0.550 0.672 g = running 0.059 0.675 0.789 0.728 h = walking ------------------------------------------------------- 0.067 0.622 0.587 0.591 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.878 0.694 0.776 a = climbing down 0.040 0.721 0.760 0.740 b = climbing up 0.000 0.988 0.934 0.960 c = jumping 0.010 0.938 0.975 0.956 d = lying 0.105 0.528 0.706 0.604 e = sitting 0.056 0.666 0.665 0.666 f = standing 0.002 0.989 0.710 0.827 g = running 0.038 0.786 0.875 0.828 h = walking ------------------------------------------------------- 0.036 0.797 0.772 0.777 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.154 0.374 0.797 0.509 a = climbing down 0.020 0.660 0.312 0.423 b = climbing up 0.005 0.796 0.817 0.806 c = jumping 0.036 0.818 0.896 0.855 d = lying 0.051 0.654 0.519 0.579 e = sitting 0.078 0.632 0.748 0.685 f = standing 0.023 0.880 0.931 0.905 g = running 0.039 0.531 0.251 0.341 h = walking ------------------------------------------------------- 0.053 0.666 0.647 0.632 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.790 0.523 0.629 a = climbing down 0.079 0.652 0.896 0.755 b = climbing up 0.000 0.985 0.754 0.854 c = jumping 0.007 0.957 0.865 0.908 d = lying 0.045 0.738 0.769 0.753 e = sitting 0.046 0.738 0.784 0.760 f = standing 0.011 0.937 0.968 0.952 g = running 0.028 0.824 0.738 0.779 h = walking ------------------------------------------------------- 0.033 0.810 0.799 0.797 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.956 0.716 0.819 a = climbing down 0.031 0.805 0.849 0.826 b = climbing up 0.000 0.994 0.921 0.956 c = jumping 0.022 0.886 0.984 0.932 d = lying 0.047 0.751 0.837 0.791 e = sitting 0.025 0.815 0.644 0.720 f = standing 0.009 0.947 0.995 0.970 g = running 0.037 0.808 0.882 0.843 h = walking ------------------------------------------------------- 0.025 0.853 0.849 0.847 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.004 0.941 0.510 0.662 a = climbing down 0.075 0.650 0.882 0.749 b = climbing up 0.002 0.925 0.959 0.942 c = jumping 0.006 0.963 0.840 0.897 d = lying 0.129 0.548 0.848 0.666 e = sitting 0.027 0.669 0.317 0.431 f = standing 0.022 0.880 0.978 0.927 g = running 0.033 0.800 0.754 0.776 h = walking ------------------------------------------------------- 0.044 0.773 0.746 0.736 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.098 0.320 0.660 0.431 a = climbing down 0.016 0.788 0.392 0.524 b = climbing up 0.000 1.000 0.335 0.502 c = jumping 0.002 0.986 0.941 0.963 d = lying 0.121 0.581 0.927 0.714 e = sitting 0.013 0.846 0.394 0.538 f = standing 0.055 0.760 0.981 0.857 g = running 0.015 0.903 0.724 0.804 h = walking ------------------------------------------------------- 0.040 0.785 0.719 0.713 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.006 0.928 0.557 0.696 a = climbing down 0.064 0.649 0.789 0.712 b = climbing up 0.091 0.173 0.970 0.294 c = jumping 0.032 0.832 0.895 0.862 d = lying 0.051 0.652 0.587 0.618 e = sitting 0.070 0.632 0.713 0.670 f = standing 0.004 0.933 0.299 0.453 g = running 0.054 0.721 0.801 0.759 h = walking ------------------------------------------------------- 0.042 0.751 0.669 0.673 Weighted Avg. Run: 2 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.084 0.511 0.679 0.583 a = climbing down 0.093 0.541 0.637 0.585 b = climbing up 0.000 0.900 0.120 0.212 c = jumping 0.027 0.808 0.682 0.740 d = lying 0.091 0.518 0.577 0.546 e = sitting 0.095 0.430 0.410 0.420 f = standing 0.032 0.780 0.694 0.735 g = running 0.040 0.719 0.613 0.662 h = walking ------------------------------------------------------- 0.065 0.621 0.601 0.602 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.011 0.913 0.820 0.864 a = climbing down 0.176 0.408 0.879 0.557 b = climbing up 0.020 0.509 0.982 0.671 c = jumping 0.068 0.693 0.886 0.778 d = lying 0.017 0.879 0.737 0.802 e = sitting 0.052 0.646 0.548 0.593 f = standing 0.011 0.933 0.862 0.896 g = running 0.015 0.294 0.035 0.063 h = walking ------------------------------------------------------- 0.047 0.678 0.678 0.647 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.892 0.812 0.850 a = climbing down 0.060 0.638 0.706 0.670 b = climbing up 0.007 0.760 1.000 0.864 c = jumping 0.027 0.845 0.899 0.871 d = lying 0.051 0.713 0.787 0.748 e = sitting 0.046 0.707 0.682 0.694 f = standing 0.012 0.932 0.779 0.849 g = running 0.044 0.750 0.743 0.747 h = walking ------------------------------------------------------- 0.035 0.784 0.777 0.778 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.765 0.729 0.747 a = climbing down 0.118 0.592 0.931 0.724 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.032 0.807 0.876 0.840 d = lying 0.181 0.341 0.698 0.458 e = sitting 0.063 0.435 0.339 0.381 f = standing 0.003 0.969 0.387 0.554 g = running 0.013 0.787 0.349 0.483 h = walking ------------------------------------------------------- 0.058 0.700 0.615 0.608 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.090 0.541 0.932 0.684 a = climbing down 0.010 0.886 0.546 0.675 b = climbing up 0.000 0.982 0.988 0.985 c = jumping 0.049 0.722 0.822 0.769 d = lying 0.121 0.482 0.811 0.605 e = sitting 0.068 0.532 0.505 0.518 f = standing 0.007 0.959 0.541 0.692 g = running 0.050 0.643 0.541 0.588 h = walking ------------------------------------------------------- 0.049 0.717 0.655 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.647 0.775 0.705 a = climbing down 0.041 0.655 0.584 0.617 b = climbing up 0.022 0.447 0.914 0.600 c = jumping 0.033 0.807 0.795 0.801 d = lying 0.055 0.700 0.736 0.717 e = sitting 0.070 0.585 0.548 0.566 f = standing 0.014 0.903 0.721 0.802 g = running 0.051 0.710 0.736 0.723 h = walking ------------------------------------------------------- 0.045 0.715 0.704 0.705 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.083 0.550 0.733 0.628 a = climbing down 0.124 0.445 0.643 0.526 b = climbing up 0.003 0.769 0.460 0.576 c = jumping 0.083 0.592 0.726 0.652 d = lying 0.076 0.499 0.449 0.473 e = sitting 0.083 0.350 0.271 0.305 f = standing 0.049 0.776 0.890 0.829 g = running 0.031 0.186 0.045 0.073 h = walking ------------------------------------------------------- 0.074 0.498 0.541 0.506 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.281 0.247 0.938 0.391 a = climbing down 0.012 0.846 0.217 0.345 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.097 0.422 0.482 0.450 d = lying 0.096 0.516 0.670 0.583 e = sitting 0.110 0.379 0.435 0.405 f = standing 0.022 0.846 0.827 0.836 g = running 0.005 0.083 0.003 0.006 h = walking ------------------------------------------------------- 0.078 0.417 0.447 0.377 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.865 0.509 0.641 a = climbing down 0.050 0.660 0.708 0.683 b = climbing up 0.001 0.967 0.962 0.964 c = jumping 0.017 0.890 0.862 0.876 d = lying 0.144 0.503 0.877 0.639 e = sitting 0.044 0.568 0.341 0.426 f = standing 0.004 0.976 0.735 0.839 g = running 0.056 0.729 0.931 0.818 h = walking ------------------------------------------------------- 0.045 0.753 0.720 0.715 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.005 0.923 0.510 0.657 a = climbing down 0.064 0.597 0.790 0.680 b = climbing up 0.000 1.000 0.838 0.912 c = jumping 0.035 0.815 0.850 0.832 d = lying 0.073 0.542 0.460 0.497 e = sitting 0.099 0.485 0.520 0.502 f = standing 0.041 0.812 0.980 0.888 g = running 0.024 0.854 0.796 0.824 h = walking ------------------------------------------------------- 0.049 0.719 0.708 0.703 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.041 0.623 0.541 0.579 a = climbing down 0.061 0.572 0.491 0.528 b = climbing up 0.000 1.000 0.612 0.760 c = jumping 0.036 0.710 0.507 0.591 d = lying 0.082 0.454 0.412 0.432 e = sitting 0.145 0.374 0.522 0.436 f = standing 0.015 0.911 0.964 0.937 g = running 0.073 0.668 0.819 0.736 h = walking ------------------------------------------------------- 0.064 0.624 0.611 0.610 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.015 0.824 0.541 0.653 a = climbing down 0.207 0.394 0.894 0.547 b = climbing up 0.000 1.000 0.813 0.897 c = jumping 0.015 0.889 0.685 0.773 d = lying 0.136 0.495 0.785 0.607 e = sitting 0.063 0.403 0.248 0.307 f = standing 0.024 0.874 0.994 0.930 g = running 0.007 0.531 0.042 0.078 h = walking ------------------------------------------------------- 0.064 0.635 0.598 0.559 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.741 0.382 0.504 a = climbing down 0.201 0.407 0.869 0.555 b = climbing up 0.032 0.415 0.990 0.585 c = jumping 0.011 0.928 0.799 0.859 d = lying 0.099 0.532 0.615 0.571 e = sitting 0.071 0.396 0.269 0.321 f = standing 0.082 0.607 0.773 0.680 g = running 0.011 0.424 0.046 0.083 h = walking ------------------------------------------------------- 0.070 0.566 0.548 0.510 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.062 0.313 0.406 0.353 a = climbing down 0.192 0.228 0.366 0.281 b = climbing up 0.005 0.817 0.925 0.868 c = jumping 0.021 0.895 0.954 0.924 d = lying 0.060 0.598 0.494 0.541 e = sitting 0.090 0.562 0.632 0.595 f = standing 0.054 0.760 0.956 0.847 g = running 0.018 0.183 0.020 0.036 h = walking ------------------------------------------------------- 0.067 0.532 0.566 0.533 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.728 0.770 0.749 a = climbing down 0.111 0.518 0.795 0.627 b = climbing up 0.000 1.000 0.799 0.888 c = jumping 0.062 0.707 0.861 0.777 d = lying 0.068 0.586 0.585 0.586 e = sitting 0.076 0.492 0.435 0.462 f = standing 0.006 0.964 0.890 0.925 g = running 0.010 0.882 0.433 0.580 h = walking ------------------------------------------------------- 0.051 0.707 0.680 0.677 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.840 0.556 0.669 a = climbing down 0.105 0.443 0.577 0.501 b = climbing up 0.000 0.973 0.732 0.835 c = jumping 0.051 0.055 0.017 0.026 d = lying 0.078 0.537 0.524 0.530 e = sitting 0.205 0.274 0.431 0.335 f = standing 0.009 0.947 0.996 0.971 g = running 0.078 0.595 0.658 0.625 h = walking ------------------------------------------------------- 0.078 0.525 0.536 0.521 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.077 0.650 0.829 0.729 a = climbing down 0.051 0.000 0.000 0.000 b = climbing up 0.000 0.994 0.994 0.994 c = jumping 0.061 0.765 0.877 0.818 d = lying 0.057 0.751 0.770 0.761 e = sitting 0.052 0.693 0.515 0.591 f = standing 0.003 0.972 1.000 0.986 g = running 0.011 0.909 0.511 0.655 h = walking ------------------------------------------------------- 0.039 0.717 0.687 0.692 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.018 0.850 0.819 0.834 a = climbing down 0.103 0.532 0.777 0.632 b = climbing up 0.000 0.994 0.957 0.975 c = jumping 0.100 0.577 0.835 0.682 d = lying 0.060 0.599 0.557 0.578 e = sitting 0.061 0.460 0.321 0.378 f = standing 0.001 0.992 0.794 0.882 g = running 0.038 0.728 0.572 0.641 h = walking ------------------------------------------------------- 0.052 0.689 0.671 0.669 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.152 0.301 0.436 0.356 a = climbing down 0.157 0.310 0.387 0.345 b = climbing up 0.005 0.763 0.986 0.861 c = jumping 0.036 0.550 0.293 0.382 d = lying 0.196 0.356 0.811 0.495 e = sitting 0.063 0.463 0.380 0.418 f = standing 0.004 0.951 0.337 0.498 g = running 0.041 0.582 0.410 0.481 h = walking ------------------------------------------------------- 0.086 0.536 0.432 0.433 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.027 0.732 0.643 0.685 a = climbing down 0.131 0.382 0.582 0.461 b = climbing up 0.002 0.896 0.964 0.929 c = jumping 0.091 0.508 0.610 0.554 d = lying 0.125 0.473 0.805 0.596 e = sitting 0.067 0.384 0.272 0.319 f = standing 0.004 0.978 0.537 0.693 g = running 0.064 0.535 0.444 0.485 h = walking ------------------------------------------------------- 0.065 0.612 0.555 0.558 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.106 0.464 0.717 0.563 a = climbing down 0.087 0.349 0.345 0.347 b = climbing up 0.001 0.923 0.815 0.866 c = jumping 0.038 0.521 0.232 0.321 d = lying 0.099 0.582 0.808 0.676 e = sitting 0.118 0.464 0.566 0.510 f = standing 0.005 0.973 0.928 0.950 g = running 0.070 0.311 0.186 0.232 h = walking ------------------------------------------------------- 0.072 0.541 0.547 0.527 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.040 0.375 0.175 0.239 a = climbing down 0.223 0.346 0.761 0.475 b = climbing up 0.007 0.750 0.994 0.855 c = jumping 0.027 0.774 0.563 0.652 d = lying 0.093 0.418 0.394 0.406 e = sitting 0.117 0.439 0.551 0.489 f = standing 0.001 0.992 0.862 0.922 g = running 0.062 0.158 0.075 0.102 h = walking ------------------------------------------------------- 0.077 0.521 0.507 0.493 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.059 0.582 0.831 0.684 a = climbing down 0.053 0.703 0.405 0.514 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.084 0.407 0.390 0.398 d = lying 0.072 0.556 0.596 0.575 e = sitting 0.164 0.281 0.418 0.336 f = standing 0.022 0.863 0.973 0.915 g = running 0.053 0.648 0.632 0.640 h = walking ------------------------------------------------------- 0.063 0.505 0.531 0.508 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.012 0.830 0.467 0.598 a = climbing down 0.093 0.465 0.590 0.520 b = climbing up 0.000 0.989 0.984 0.986 c = jumping 0.035 0.799 0.861 0.829 d = lying 0.088 0.520 0.573 0.546 e = sitting 0.077 0.606 0.706 0.652 f = standing 0.004 0.977 0.712 0.824 g = running 0.066 0.632 0.705 0.667 h = walking ------------------------------------------------------- 0.051 0.708 0.675 0.680 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.021 0.784 0.673 0.724 a = climbing down 0.066 0.511 0.564 0.536 b = climbing up 0.000 0.986 0.745 0.848 c = jumping 0.156 0.319 0.407 0.358 d = lying 0.106 0.377 0.343 0.359 e = sitting 0.043 0.706 0.573 0.632 f = standing 0.011 0.943 0.965 0.954 g = running 0.049 0.733 0.764 0.749 h = walking ------------------------------------------------------- 0.065 0.629 0.614 0.618 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.022 0.735 0.478 0.580 a = climbing down 0.117 0.469 0.626 0.536 b = climbing up 0.000 0.981 0.876 0.926 c = jumping 0.033 0.644 0.347 0.451 d = lying 0.109 0.515 0.702 0.594 e = sitting 0.130 0.315 0.361 0.336 f = standing 0.009 0.949 0.977 0.963 g = running 0.072 0.553 0.501 0.525 h = walking ------------------------------------------------------- 0.070 0.600 0.577 0.575 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.050 0.624 0.650 0.637 a = climbing down 0.101 0.453 0.556 0.499 b = climbing up 0.002 0.918 0.857 0.886 c = jumping 0.032 0.555 0.229 0.325 d = lying 0.219 0.375 0.781 0.507 e = sitting 0.019 0.784 0.409 0.537 f = standing 0.005 0.969 0.994 0.981 g = running 0.041 0.691 0.524 0.596 h = walking ------------------------------------------------------- 0.065 0.646 0.595 0.589 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.051 0.552 0.574 0.563 a = climbing down 0.188 0.351 0.640 0.454 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.017 0.890 0.776 0.829 d = lying 0.103 0.536 0.653 0.589 e = sitting 0.042 0.495 0.240 0.323 f = standing 0.008 0.956 0.994 0.975 g = running 0.044 0.573 0.338 0.425 h = walking ------------------------------------------------------- 0.063 0.633 0.609 0.603 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.192 0.880 0.315 a = climbing down 0.016 0.703 0.247 0.365 b = climbing up 0.057 0.283 1.000 0.441 c = jumping 0.030 0.825 0.767 0.795 d = lying 0.071 0.656 0.754 0.702 e = sitting 0.067 0.590 0.534 0.561 f = standing 0.001 0.989 0.623 0.764 g = running 0.019 0.217 0.027 0.048 h = walking ------------------------------------------------------- 0.050 0.618 0.528 0.520 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.038 0.674 0.606 0.638 a = climbing down 0.136 0.331 0.448 0.380 b = climbing up 0.043 0.315 0.994 0.479 c = jumping 0.126 0.331 0.357 0.344 d = lying 0.063 0.661 0.743 0.700 e = sitting 0.127 0.153 0.136 0.144 f = standing 0.002 0.984 0.611 0.754 g = running 0.062 0.546 0.426 0.478 h = walking ------------------------------------------------------- 0.078 0.522 0.481 0.489 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.135 0.369 0.611 0.460 a = climbing down 0.087 0.559 0.630 0.593 b = climbing up 0.058 0.190 0.762 0.305 c = jumping 0.039 0.807 0.977 0.884 d = lying 0.148 0.431 0.659 0.521 e = sitting 0.035 0.339 0.102 0.156 f = standing 0.014 0.617 0.142 0.231 g = running 0.062 0.481 0.337 0.396 h = walking ------------------------------------------------------- 0.072 0.511 0.495 0.460 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.262 0.294 0.813 0.432 a = climbing down 0.033 0.506 0.247 0.332 b = climbing up 0.068 0.238 1.000 0.384 c = jumping 0.036 0.659 0.389 0.489 d = lying 0.068 0.694 0.895 0.782 e = sitting 0.075 0.617 0.696 0.654 f = standing 0.002 0.977 0.471 0.636 g = running 0.010 0.130 0.008 0.016 h = walking ------------------------------------------------------- 0.065 0.556 0.511 0.481 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.164 0.389 0.848 0.533 a = climbing down 0.115 0.262 0.271 0.266 b = climbing up 0.010 0.618 0.747 0.677 c = jumping 0.025 0.860 0.949 0.902 d = lying 0.077 0.521 0.521 0.521 e = sitting 0.030 0.769 0.621 0.687 f = standing 0.040 0.637 0.346 0.448 g = running 0.026 0.787 0.536 0.638 h = walking ------------------------------------------------------- 0.062 0.617 0.575 0.574 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.049 0.502 0.332 0.400 a = climbing down 0.143 0.526 0.872 0.657 b = climbing up 0.003 0.829 0.840 0.834 c = jumping 0.027 0.816 0.777 0.796 d = lying 0.218 0.298 0.693 0.417 e = sitting 0.064 0.350 0.243 0.287 f = standing 0.003 0.968 0.384 0.550 g = running 0.038 0.557 0.350 0.430 h = walking ------------------------------------------------------- 0.071 0.612 0.526 0.521 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.140 0.327 0.599 0.423 a = climbing down 0.079 0.545 0.668 0.600 b = climbing up 0.003 0.000 0.000 0.000 c = jumping 0.048 0.700 0.717 0.708 d = lying 0.190 0.375 0.820 0.514 e = sitting 0.063 0.155 0.075 0.101 f = standing 0.032 0.829 0.531 0.647 g = running 0.029 0.442 0.140 0.213 h = walking ------------------------------------------------------- 0.073 0.422 0.444 0.401 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.050 0.627 0.659 0.642 a = climbing down 0.075 0.570 0.729 0.640 b = climbing up 0.005 0.809 0.994 0.892 c = jumping 0.020 0.877 0.814 0.844 d = lying 0.092 0.583 0.748 0.656 e = sitting 0.062 0.588 0.493 0.536 f = standing 0.002 0.991 0.909 0.948 g = running 0.027 0.792 0.591 0.677 h = walking ------------------------------------------------------- 0.045 0.728 0.713 0.715 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.142 0.262 0.365 0.305 a = climbing down 0.057 0.650 0.679 0.664 b = climbing up 0.001 0.966 0.797 0.873 c = jumping 0.023 0.836 0.699 0.761 d = lying 0.115 0.475 0.614 0.536 e = sitting 0.093 0.411 0.394 0.403 f = standing 0.005 0.971 0.874 0.920 g = running 0.084 0.168 0.109 0.132 h = walking ------------------------------------------------------- 0.070 0.564 0.551 0.553 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.050 0.334 0.256 0.290 a = climbing down 0.104 0.607 0.517 0.559 b = climbing up 0.000 0.993 0.789 0.879 c = jumping 0.046 0.710 0.766 0.737 d = lying 0.060 0.395 0.259 0.313 e = sitting 0.201 0.290 0.531 0.375 f = standing 0.013 0.834 0.441 0.577 g = running 0.096 0.530 0.700 0.603 h = walking ------------------------------------------------------- 0.084 0.551 0.514 0.515 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.003 0.911 0.278 0.425 a = climbing down 0.093 0.502 0.687 0.580 b = climbing up 0.017 0.527 0.893 0.662 c = jumping 0.012 0.928 0.974 0.951 d = lying 0.074 0.435 0.340 0.382 e = sitting 0.124 0.495 0.722 0.588 f = standing 0.010 0.939 0.649 0.768 g = running 0.073 0.636 0.786 0.703 h = walking ------------------------------------------------------- 0.054 0.695 0.648 0.641 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.057 0.590 0.706 0.643 a = climbing down 0.099 0.494 0.793 0.609 b = climbing up 0.011 0.673 0.983 0.799 c = jumping 0.035 0.596 0.286 0.387 d = lying 0.110 0.250 0.196 0.220 e = sitting 0.213 0.336 0.596 0.430 f = standing 0.018 0.899 0.893 0.896 g = running 0.007 0.883 0.294 0.441 h = walking ------------------------------------------------------- 0.076 0.582 0.527 0.513 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.009 0.860 0.416 0.561 a = climbing down 0.039 0.477 0.213 0.295 b = climbing up 0.000 1.000 0.733 0.846 c = jumping 0.005 0.928 0.364 0.523 d = lying 0.083 0.445 0.401 0.422 e = sitting 0.188 0.353 0.620 0.450 f = standing 0.006 0.962 0.977 0.969 g = running 0.179 0.472 0.899 0.619 h = walking ------------------------------------------------------- 0.074 0.643 0.565 0.554 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.576 0.221 0.319 a = climbing down 0.049 0.629 0.551 0.587 b = climbing up 0.007 0.735 0.912 0.814 c = jumping 0.009 0.946 0.954 0.950 d = lying 0.091 0.470 0.478 0.474 e = sitting 0.082 0.482 0.441 0.461 f = standing 0.038 0.809 0.946 0.872 g = running 0.116 0.541 0.778 0.638 h = walking ------------------------------------------------------- 0.058 0.640 0.645 0.629 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.027 0.679 0.510 0.583 a = climbing down 0.092 0.383 0.358 0.370 b = climbing up 0.034 0.369 0.889 0.522 c = jumping 0.004 0.975 0.859 0.913 d = lying 0.089 0.424 0.356 0.387 e = sitting 0.094 0.378 0.330 0.353 f = standing 0.035 0.781 0.755 0.768 g = running 0.123 0.517 0.753 0.613 h = walking ------------------------------------------------------- 0.068 0.581 0.569 0.567 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.063 0.473 0.803 0.595 a = climbing down 0.038 0.711 0.614 0.659 b = climbing up 0.005 0.813 0.948 0.875 c = jumping 0.019 0.895 0.907 0.901 d = lying 0.096 0.598 0.794 0.682 e = sitting 0.041 0.667 0.445 0.534 f = standing 0.154 0.526 0.952 0.678 g = running 0.008 0.342 0.021 0.039 h = walking ------------------------------------------------------- 0.058 0.613 0.634 0.582 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.066 0.492 0.492 0.492 a = climbing down 0.182 0.344 0.633 0.446 b = climbing up 0.000 0.875 0.166 0.279 c = jumping 0.033 0.831 0.939 0.882 d = lying 0.078 0.375 0.282 0.322 e = sitting 0.104 0.472 0.550 0.508 f = standing 0.032 0.834 0.902 0.866 g = running 0.020 0.517 0.119 0.194 h = walking ------------------------------------------------------- 0.070 0.566 0.556 0.530 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.216 0.347 0.886 0.498 a = climbing down 0.056 0.681 0.689 0.685 b = climbing up 0.092 0.149 0.895 0.255 c = jumping 0.073 0.666 0.887 0.761 d = lying 0.077 0.374 0.271 0.314 e = sitting 0.092 0.474 0.472 0.473 f = standing 0.001 0.804 0.031 0.060 g = running 0.005 0.081 0.002 0.005 h = walking ------------------------------------------------------- 0.071 0.486 0.459 0.396 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.051 0.639 0.667 0.653 a = climbing down 0.050 0.667 0.727 0.695 b = climbing up 0.026 0.404 0.858 0.549 c = jumping 0.126 0.578 0.981 0.727 d = lying 0.003 0.984 0.939 0.961 e = sitting 0.013 0.792 0.277 0.410 f = standing 0.033 0.810 0.813 0.812 g = running 0.023 0.820 0.599 0.692 h = walking ------------------------------------------------------- 0.042 0.754 0.719 0.706 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.055 0.641 0.795 0.709 a = climbing down 0.048 0.720 0.821 0.768 b = climbing up 0.000 0.983 0.978 0.981 c = jumping 0.007 0.957 0.933 0.945 d = lying 0.064 0.693 0.892 0.780 e = sitting 0.029 0.819 0.797 0.808 f = standing 0.005 0.971 0.790 0.871 g = running 0.023 0.815 0.570 0.671 h = walking ------------------------------------------------------- 0.030 0.817 0.800 0.801 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.095 0.335 0.322 0.328 a = climbing down 0.113 0.514 0.653 0.575 b = climbing up 0.000 0.984 0.800 0.882 c = jumping 0.016 0.865 0.649 0.742 d = lying 0.114 0.520 0.924 0.665 e = sitting 0.100 0.510 0.733 0.602 f = standing 0.005 0.941 0.336 0.495 g = running 0.078 0.353 0.310 0.330 h = walking ------------------------------------------------------- 0.068 0.613 0.547 0.538 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.161 0.372 0.834 0.514 a = climbing down 0.041 0.718 0.753 0.735 b = climbing up 0.001 0.913 0.570 0.701 c = jumping 0.011 0.911 0.727 0.809 d = lying 0.128 0.447 0.747 0.559 e = sitting 0.085 0.567 0.726 0.637 f = standing 0.007 0.959 0.525 0.679 g = running 0.024 0.177 0.031 0.053 h = walking ------------------------------------------------------- 0.055 0.637 0.597 0.578 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.027 0.735 0.588 0.653 a = climbing down 0.079 0.525 0.648 0.580 b = climbing up 0.002 0.897 1.000 0.946 c = jumping 0.099 0.585 0.803 0.677 d = lying 0.050 0.749 0.862 0.802 e = sitting 0.024 0.707 0.321 0.442 f = standing 0.018 0.907 0.939 0.923 g = running 0.054 0.666 0.630 0.647 h = walking ------------------------------------------------------- 0.049 0.705 0.695 0.684 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.220 0.328 0.784 0.463 a = climbing down 0.048 0.486 0.291 0.364 b = climbing up 0.000 0.981 0.898 0.938 c = jumping 0.068 0.534 0.471 0.500 d = lying 0.027 0.760 0.498 0.602 e = sitting 0.141 0.412 0.601 0.489 f = standing 0.011 0.925 0.719 0.809 g = running 0.030 0.567 0.256 0.353 h = walking ------------------------------------------------------- 0.073 0.595 0.526 0.529 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.080 0.440 0.642 0.522 a = climbing down 0.048 0.773 0.520 0.622 b = climbing up 0.001 0.914 0.855 0.884 c = jumping 0.058 0.287 0.156 0.202 d = lying 0.050 0.747 0.983 0.849 e = sitting 0.159 0.430 0.777 0.554 f = standing 0.004 0.943 0.417 0.578 g = running 0.042 0.760 0.860 0.807 h = walking ------------------------------------------------------- 0.060 0.653 0.618 0.603 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.072 0.500 0.580 0.537 a = climbing down 0.056 0.627 0.684 0.654 b = climbing up 0.001 0.925 0.836 0.878 c = jumping 0.061 0.717 0.945 0.815 d = lying 0.070 0.694 0.945 0.800 e = sitting 0.022 0.804 0.540 0.646 f = standing 0.015 0.914 0.719 0.805 g = running 0.034 0.715 0.526 0.606 h = walking ------------------------------------------------------- 0.044 0.731 0.713 0.709 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.089 0.452 0.633 0.527 a = climbing down 0.024 0.591 0.285 0.385 b = climbing up 0.002 0.920 0.904 0.912 c = jumping 0.008 0.910 0.468 0.618 d = lying 0.041 0.790 0.827 0.808 e = sitting 0.115 0.570 0.845 0.681 f = standing 0.023 0.883 0.962 0.921 g = running 0.058 0.661 0.636 0.648 h = walking ------------------------------------------------------- 0.049 0.716 0.690 0.680 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.099 0.345 0.415 0.377 a = climbing down 0.068 0.666 0.815 0.733 b = climbing up 0.000 0.977 0.734 0.838 c = jumping 0.031 0.460 0.153 0.230 d = lying 0.089 0.625 0.886 0.733 e = sitting 0.107 0.477 0.588 0.526 f = standing 0.010 0.886 0.468 0.612 g = running 0.071 0.656 0.756 0.703 h = walking ------------------------------------------------------- 0.065 0.603 0.590 0.570 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.059 0.619 0.745 0.676 a = climbing down 0.042 0.732 0.767 0.749 b = climbing up 0.001 0.947 0.884 0.914 c = jumping 0.054 0.729 0.848 0.784 d = lying 0.032 0.820 0.846 0.833 e = sitting 0.036 0.687 0.452 0.545 f = standing 0.038 0.817 0.991 0.895 g = running 0.030 0.769 0.577 0.659 h = walking ------------------------------------------------------- 0.040 0.747 0.748 0.739 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.039 0.633 0.607 0.620 a = climbing down 0.056 0.674 0.726 0.699 b = climbing up 0.001 0.960 0.860 0.907 c = jumping 0.019 0.895 0.917 0.906 d = lying 0.077 0.686 0.914 0.784 e = sitting 0.022 0.805 0.522 0.633 f = standing 0.015 0.916 0.988 0.951 g = running 0.043 0.722 0.630 0.673 h = walking ------------------------------------------------------- 0.038 0.772 0.768 0.762 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.035 0.360 0.285 0.318 a = climbing down 0.061 0.588 0.568 0.578 b = climbing up 0.002 0.892 0.882 0.887 c = jumping 0.013 0.923 0.859 0.890 d = lying 0.020 0.892 0.908 0.900 e = sitting 0.018 0.898 0.861 0.879 f = standing 0.102 0.634 0.984 0.771 g = running 0.002 0.989 0.682 0.807 h = walking ------------------------------------------------------- 0.034 0.799 0.781 0.779 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.687 0.382 0.491 a = climbing down 0.165 0.447 0.885 0.594 b = climbing up 0.000 0.992 0.774 0.870 c = jumping 0.008 0.946 0.777 0.853 d = lying 0.051 0.738 0.875 0.801 e = sitting 0.049 0.744 0.848 0.792 f = standing 0.003 0.983 0.818 0.893 g = running 0.047 0.510 0.279 0.361 h = walking ------------------------------------------------------- 0.047 0.734 0.702 0.694 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.109 0.408 0.584 0.480 a = climbing down 0.130 0.547 0.899 0.680 b = climbing up 0.001 0.961 0.974 0.967 c = jumping 0.066 0.335 0.199 0.250 d = lying 0.044 0.688 0.567 0.622 e = sitting 0.161 0.405 0.628 0.492 f = standing 0.007 0.908 0.443 0.595 g = running 0.070 0.170 0.084 0.113 h = walking ------------------------------------------------------- 0.083 0.503 0.495 0.471 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.074 0.482 0.514 0.497 a = climbing down 0.012 0.824 0.425 0.561 b = climbing up 0.007 0.617 0.512 0.559 c = jumping 0.122 0.543 0.827 0.655 d = lying 0.005 0.968 0.908 0.937 e = sitting 0.037 0.577 0.287 0.384 f = standing 0.138 0.555 0.996 0.713 g = running 0.054 0.488 0.299 0.371 h = walking ------------------------------------------------------- 0.063 0.633 0.614 0.591 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.109 0.408 0.610 0.489 a = climbing down 0.074 0.634 0.846 0.725 b = climbing up 0.001 0.946 0.956 0.951 c = jumping 0.111 0.254 0.230 0.241 d = lying 0.045 0.770 0.943 0.847 e = sitting 0.123 0.287 0.303 0.295 f = standing 0.013 0.927 0.784 0.849 g = running 0.038 0.404 0.142 0.210 h = walking ------------------------------------------------------- 0.068 0.547 0.556 0.536 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.177 0.342 0.614 0.439 a = climbing down 0.063 0.576 0.469 0.517 b = climbing up 0.002 0.795 0.593 0.679 c = jumping 0.097 0.527 0.708 0.604 d = lying 0.153 0.428 0.856 0.571 e = sitting 0.028 0.416 0.142 0.212 f = standing 0.027 0.799 0.423 0.553 g = running 0.033 0.556 0.298 0.388 h = walking ------------------------------------------------------- 0.077 0.549 0.496 0.481 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.233 0.255 0.696 0.373 a = climbing down 0.045 0.470 0.282 0.352 b = climbing up 0.002 0.763 0.448 0.565 c = jumping 0.060 0.471 0.343 0.397 d = lying 0.107 0.501 0.780 0.610 e = sitting 0.142 0.372 0.548 0.443 f = standing 0.013 0.925 0.526 0.671 g = running 0.024 0.103 0.017 0.029 h = walking ------------------------------------------------------- 0.076 0.495 0.450 0.434 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.145 0.345 0.584 0.433 a = climbing down 0.094 0.342 0.350 0.346 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.123 0.482 0.637 0.548 d = lying 0.068 0.703 0.917 0.796 e = sitting 0.050 0.343 0.142 0.201 f = standing 0.006 0.965 0.941 0.953 g = running 0.057 0.263 0.117 0.162 h = walking ------------------------------------------------------- 0.068 0.430 0.461 0.430 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.095 0.314 0.316 0.315 a = climbing down 0.133 0.481 0.792 0.599 b = climbing up 0.003 0.864 0.927 0.894 c = jumping 0.051 0.664 0.606 0.634 d = lying 0.049 0.731 0.789 0.759 e = sitting 0.079 0.557 0.601 0.578 f = standing 0.004 0.977 0.887 0.930 g = running 0.034 0.422 0.158 0.230 h = walking ------------------------------------------------------- 0.060 0.613 0.613 0.599 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.114 0.326 0.561 0.412 a = climbing down 0.083 0.660 0.515 0.579 b = climbing up 0.000 1.000 0.478 0.647 c = jumping 0.080 0.423 0.396 0.409 d = lying 0.096 0.585 0.883 0.704 e = sitting 0.107 0.386 0.439 0.411 f = standing 0.013 0.656 0.168 0.268 g = running 0.101 0.406 0.445 0.425 h = walking ------------------------------------------------------- 0.082 0.525 0.489 0.478 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.069 0.537 0.644 0.586 a = climbing down 0.047 0.596 0.501 0.544 b = climbing up 0.026 0.358 0.703 0.474 c = jumping 0.066 0.606 0.627 0.617 d = lying 0.107 0.587 0.918 0.716 e = sitting 0.075 0.416 0.316 0.359 f = standing 0.013 0.908 0.580 0.708 g = running 0.058 0.624 0.595 0.609 h = walking ------------------------------------------------------- 0.060 0.620 0.599 0.594 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.058 0.306 0.223 0.258 a = climbing down 0.051 0.490 0.408 0.445 b = climbing up 0.001 0.970 0.874 0.919 c = jumping 0.080 0.500 0.441 0.469 d = lying 0.052 0.755 0.850 0.800 e = sitting 0.087 0.502 0.487 0.494 f = standing 0.020 0.896 0.969 0.931 g = running 0.085 0.619 0.777 0.689 h = walking ------------------------------------------------------- 0.061 0.608 0.627 0.614 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.110 0.314 0.400 0.352 a = climbing down 0.147 0.498 0.884 0.638 b = climbing up 0.004 0.799 0.831 0.815 c = jumping 0.065 0.557 0.464 0.506 d = lying 0.061 0.662 0.723 0.691 e = sitting 0.114 0.362 0.390 0.375 f = standing 0.009 0.934 0.755 0.835 g = running 0.025 0.431 0.106 0.170 h = walking ------------------------------------------------------- 0.073 0.548 0.537 0.517 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.105 0.250 0.274 0.261 a = climbing down 0.142 0.467 0.823 0.596 b = climbing up 0.000 0.992 0.697 0.818 c = jumping 0.026 0.845 0.824 0.834 d = lying 0.065 0.662 0.750 0.703 e = sitting 0.066 0.587 0.546 0.566 f = standing 0.012 0.935 0.993 0.963 g = running 0.008 0.781 0.162 0.268 h = walking ------------------------------------------------------- 0.056 0.670 0.632 0.613 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.136 0.272 0.460 0.342 a = climbing down 0.099 0.478 0.573 0.521 b = climbing up 0.067 0.195 0.711 0.306 c = jumping 0.016 0.892 0.756 0.818 d = lying 0.065 0.662 0.694 0.677 e = sitting 0.088 0.545 0.608 0.575 f = standing 0.010 0.895 0.530 0.666 g = running 0.015 0.746 0.249 0.373 h = walking ------------------------------------------------------- 0.058 0.650 0.562 0.573 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.189 0.189 0.635 0.291 a = climbing down 0.005 0.858 0.205 0.330 b = climbing up 0.001 0.929 0.612 0.738 c = jumping 0.022 0.837 0.614 0.708 d = lying 0.145 0.552 0.980 0.706 e = sitting 0.055 0.386 0.191 0.255 f = standing 0.063 0.734 0.974 0.837 g = running 0.060 0.287 0.123 0.172 h = walking ------------------------------------------------------- 0.067 0.580 0.526 0.492 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.019 0.712 0.365 0.483 a = climbing down 0.224 0.270 0.550 0.362 b = climbing up 0.003 0.752 0.485 0.590 c = jumping 0.076 0.648 0.803 0.717 d = lying 0.027 0.433 0.128 0.197 e = sitting 0.182 0.322 0.508 0.394 f = standing 0.000 1.000 0.001 0.002 g = running 0.129 0.472 0.658 0.549 h = walking ------------------------------------------------------- 0.092 0.557 0.432 0.388 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.028 0.780 0.765 0.773 a = climbing down 0.049 0.693 0.632 0.661 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.018 0.410 0.077 0.130 d = lying 0.094 0.524 0.607 0.563 e = sitting 0.200 0.274 0.433 0.336 f = standing 0.008 0.952 0.929 0.940 g = running 0.062 0.695 0.828 0.756 h = walking ------------------------------------------------------- 0.066 0.618 0.608 0.592 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.133 0.456 0.827 0.588 a = climbing down 0.087 0.442 0.505 0.471 b = climbing up 0.040 0.342 0.971 0.505 c = jumping 0.001 0.996 0.993 0.995 d = lying 0.035 0.795 0.788 0.792 e = sitting 0.034 0.804 0.795 0.799 f = standing 0.005 0.962 0.719 0.823 g = running 0.020 0.522 0.128 0.205 h = walking ------------------------------------------------------- 0.041 0.718 0.686 0.672 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.912 0.838 0.874 a = climbing down 0.041 0.741 0.771 0.756 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.037 0.813 0.979 0.888 d = lying 0.039 0.751 0.738 0.744 e = sitting 0.046 0.724 0.734 0.729 f = standing 0.002 0.989 0.793 0.880 g = running 0.042 0.775 0.821 0.797 h = walking ------------------------------------------------------- 0.030 0.821 0.814 0.814 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.053 0.570 0.469 0.515 a = climbing down 0.151 0.490 0.791 0.605 b = climbing up 0.000 0.986 0.953 0.969 c = jumping 0.017 0.882 0.850 0.866 d = lying 0.138 0.415 0.732 0.530 e = sitting 0.073 0.541 0.611 0.574 f = standing 0.002 0.975 0.357 0.522 g = running 0.043 0.521 0.337 0.409 h = walking ------------------------------------------------------- 0.063 0.660 0.586 0.580 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.120 0.397 0.692 0.505 a = climbing down 0.105 0.534 0.853 0.657 b = climbing up 0.000 1.000 0.627 0.771 c = jumping 0.041 0.696 0.601 0.645 d = lying 0.124 0.475 0.812 0.599 e = sitting 0.080 0.472 0.464 0.468 f = standing 0.007 0.954 0.522 0.675 g = running 0.021 0.491 0.123 0.197 h = walking ------------------------------------------------------- 0.061 0.624 0.564 0.549 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.094 0.492 0.707 0.580 a = climbing down 0.100 0.459 0.625 0.529 b = climbing up 0.001 0.919 0.765 0.835 c = jumping 0.002 0.988 0.965 0.976 d = lying 0.075 0.640 0.779 0.703 e = sitting 0.042 0.730 0.628 0.675 f = standing 0.007 0.961 0.932 0.946 g = running 0.018 0.708 0.261 0.381 h = walking ------------------------------------------------------- 0.044 0.732 0.705 0.697 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.030 0.622 0.352 0.450 a = climbing down 0.058 0.519 0.399 0.451 b = climbing up 0.074 0.205 0.960 0.338 c = jumping 0.007 0.956 0.932 0.944 d = lying 0.066 0.564 0.505 0.533 e = sitting 0.087 0.545 0.632 0.585 f = standing 0.003 0.964 0.455 0.618 g = running 0.159 0.395 0.667 0.496 h = walking ------------------------------------------------------- 0.058 0.653 0.574 0.583 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.045 0.615 0.728 0.667 a = climbing down 0.036 0.818 0.519 0.635 b = climbing up 0.000 1.000 0.611 0.759 c = jumping 0.039 0.630 0.455 0.528 d = lying 0.073 0.600 0.727 0.657 e = sitting 0.128 0.397 0.546 0.460 f = standing 0.053 0.725 0.974 0.831 g = running 0.029 0.804 0.761 0.782 h = walking ------------------------------------------------------- 0.055 0.681 0.652 0.650 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.002 0.967 0.360 0.524 a = climbing down 0.079 0.566 0.757 0.648 b = climbing up 0.000 0.993 0.802 0.888 c = jumping 0.010 0.943 0.979 0.960 d = lying 0.094 0.521 0.614 0.564 e = sitting 0.109 0.448 0.524 0.483 f = standing 0.005 0.969 0.713 0.821 g = running 0.070 0.638 0.758 0.693 h = walking ------------------------------------------------------- 0.051 0.732 0.683 0.685 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.611 0.829 0.703 a = climbing down 0.100 0.441 0.648 0.525 b = climbing up 0.002 0.924 0.984 0.953 c = jumping 0.010 0.921 0.651 0.763 d = lying 0.068 0.576 0.500 0.535 e = sitting 0.134 0.452 0.614 0.521 f = standing 0.027 0.869 0.977 0.920 g = running 0.005 0.920 0.325 0.480 h = walking ------------------------------------------------------- 0.055 0.703 0.648 0.644 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.008 0.894 0.539 0.672 a = climbing down 0.089 0.533 0.608 0.568 b = climbing up 0.000 0.973 0.618 0.756 c = jumping 0.002 0.988 0.930 0.958 d = lying 0.085 0.584 0.715 0.643 e = sitting 0.063 0.579 0.523 0.549 f = standing 0.010 0.944 0.975 0.959 g = running 0.078 0.610 0.682 0.644 h = walking ------------------------------------------------------- 0.048 0.733 0.714 0.716 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.056 0.609 0.674 0.640 a = climbing down 0.051 0.642 0.611 0.626 b = climbing up 0.006 0.706 0.698 0.702 c = jumping 0.001 0.992 0.980 0.986 d = lying 0.116 0.524 0.753 0.618 e = sitting 0.045 0.574 0.351 0.435 f = standing 0.009 0.946 0.953 0.950 g = running 0.041 0.750 0.696 0.722 h = walking ------------------------------------------------------- 0.044 0.725 0.719 0.714 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.013 0.780 0.425 0.550 a = climbing down 0.197 0.408 0.854 0.552 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.000 0.998 0.943 0.970 d = lying 0.128 0.509 0.724 0.598 e = sitting 0.035 0.465 0.177 0.257 f = standing 0.017 0.906 0.995 0.948 g = running 0.033 0.576 0.252 0.350 h = walking ------------------------------------------------------- 0.061 0.665 0.637 0.613 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.055 0.406 0.541 0.464 a = climbing down 0.038 0.727 0.649 0.686 b = climbing up 0.002 0.897 0.805 0.848 c = jumping 0.002 0.955 0.277 0.430 d = lying 0.086 0.528 0.532 0.530 e = sitting 0.208 0.324 0.547 0.407 f = standing 0.051 0.773 0.973 0.862 g = running 0.005 0.969 0.727 0.831 h = walking ------------------------------------------------------- 0.063 0.700 0.616 0.619 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.153 0.233 0.359 0.283 a = climbing down 0.127 0.404 0.573 0.474 b = climbing up 0.000 0.949 0.230 0.370 c = jumping 0.013 0.924 0.911 0.917 d = lying 0.108 0.472 0.586 0.523 e = sitting 0.075 0.521 0.485 0.502 f = standing 0.018 0.900 0.886 0.893 g = running 0.032 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.066 0.550 0.504 0.495 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.122 0.404 0.643 0.496 a = climbing down 0.193 0.462 0.953 0.622 b = climbing up 0.000 0.980 0.980 0.980 c = jumping 0.035 0.796 0.820 0.808 d = lying 0.040 0.653 0.442 0.527 e = sitting 0.113 0.498 0.642 0.560 f = standing 0.002 0.952 0.198 0.327 g = running 0.010 0.716 0.149 0.247 h = walking ------------------------------------------------------- 0.072 0.650 0.557 0.522 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.139 0.454 0.860 0.594 a = climbing down 0.046 0.645 0.607 0.625 b = climbing up 0.049 0.295 0.994 0.456 c = jumping 0.004 0.977 0.868 0.919 d = lying 0.079 0.648 0.832 0.728 e = sitting 0.022 0.820 0.566 0.670 f = standing 0.028 0.805 0.664 0.728 g = running 0.031 0.428 0.135 0.205 h = walking ------------------------------------------------------- 0.047 0.683 0.650 0.637 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.919 0.891 0.905 a = climbing down 0.030 0.797 0.789 0.793 b = climbing up 0.000 0.982 0.912 0.946 c = jumping 0.039 0.794 0.923 0.854 d = lying 0.044 0.771 0.928 0.842 e = sitting 0.018 0.867 0.730 0.793 f = standing 0.004 0.973 0.793 0.874 g = running 0.038 0.802 0.846 0.823 h = walking ------------------------------------------------------- 0.026 0.850 0.842 0.842 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.542 0.543 0.543 a = climbing down 0.074 0.672 0.833 0.744 b = climbing up 0.000 1.000 0.891 0.942 c = jumping 0.067 0.650 0.815 0.723 d = lying 0.128 0.492 0.922 0.641 e = sitting 0.044 0.620 0.506 0.557 f = standing 0.003 0.975 0.397 0.564 g = running 0.026 0.751 0.576 0.652 h = walking ------------------------------------------------------- 0.054 0.701 0.643 0.635 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.618 0.624 0.621 a = climbing down 0.049 0.691 0.782 0.734 b = climbing up 0.000 0.993 0.787 0.878 c = jumping 0.013 0.897 0.752 0.818 d = lying 0.130 0.478 0.862 0.615 e = sitting 0.054 0.694 0.798 0.742 f = standing 0.010 0.939 0.536 0.682 g = running 0.029 0.806 0.739 0.771 h = walking ------------------------------------------------------- 0.042 0.764 0.712 0.716 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.758 0.691 0.723 a = climbing down 0.094 0.450 0.570 0.503 b = climbing up 0.006 0.751 0.845 0.796 c = jumping 0.031 0.834 0.899 0.866 d = lying 0.055 0.602 0.479 0.533 e = sitting 0.094 0.545 0.624 0.582 f = standing 0.009 0.949 0.906 0.927 g = running 0.054 0.628 0.537 0.579 h = walking ------------------------------------------------------- 0.051 0.687 0.680 0.680 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.105 0.422 0.556 0.480 a = climbing down 0.175 0.295 0.469 0.362 b = climbing up 0.000 0.978 0.763 0.857 c = jumping 0.034 0.793 0.787 0.790 d = lying 0.097 0.571 0.763 0.654 e = sitting 0.031 0.672 0.386 0.490 f = standing 0.008 0.958 0.900 0.928 g = running 0.037 0.279 0.091 0.137 h = walking ------------------------------------------------------- 0.066 0.592 0.580 0.568 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.025 0.757 0.775 0.766 a = climbing down 0.031 0.824 0.467 0.596 b = climbing up 0.000 0.938 0.345 0.504 c = jumping 0.062 0.573 0.555 0.564 d = lying 0.091 0.480 0.554 0.514 e = sitting 0.130 0.418 0.605 0.494 f = standing 0.016 0.896 0.955 0.924 g = running 0.057 0.696 0.842 0.762 h = walking ------------------------------------------------------- 0.056 0.680 0.645 0.645 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.087 0.550 0.854 0.669 a = climbing down 0.026 0.720 0.495 0.587 b = climbing up 0.012 0.626 0.934 0.749 c = jumping 0.016 0.905 0.950 0.927 d = lying 0.084 0.637 0.884 0.741 e = sitting 0.023 0.849 0.752 0.797 f = standing 0.006 0.963 0.677 0.795 g = running 0.033 0.755 0.618 0.680 h = walking ------------------------------------------------------- 0.036 0.781 0.750 0.750 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.147 0.362 0.721 0.482 a = climbing down 0.019 0.654 0.300 0.412 b = climbing up 0.049 0.311 0.952 0.469 c = jumping 0.033 0.815 0.818 0.816 d = lying 0.049 0.606 0.402 0.483 e = sitting 0.106 0.561 0.750 0.642 f = standing 0.032 0.790 0.659 0.719 g = running 0.035 0.659 0.377 0.479 h = walking ------------------------------------------------------- 0.057 0.640 0.588 0.585 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.037 0.689 0.640 0.664 a = climbing down 0.065 0.693 0.885 0.777 b = climbing up 0.002 0.897 0.800 0.846 c = jumping 0.004 0.971 0.789 0.871 d = lying 0.039 0.769 0.793 0.781 e = sitting 0.045 0.746 0.798 0.771 f = standing 0.026 0.860 0.964 0.909 g = running 0.021 0.848 0.664 0.745 h = walking ------------------------------------------------------- 0.033 0.803 0.794 0.793 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.011 0.882 0.650 0.748 a = climbing down 0.049 0.727 0.866 0.790 b = climbing up 0.000 1.000 0.944 0.971 c = jumping 0.017 0.910 0.979 0.943 d = lying 0.051 0.701 0.712 0.707 e = sitting 0.049 0.693 0.639 0.665 f = standing 0.012 0.932 0.996 0.963 g = running 0.027 0.839 0.804 0.821 h = walking ------------------------------------------------------- 0.031 0.815 0.814 0.811 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.010 0.850 0.503 0.632 a = climbing down 0.077 0.641 0.864 0.736 b = climbing up 0.007 0.762 0.959 0.849 c = jumping 0.005 0.967 0.833 0.895 d = lying 0.149 0.522 0.882 0.656 e = sitting 0.022 0.627 0.217 0.322 f = standing 0.012 0.927 0.943 0.935 g = running 0.035 0.794 0.762 0.778 h = walking ------------------------------------------------------- 0.046 0.755 0.729 0.713 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.132 0.237 0.586 0.337 a = climbing down 0.012 0.821 0.349 0.489 b = climbing up 0.000 1.000 0.812 0.896 c = jumping 0.004 0.976 0.949 0.962 d = lying 0.147 0.531 0.927 0.676 e = sitting 0.009 0.829 0.233 0.364 f = standing 0.054 0.766 0.982 0.860 g = running 0.011 0.913 0.603 0.726 h = walking ------------------------------------------------------- 0.045 0.774 0.675 0.666 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.787 0.674 0.726 a = climbing down 0.034 0.740 0.647 0.690 b = climbing up 0.000 0.987 0.892 0.937 c = jumping 0.013 0.927 0.920 0.923 d = lying 0.045 0.690 0.608 0.646 e = sitting 0.070 0.664 0.812 0.731 f = standing 0.006 0.965 0.887 0.925 g = running 0.059 0.723 0.880 0.794 h = walking ------------------------------------------------------- 0.035 0.792 0.785 0.785 Weighted Avg. Run: 3 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.079 0.529 0.685 0.597 a = climbing down 0.096 0.560 0.705 0.624 b = climbing up 0.000 1.000 0.200 0.333 c = jumping 0.028 0.796 0.663 0.724 d = lying 0.092 0.500 0.541 0.520 e = sitting 0.107 0.404 0.416 0.410 f = standing 0.024 0.834 0.751 0.791 g = running 0.030 0.759 0.567 0.649 h = walking ------------------------------------------------------- 0.064 0.633 0.608 0.610 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.011 0.916 0.861 0.888 a = climbing down 0.125 0.486 0.859 0.621 b = climbing up 0.009 0.697 0.988 0.817 c = jumping 0.042 0.775 0.836 0.804 d = lying 0.020 0.870 0.797 0.832 e = sitting 0.049 0.713 0.697 0.705 f = standing 0.009 0.946 0.934 0.940 g = running 0.022 0.689 0.278 0.397 h = walking ------------------------------------------------------- 0.038 0.772 0.750 0.741 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.873 0.857 0.865 a = climbing down 0.055 0.660 0.714 0.686 b = climbing up 0.001 0.974 1.000 0.987 c = jumping 0.018 0.893 0.925 0.909 d = lying 0.050 0.720 0.795 0.755 e = sitting 0.035 0.782 0.782 0.782 f = standing 0.012 0.934 0.806 0.866 g = running 0.042 0.757 0.730 0.743 h = walking ------------------------------------------------------- 0.032 0.809 0.804 0.805 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.034 0.766 0.747 0.757 a = climbing down 0.109 0.610 0.928 0.736 b = climbing up 0.000 1.000 0.979 0.990 c = jumping 0.035 0.791 0.876 0.831 d = lying 0.175 0.346 0.693 0.462 e = sitting 0.068 0.419 0.347 0.380 f = standing 0.003 0.970 0.394 0.561 g = running 0.014 0.772 0.343 0.475 h = walking ------------------------------------------------------- 0.058 0.698 0.618 0.611 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.085 0.522 0.818 0.638 a = climbing down 0.021 0.797 0.596 0.682 b = climbing up 0.000 1.000 0.970 0.985 c = jumping 0.048 0.710 0.766 0.737 d = lying 0.133 0.452 0.792 0.575 e = sitting 0.097 0.386 0.400 0.393 f = standing 0.001 0.996 0.527 0.689 g = running 0.060 0.554 0.452 0.498 h = walking ------------------------------------------------------- 0.056 0.675 0.610 0.614 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.033 0.756 0.805 0.779 a = climbing down 0.091 0.504 0.687 0.582 b = climbing up 0.002 0.904 0.926 0.915 c = jumping 0.066 0.679 0.800 0.735 d = lying 0.048 0.742 0.794 0.767 e = sitting 0.059 0.571 0.440 0.497 f = standing 0.004 0.978 0.929 0.953 g = running 0.034 0.714 0.496 0.585 h = walking ------------------------------------------------------- 0.046 0.715 0.709 0.705 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.177 0.352 0.697 0.468 a = climbing down 0.068 0.518 0.474 0.495 b = climbing up 0.000 0.980 0.563 0.715 c = jumping 0.020 0.863 0.757 0.806 d = lying 0.064 0.595 0.551 0.572 e = sitting 0.097 0.488 0.560 0.522 f = standing 0.032 0.845 0.906 0.874 g = running 0.029 0.172 0.039 0.064 h = walking ------------------------------------------------------- 0.066 0.569 0.578 0.559 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.242 0.265 0.890 0.409 a = climbing down 0.022 0.749 0.210 0.328 b = climbing up 0.001 0.357 0.028 0.052 c = jumping 0.126 0.331 0.422 0.371 d = lying 0.067 0.461 0.375 0.414 e = sitting 0.164 0.298 0.450 0.358 f = standing 0.026 0.842 0.957 0.896 g = running 0.018 0.033 0.004 0.007 h = walking ------------------------------------------------------- 0.079 0.461 0.415 0.379 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.868 0.586 0.700 a = climbing down 0.034 0.754 0.760 0.757 b = climbing up 0.023 0.473 0.967 0.635 c = jumping 0.026 0.856 0.941 0.897 d = lying 0.059 0.495 0.346 0.408 e = sitting 0.119 0.450 0.574 0.504 f = standing 0.021 0.883 0.704 0.783 g = running 0.062 0.701 0.902 0.789 h = walking ------------------------------------------------------- 0.047 0.711 0.694 0.691 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.852 0.612 0.712 a = climbing down 0.036 0.590 0.430 0.497 b = climbing up 0.000 0.994 0.962 0.978 c = jumping 0.028 0.837 0.814 0.826 d = lying 0.059 0.567 0.407 0.474 e = sitting 0.121 0.482 0.629 0.546 f = standing 0.030 0.856 0.974 0.911 g = running 0.067 0.702 0.892 0.786 h = walking ------------------------------------------------------- 0.052 0.701 0.698 0.691 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.051 0.571 0.545 0.558 a = climbing down 0.060 0.579 0.498 0.536 b = climbing up 0.000 1.000 0.708 0.829 c = jumping 0.031 0.732 0.479 0.579 d = lying 0.085 0.470 0.454 0.462 e = sitting 0.142 0.387 0.541 0.451 f = standing 0.013 0.915 0.889 0.902 g = running 0.074 0.661 0.813 0.729 h = walking ------------------------------------------------------- 0.064 0.626 0.607 0.609 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.041 0.623 0.528 0.571 a = climbing down 0.124 0.498 0.821 0.620 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.012 0.919 0.780 0.844 d = lying 0.109 0.514 0.678 0.585 e = sitting 0.070 0.498 0.405 0.447 f = standing 0.024 0.877 0.994 0.932 g = running 0.017 0.787 0.356 0.490 h = walking ------------------------------------------------------- 0.055 0.686 0.658 0.650 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.882 0.564 0.688 a = climbing down 0.198 0.406 0.850 0.549 b = climbing up 0.005 0.815 0.984 0.892 c = jumping 0.007 0.951 0.832 0.887 d = lying 0.130 0.522 0.775 0.624 e = sitting 0.051 0.420 0.212 0.282 f = standing 0.020 0.890 0.958 0.923 g = running 0.022 0.469 0.113 0.182 h = walking ------------------------------------------------------- 0.063 0.641 0.621 0.590 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.043 0.433 0.471 0.451 a = climbing down 0.191 0.279 0.478 0.352 b = climbing up 0.001 0.961 0.851 0.902 c = jumping 0.038 0.823 0.958 0.885 d = lying 0.091 0.571 0.669 0.617 e = sitting 0.053 0.567 0.381 0.456 f = standing 0.056 0.759 0.983 0.857 g = running 0.020 0.132 0.015 0.028 h = walking ------------------------------------------------------- 0.068 0.527 0.576 0.534 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.063 0.541 0.576 0.558 a = climbing down 0.170 0.394 0.737 0.513 b = climbing up 0.000 0.989 0.556 0.712 c = jumping 0.060 0.722 0.897 0.800 d = lying 0.077 0.561 0.602 0.581 e = sitting 0.065 0.512 0.401 0.450 f = standing 0.021 0.884 0.890 0.887 g = running 0.006 0.760 0.105 0.185 h = walking ------------------------------------------------------- 0.063 0.641 0.600 0.573 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.019 0.790 0.528 0.633 a = climbing down 0.106 0.388 0.464 0.423 b = climbing up 0.000 0.981 0.698 0.816 c = jumping 0.058 0.729 0.915 0.811 d = lying 0.084 0.528 0.537 0.532 e = sitting 0.052 0.488 0.274 0.351 f = standing 0.021 0.886 0.991 0.936 g = running 0.088 0.583 0.701 0.636 h = walking ------------------------------------------------------- 0.060 0.632 0.633 0.621 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.070 0.659 0.784 0.716 a = climbing down 0.085 0.000 0.000 0.000 b = climbing up 0.000 0.988 0.988 0.988 c = jumping 0.078 0.734 0.949 0.828 d = lying 0.053 0.757 0.739 0.748 e = sitting 0.030 0.781 0.472 0.588 f = standing 0.001 0.991 1.000 0.995 g = running 0.012 0.886 0.436 0.584 h = walking ------------------------------------------------------- 0.041 0.725 0.671 0.681 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.023 0.815 0.834 0.824 a = climbing down 0.089 0.549 0.719 0.623 b = climbing up 0.000 0.995 0.989 0.992 c = jumping 0.089 0.584 0.761 0.661 d = lying 0.085 0.550 0.650 0.596 e = sitting 0.045 0.527 0.308 0.389 f = standing 0.001 0.993 0.793 0.882 g = running 0.039 0.753 0.662 0.705 h = walking ------------------------------------------------------- 0.051 0.695 0.680 0.678 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.130 0.324 0.414 0.364 a = climbing down 0.162 0.367 0.513 0.428 b = climbing up 0.001 0.921 0.965 0.942 c = jumping 0.049 0.590 0.462 0.518 d = lying 0.168 0.385 0.788 0.517 e = sitting 0.089 0.387 0.395 0.391 f = standing 0.004 0.955 0.351 0.513 g = running 0.048 0.243 0.111 0.152 h = walking ------------------------------------------------------- 0.086 0.509 0.436 0.429 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.077 0.503 0.681 0.579 a = climbing down 0.113 0.347 0.431 0.385 b = climbing up 0.001 0.926 0.959 0.942 c = jumping 0.058 0.631 0.649 0.640 d = lying 0.114 0.473 0.736 0.576 e = sitting 0.089 0.436 0.447 0.441 f = standing 0.022 0.883 0.553 0.680 g = running 0.046 0.537 0.321 0.402 h = walking ------------------------------------------------------- 0.067 0.587 0.547 0.549 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.096 0.493 0.733 0.589 a = climbing down 0.114 0.350 0.453 0.395 b = climbing up 0.000 0.966 0.704 0.814 c = jumping 0.071 0.475 0.365 0.413 d = lying 0.078 0.628 0.770 0.692 e = sitting 0.113 0.405 0.426 0.415 f = standing 0.008 0.957 0.935 0.946 g = running 0.043 0.363 0.144 0.206 h = walking ------------------------------------------------------- 0.071 0.541 0.548 0.532 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.051 0.474 0.330 0.389 a = climbing down 0.176 0.373 0.676 0.481 b = climbing up 0.006 0.765 0.983 0.860 c = jumping 0.028 0.764 0.548 0.638 d = lying 0.092 0.424 0.397 0.410 e = sitting 0.120 0.437 0.564 0.493 f = standing 0.004 0.974 0.867 0.917 g = running 0.066 0.304 0.186 0.231 h = walking ------------------------------------------------------- 0.074 0.553 0.531 0.528 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.051 0.607 0.800 0.690 a = climbing down 0.049 0.619 0.255 0.362 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.080 0.510 0.564 0.535 d = lying 0.081 0.610 0.836 0.705 e = sitting 0.113 0.405 0.500 0.448 f = standing 0.023 0.859 0.967 0.910 g = running 0.079 0.555 0.639 0.594 h = walking ------------------------------------------------------- 0.060 0.521 0.570 0.531 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.914 0.522 0.665 a = climbing down 0.077 0.523 0.618 0.566 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.038 0.782 0.834 0.807 d = lying 0.054 0.664 0.638 0.651 e = sitting 0.083 0.622 0.813 0.705 f = standing 0.001 0.994 0.712 0.830 g = running 0.071 0.638 0.774 0.700 h = walking ------------------------------------------------------- 0.045 0.749 0.715 0.718 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.033 0.645 0.528 0.581 a = climbing down 0.140 0.300 0.492 0.373 b = climbing up 0.000 0.867 0.071 0.131 c = jumping 0.180 0.334 0.504 0.402 d = lying 0.119 0.344 0.334 0.339 e = sitting 0.031 0.709 0.414 0.522 f = standing 0.027 0.865 0.965 0.912 g = running 0.072 0.353 0.221 0.272 h = walking ------------------------------------------------------- 0.084 0.517 0.482 0.478 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.713 0.486 0.578 a = climbing down 0.124 0.469 0.658 0.548 b = climbing up 0.000 0.981 0.871 0.923 c = jumping 0.024 0.721 0.351 0.472 d = lying 0.119 0.494 0.703 0.580 e = sitting 0.127 0.350 0.413 0.379 f = standing 0.006 0.964 0.978 0.971 g = running 0.059 0.583 0.464 0.517 h = walking ------------------------------------------------------- 0.069 0.618 0.585 0.583 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.099 0.449 0.623 0.522 a = climbing down 0.072 0.557 0.601 0.578 b = climbing up 0.001 0.941 0.786 0.856 c = jumping 0.048 0.568 0.366 0.445 d = lying 0.188 0.377 0.675 0.484 e = sitting 0.024 0.762 0.456 0.571 f = standing 0.011 0.936 0.994 0.964 g = running 0.037 0.637 0.369 0.467 h = walking ------------------------------------------------------- 0.066 0.626 0.585 0.583 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.042 0.543 0.455 0.495 a = climbing down 0.182 0.357 0.636 0.458 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.013 0.897 0.631 0.741 d = lying 0.104 0.533 0.654 0.588 e = sitting 0.080 0.423 0.338 0.376 f = standing 0.014 0.920 0.994 0.956 g = running 0.042 0.586 0.335 0.426 h = walking ------------------------------------------------------- 0.067 0.620 0.590 0.589 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.253 0.195 0.874 0.318 a = climbing down 0.021 0.676 0.288 0.404 b = climbing up 0.021 0.515 1.000 0.680 c = jumping 0.029 0.835 0.804 0.819 d = lying 0.081 0.629 0.757 0.687 e = sitting 0.062 0.566 0.445 0.498 f = standing 0.005 0.969 0.849 0.905 g = running 0.013 0.425 0.048 0.086 h = walking ------------------------------------------------------- 0.049 0.645 0.564 0.550 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.726 0.624 0.671 a = climbing down 0.114 0.403 0.510 0.450 b = climbing up 0.000 0.976 0.982 0.979 c = jumping 0.123 0.453 0.584 0.510 d = lying 0.063 0.644 0.694 0.668 e = sitting 0.082 0.338 0.248 0.286 f = standing 0.004 0.976 0.890 0.931 g = running 0.054 0.643 0.553 0.595 h = walking ------------------------------------------------------- 0.066 0.606 0.595 0.596 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.108 0.366 0.481 0.416 a = climbing down 0.061 0.658 0.676 0.667 b = climbing up 0.038 0.301 0.907 0.452 c = jumping 0.025 0.865 0.975 0.917 d = lying 0.153 0.438 0.704 0.540 e = sitting 0.032 0.342 0.096 0.150 f = standing 0.013 0.783 0.294 0.427 g = running 0.088 0.517 0.559 0.537 h = walking ------------------------------------------------------- 0.067 0.566 0.548 0.523 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.289 0.264 0.772 0.393 a = climbing down 0.054 0.312 0.180 0.228 b = climbing up 0.077 0.213 0.988 0.351 c = jumping 0.036 0.502 0.206 0.292 d = lying 0.069 0.624 0.659 0.641 e = sitting 0.147 0.444 0.675 0.536 f = standing 0.006 0.890 0.258 0.400 g = running 0.003 0.120 0.003 0.005 h = walking ------------------------------------------------------- 0.081 0.455 0.400 0.359 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.239 0.310 0.872 0.457 a = climbing down 0.011 0.772 0.248 0.375 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.071 0.675 0.896 0.770 d = lying 0.088 0.610 0.855 0.712 e = sitting 0.018 0.776 0.380 0.510 f = standing 0.001 0.995 0.785 0.878 g = running 0.050 0.110 0.035 0.053 h = walking ------------------------------------------------------- 0.060 0.628 0.583 0.554 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.534 0.345 0.419 a = climbing down 0.141 0.532 0.882 0.664 b = climbing up 0.003 0.813 0.840 0.826 c = jumping 0.028 0.810 0.778 0.794 d = lying 0.211 0.298 0.672 0.413 e = sitting 0.072 0.359 0.285 0.318 f = standing 0.003 0.967 0.385 0.551 g = running 0.036 0.563 0.336 0.421 h = walking ------------------------------------------------------- 0.070 0.617 0.531 0.526 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.177 0.308 0.694 0.427 a = climbing down 0.092 0.389 0.417 0.403 b = climbing up 0.000 0.700 0.042 0.080 c = jumping 0.029 0.724 0.495 0.588 d = lying 0.183 0.363 0.752 0.490 e = sitting 0.077 0.164 0.099 0.123 f = standing 0.074 0.689 0.558 0.616 g = running 0.016 0.529 0.107 0.178 h = walking ------------------------------------------------------- 0.085 0.486 0.436 0.415 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.737 0.550 0.630 a = climbing down 0.097 0.513 0.755 0.611 b = climbing up 0.009 0.676 0.994 0.805 c = jumping 0.021 0.865 0.759 0.809 d = lying 0.099 0.522 0.626 0.569 e = sitting 0.077 0.515 0.455 0.483 f = standing 0.015 0.914 0.884 0.899 g = running 0.042 0.706 0.586 0.640 h = walking ------------------------------------------------------- 0.052 0.685 0.667 0.669 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.158 0.351 0.623 0.449 a = climbing down 0.051 0.698 0.755 0.725 b = climbing up 0.000 0.994 0.927 0.959 c = jumping 0.058 0.618 0.567 0.592 d = lying 0.096 0.467 0.494 0.480 e = sitting 0.118 0.319 0.333 0.326 f = standing 0.008 0.955 0.902 0.928 g = running 0.034 0.204 0.057 0.089 h = walking ------------------------------------------------------- 0.071 0.538 0.548 0.532 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.054 0.330 0.270 0.297 a = climbing down 0.106 0.611 0.532 0.568 b = climbing up 0.000 1.000 0.767 0.868 c = jumping 0.049 0.704 0.781 0.741 d = lying 0.078 0.397 0.341 0.366 e = sitting 0.177 0.279 0.444 0.343 f = standing 0.012 0.837 0.444 0.580 g = running 0.090 0.541 0.687 0.605 h = walking ------------------------------------------------------- 0.084 0.552 0.518 0.522 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.941 0.466 0.623 a = climbing down 0.037 0.622 0.443 0.518 b = climbing up 0.045 0.301 0.932 0.455 c = jumping 0.041 0.795 0.979 0.877 d = lying 0.048 0.421 0.210 0.281 e = sitting 0.163 0.402 0.648 0.496 f = standing 0.002 0.981 0.476 0.641 g = running 0.119 0.560 0.934 0.700 h = walking ------------------------------------------------------- 0.059 0.671 0.601 0.589 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.660 0.705 0.682 a = climbing down 0.149 0.357 0.682 0.469 b = climbing up 0.002 0.907 0.972 0.938 c = jumping 0.026 0.521 0.156 0.241 d = lying 0.145 0.199 0.193 0.196 e = sitting 0.223 0.304 0.543 0.390 f = standing 0.012 0.935 0.947 0.941 g = running 0.005 0.873 0.194 0.318 h = walking ------------------------------------------------------- 0.084 0.559 0.480 0.461 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.831 0.400 0.540 a = climbing down 0.056 0.414 0.238 0.302 b = climbing up 0.000 1.000 0.663 0.797 c = jumping 0.005 0.923 0.329 0.485 d = lying 0.094 0.381 0.350 0.365 e = sitting 0.192 0.345 0.611 0.441 f = standing 0.008 0.954 0.965 0.960 g = running 0.164 0.490 0.885 0.631 h = walking ------------------------------------------------------- 0.076 0.622 0.547 0.537 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.648 0.260 0.371 a = climbing down 0.045 0.653 0.561 0.603 b = climbing up 0.002 0.894 0.929 0.911 c = jumping 0.008 0.954 0.953 0.954 d = lying 0.069 0.518 0.437 0.474 e = sitting 0.096 0.515 0.590 0.550 f = standing 0.030 0.846 0.979 0.908 g = running 0.113 0.551 0.789 0.649 h = walking ------------------------------------------------------- 0.054 0.675 0.673 0.659 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.650 0.532 0.585 a = climbing down 0.110 0.456 0.580 0.511 b = climbing up 0.012 0.636 0.958 0.765 c = jumping 0.004 0.973 0.891 0.930 d = lying 0.094 0.473 0.459 0.466 e = sitting 0.085 0.418 0.353 0.383 f = standing 0.026 0.851 0.907 0.878 g = running 0.076 0.568 0.568 0.568 h = walking ------------------------------------------------------- 0.061 0.625 0.622 0.620 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.114 0.273 0.611 0.377 a = climbing down 0.033 0.749 0.634 0.687 b = climbing up 0.011 0.652 0.960 0.777 c = jumping 0.014 0.922 0.913 0.917 d = lying 0.110 0.587 0.861 0.698 e = sitting 0.029 0.708 0.381 0.495 f = standing 0.115 0.588 0.910 0.714 g = running 0.012 0.146 0.011 0.020 h = walking ------------------------------------------------------- 0.055 0.587 0.618 0.570 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.638 0.510 0.567 a = climbing down 0.155 0.327 0.498 0.395 b = climbing up 0.070 0.208 0.923 0.340 c = jumping 0.037 0.817 0.943 0.876 d = lying 0.112 0.328 0.332 0.330 e = sitting 0.084 0.447 0.404 0.424 f = standing 0.002 0.969 0.436 0.601 g = running 0.069 0.466 0.341 0.394 h = walking ------------------------------------------------------- 0.070 0.569 0.504 0.511 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.245 0.320 0.894 0.472 a = climbing down 0.046 0.655 0.500 0.567 b = climbing up 0.103 0.145 0.974 0.253 c = jumping 0.084 0.656 0.967 0.782 d = lying 0.070 0.405 0.279 0.330 e = sitting 0.071 0.538 0.471 0.502 f = standing 0.004 0.444 0.020 0.038 g = running 0.004 0.059 0.002 0.003 h = walking ------------------------------------------------------- 0.070 0.438 0.444 0.382 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.058 0.652 0.806 0.721 a = climbing down 0.037 0.735 0.739 0.737 b = climbing up 0.016 0.540 0.926 0.682 c = jumping 0.126 0.579 0.988 0.730 d = lying 0.002 0.986 0.936 0.960 e = sitting 0.011 0.816 0.273 0.409 f = standing 0.021 0.880 0.892 0.886 g = running 0.025 0.798 0.560 0.658 h = walking ------------------------------------------------------- 0.039 0.778 0.744 0.728 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.067 0.577 0.747 0.651 a = climbing down 0.054 0.693 0.812 0.748 b = climbing up 0.001 0.941 0.983 0.962 c = jumping 0.010 0.939 0.964 0.951 d = lying 0.067 0.682 0.886 0.770 e = sitting 0.021 0.850 0.747 0.795 f = standing 0.011 0.936 0.786 0.854 g = running 0.021 0.813 0.510 0.627 h = walking ------------------------------------------------------- 0.033 0.799 0.780 0.779 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.608 0.393 0.477 a = climbing down 0.103 0.601 0.850 0.704 b = climbing up 0.002 0.899 0.953 0.926 c = jumping 0.015 0.855 0.590 0.698 d = lying 0.124 0.484 0.867 0.621 e = sitting 0.104 0.490 0.707 0.579 f = standing 0.003 0.971 0.355 0.520 g = running 0.042 0.708 0.735 0.721 h = walking ------------------------------------------------------- 0.056 0.701 0.626 0.616 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.158 0.373 0.820 0.513 a = climbing down 0.040 0.731 0.770 0.750 b = climbing up 0.001 0.944 0.618 0.747 c = jumping 0.011 0.902 0.643 0.751 d = lying 0.129 0.450 0.761 0.565 e = sitting 0.095 0.541 0.727 0.620 f = standing 0.008 0.949 0.534 0.684 g = running 0.024 0.181 0.032 0.055 h = walking ------------------------------------------------------- 0.056 0.633 0.591 0.573 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.014 0.833 0.563 0.672 a = climbing down 0.100 0.490 0.707 0.579 b = climbing up 0.003 0.881 0.988 0.931 c = jumping 0.090 0.601 0.780 0.679 d = lying 0.056 0.742 0.934 0.827 e = sitting 0.021 0.756 0.366 0.493 f = standing 0.004 0.980 0.928 0.953 g = running 0.056 0.637 0.576 0.605 h = walking ------------------------------------------------------- 0.047 0.728 0.703 0.696 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.105 0.499 0.761 0.603 a = climbing down 0.035 0.718 0.570 0.636 b = climbing up 0.000 0.988 0.955 0.971 c = jumping 0.030 0.802 0.736 0.768 d = lying 0.034 0.757 0.621 0.682 e = sitting 0.105 0.523 0.698 0.598 f = standing 0.003 0.983 0.893 0.936 g = running 0.032 0.741 0.579 0.650 h = walking ------------------------------------------------------- 0.046 0.733 0.703 0.709 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.084 0.431 0.645 0.517 a = climbing down 0.040 0.795 0.496 0.611 b = climbing up 0.001 0.931 0.780 0.849 c = jumping 0.055 0.215 0.101 0.137 d = lying 0.053 0.737 0.986 0.844 e = sitting 0.166 0.430 0.808 0.561 f = standing 0.002 0.971 0.427 0.593 g = running 0.045 0.754 0.896 0.819 h = walking ------------------------------------------------------- 0.060 0.650 0.614 0.595 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.054 0.561 0.560 0.561 a = climbing down 0.066 0.571 0.638 0.602 b = climbing up 0.002 0.924 0.893 0.908 c = jumping 0.038 0.791 0.884 0.835 d = lying 0.072 0.683 0.929 0.787 e = sitting 0.033 0.780 0.699 0.737 f = standing 0.005 0.965 0.681 0.799 g = running 0.045 0.697 0.634 0.664 h = walking ------------------------------------------------------- 0.042 0.744 0.727 0.727 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.176 0.342 0.792 0.478 a = climbing down 0.018 0.584 0.207 0.306 b = climbing up 0.002 0.898 0.888 0.893 c = jumping 0.014 0.779 0.282 0.414 d = lying 0.041 0.775 0.760 0.767 e = sitting 0.159 0.488 0.840 0.617 f = standing 0.017 0.910 0.960 0.934 g = running 0.027 0.664 0.294 0.408 h = walking ------------------------------------------------------- 0.060 0.673 0.606 0.584 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.802 0.548 0.651 a = climbing down 0.072 0.661 0.845 0.741 b = climbing up 0.000 0.984 0.723 0.833 c = jumping 0.020 0.647 0.211 0.318 d = lying 0.063 0.699 0.876 0.778 e = sitting 0.113 0.522 0.747 0.614 f = standing 0.001 0.994 0.561 0.717 g = running 0.112 0.562 0.804 0.662 h = walking ------------------------------------------------------- 0.057 0.699 0.660 0.642 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.789 0.660 0.719 a = climbing down 0.052 0.691 0.775 0.730 b = climbing up 0.001 0.944 0.834 0.886 c = jumping 0.043 0.763 0.815 0.788 d = lying 0.061 0.718 0.917 0.805 e = sitting 0.033 0.704 0.460 0.556 f = standing 0.009 0.947 0.991 0.968 g = running 0.044 0.745 0.741 0.743 h = walking ------------------------------------------------------- 0.038 0.769 0.769 0.763 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.035 0.671 0.653 0.662 a = climbing down 0.047 0.711 0.725 0.718 b = climbing up 0.000 0.983 0.902 0.941 c = jumping 0.014 0.920 0.911 0.915 d = lying 0.074 0.692 0.898 0.781 e = sitting 0.025 0.798 0.566 0.662 f = standing 0.013 0.926 0.989 0.957 g = running 0.043 0.740 0.691 0.715 h = walking ------------------------------------------------------- 0.035 0.789 0.785 0.782 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.037 0.313 0.246 0.275 a = climbing down 0.053 0.623 0.569 0.594 b = climbing up 0.004 0.840 0.935 0.885 c = jumping 0.022 0.874 0.833 0.853 d = lying 0.029 0.852 0.938 0.893 e = sitting 0.020 0.884 0.832 0.857 f = standing 0.097 0.646 0.983 0.779 g = running 0.002 0.985 0.656 0.787 h = walking ------------------------------------------------------- 0.036 0.785 0.771 0.766 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.056 0.399 0.287 0.334 a = climbing down 0.177 0.437 0.916 0.592 b = climbing up 0.000 0.992 0.713 0.830 c = jumping 0.004 0.967 0.742 0.840 d = lying 0.049 0.738 0.848 0.790 e = sitting 0.059 0.717 0.877 0.789 f = standing 0.004 0.962 0.563 0.711 g = running 0.050 0.520 0.306 0.385 h = walking ------------------------------------------------------- 0.054 0.697 0.654 0.647 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.096 0.427 0.556 0.483 a = climbing down 0.137 0.535 0.905 0.673 b = climbing up 0.002 0.901 0.967 0.933 c = jumping 0.049 0.464 0.255 0.329 d = lying 0.063 0.599 0.555 0.576 e = sitting 0.172 0.331 0.487 0.394 f = standing 0.014 0.798 0.336 0.473 g = running 0.092 0.139 0.087 0.107 h = walking ------------------------------------------------------- 0.088 0.477 0.464 0.442 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.222 0.329 0.808 0.468 a = climbing down 0.006 0.810 0.194 0.313 b = climbing up 0.006 0.463 0.224 0.302 c = jumping 0.104 0.458 0.503 0.480 d = lying 0.006 0.966 0.936 0.951 e = sitting 0.083 0.448 0.386 0.414 f = standing 0.076 0.693 0.997 0.818 g = running 0.024 0.111 0.018 0.030 h = walking ------------------------------------------------------- 0.071 0.542 0.544 0.498 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.103 0.424 0.622 0.504 a = climbing down 0.067 0.664 0.884 0.759 b = climbing up 0.004 0.845 0.956 0.897 c = jumping 0.108 0.182 0.147 0.163 d = lying 0.048 0.758 0.927 0.834 e = sitting 0.138 0.263 0.303 0.282 f = standing 0.018 0.896 0.769 0.828 g = running 0.037 0.416 0.148 0.219 h = walking ------------------------------------------------------- 0.070 0.533 0.547 0.523 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.097 0.501 0.647 0.565 a = climbing down 0.058 0.688 0.708 0.698 b = climbing up 0.000 0.973 0.967 0.970 c = jumping 0.066 0.514 0.461 0.486 d = lying 0.133 0.472 0.890 0.617 e = sitting 0.073 0.500 0.515 0.508 f = standing 0.019 0.849 0.416 0.558 g = running 0.012 0.886 0.651 0.751 h = walking ------------------------------------------------------- 0.060 0.653 0.602 0.601 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.192 0.262 0.596 0.364 a = climbing down 0.038 0.630 0.459 0.531 b = climbing up 0.001 0.933 0.509 0.659 c = jumping 0.039 0.585 0.348 0.436 d = lying 0.122 0.500 0.885 0.639 e = sitting 0.119 0.463 0.671 0.548 f = standing 0.011 0.936 0.520 0.668 g = running 0.047 0.254 0.097 0.140 h = walking ------------------------------------------------------- 0.069 0.570 0.502 0.495 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.089 0.458 0.578 0.511 a = climbing down 0.151 0.272 0.407 0.326 b = climbing up 0.013 0.000 0.000 0.000 c = jumping 0.032 0.771 0.599 0.674 d = lying 0.087 0.657 0.946 0.775 e = sitting 0.059 0.621 0.521 0.566 f = standing 0.006 0.966 0.860 0.910 g = running 0.045 0.305 0.113 0.165 h = walking ------------------------------------------------------- 0.060 0.506 0.503 0.491 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.101 0.355 0.402 0.377 a = climbing down 0.115 0.507 0.756 0.607 b = climbing up 0.003 0.873 0.927 0.899 c = jumping 0.061 0.590 0.524 0.555 d = lying 0.046 0.749 0.815 0.781 e = sitting 0.089 0.499 0.538 0.518 f = standing 0.005 0.970 0.889 0.928 g = running 0.010 0.848 0.359 0.504 h = walking ------------------------------------------------------- 0.058 0.662 0.629 0.628 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.123 0.308 0.559 0.397 a = climbing down 0.108 0.601 0.522 0.559 b = climbing up 0.000 0.977 0.472 0.637 c = jumping 0.057 0.504 0.390 0.440 d = lying 0.047 0.710 0.746 0.727 e = sitting 0.159 0.397 0.679 0.501 f = standing 0.021 0.341 0.074 0.122 g = running 0.079 0.468 0.447 0.457 h = walking ------------------------------------------------------- 0.084 0.506 0.492 0.477 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.126 0.402 0.683 0.506 a = climbing down 0.038 0.466 0.245 0.321 b = climbing up 0.000 0.964 0.309 0.468 c = jumping 0.048 0.671 0.611 0.640 d = lying 0.065 0.695 0.889 0.780 e = sitting 0.072 0.619 0.689 0.652 f = standing 0.017 0.906 0.717 0.801 g = running 0.064 0.570 0.521 0.544 h = walking ------------------------------------------------------- 0.057 0.647 0.627 0.621 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.096 0.349 0.447 0.392 a = climbing down 0.012 0.634 0.171 0.269 b = climbing up 0.001 0.976 0.896 0.934 c = jumping 0.075 0.439 0.325 0.373 d = lying 0.081 0.685 0.947 0.795 e = sitting 0.080 0.513 0.468 0.489 f = standing 0.019 0.903 0.962 0.932 g = running 0.066 0.697 0.857 0.769 h = walking ------------------------------------------------------- 0.060 0.623 0.631 0.606 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.048 0.432 0.289 0.346 a = climbing down 0.075 0.630 0.769 0.693 b = climbing up 0.008 0.649 0.709 0.678 c = jumping 0.036 0.687 0.452 0.545 d = lying 0.046 0.762 0.895 0.823 e = sitting 0.095 0.518 0.617 0.563 f = standing 0.010 0.934 0.829 0.878 g = running 0.079 0.603 0.679 0.639 h = walking ------------------------------------------------------- 0.055 0.658 0.658 0.650 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.106 0.177 0.177 0.177 a = climbing down 0.158 0.436 0.810 0.567 b = climbing up 0.000 0.985 0.725 0.835 c = jumping 0.032 0.811 0.811 0.811 d = lying 0.061 0.671 0.733 0.701 e = sitting 0.069 0.576 0.547 0.561 f = standing 0.009 0.948 0.993 0.970 g = running 0.006 0.819 0.165 0.275 h = walking ------------------------------------------------------- 0.059 0.660 0.617 0.598 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.048 0.485 0.411 0.445 a = climbing down 0.115 0.528 0.812 0.640 b = climbing up 0.083 0.186 0.832 0.304 c = jumping 0.013 0.894 0.633 0.741 d = lying 0.045 0.769 0.815 0.792 e = sitting 0.084 0.597 0.720 0.653 f = standing 0.008 0.900 0.419 0.572 g = running 0.028 0.746 0.463 0.571 h = walking ------------------------------------------------------- 0.049 0.703 0.625 0.634 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.195 0.180 0.617 0.279 a = climbing down 0.006 0.846 0.217 0.345 b = climbing up 0.002 0.899 0.888 0.893 c = jumping 0.010 0.934 0.771 0.844 d = lying 0.154 0.535 0.971 0.690 e = sitting 0.020 0.691 0.247 0.364 f = standing 0.078 0.690 0.969 0.806 g = running 0.053 0.047 0.013 0.020 h = walking ------------------------------------------------------- 0.062 0.590 0.545 0.503 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.394 0.126 0.191 a = climbing down 0.154 0.211 0.275 0.239 b = climbing up 0.000 0.978 0.538 0.695 c = jumping 0.149 0.446 0.687 0.541 d = lying 0.023 0.295 0.059 0.098 e = sitting 0.197 0.149 0.204 0.172 f = standing 0.000 0.000 0.000 0.000 g = running 0.245 0.362 0.794 0.497 h = walking ------------------------------------------------------- 0.099 0.354 0.335 0.304 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.121 0.483 0.868 0.620 a = climbing down 0.073 0.528 0.474 0.500 b = climbing up 0.014 0.438 0.646 0.522 c = jumping 0.023 0.871 0.945 0.907 d = lying 0.104 0.463 0.526 0.493 e = sitting 0.073 0.496 0.412 0.450 f = standing 0.007 0.927 0.533 0.677 g = running 0.040 0.697 0.540 0.609 h = walking ------------------------------------------------------- 0.061 0.636 0.605 0.604 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.171 0.401 0.851 0.546 a = climbing down 0.079 0.392 0.376 0.384 b = climbing up 0.016 0.560 0.935 0.700 c = jumping 0.002 0.987 0.967 0.977 d = lying 0.035 0.756 0.620 0.681 e = sitting 0.066 0.685 0.821 0.747 f = standing 0.004 0.975 0.886 0.928 g = running 0.014 0.384 0.051 0.090 h = walking ------------------------------------------------------- 0.048 0.667 0.661 0.633 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.830 0.837 0.834 a = climbing down 0.039 0.741 0.745 0.743 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.028 0.850 0.976 0.908 d = lying 0.034 0.763 0.677 0.717 e = sitting 0.052 0.712 0.797 0.753 f = standing 0.008 0.954 0.799 0.870 g = running 0.040 0.780 0.801 0.790 h = walking ------------------------------------------------------- 0.031 0.812 0.808 0.808 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.102 0.454 0.564 0.503 a = climbing down 0.155 0.439 0.663 0.528 b = climbing up 0.001 0.961 0.980 0.970 c = jumping 0.018 0.878 0.858 0.868 d = lying 0.126 0.418 0.680 0.518 e = sitting 0.088 0.481 0.577 0.525 f = standing 0.007 0.937 0.380 0.541 g = running 0.036 0.139 0.042 0.065 h = walking ------------------------------------------------------- 0.071 0.575 0.539 0.521 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.042 0.648 0.675 0.661 a = climbing down 0.057 0.634 0.708 0.669 b = climbing up 0.000 0.993 0.840 0.910 c = jumping 0.028 0.774 0.627 0.693 d = lying 0.107 0.501 0.774 0.609 e = sitting 0.103 0.494 0.657 0.564 f = standing 0.006 0.962 0.531 0.684 g = running 0.058 0.650 0.657 0.653 h = walking ------------------------------------------------------- 0.051 0.703 0.650 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.030 0.715 0.595 0.650 a = climbing down 0.098 0.511 0.755 0.610 b = climbing up 0.020 0.486 0.975 0.649 c = jumping 0.009 0.946 0.938 0.942 d = lying 0.074 0.669 0.865 0.754 e = sitting 0.029 0.783 0.576 0.664 f = standing 0.002 0.986 0.809 0.889 g = running 0.038 0.720 0.565 0.633 h = walking ------------------------------------------------------- 0.038 0.767 0.738 0.740 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.035 0.556 0.320 0.406 a = climbing down 0.104 0.387 0.422 0.404 b = climbing up 0.056 0.256 0.977 0.405 c = jumping 0.020 0.886 0.936 0.911 d = lying 0.048 0.602 0.429 0.501 e = sitting 0.100 0.527 0.674 0.591 f = standing 0.002 0.982 0.562 0.715 g = running 0.146 0.306 0.413 0.351 h = walking ------------------------------------------------------- 0.063 0.612 0.552 0.560 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.015 0.820 0.689 0.749 a = climbing down 0.051 0.773 0.555 0.646 b = climbing up 0.000 1.000 0.778 0.875 c = jumping 0.049 0.595 0.487 0.536 d = lying 0.056 0.659 0.717 0.687 e = sitting 0.154 0.361 0.566 0.441 f = standing 0.027 0.841 0.973 0.902 g = running 0.029 0.812 0.823 0.818 h = walking ------------------------------------------------------- 0.055 0.702 0.674 0.679 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.979 0.486 0.649 a = climbing down 0.068 0.635 0.857 0.729 b = climbing up 0.000 1.000 0.962 0.980 c = jumping 0.003 0.981 0.985 0.983 d = lying 0.121 0.479 0.669 0.559 e = sitting 0.080 0.501 0.478 0.489 f = standing 0.001 0.991 0.717 0.832 g = running 0.050 0.719 0.793 0.754 h = walking ------------------------------------------------------- 0.045 0.764 0.720 0.724 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.070 0.532 0.687 0.600 a = climbing down 0.090 0.534 0.848 0.656 b = climbing up 0.059 0.278 0.984 0.434 c = jumping 0.011 0.936 0.872 0.903 d = lying 0.067 0.514 0.383 0.439 e = sitting 0.117 0.493 0.633 0.555 f = standing 0.020 0.844 0.590 0.694 g = running 0.005 0.911 0.318 0.471 h = walking ------------------------------------------------------- 0.052 0.684 0.613 0.611 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.044 0.624 0.574 0.598 a = climbing down 0.122 0.473 0.656 0.549 b = climbing up 0.007 0.707 0.815 0.757 c = jumping 0.002 0.986 0.911 0.947 d = lying 0.109 0.559 0.829 0.668 e = sitting 0.038 0.605 0.349 0.442 f = standing 0.015 0.892 0.756 0.819 g = running 0.069 0.532 0.442 0.483 h = walking ------------------------------------------------------- 0.056 0.670 0.651 0.648 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.069 0.561 0.684 0.617 a = climbing down 0.089 0.504 0.597 0.546 b = climbing up 0.013 0.567 0.782 0.657 c = jumping 0.002 0.989 0.980 0.985 d = lying 0.125 0.474 0.666 0.553 e = sitting 0.061 0.454 0.295 0.358 f = standing 0.005 0.968 0.902 0.934 g = running 0.039 0.656 0.419 0.511 h = walking ------------------------------------------------------- 0.054 0.662 0.651 0.646 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.017 0.734 0.438 0.549 a = climbing down 0.170 0.435 0.824 0.569 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.000 0.998 0.941 0.969 d = lying 0.108 0.518 0.634 0.570 e = sitting 0.038 0.462 0.187 0.266 f = standing 0.055 0.748 0.996 0.854 g = running 0.040 0.587 0.322 0.416 h = walking ------------------------------------------------------- 0.061 0.644 0.632 0.608 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.088 0.307 0.554 0.395 a = climbing down 0.071 0.585 0.651 0.616 b = climbing up 0.002 0.916 0.810 0.860 c = jumping 0.002 0.958 0.224 0.364 d = lying 0.094 0.538 0.606 0.570 e = sitting 0.206 0.311 0.511 0.387 f = standing 0.042 0.805 0.971 0.880 g = running 0.005 0.941 0.392 0.553 h = walking ------------------------------------------------------- 0.069 0.675 0.559 0.555 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.027 0.746 0.616 0.674 a = climbing down 0.050 0.591 0.483 0.532 b = climbing up 0.000 0.992 0.820 0.898 c = jumping 0.007 0.956 0.845 0.897 d = lying 0.088 0.584 0.752 0.657 e = sitting 0.066 0.581 0.543 0.561 f = standing 0.005 0.969 0.890 0.927 g = running 0.077 0.663 0.864 0.750 h = walking ------------------------------------------------------- 0.045 0.736 0.724 0.724 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.069 0.533 0.611 0.569 a = climbing down 0.047 0.737 0.760 0.749 b = climbing up 0.023 0.424 0.934 0.583 c = jumping 0.022 0.771 0.453 0.571 d = lying 0.075 0.550 0.543 0.546 e = sitting 0.165 0.338 0.483 0.398 f = standing 0.006 0.920 0.414 0.571 g = running 0.050 0.760 0.919 0.832 h = walking ------------------------------------------------------- 0.062 0.655 0.605 0.606 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.232 0.320 0.814 0.460 a = climbing down 0.050 0.254 0.126 0.168 b = climbing up 0.046 0.306 0.982 0.467 c = jumping 0.011 0.931 0.819 0.871 d = lying 0.021 0.877 0.877 0.877 e = sitting 0.032 0.760 0.578 0.656 f = standing 0.030 0.799 0.685 0.738 g = running 0.043 0.337 0.127 0.185 h = walking ------------------------------------------------------- 0.055 0.624 0.589 0.578 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.795 0.868 0.830 a = climbing down 0.037 0.750 0.741 0.745 b = climbing up 0.002 0.878 0.796 0.835 c = jumping 0.043 0.778 0.914 0.840 d = lying 0.046 0.765 0.918 0.834 e = sitting 0.018 0.864 0.704 0.776 f = standing 0.009 0.945 0.793 0.862 g = running 0.035 0.800 0.770 0.785 h = walking ------------------------------------------------------- 0.030 0.820 0.813 0.812 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.060 0.561 0.513 0.536 a = climbing down 0.090 0.631 0.847 0.723 b = climbing up 0.000 1.000 0.837 0.911 c = jumping 0.065 0.658 0.817 0.729 d = lying 0.130 0.494 0.942 0.648 e = sitting 0.038 0.655 0.513 0.575 f = standing 0.004 0.961 0.397 0.562 g = running 0.022 0.788 0.583 0.670 h = walking ------------------------------------------------------- 0.054 0.704 0.645 0.635 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.044 0.618 0.624 0.621 a = climbing down 0.049 0.691 0.782 0.734 b = climbing up 0.000 0.993 0.787 0.878 c = jumping 0.013 0.897 0.752 0.818 d = lying 0.130 0.478 0.862 0.615 e = sitting 0.054 0.694 0.798 0.742 f = standing 0.010 0.939 0.536 0.682 g = running 0.029 0.806 0.739 0.771 h = walking ------------------------------------------------------- 0.042 0.764 0.712 0.716 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.030 0.746 0.688 0.716 a = climbing down 0.097 0.448 0.579 0.505 b = climbing up 0.004 0.804 0.905 0.852 c = jumping 0.029 0.847 0.919 0.882 d = lying 0.049 0.624 0.471 0.537 e = sitting 0.092 0.567 0.666 0.612 f = standing 0.008 0.955 0.913 0.933 g = running 0.052 0.630 0.520 0.570 h = walking ------------------------------------------------------- 0.049 0.696 0.689 0.688 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.140 0.354 0.558 0.433 a = climbing down 0.097 0.449 0.508 0.477 b = climbing up 0.002 0.906 0.870 0.888 c = jumping 0.017 0.874 0.702 0.779 d = lying 0.055 0.716 0.823 0.766 e = sitting 0.059 0.654 0.683 0.668 f = standing 0.004 0.976 0.894 0.933 g = running 0.034 0.529 0.247 0.337 h = walking ------------------------------------------------------- 0.054 0.671 0.646 0.646 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.076 0.418 0.550 0.475 a = climbing down 0.050 0.762 0.508 0.610 b = climbing up 0.000 0.987 0.874 0.927 c = jumping 0.048 0.614 0.513 0.559 d = lying 0.116 0.504 0.777 0.611 e = sitting 0.091 0.502 0.597 0.546 f = standing 0.013 0.851 0.530 0.653 g = running 0.057 0.690 0.817 0.748 h = walking ------------------------------------------------------- 0.062 0.649 0.611 0.612 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.026 0.784 0.772 0.778 a = climbing down 0.035 0.746 0.761 0.754 b = climbing up 0.000 0.994 0.895 0.942 c = jumping 0.018 0.897 0.988 0.940 d = lying 0.089 0.595 0.788 0.678 e = sitting 0.033 0.791 0.732 0.760 f = standing 0.006 0.966 0.723 0.827 g = running 0.032 0.799 0.787 0.793 h = walking ------------------------------------------------------- 0.033 0.809 0.793 0.795 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.586 0.794 0.674 a = climbing down 0.017 0.801 0.571 0.667 b = climbing up 0.000 0.994 0.914 0.952 c = jumping 0.018 0.894 0.841 0.867 d = lying 0.067 0.606 0.558 0.581 e = sitting 0.083 0.620 0.751 0.679 f = standing 0.019 0.903 0.961 0.931 g = running 0.028 0.815 0.684 0.744 h = walking ------------------------------------------------------- 0.041 0.757 0.745 0.745 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.699 0.659 0.678 a = climbing down 0.131 0.460 0.672 0.546 b = climbing up 0.000 1.000 0.371 0.542 c = jumping 0.014 0.914 0.839 0.875 d = lying 0.125 0.499 0.748 0.599 e = sitting 0.048 0.542 0.345 0.422 f = standing 0.015 0.911 0.957 0.933 g = running 0.039 0.635 0.383 0.478 h = walking ------------------------------------------------------- 0.057 0.673 0.650 0.644 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.951 0.760 0.845 a = climbing down 0.034 0.794 0.857 0.825 b = climbing up 0.000 0.974 0.842 0.903 c = jumping 0.023 0.881 0.978 0.927 d = lying 0.056 0.718 0.833 0.771 e = sitting 0.023 0.814 0.572 0.672 f = standing 0.015 0.916 0.992 0.952 g = running 0.034 0.816 0.858 0.836 h = walking ------------------------------------------------------- 0.027 0.841 0.838 0.834 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.053 0.574 0.654 0.612 a = climbing down 0.129 0.510 0.848 0.637 b = climbing up 0.067 0.251 0.959 0.398 c = jumping 0.010 0.923 0.656 0.767 d = lying 0.166 0.450 0.738 0.559 e = sitting 0.043 0.274 0.094 0.140 f = standing 0.004 0.959 0.528 0.681 g = running 0.020 0.801 0.452 0.578 h = walking ------------------------------------------------------- 0.062 0.634 0.570 0.560 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.143 0.197 0.505 0.284 a = climbing down 0.004 0.898 0.247 0.388 b = climbing up 0.000 0.991 0.653 0.787 c = jumping 0.019 0.877 0.736 0.800 d = lying 0.078 0.637 0.756 0.692 e = sitting 0.047 0.463 0.223 0.301 f = standing 0.187 0.487 0.992 0.653 g = running 0.027 0.743 0.391 0.513 h = walking ------------------------------------------------------- 0.065 0.656 0.559 0.547 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.797 0.645 0.713 a = climbing down 0.031 0.744 0.605 0.667 b = climbing up 0.001 0.969 0.940 0.954 c = jumping 0.016 0.909 0.924 0.916 d = lying 0.060 0.673 0.747 0.708 e = sitting 0.043 0.739 0.724 0.731 f = standing 0.006 0.966 0.888 0.926 g = running 0.068 0.703 0.909 0.793 h = walking ------------------------------------------------------- 0.035 0.796 0.789 0.788 Weighted Avg. Run: 4 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.081 0.307 0.275 0.290 a = climbing down 0.212 0.367 0.712 0.484 b = climbing up 0.000 1.000 0.220 0.361 c = jumping 0.028 0.836 0.874 0.855 d = lying 0.127 0.449 0.609 0.517 e = sitting 0.065 0.337 0.189 0.242 f = standing 0.029 0.808 0.753 0.780 g = running 0.013 0.770 0.256 0.385 h = walking ------------------------------------------------------- 0.079 0.565 0.523 0.508 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.023 0.839 0.883 0.861 a = climbing down 0.155 0.446 0.910 0.599 b = climbing up 0.035 0.369 0.982 0.536 c = jumping 0.020 0.874 0.797 0.834 d = lying 0.019 0.879 0.819 0.848 e = sitting 0.047 0.754 0.823 0.787 f = standing 0.015 0.897 0.761 0.823 g = running 0.011 0.360 0.034 0.063 h = walking ------------------------------------------------------- 0.039 0.718 0.713 0.682 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.015 0.874 0.857 0.865 a = climbing down 0.056 0.659 0.714 0.686 b = climbing up 0.001 0.953 1.000 0.976 c = jumping 0.021 0.877 0.917 0.896 d = lying 0.052 0.723 0.841 0.777 e = sitting 0.032 0.797 0.767 0.781 f = standing 0.008 0.955 0.798 0.869 g = running 0.039 0.772 0.743 0.757 h = walking ------------------------------------------------------- 0.031 0.814 0.808 0.809 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.044 0.710 0.719 0.715 a = climbing down 0.094 0.644 0.929 0.761 b = climbing up 0.000 1.000 0.979 0.990 c = jumping 0.037 0.783 0.871 0.825 d = lying 0.172 0.329 0.628 0.431 e = sitting 0.070 0.433 0.375 0.402 f = standing 0.005 0.952 0.408 0.571 g = running 0.014 0.804 0.414 0.546 h = walking ------------------------------------------------------- 0.057 0.695 0.621 0.618 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.088 0.500 0.774 0.607 a = climbing down 0.047 0.673 0.691 0.682 b = climbing up 0.000 0.994 0.982 0.988 c = jumping 0.050 0.726 0.855 0.786 d = lying 0.126 0.469 0.805 0.593 e = sitting 0.067 0.537 0.505 0.520 f = standing 0.002 0.988 0.534 0.693 g = running 0.043 0.561 0.333 0.418 h = walking ------------------------------------------------------- 0.052 0.681 0.629 0.626 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.053 0.628 0.706 0.665 a = climbing down 0.083 0.518 0.664 0.582 b = climbing up 0.016 0.526 0.932 0.673 c = jumping 0.075 0.653 0.805 0.721 d = lying 0.047 0.720 0.693 0.706 e = sitting 0.081 0.472 0.401 0.433 f = standing 0.002 0.984 0.740 0.844 g = running 0.040 0.703 0.557 0.622 h = walking ------------------------------------------------------- 0.053 0.672 0.655 0.656 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.847 0.724 0.780 a = climbing down 0.123 0.472 0.708 0.566 b = climbing up 0.000 0.992 0.753 0.856 c = jumping 0.034 0.799 0.804 0.801 d = lying 0.085 0.588 0.716 0.646 e = sitting 0.054 0.565 0.422 0.483 f = standing 0.021 0.894 0.909 0.902 g = running 0.045 0.567 0.381 0.456 h = walking ------------------------------------------------------- 0.053 0.685 0.673 0.670 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.254 0.244 0.834 0.378 a = climbing down 0.144 0.497 0.459 0.477 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.119 0.413 0.566 0.477 d = lying 0.087 0.363 0.329 0.345 e = sitting 0.141 0.288 0.368 0.323 f = standing 0.008 0.043 0.003 0.005 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.094 0.231 0.320 0.251 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.941 0.557 0.700 a = climbing down 0.080 0.587 0.837 0.690 b = climbing up 0.003 0.862 0.995 0.923 c = jumping 0.011 0.934 0.980 0.956 d = lying 0.140 0.482 0.785 0.597 e = sitting 0.040 0.620 0.385 0.475 f = standing 0.007 0.958 0.703 0.811 g = running 0.024 0.849 0.834 0.841 h = walking ------------------------------------------------------- 0.042 0.774 0.732 0.732 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.008 0.869 0.471 0.611 a = climbing down 0.158 0.341 0.680 0.455 b = climbing up 0.000 1.000 0.676 0.806 c = jumping 0.008 0.921 0.516 0.661 d = lying 0.109 0.438 0.450 0.444 e = sitting 0.141 0.423 0.574 0.487 f = standing 0.028 0.865 0.981 0.919 g = running 0.049 0.518 0.295 0.376 h = walking ------------------------------------------------------- 0.069 0.633 0.569 0.572 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.035 0.623 0.459 0.529 a = climbing down 0.074 0.568 0.583 0.575 b = climbing up 0.000 1.000 0.584 0.738 c = jumping 0.023 0.754 0.398 0.521 d = lying 0.089 0.500 0.532 0.515 e = sitting 0.137 0.391 0.532 0.451 f = standing 0.024 0.870 0.990 0.926 g = running 0.066 0.682 0.793 0.733 h = walking ------------------------------------------------------- 0.063 0.636 0.616 0.612 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.070 0.571 0.721 0.638 a = climbing down 0.148 0.429 0.741 0.543 b = climbing up 0.000 0.992 0.670 0.800 c = jumping 0.022 0.865 0.809 0.836 d = lying 0.148 0.501 0.874 0.637 e = sitting 0.044 0.277 0.097 0.144 f = standing 0.011 0.936 0.990 0.962 g = running 0.013 0.424 0.057 0.100 h = walking ------------------------------------------------------- 0.062 0.583 0.606 0.552 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.873 0.569 0.689 a = climbing down 0.190 0.413 0.841 0.554 b = climbing up 0.001 0.964 0.964 0.964 c = jumping 0.008 0.949 0.837 0.889 d = lying 0.130 0.535 0.813 0.645 e = sitting 0.044 0.472 0.230 0.309 f = standing 0.017 0.907 0.990 0.947 g = running 0.025 0.493 0.138 0.215 h = walking ------------------------------------------------------- 0.061 0.659 0.637 0.609 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.076 0.367 0.637 0.466 a = climbing down 0.158 0.307 0.453 0.366 b = climbing up 0.001 0.958 0.782 0.861 c = jumping 0.060 0.747 0.955 0.838 d = lying 0.096 0.593 0.772 0.671 e = sitting 0.029 0.635 0.276 0.385 f = standing 0.040 0.817 0.982 0.892 g = running 0.027 0.063 0.009 0.016 h = walking ------------------------------------------------------- 0.065 0.526 0.579 0.529 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.727 0.755 0.740 a = climbing down 0.146 0.461 0.833 0.593 b = climbing up 0.000 1.000 0.793 0.884 c = jumping 0.050 0.720 0.745 0.732 d = lying 0.074 0.542 0.531 0.536 e = sitting 0.110 0.397 0.425 0.411 f = standing 0.008 0.953 0.898 0.925 g = running 0.008 0.823 0.219 0.346 h = walking ------------------------------------------------------- 0.060 0.671 0.626 0.615 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.014 0.835 0.532 0.650 a = climbing down 0.171 0.389 0.755 0.514 b = climbing up 0.000 0.982 0.738 0.843 c = jumping 0.047 0.189 0.063 0.095 d = lying 0.064 0.572 0.493 0.529 e = sitting 0.208 0.280 0.449 0.345 f = standing 0.024 0.871 0.997 0.930 g = running 0.051 0.474 0.266 0.341 h = walking ------------------------------------------------------- 0.082 0.514 0.503 0.484 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.681 0.788 0.731 a = climbing down 0.064 0.000 0.000 0.000 b = climbing up 0.000 0.982 0.976 0.979 c = jumping 0.051 0.796 0.884 0.838 d = lying 0.047 0.767 0.692 0.727 e = sitting 0.063 0.694 0.630 0.661 f = standing 0.001 0.992 0.997 0.994 g = running 0.014 0.888 0.522 0.658 h = walking ------------------------------------------------------- 0.038 0.725 0.686 0.699 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.024 0.800 0.774 0.787 a = climbing down 0.112 0.509 0.771 0.613 b = climbing up 0.001 0.946 0.946 0.946 c = jumping 0.092 0.556 0.708 0.623 d = lying 0.087 0.516 0.577 0.545 e = sitting 0.047 0.556 0.362 0.438 f = standing 0.013 0.924 0.796 0.855 g = running 0.036 0.709 0.491 0.581 h = walking ------------------------------------------------------- 0.056 0.665 0.644 0.643 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.142 0.310 0.425 0.359 a = climbing down 0.128 0.299 0.299 0.299 b = climbing up 0.003 0.827 0.965 0.891 c = jumping 0.031 0.635 0.352 0.453 d = lying 0.210 0.353 0.858 0.501 e = sitting 0.057 0.388 0.254 0.307 f = standing 0.004 0.955 0.348 0.510 g = running 0.073 0.518 0.573 0.544 h = walking ------------------------------------------------------- 0.084 0.531 0.436 0.433 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.025 0.756 0.674 0.713 a = climbing down 0.105 0.453 0.623 0.525 b = climbing up 0.002 0.918 0.988 0.952 c = jumping 0.097 0.483 0.589 0.531 d = lying 0.128 0.465 0.798 0.588 e = sitting 0.078 0.339 0.260 0.294 f = standing 0.002 0.990 0.528 0.689 g = running 0.061 0.583 0.517 0.548 h = walking ------------------------------------------------------- 0.063 0.623 0.567 0.570 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.075 0.549 0.715 0.621 a = climbing down 0.144 0.278 0.406 0.330 b = climbing up 0.000 0.970 0.796 0.875 c = jumping 0.038 0.703 0.513 0.593 d = lying 0.089 0.609 0.810 0.695 e = sitting 0.063 0.609 0.542 0.574 f = standing 0.018 0.903 0.942 0.922 g = running 0.051 0.290 0.123 0.173 h = walking ------------------------------------------------------- 0.064 0.583 0.586 0.572 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.781 0.453 0.573 a = climbing down 0.208 0.394 0.874 0.543 b = climbing up 0.000 0.988 0.977 0.982 c = jumping 0.053 0.625 0.531 0.574 d = lying 0.087 0.385 0.321 0.350 e = sitting 0.129 0.413 0.545 0.469 f = standing 0.001 0.997 0.886 0.938 g = running 0.035 0.244 0.073 0.112 h = walking ------------------------------------------------------- 0.073 0.564 0.543 0.527 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.039 0.666 0.781 0.719 a = climbing down 0.055 0.666 0.351 0.460 b = climbing up 0.000 0.500 0.006 0.011 c = jumping 0.078 0.525 0.581 0.552 d = lying 0.060 0.666 0.795 0.725 e = sitting 0.125 0.396 0.533 0.455 f = standing 0.026 0.843 0.974 0.904 g = running 0.056 0.665 0.718 0.690 h = walking ------------------------------------------------------- 0.062 0.631 0.623 0.607 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.928 0.496 0.647 a = climbing down 0.070 0.532 0.578 0.554 b = climbing up 0.000 0.989 0.978 0.983 c = jumping 0.043 0.769 0.881 0.821 d = lying 0.074 0.588 0.638 0.612 e = sitting 0.062 0.664 0.730 0.695 f = standing 0.003 0.979 0.712 0.824 g = running 0.079 0.631 0.831 0.717 h = walking ------------------------------------------------------- 0.046 0.741 0.710 0.711 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.038 0.652 0.616 0.633 a = climbing down 0.118 0.341 0.501 0.406 b = climbing up 0.009 0.449 0.310 0.367 c = jumping 0.128 0.293 0.296 0.295 d = lying 0.116 0.445 0.500 0.471 e = sitting 0.079 0.494 0.430 0.460 f = standing 0.025 0.868 0.913 0.890 g = running 0.045 0.635 0.438 0.518 h = walking ------------------------------------------------------- 0.077 0.533 0.520 0.521 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.042 0.574 0.446 0.502 a = climbing down 0.113 0.454 0.566 0.503 b = climbing up 0.000 0.981 0.848 0.910 c = jumping 0.035 0.647 0.366 0.467 d = lying 0.110 0.499 0.663 0.570 e = sitting 0.138 0.308 0.371 0.336 f = standing 0.017 0.906 0.980 0.942 g = running 0.066 0.537 0.430 0.478 h = walking ------------------------------------------------------- 0.074 0.569 0.553 0.550 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.050 0.634 0.669 0.651 a = climbing down 0.097 0.482 0.597 0.533 b = climbing up 0.001 0.938 0.824 0.877 c = jumping 0.039 0.640 0.400 0.492 d = lying 0.183 0.414 0.770 0.539 e = sitting 0.017 0.812 0.428 0.560 f = standing 0.008 0.957 0.993 0.975 g = running 0.042 0.676 0.496 0.572 h = walking ------------------------------------------------------- 0.060 0.669 0.624 0.623 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.044 0.544 0.474 0.507 a = climbing down 0.175 0.370 0.648 0.471 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.014 0.890 0.662 0.759 d = lying 0.101 0.541 0.651 0.591 e = sitting 0.076 0.426 0.324 0.368 f = standing 0.011 0.939 0.994 0.966 g = running 0.044 0.595 0.369 0.455 h = walking ------------------------------------------------------- 0.065 0.627 0.600 0.600 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.186 0.849 0.306 a = climbing down 0.021 0.675 0.284 0.399 b = climbing up 0.020 0.523 0.989 0.684 c = jumping 0.040 0.782 0.779 0.780 d = lying 0.065 0.678 0.755 0.714 e = sitting 0.062 0.604 0.520 0.559 f = standing 0.001 0.993 0.855 0.919 g = running 0.018 0.040 0.004 0.007 h = walking ------------------------------------------------------- 0.049 0.589 0.562 0.546 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.753 0.578 0.654 a = climbing down 0.111 0.416 0.524 0.464 b = climbing up 0.000 0.976 0.970 0.973 c = jumping 0.137 0.408 0.540 0.465 d = lying 0.056 0.680 0.717 0.698 e = sitting 0.090 0.282 0.209 0.240 f = standing 0.002 0.991 0.891 0.938 g = running 0.075 0.541 0.504 0.522 h = walking ------------------------------------------------------- 0.070 0.588 0.576 0.577 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.098 0.406 0.520 0.456 a = climbing down 0.119 0.498 0.677 0.574 b = climbing up 0.020 0.439 0.887 0.588 c = jumping 0.034 0.826 0.977 0.895 d = lying 0.162 0.429 0.719 0.537 e = sitting 0.028 0.254 0.054 0.089 f = standing 0.006 0.853 0.210 0.338 g = running 0.078 0.518 0.497 0.507 h = walking ------------------------------------------------------- 0.074 0.539 0.528 0.487 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.261 0.298 0.825 0.438 a = climbing down 0.036 0.536 0.302 0.387 b = climbing up 0.000 1.000 0.994 0.997 c = jumping 0.042 0.645 0.430 0.516 d = lying 0.069 0.703 0.945 0.806 e = sitting 0.052 0.700 0.693 0.697 f = standing 0.003 0.982 0.851 0.912 g = running 0.011 0.140 0.010 0.019 h = walking ------------------------------------------------------- 0.061 0.590 0.588 0.555 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.231 0.323 0.898 0.475 a = climbing down 0.051 0.537 0.390 0.452 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.009 0.945 0.924 0.934 d = lying 0.113 0.531 0.794 0.637 e = sitting 0.024 0.769 0.485 0.595 f = standing 0.001 0.995 0.785 0.878 g = running 0.017 0.044 0.005 0.008 h = walking ------------------------------------------------------- 0.055 0.615 0.610 0.583 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.042 0.511 0.296 0.375 a = climbing down 0.134 0.527 0.818 0.641 b = climbing up 0.045 0.238 0.920 0.378 c = jumping 0.018 0.861 0.742 0.797 d = lying 0.174 0.350 0.700 0.466 e = sitting 0.077 0.520 0.587 0.551 f = standing 0.014 0.770 0.183 0.296 g = running 0.032 0.686 0.500 0.578 h = walking ------------------------------------------------------- 0.066 0.612 0.530 0.513 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.149 0.327 0.638 0.432 a = climbing down 0.072 0.558 0.647 0.599 b = climbing up 0.003 0.000 0.000 0.000 c = jumping 0.048 0.704 0.731 0.717 d = lying 0.187 0.382 0.834 0.524 e = sitting 0.066 0.166 0.086 0.113 f = standing 0.032 0.829 0.521 0.640 g = running 0.025 0.442 0.122 0.191 h = walking ------------------------------------------------------- 0.073 0.426 0.447 0.402 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.054 0.607 0.655 0.630 a = climbing down 0.099 0.506 0.744 0.603 b = climbing up 0.000 1.000 0.969 0.984 c = jumping 0.028 0.841 0.830 0.835 d = lying 0.073 0.607 0.652 0.629 e = sitting 0.074 0.565 0.536 0.550 f = standing 0.008 0.958 0.943 0.950 g = running 0.029 0.696 0.394 0.503 h = walking ------------------------------------------------------- 0.050 0.698 0.685 0.682 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.102 0.379 0.454 0.413 a = climbing down 0.044 0.662 0.557 0.605 b = climbing up 0.001 0.938 0.508 0.659 c = jumping 0.031 0.801 0.753 0.776 d = lying 0.103 0.501 0.612 0.551 e = sitting 0.078 0.465 0.412 0.437 f = standing 0.013 0.930 0.898 0.914 g = running 0.106 0.343 0.355 0.349 h = walking ------------------------------------------------------- 0.065 0.602 0.587 0.591 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.049 0.305 0.219 0.255 a = climbing down 0.104 0.617 0.536 0.574 b = climbing up 0.000 1.000 0.722 0.839 c = jumping 0.046 0.716 0.774 0.744 d = lying 0.065 0.382 0.265 0.313 e = sitting 0.194 0.295 0.529 0.379 f = standing 0.014 0.826 0.447 0.580 g = running 0.097 0.528 0.700 0.602 h = walking ------------------------------------------------------- 0.084 0.550 0.516 0.516 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.034 0.662 0.537 0.593 a = climbing down 0.108 0.521 0.856 0.648 b = climbing up 0.007 0.719 0.853 0.780 c = jumping 0.007 0.959 0.975 0.967 d = lying 0.105 0.415 0.446 0.430 e = sitting 0.105 0.491 0.598 0.539 f = standing 0.007 0.956 0.698 0.807 g = running 0.023 0.759 0.455 0.569 h = walking ------------------------------------------------------- 0.053 0.695 0.657 0.660 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.085 0.416 0.523 0.464 a = climbing down 0.093 0.528 0.858 0.654 b = climbing up 0.005 0.816 0.983 0.892 c = jumping 0.070 0.483 0.363 0.415 d = lying 0.107 0.233 0.174 0.199 e = sitting 0.183 0.336 0.514 0.406 f = standing 0.030 0.848 0.933 0.889 g = running 0.003 0.913 0.205 0.334 h = walking ------------------------------------------------------- 0.079 0.547 0.503 0.481 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.167 0.307 0.588 0.404 a = climbing down 0.067 0.271 0.149 0.192 b = climbing up 0.000 1.000 0.128 0.227 c = jumping 0.047 0.734 0.740 0.737 d = lying 0.041 0.080 0.021 0.034 e = sitting 0.091 0.307 0.243 0.272 f = standing 0.300 0.350 0.983 0.517 g = running 0.006 0.343 0.018 0.034 h = walking ------------------------------------------------------- 0.097 0.359 0.379 0.308 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.196 0.338 0.777 0.471 a = climbing down 0.010 0.656 0.131 0.219 b = climbing up 0.011 0.620 0.835 0.712 c = jumping 0.008 0.951 0.943 0.947 d = lying 0.121 0.296 0.301 0.298 e = sitting 0.120 0.536 0.806 0.644 f = standing 0.016 0.909 0.960 0.934 g = running 0.010 0.444 0.045 0.082 h = walking ------------------------------------------------------- 0.064 0.598 0.571 0.523 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.088 0.434 0.612 0.508 a = climbing down 0.169 0.406 0.722 0.520 b = climbing up 0.021 0.437 0.732 0.547 c = jumping 0.005 0.971 0.859 0.912 d = lying 0.115 0.505 0.640 0.565 e = sitting 0.069 0.449 0.325 0.377 f = standing 0.008 0.948 0.845 0.893 g = running 0.013 0.391 0.048 0.085 h = walking ------------------------------------------------------- 0.064 0.589 0.577 0.551 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.094 0.304 0.590 0.401 a = climbing down 0.033 0.752 0.645 0.695 b = climbing up 0.010 0.693 0.971 0.809 c = jumping 0.013 0.926 0.910 0.918 d = lying 0.105 0.592 0.845 0.696 e = sitting 0.033 0.698 0.412 0.518 f = standing 0.137 0.546 0.921 0.686 g = running 0.010 0.154 0.009 0.017 h = walking ------------------------------------------------------- 0.056 0.586 0.621 0.573 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.066 0.545 0.609 0.575 a = climbing down 0.173 0.308 0.511 0.384 b = climbing up 0.000 0.700 0.041 0.078 c = jumping 0.029 0.845 0.921 0.881 d = lying 0.094 0.448 0.462 0.455 e = sitting 0.084 0.471 0.446 0.459 f = standing 0.027 0.854 0.892 0.872 g = running 0.023 0.614 0.209 0.312 h = walking ------------------------------------------------------- 0.068 0.594 0.570 0.558 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.263 0.305 0.894 0.455 a = climbing down 0.042 0.637 0.419 0.505 b = climbing up 0.095 0.148 0.921 0.255 c = jumping 0.077 0.665 0.923 0.773 d = lying 0.080 0.357 0.262 0.302 e = sitting 0.092 0.464 0.452 0.458 f = standing 0.002 0.709 0.033 0.062 g = running 0.003 0.087 0.002 0.003 h = walking ------------------------------------------------------- 0.075 0.458 0.421 0.362 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.061 0.621 0.745 0.677 a = climbing down 0.044 0.695 0.738 0.716 b = climbing up 0.015 0.557 0.932 0.697 c = jumping 0.121 0.585 0.968 0.729 d = lying 0.002 0.986 0.949 0.967 e = sitting 0.013 0.804 0.301 0.438 f = standing 0.025 0.859 0.896 0.877 g = running 0.023 0.801 0.529 0.637 h = walking ------------------------------------------------------- 0.040 0.766 0.736 0.721 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.091 0.485 0.695 0.571 a = climbing down 0.065 0.647 0.792 0.712 b = climbing up 0.002 0.932 0.983 0.957 c = jumping 0.010 0.938 0.955 0.946 d = lying 0.057 0.715 0.884 0.791 e = sitting 0.027 0.828 0.803 0.815 f = standing 0.013 0.924 0.792 0.853 g = running 0.019 0.756 0.334 0.464 h = walking ------------------------------------------------------- 0.037 0.774 0.753 0.746 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.032 0.682 0.461 0.550 a = climbing down 0.096 0.624 0.874 0.728 b = climbing up 0.001 0.943 0.880 0.910 c = jumping 0.020 0.839 0.683 0.753 d = lying 0.114 0.503 0.867 0.637 e = sitting 0.091 0.524 0.713 0.604 f = standing 0.009 0.906 0.329 0.483 g = running 0.033 0.770 0.813 0.791 h = walking ------------------------------------------------------- 0.052 0.714 0.655 0.642 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.122 0.396 0.698 0.506 a = climbing down 0.198 0.358 0.789 0.493 b = climbing up 0.005 0.723 0.679 0.700 c = jumping 0.050 0.619 0.519 0.565 d = lying 0.096 0.478 0.632 0.544 e = sitting 0.082 0.436 0.412 0.424 f = standing 0.015 0.899 0.453 0.602 g = running 0.020 0.080 0.010 0.018 h = walking ------------------------------------------------------- 0.072 0.512 0.486 0.462 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.821 0.556 0.663 a = climbing down 0.093 0.513 0.721 0.599 b = climbing up 0.002 0.901 0.988 0.942 c = jumping 0.093 0.597 0.789 0.680 d = lying 0.059 0.731 0.928 0.818 e = sitting 0.020 0.760 0.349 0.478 f = standing 0.005 0.969 0.929 0.948 g = running 0.053 0.658 0.601 0.628 h = walking ------------------------------------------------------- 0.047 0.729 0.706 0.697 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.124 0.391 0.580 0.467 a = climbing down 0.122 0.489 0.748 0.592 b = climbing up 0.001 0.965 0.938 0.951 c = jumping 0.055 0.705 0.784 0.742 d = lying 0.035 0.707 0.498 0.584 e = sitting 0.108 0.479 0.600 0.533 f = standing 0.001 0.982 0.421 0.590 g = running 0.011 0.897 0.588 0.710 h = walking ------------------------------------------------------- 0.061 0.682 0.605 0.611 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.074 0.457 0.636 0.532 a = climbing down 0.042 0.796 0.520 0.629 b = climbing up 0.002 0.873 0.838 0.855 c = jumping 0.054 0.289 0.149 0.196 d = lying 0.048 0.757 0.982 0.855 e = sitting 0.162 0.431 0.796 0.559 f = standing 0.004 0.937 0.444 0.602 g = running 0.046 0.752 0.891 0.816 h = walking ------------------------------------------------------- 0.058 0.659 0.626 0.610 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.042 0.632 0.580 0.605 a = climbing down 0.047 0.652 0.640 0.646 b = climbing up 0.001 0.969 0.887 0.926 c = jumping 0.042 0.781 0.921 0.845 d = lying 0.073 0.684 0.939 0.792 e = sitting 0.026 0.808 0.651 0.721 f = standing 0.007 0.958 0.718 0.821 g = running 0.049 0.716 0.757 0.736 h = walking ------------------------------------------------------- 0.038 0.766 0.753 0.751 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.046 0.523 0.438 0.477 a = climbing down 0.040 0.543 0.393 0.456 b = climbing up 0.003 0.886 0.916 0.901 c = jumping 0.014 0.879 0.568 0.690 d = lying 0.047 0.768 0.846 0.805 e = sitting 0.079 0.649 0.807 0.720 f = standing 0.036 0.827 0.964 0.891 g = running 0.074 0.636 0.728 0.679 h = walking ------------------------------------------------------- 0.048 0.709 0.708 0.699 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.017 0.806 0.558 0.660 a = climbing down 0.103 0.592 0.899 0.714 b = climbing up 0.000 0.992 0.734 0.844 c = jumping 0.026 0.641 0.265 0.375 d = lying 0.037 0.789 0.827 0.807 e = sitting 0.099 0.507 0.616 0.556 f = standing 0.047 0.680 0.603 0.640 g = running 0.094 0.564 0.680 0.617 h = walking ------------------------------------------------------- 0.061 0.655 0.638 0.626 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.024 0.781 0.672 0.722 a = climbing down 0.040 0.747 0.775 0.761 b = climbing up 0.001 0.947 0.895 0.920 c = jumping 0.033 0.815 0.846 0.831 d = lying 0.040 0.788 0.882 0.833 e = sitting 0.040 0.731 0.624 0.673 f = standing 0.007 0.962 0.988 0.975 g = running 0.045 0.755 0.791 0.773 h = walking ------------------------------------------------------- 0.032 0.801 0.803 0.800 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.036 0.663 0.654 0.659 a = climbing down 0.047 0.706 0.705 0.705 b = climbing up 0.001 0.962 0.912 0.936 c = jumping 0.018 0.898 0.910 0.904 d = lying 0.076 0.690 0.920 0.789 e = sitting 0.023 0.797 0.514 0.625 f = standing 0.013 0.925 0.991 0.957 g = running 0.043 0.739 0.693 0.715 h = walking ------------------------------------------------------- 0.036 0.783 0.779 0.774 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.035 0.317 0.234 0.269 a = climbing down 0.060 0.601 0.588 0.594 b = climbing up 0.003 0.879 0.905 0.892 c = jumping 0.019 0.885 0.811 0.846 d = lying 0.031 0.844 0.939 0.889 e = sitting 0.022 0.878 0.843 0.860 f = standing 0.097 0.644 0.983 0.778 g = running 0.001 0.990 0.637 0.776 h = walking ------------------------------------------------------- 0.037 0.783 0.768 0.763 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.729 0.424 0.536 a = climbing down 0.180 0.417 0.857 0.561 b = climbing up 0.000 1.000 0.841 0.914 c = jumping 0.007 0.954 0.780 0.858 d = lying 0.048 0.736 0.808 0.770 e = sitting 0.062 0.698 0.843 0.764 f = standing 0.005 0.967 0.884 0.924 g = running 0.050 0.276 0.109 0.156 h = walking ------------------------------------------------------- 0.051 0.692 0.679 0.663 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.199 0.354 0.846 0.499 a = climbing down 0.071 0.574 0.547 0.560 b = climbing up 0.001 0.948 0.974 0.961 c = jumping 0.064 0.374 0.231 0.286 d = lying 0.081 0.551 0.586 0.568 e = sitting 0.160 0.260 0.323 0.288 f = standing 0.001 0.993 0.834 0.907 g = running 0.014 0.505 0.084 0.144 h = walking ------------------------------------------------------- 0.080 0.525 0.489 0.470 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.068 0.518 0.539 0.528 a = climbing down 0.007 0.879 0.383 0.534 b = climbing up 0.007 0.592 0.453 0.513 c = jumping 0.129 0.519 0.795 0.628 d = lying 0.006 0.962 0.909 0.935 e = sitting 0.049 0.468 0.246 0.322 f = standing 0.171 0.501 0.995 0.666 g = running 0.051 0.379 0.179 0.243 h = walking ------------------------------------------------------- 0.069 0.598 0.582 0.551 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.117 0.276 0.365 0.314 a = climbing down 0.066 0.648 0.808 0.719 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.107 0.568 0.858 0.684 d = lying 0.055 0.720 0.884 0.793 e = sitting 0.022 0.686 0.302 0.419 f = standing 0.032 0.835 0.790 0.812 g = running 0.057 0.307 0.141 0.193 h = walking ------------------------------------------------------- 0.061 0.598 0.605 0.579 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.146 0.317 0.453 0.373 a = climbing down 0.071 0.610 0.612 0.611 b = climbing up 0.001 0.942 0.967 0.954 c = jumping 0.055 0.659 0.697 0.677 d = lying 0.167 0.442 0.985 0.610 e = sitting 0.037 0.603 0.396 0.478 f = standing 0.001 0.992 0.386 0.556 g = running 0.047 0.484 0.319 0.384 h = walking ------------------------------------------------------- 0.067 0.626 0.543 0.539 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.112 0.310 0.438 0.363 a = climbing down 0.049 0.669 0.704 0.686 b = climbing up 0.000 0.985 0.400 0.569 c = jumping 0.068 0.489 0.417 0.450 d = lying 0.125 0.483 0.843 0.614 e = sitting 0.097 0.424 0.465 0.443 f = standing 0.028 0.852 0.552 0.670 g = running 0.057 0.503 0.351 0.413 h = walking ------------------------------------------------------- 0.069 0.576 0.534 0.536 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.064 0.491 0.475 0.483 a = climbing down 0.115 0.417 0.592 0.490 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.097 0.553 0.670 0.606 d = lying 0.055 0.739 0.883 0.805 e = sitting 0.055 0.529 0.338 0.413 f = standing 0.002 0.990 0.940 0.964 g = running 0.071 0.413 0.287 0.339 h = walking ------------------------------------------------------- 0.057 0.516 0.523 0.512 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.097 0.462 0.603 0.523 a = climbing down 0.089 0.541 0.674 0.601 b = climbing up 0.004 0.825 0.955 0.885 c = jumping 0.049 0.686 0.644 0.664 d = lying 0.039 0.767 0.770 0.769 e = sitting 0.063 0.623 0.632 0.628 f = standing 0.021 0.888 0.889 0.889 g = running 0.012 0.847 0.424 0.565 h = walking ------------------------------------------------------- 0.050 0.699 0.676 0.676 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.068 0.478 0.635 0.546 a = climbing down 0.169 0.519 0.585 0.550 b = climbing up 0.000 1.000 0.539 0.700 c = jumping 0.107 0.369 0.422 0.394 d = lying 0.129 0.481 0.785 0.597 e = sitting 0.104 0.181 0.149 0.164 f = standing 0.009 0.687 0.141 0.234 g = running 0.098 0.187 0.146 0.164 h = walking ------------------------------------------------------- 0.105 0.432 0.421 0.395 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.130 0.390 0.670 0.494 a = climbing down 0.063 0.487 0.436 0.460 b = climbing up 0.001 0.951 0.554 0.700 c = jumping 0.049 0.697 0.696 0.696 d = lying 0.090 0.624 0.898 0.736 e = sitting 0.067 0.566 0.520 0.542 f = standing 0.006 0.963 0.716 0.821 g = running 0.067 0.253 0.139 0.180 h = walking ------------------------------------------------------- 0.062 0.600 0.589 0.580 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.145 0.289 0.512 0.369 a = climbing down 0.023 0.383 0.119 0.181 b = climbing up 0.003 0.807 0.527 0.638 c = jumping 0.053 0.565 0.384 0.457 d = lying 0.097 0.637 0.910 0.750 e = sitting 0.067 0.600 0.560 0.579 f = standing 0.005 0.973 0.959 0.966 g = running 0.051 0.705 0.688 0.696 h = walking ------------------------------------------------------- 0.060 0.622 0.615 0.601 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.064 0.355 0.279 0.312 a = climbing down 0.078 0.628 0.793 0.701 b = climbing up 0.006 0.739 0.773 0.756 c = jumping 0.057 0.619 0.524 0.567 d = lying 0.053 0.732 0.876 0.798 e = sitting 0.083 0.486 0.475 0.481 f = standing 0.008 0.944 0.791 0.861 g = running 0.071 0.615 0.643 0.629 h = walking ------------------------------------------------------- 0.058 0.635 0.638 0.632 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.111 0.285 0.346 0.313 a = climbing down 0.121 0.494 0.784 0.606 b = climbing up 0.000 0.966 0.635 0.766 c = jumping 0.028 0.848 0.905 0.876 d = lying 0.094 0.613 0.875 0.721 e = sitting 0.027 0.712 0.388 0.502 f = standing 0.013 0.926 0.989 0.957 g = running 0.012 0.744 0.205 0.321 h = walking ------------------------------------------------------- 0.054 0.682 0.647 0.625 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.119 0.315 0.495 0.385 a = climbing down 0.082 0.532 0.583 0.556 b = climbing up 0.085 0.189 0.868 0.310 c = jumping 0.016 0.890 0.759 0.819 d = lying 0.070 0.663 0.746 0.702 e = sitting 0.075 0.576 0.593 0.584 f = standing 0.006 0.919 0.405 0.562 g = running 0.020 0.781 0.398 0.527 h = walking ------------------------------------------------------- 0.053 0.675 0.581 0.596 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.166 0.229 0.709 0.346 a = climbing down 0.005 0.879 0.226 0.360 b = climbing up 0.005 0.821 0.947 0.880 c = jumping 0.011 0.922 0.728 0.814 d = lying 0.169 0.513 0.974 0.672 e = sitting 0.015 0.730 0.227 0.347 f = standing 0.107 0.616 0.956 0.749 g = running 0.046 0.062 0.015 0.025 h = walking ------------------------------------------------------- 0.065 0.588 0.543 0.491 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.155 0.059 0.085 a = climbing down 0.190 0.299 0.541 0.385 b = climbing up 0.037 0.350 0.988 0.517 c = jumping 0.061 0.664 0.692 0.678 d = lying 0.018 0.620 0.180 0.279 e = sitting 0.188 0.373 0.658 0.476 f = standing 0.001 0.438 0.005 0.011 g = running 0.158 0.367 0.523 0.431 h = walking ------------------------------------------------------- 0.093 0.425 0.399 0.345 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.059 0.610 0.712 0.657 a = climbing down 0.051 0.672 0.600 0.634 b = climbing up 0.000 1.000 0.810 0.895 c = jumping 0.019 0.680 0.241 0.356 d = lying 0.084 0.541 0.575 0.557 e = sitting 0.175 0.314 0.459 0.373 f = standing 0.020 0.877 0.899 0.888 g = running 0.064 0.647 0.691 0.668 h = walking ------------------------------------------------------- 0.067 0.624 0.596 0.592 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.068 0.625 0.844 0.718 a = climbing down 0.043 0.624 0.531 0.574 b = climbing up 0.024 0.473 0.994 0.641 c = jumping 0.001 0.993 0.993 0.993 d = lying 0.022 0.857 0.771 0.811 e = sitting 0.039 0.795 0.870 0.831 f = standing 0.001 0.995 0.822 0.900 g = running 0.044 0.706 0.610 0.655 h = walking ------------------------------------------------------- 0.030 0.803 0.787 0.788 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.898 0.855 0.876 a = climbing down 0.063 0.642 0.748 0.691 b = climbing up 0.000 0.979 1.000 0.989 c = jumping 0.040 0.798 0.977 0.878 d = lying 0.034 0.775 0.731 0.752 e = sitting 0.043 0.722 0.685 0.703 f = standing 0.000 0.997 0.789 0.881 g = running 0.042 0.769 0.780 0.775 h = walking ------------------------------------------------------- 0.032 0.808 0.798 0.799 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.085 0.459 0.480 0.470 a = climbing down 0.186 0.400 0.677 0.503 b = climbing up 0.002 0.887 0.993 0.937 c = jumping 0.019 0.869 0.813 0.840 d = lying 0.091 0.501 0.685 0.578 e = sitting 0.069 0.524 0.541 0.532 f = standing 0.038 0.778 0.522 0.625 g = running 0.037 0.069 0.020 0.031 h = walking ------------------------------------------------------- 0.074 0.541 0.547 0.530 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.074 0.546 0.785 0.644 a = climbing down 0.021 0.751 0.454 0.566 b = climbing up 0.001 0.910 0.657 0.763 c = jumping 0.043 0.701 0.650 0.675 d = lying 0.113 0.457 0.685 0.548 e = sitting 0.124 0.429 0.607 0.503 f = standing 0.008 0.950 0.519 0.671 g = running 0.077 0.548 0.571 0.560 h = walking ------------------------------------------------------- 0.059 0.664 0.598 0.605 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.036 0.697 0.640 0.667 a = climbing down 0.077 0.549 0.690 0.612 b = climbing up 0.003 0.876 0.914 0.894 c = jumping 0.005 0.970 0.967 0.968 d = lying 0.072 0.667 0.837 0.743 e = sitting 0.032 0.776 0.617 0.687 f = standing 0.003 0.983 0.925 0.953 g = running 0.045 0.697 0.606 0.648 h = walking ------------------------------------------------------- 0.037 0.775 0.764 0.765 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.022 0.763 0.520 0.618 a = climbing down 0.032 0.532 0.237 0.328 b = climbing up 0.082 0.192 0.983 0.321 c = jumping 0.018 0.898 0.946 0.922 d = lying 0.059 0.561 0.450 0.499 e = sitting 0.091 0.529 0.618 0.570 f = standing 0.004 0.947 0.402 0.565 g = running 0.164 0.450 0.859 0.590 h = walking ------------------------------------------------------- 0.056 0.665 0.582 0.580 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.023 0.712 0.572 0.634 a = climbing down 0.122 0.605 0.598 0.601 b = climbing up 0.000 1.000 0.900 0.947 c = jumping 0.042 0.590 0.413 0.486 d = lying 0.063 0.653 0.785 0.713 e = sitting 0.164 0.370 0.627 0.466 f = standing 0.003 0.977 0.974 0.975 g = running 0.020 0.780 0.445 0.567 h = walking ------------------------------------------------------- 0.070 0.665 0.633 0.635 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.982 0.449 0.617 a = climbing down 0.111 0.520 0.881 0.654 b = climbing up 0.010 0.672 0.978 0.796 c = jumping 0.011 0.938 0.982 0.959 d = lying 0.125 0.473 0.676 0.557 e = sitting 0.087 0.407 0.356 0.380 f = standing 0.003 0.981 0.670 0.796 g = running 0.027 0.793 0.651 0.715 h = walking ------------------------------------------------------- 0.050 0.732 0.674 0.677 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.751 0.775 0.763 a = climbing down 0.070 0.578 0.788 0.667 b = climbing up 0.000 0.984 0.984 0.984 c = jumping 0.005 0.968 0.854 0.907 d = lying 0.070 0.552 0.462 0.503 e = sitting 0.108 0.546 0.723 0.622 f = standing 0.010 0.947 0.966 0.956 g = running 0.010 0.916 0.604 0.728 h = walking ------------------------------------------------------- 0.042 0.763 0.740 0.742 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.869 0.511 0.644 a = climbing down 0.087 0.525 0.575 0.549 b = climbing up 0.000 0.974 0.635 0.769 c = jumping 0.003 0.983 0.938 0.960 d = lying 0.102 0.540 0.722 0.618 e = sitting 0.058 0.532 0.399 0.456 f = standing 0.011 0.937 0.968 0.952 g = running 0.089 0.582 0.696 0.634 h = walking ------------------------------------------------------- 0.052 0.711 0.692 0.691 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.064 0.585 0.699 0.637 a = climbing down 0.050 0.653 0.619 0.636 b = climbing up 0.009 0.663 0.771 0.713 c = jumping 0.001 0.995 0.979 0.987 d = lying 0.102 0.559 0.763 0.645 e = sitting 0.044 0.630 0.430 0.511 f = standing 0.005 0.967 0.939 0.953 g = running 0.033 0.784 0.687 0.732 h = walking ------------------------------------------------------- 0.041 0.744 0.734 0.733 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.749 0.379 0.503 a = climbing down 0.197 0.396 0.816 0.534 b = climbing up 0.039 0.370 0.990 0.539 c = jumping 0.001 0.993 0.917 0.953 d = lying 0.107 0.509 0.605 0.553 e = sitting 0.079 0.456 0.381 0.415 f = standing 0.000 1.000 0.724 0.840 g = running 0.039 0.452 0.184 0.261 h = walking ------------------------------------------------------- 0.064 0.638 0.587 0.581 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.198 0.183 0.635 0.284 a = climbing down 0.020 0.807 0.533 0.642 b = climbing up 0.005 0.784 0.833 0.808 c = jumping 0.003 0.949 0.255 0.402 d = lying 0.092 0.521 0.554 0.537 e = sitting 0.205 0.307 0.498 0.380 f = standing 0.040 0.816 0.980 0.890 g = running 0.010 0.655 0.100 0.174 h = walking ------------------------------------------------------- 0.069 0.643 0.498 0.489 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.801 0.612 0.693 a = climbing down 0.062 0.551 0.508 0.529 b = climbing up 0.000 1.000 0.863 0.927 c = jumping 0.008 0.949 0.842 0.892 d = lying 0.086 0.577 0.715 0.639 e = sitting 0.073 0.554 0.534 0.544 f = standing 0.005 0.969 0.890 0.928 g = running 0.081 0.635 0.809 0.712 h = walking ------------------------------------------------------- 0.047 0.728 0.712 0.715 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.065 0.586 0.714 0.643 a = climbing down 0.058 0.732 0.903 0.808 b = climbing up 0.000 0.987 0.987 0.987 c = jumping 0.028 0.831 0.824 0.827 d = lying 0.026 0.716 0.391 0.506 e = sitting 0.123 0.510 0.733 0.601 f = standing 0.007 0.930 0.592 0.724 g = running 0.029 0.821 0.778 0.799 h = walking ------------------------------------------------------- 0.047 0.739 0.711 0.708 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.093 0.566 0.900 0.695 a = climbing down 0.077 0.583 0.786 0.670 b = climbing up 0.045 0.315 0.988 0.478 c = jumping 0.011 0.931 0.888 0.909 d = lying 0.130 0.533 0.853 0.656 e = sitting 0.014 0.796 0.312 0.448 f = standing 0.011 0.905 0.624 0.739 g = running 0.018 0.666 0.209 0.318 h = walking ------------------------------------------------------- 0.048 0.712 0.649 0.628 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.012 0.899 0.870 0.884 a = climbing down 0.028 0.803 0.745 0.773 b = climbing up 0.000 0.977 0.934 0.955 c = jumping 0.034 0.808 0.878 0.842 d = lying 0.042 0.772 0.886 0.825 e = sitting 0.027 0.823 0.762 0.792 f = standing 0.013 0.923 0.794 0.854 g = running 0.045 0.774 0.851 0.811 h = walking ------------------------------------------------------- 0.028 0.832 0.828 0.828 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.089 0.380 0.366 0.373 a = climbing down 0.184 0.430 0.763 0.550 b = climbing up 0.000 1.000 0.517 0.682 c = jumping 0.092 0.590 0.869 0.702 d = lying 0.118 0.509 0.914 0.654 e = sitting 0.020 0.709 0.345 0.464 f = standing 0.016 0.879 0.443 0.589 g = running 0.016 0.378 0.070 0.118 h = walking ------------------------------------------------------- 0.074 0.582 0.538 0.506 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.057 0.560 0.643 0.599 a = climbing down 0.053 0.670 0.772 0.717 b = climbing up 0.000 1.000 0.822 0.903 c = jumping 0.014 0.892 0.748 0.814 d = lying 0.130 0.483 0.879 0.623 e = sitting 0.050 0.710 0.800 0.752 f = standing 0.009 0.947 0.534 0.683 g = running 0.025 0.816 0.663 0.731 h = walking ------------------------------------------------------- 0.042 0.761 0.704 0.709 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.756 0.609 0.674 a = climbing down 0.117 0.417 0.618 0.498 b = climbing up 0.006 0.769 0.952 0.851 c = jumping 0.018 0.900 0.913 0.907 d = lying 0.053 0.606 0.478 0.535 e = sitting 0.089 0.588 0.707 0.642 f = standing 0.010 0.943 0.904 0.923 g = running 0.054 0.581 0.438 0.500 h = walking ------------------------------------------------------- 0.050 0.693 0.678 0.679 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.031 0.711 0.564 0.629 a = climbing down 0.073 0.626 0.784 0.696 b = climbing up 0.001 0.950 0.853 0.899 c = jumping 0.017 0.873 0.720 0.789 d = lying 0.047 0.722 0.723 0.723 e = sitting 0.066 0.650 0.749 0.696 f = standing 0.024 0.877 0.899 0.888 g = running 0.041 0.720 0.679 0.699 h = walking ------------------------------------------------------- 0.042 0.748 0.740 0.740 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.805 0.691 0.744 a = climbing down 0.040 0.798 0.509 0.621 b = climbing up 0.001 0.963 0.891 0.925 c = jumping 0.065 0.569 0.578 0.573 d = lying 0.086 0.514 0.601 0.554 e = sitting 0.120 0.426 0.579 0.491 f = standing 0.011 0.930 0.972 0.951 g = running 0.051 0.717 0.836 0.772 h = walking ------------------------------------------------------- 0.055 0.691 0.665 0.667 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.066 0.631 0.901 0.742 a = climbing down 0.046 0.645 0.614 0.629 b = climbing up 0.048 0.302 0.978 0.461 c = jumping 0.014 0.918 0.977 0.946 d = lying 0.102 0.589 0.873 0.703 e = sitting 0.024 0.829 0.680 0.747 f = standing 0.001 0.995 0.457 0.626 g = running 0.024 0.787 0.552 0.649 h = walking ------------------------------------------------------- 0.037 0.776 0.713 0.712 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.053 0.607 0.709 0.654 a = climbing down 0.015 0.827 0.580 0.682 b = climbing up 0.000 0.994 0.946 0.970 c = jumping 0.018 0.891 0.832 0.860 d = lying 0.058 0.590 0.452 0.512 e = sitting 0.104 0.566 0.759 0.649 f = standing 0.034 0.839 0.972 0.901 g = running 0.030 0.814 0.743 0.777 h = walking ------------------------------------------------------- 0.045 0.741 0.732 0.729 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.403 0.136 0.203 a = climbing down 0.273 0.352 0.894 0.506 b = climbing up 0.018 0.487 0.829 0.613 c = jumping 0.011 0.915 0.669 0.773 d = lying 0.056 0.615 0.534 0.571 e = sitting 0.112 0.521 0.733 0.609 f = standing 0.011 0.693 0.147 0.243 g = running 0.023 0.813 0.559 0.662 h = walking ------------------------------------------------------- 0.072 0.623 0.544 0.524 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.958 0.732 0.830 a = climbing down 0.031 0.807 0.849 0.828 b = climbing up 0.000 0.982 0.927 0.953 c = jumping 0.019 0.900 0.976 0.937 d = lying 0.047 0.738 0.787 0.762 e = sitting 0.034 0.769 0.659 0.710 f = standing 0.007 0.961 0.992 0.976 g = running 0.037 0.808 0.893 0.849 h = walking ------------------------------------------------------- 0.026 0.849 0.846 0.844 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.021 0.669 0.388 0.491 a = climbing down 0.143 0.503 0.913 0.649 b = climbing up 0.000 0.978 0.938 0.958 c = jumping 0.005 0.966 0.812 0.882 d = lying 0.154 0.510 0.870 0.643 e = sitting 0.036 0.525 0.230 0.319 f = standing 0.001 0.997 0.986 0.991 g = running 0.021 0.773 0.408 0.535 h = walking ------------------------------------------------------- 0.055 0.713 0.674 0.656 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.075 0.315 0.493 0.385 a = climbing down 0.010 0.834 0.311 0.453 b = climbing up 0.000 1.000 0.641 0.781 c = jumping 0.005 0.970 0.946 0.958 d = lying 0.138 0.543 0.911 0.680 e = sitting 0.010 0.831 0.268 0.405 f = standing 0.071 0.713 0.987 0.828 g = running 0.028 0.860 0.870 0.865 h = walking ------------------------------------------------------- 0.045 0.766 0.708 0.686 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.020 0.806 0.656 0.723 a = climbing down 0.026 0.779 0.614 0.687 b = climbing up 0.001 0.923 0.856 0.888 c = jumping 0.010 0.940 0.890 0.915 d = lying 0.090 0.573 0.733 0.643 e = sitting 0.055 0.628 0.546 0.584 f = standing 0.014 0.917 0.887 0.902 g = running 0.065 0.712 0.916 0.801 h = walking ------------------------------------------------------- 0.040 0.769 0.758 0.757 Weighted Avg. Run: 5 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.073 0.544 0.670 0.600 a = climbing down 0.104 0.529 0.675 0.593 b = climbing up 0.000 0.957 0.147 0.254 c = jumping 0.028 0.800 0.681 0.736 d = lying 0.095 0.509 0.578 0.541 e = sitting 0.101 0.414 0.409 0.411 f = standing 0.022 0.849 0.744 0.793 g = running 0.039 0.705 0.548 0.617 h = walking ------------------------------------------------------- 0.065 0.627 0.604 0.605 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.011 0.905 0.807 0.853 a = climbing down 0.108 0.513 0.830 0.634 b = climbing up 0.023 0.477 0.988 0.643 c = jumping 0.046 0.761 0.847 0.802 d = lying 0.028 0.830 0.779 0.804 e = sitting 0.051 0.689 0.647 0.668 f = standing 0.007 0.955 0.842 0.895 g = running 0.029 0.707 0.396 0.508 h = walking ------------------------------------------------------- 0.039 0.763 0.736 0.735 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.865 0.860 0.863 a = climbing down 0.051 0.678 0.714 0.696 b = climbing up 0.001 0.963 1.000 0.981 c = jumping 0.020 0.881 0.920 0.900 d = lying 0.048 0.737 0.838 0.784 e = sitting 0.033 0.793 0.792 0.793 f = standing 0.007 0.959 0.798 0.871 g = running 0.039 0.779 0.759 0.769 h = walking ------------------------------------------------------- 0.030 0.820 0.814 0.815 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.026 0.807 0.727 0.765 a = climbing down 0.121 0.585 0.932 0.719 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.032 0.808 0.873 0.839 d = lying 0.182 0.340 0.701 0.458 e = sitting 0.063 0.430 0.338 0.378 f = standing 0.004 0.963 0.388 0.554 g = running 0.015 0.765 0.349 0.479 h = walking ------------------------------------------------------- 0.058 0.700 0.615 0.609 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.099 0.519 0.935 0.667 a = climbing down 0.010 0.893 0.566 0.693 b = climbing up 0.000 0.988 0.988 0.988 c = jumping 0.048 0.730 0.836 0.779 d = lying 0.108 0.496 0.770 0.604 e = sitting 0.075 0.515 0.521 0.518 f = standing 0.012 0.930 0.556 0.696 g = running 0.044 0.653 0.498 0.565 h = walking ------------------------------------------------------- 0.050 0.711 0.654 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.146 0.418 0.818 0.553 a = climbing down 0.032 0.582 0.330 0.421 b = climbing up 0.010 0.668 0.981 0.795 c = jumping 0.049 0.737 0.782 0.759 d = lying 0.052 0.706 0.715 0.710 e = sitting 0.060 0.632 0.570 0.599 f = standing 0.011 0.935 0.891 0.913 g = running 0.022 0.793 0.492 0.607 h = walking ------------------------------------------------------- 0.049 0.699 0.669 0.666 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.162 0.401 0.785 0.530 a = climbing down 0.050 0.510 0.331 0.402 b = climbing up 0.001 0.963 0.908 0.935 c = jumping 0.067 0.669 0.812 0.734 d = lying 0.078 0.531 0.523 0.527 e = sitting 0.057 0.488 0.327 0.391 f = standing 0.109 0.616 0.906 0.733 g = running 0.009 0.077 0.005 0.009 h = walking ------------------------------------------------------- 0.074 0.487 0.542 0.493 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.669 0.525 0.589 a = climbing down 0.186 0.379 0.366 0.372 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.123 0.355 0.457 0.399 d = lying 0.042 0.503 0.281 0.360 e = sitting 0.193 0.298 0.532 0.382 f = standing 0.031 0.817 0.973 0.888 g = running 0.057 0.336 0.183 0.237 h = walking ------------------------------------------------------- 0.082 0.420 0.415 0.403 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.932 0.592 0.724 a = climbing down 0.046 0.709 0.813 0.757 b = climbing up 0.001 0.963 0.995 0.978 c = jumping 0.016 0.911 0.984 0.946 d = lying 0.123 0.518 0.796 0.628 e = sitting 0.038 0.640 0.406 0.497 f = standing 0.007 0.961 0.752 0.844 g = running 0.043 0.778 0.933 0.848 h = walking ------------------------------------------------------- 0.038 0.786 0.760 0.757 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.012 0.851 0.617 0.715 a = climbing down 0.044 0.662 0.712 0.686 b = climbing up 0.000 1.000 0.941 0.969 c = jumping 0.041 0.787 0.842 0.814 d = lying 0.068 0.535 0.419 0.470 e = sitting 0.105 0.472 0.524 0.496 f = standing 0.033 0.844 0.978 0.906 g = running 0.028 0.847 0.872 0.860 h = walking ------------------------------------------------------- 0.048 0.715 0.717 0.712 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.083 0.441 0.520 0.477 a = climbing down 0.093 0.477 0.511 0.493 b = climbing up 0.000 1.000 0.669 0.801 c = jumping 0.028 0.717 0.404 0.517 d = lying 0.088 0.468 0.464 0.466 e = sitting 0.154 0.366 0.537 0.435 f = standing 0.015 0.891 0.749 0.814 g = running 0.060 0.660 0.656 0.658 h = walking ------------------------------------------------------- 0.072 0.588 0.552 0.559 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.047 0.618 0.589 0.603 a = climbing down 0.113 0.486 0.712 0.578 b = climbing up 0.000 0.993 0.802 0.888 c = jumping 0.015 0.876 0.634 0.736 d = lying 0.132 0.503 0.785 0.613 e = sitting 0.088 0.320 0.241 0.275 f = standing 0.007 0.959 0.993 0.976 g = running 0.026 0.751 0.447 0.560 h = walking ------------------------------------------------------- 0.059 0.656 0.631 0.626 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.801 0.510 0.623 a = climbing down 0.216 0.384 0.844 0.528 b = climbing up 0.004 0.836 0.979 0.902 c = jumping 0.008 0.946 0.777 0.853 d = lying 0.133 0.509 0.749 0.606 e = sitting 0.054 0.298 0.133 0.184 f = standing 0.039 0.802 0.966 0.877 g = running 0.018 0.354 0.055 0.095 h = walking ------------------------------------------------------- 0.069 0.580 0.583 0.540 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.047 0.455 0.564 0.504 a = climbing down 0.191 0.267 0.451 0.335 b = climbing up 0.004 0.835 0.874 0.854 c = jumping 0.042 0.806 0.952 0.873 d = lying 0.093 0.564 0.664 0.610 e = sitting 0.054 0.543 0.348 0.424 f = standing 0.042 0.809 0.984 0.888 g = running 0.024 0.118 0.016 0.028 h = walking ------------------------------------------------------- 0.068 0.522 0.572 0.531 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.041 0.714 0.783 0.747 a = climbing down 0.115 0.516 0.815 0.632 b = climbing up 0.000 1.000 0.793 0.884 c = jumping 0.058 0.721 0.857 0.783 d = lying 0.069 0.580 0.575 0.577 e = sitting 0.079 0.497 0.456 0.476 f = standing 0.006 0.966 0.893 0.928 g = running 0.009 0.878 0.369 0.520 h = walking ------------------------------------------------------- 0.052 0.707 0.676 0.670 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.015 0.833 0.569 0.676 a = climbing down 0.151 0.400 0.695 0.507 b = climbing up 0.000 0.973 0.738 0.840 c = jumping 0.046 0.555 0.331 0.415 d = lying 0.106 0.471 0.545 0.505 e = sitting 0.152 0.239 0.265 0.251 f = standing 0.016 0.910 0.994 0.950 g = running 0.064 0.471 0.327 0.386 h = walking ------------------------------------------------------- 0.078 0.553 0.527 0.525 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.038 0.780 0.773 0.776 a = climbing down 0.043 0.000 0.000 0.000 b = climbing up 0.000 0.981 0.970 0.975 c = jumping 0.016 0.930 0.914 0.922 d = lying 0.048 0.784 0.791 0.788 e = sitting 0.036 0.832 0.794 0.813 f = standing 0.001 0.991 1.000 0.995 g = running 0.034 0.810 0.661 0.728 h = walking ------------------------------------------------------- 0.027 0.764 0.738 0.750 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.021 0.825 0.814 0.819 a = climbing down 0.098 0.543 0.770 0.637 b = climbing up 0.000 1.000 0.978 0.989 c = jumping 0.093 0.583 0.797 0.674 d = lying 0.070 0.593 0.636 0.614 e = sitting 0.048 0.546 0.355 0.430 f = standing 0.002 0.987 0.794 0.880 g = running 0.036 0.743 0.587 0.656 h = walking ------------------------------------------------------- 0.050 0.702 0.683 0.681 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.144 0.300 0.410 0.346 a = climbing down 0.130 0.342 0.370 0.355 b = climbing up 0.002 0.885 0.965 0.924 c = jumping 0.044 0.555 0.362 0.438 d = lying 0.179 0.372 0.797 0.507 e = sitting 0.084 0.372 0.350 0.361 f = standing 0.003 0.971 0.350 0.514 g = running 0.062 0.499 0.451 0.474 h = walking ------------------------------------------------------- 0.084 0.528 0.436 0.439 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.698 0.683 0.690 a = climbing down 0.111 0.395 0.517 0.447 b = climbing up 0.002 0.917 0.976 0.946 c = jumping 0.075 0.571 0.649 0.607 d = lying 0.134 0.465 0.834 0.597 e = sitting 0.066 0.435 0.329 0.375 f = standing 0.001 0.990 0.528 0.689 g = running 0.071 0.520 0.470 0.493 h = walking ------------------------------------------------------- 0.063 0.626 0.569 0.572 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.081 0.525 0.703 0.601 a = climbing down 0.134 0.312 0.446 0.367 b = climbing up 0.000 0.976 0.759 0.854 c = jumping 0.052 0.595 0.433 0.501 d = lying 0.085 0.615 0.800 0.695 e = sitting 0.084 0.542 0.550 0.546 f = standing 0.007 0.960 0.936 0.948 g = running 0.048 0.303 0.122 0.174 h = walking ------------------------------------------------------- 0.066 0.569 0.575 0.560 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.080 0.148 0.101 0.120 a = climbing down 0.143 0.205 0.239 0.221 b = climbing up 0.001 0.934 0.983 0.958 c = jumping 0.015 0.690 0.197 0.307 d = lying 0.096 0.453 0.469 0.461 e = sitting 0.183 0.349 0.593 0.440 f = standing 0.001 0.995 0.892 0.940 g = running 0.155 0.183 0.224 0.201 h = walking ------------------------------------------------------- 0.092 0.462 0.418 0.414 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.040 0.659 0.776 0.712 a = climbing down 0.050 0.653 0.305 0.416 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.069 0.562 0.602 0.582 d = lying 0.068 0.639 0.793 0.708 e = sitting 0.112 0.455 0.609 0.521 f = standing 0.025 0.849 0.977 0.909 g = running 0.070 0.618 0.731 0.669 h = walking ------------------------------------------------------- 0.054 0.554 0.599 0.565 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.070 0.564 0.732 0.637 a = climbing down 0.111 0.414 0.576 0.482 b = climbing up 0.000 1.000 0.324 0.490 c = jumping 0.088 0.639 0.957 0.766 d = lying 0.085 0.492 0.492 0.492 e = sitting 0.041 0.717 0.609 0.659 f = standing 0.018 0.898 0.713 0.795 g = running 0.017 0.767 0.348 0.478 h = walking ------------------------------------------------------- 0.057 0.667 0.627 0.623 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.812 0.692 0.747 a = climbing down 0.077 0.518 0.680 0.588 b = climbing up 0.000 0.984 0.337 0.502 c = jumping 0.153 0.331 0.423 0.371 d = lying 0.113 0.384 0.377 0.380 e = sitting 0.040 0.712 0.549 0.620 f = standing 0.019 0.902 0.966 0.933 g = running 0.027 0.824 0.720 0.768 h = walking ------------------------------------------------------- 0.064 0.644 0.616 0.622 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.742 0.490 0.590 a = climbing down 0.112 0.471 0.600 0.528 b = climbing up 0.000 0.981 0.871 0.923 c = jumping 0.031 0.649 0.330 0.438 d = lying 0.116 0.503 0.709 0.588 e = sitting 0.134 0.315 0.371 0.341 f = standing 0.006 0.964 0.975 0.969 g = running 0.074 0.551 0.512 0.531 h = walking ------------------------------------------------------- 0.071 0.602 0.576 0.574 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.050 0.627 0.651 0.639 a = climbing down 0.094 0.458 0.530 0.492 b = climbing up 0.002 0.912 0.852 0.881 c = jumping 0.034 0.621 0.319 0.422 d = lying 0.201 0.394 0.776 0.523 e = sitting 0.017 0.818 0.445 0.576 f = standing 0.006 0.968 0.994 0.981 g = running 0.048 0.659 0.531 0.588 h = walking ------------------------------------------------------- 0.063 0.659 0.611 0.609 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.041 0.568 0.496 0.529 a = climbing down 0.175 0.377 0.664 0.481 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.014 0.892 0.652 0.754 d = lying 0.098 0.547 0.651 0.595 e = sitting 0.079 0.438 0.354 0.392 f = standing 0.007 0.957 0.994 0.975 g = running 0.041 0.611 0.369 0.461 h = walking ------------------------------------------------------- 0.064 0.638 0.608 0.609 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.259 0.183 0.828 0.300 a = climbing down 0.023 0.653 0.279 0.391 b = climbing up 0.017 0.554 0.943 0.698 c = jumping 0.016 0.911 0.913 0.912 d = lying 0.044 0.743 0.702 0.722 e = sitting 0.048 0.739 0.746 0.743 f = standing 0.001 0.992 0.875 0.930 g = running 0.022 0.071 0.008 0.015 h = walking ------------------------------------------------------- 0.041 0.643 0.611 0.597 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.025 0.741 0.554 0.634 a = climbing down 0.102 0.418 0.488 0.451 b = climbing up 0.000 0.976 0.982 0.979 c = jumping 0.143 0.364 0.469 0.410 d = lying 0.052 0.685 0.685 0.685 e = sitting 0.112 0.214 0.180 0.195 f = standing 0.003 0.981 0.891 0.934 g = running 0.080 0.546 0.549 0.547 h = walking ------------------------------------------------------- 0.073 0.571 0.556 0.560 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.123 0.359 0.532 0.429 a = climbing down 0.101 0.485 0.543 0.512 b = climbing up 0.000 1.000 0.940 0.969 c = jumping 0.039 0.807 0.976 0.884 d = lying 0.169 0.435 0.766 0.555 e = sitting 0.015 0.086 0.008 0.014 f = standing 0.005 0.918 0.365 0.523 g = running 0.092 0.481 0.502 0.491 h = walking ------------------------------------------------------- 0.075 0.518 0.533 0.494 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.259 0.295 0.807 0.432 a = climbing down 0.034 0.525 0.272 0.358 b = climbing up 0.067 0.241 1.000 0.388 c = jumping 0.037 0.649 0.388 0.486 d = lying 0.081 0.655 0.891 0.755 e = sitting 0.078 0.574 0.607 0.590 f = standing 0.001 0.982 0.464 0.630 g = running 0.012 0.088 0.007 0.012 h = walking ------------------------------------------------------- 0.067 0.540 0.498 0.469 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.156 0.365 0.734 0.488 a = climbing down 0.134 0.336 0.449 0.384 b = climbing up 0.000 1.000 0.005 0.011 c = jumping 0.018 0.891 0.914 0.903 d = lying 0.065 0.501 0.403 0.447 e = sitting 0.053 0.694 0.741 0.717 f = standing 0.074 0.678 0.770 0.721 g = running 0.011 0.012 0.001 0.001 h = walking ------------------------------------------------------- 0.068 0.512 0.557 0.514 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.062 0.443 0.328 0.377 a = climbing down 0.144 0.510 0.825 0.630 b = climbing up 0.039 0.251 0.860 0.389 c = jumping 0.024 0.830 0.781 0.805 d = lying 0.223 0.290 0.684 0.408 e = sitting 0.065 0.326 0.223 0.265 f = standing 0.004 0.930 0.215 0.350 g = running 0.042 0.460 0.260 0.332 h = walking ------------------------------------------------------- 0.074 0.571 0.470 0.451 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.098 0.356 0.479 0.408 a = climbing down 0.096 0.484 0.643 0.552 b = climbing up 0.007 0.000 0.000 0.000 c = jumping 0.065 0.634 0.731 0.679 d = lying 0.187 0.375 0.808 0.512 e = sitting 0.061 0.056 0.024 0.033 f = standing 0.031 0.829 0.507 0.629 g = running 0.044 0.522 0.294 0.376 h = walking ------------------------------------------------------- 0.074 0.407 0.436 0.399 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.044 0.457 0.291 0.355 a = climbing down 0.141 0.374 0.617 0.465 b = climbing up 0.043 0.248 0.728 0.370 c = jumping 0.035 0.804 0.810 0.807 d = lying 0.112 0.546 0.781 0.643 e = sitting 0.047 0.555 0.327 0.412 f = standing 0.010 0.922 0.667 0.774 g = running 0.042 0.683 0.526 0.595 h = walking ------------------------------------------------------- 0.059 0.627 0.585 0.586 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.117 0.299 0.362 0.327 a = climbing down 0.041 0.688 0.579 0.629 b = climbing up 0.000 0.974 0.847 0.906 c = jumping 0.027 0.819 0.728 0.771 d = lying 0.097 0.440 0.448 0.444 e = sitting 0.105 0.425 0.470 0.446 f = standing 0.009 0.951 0.898 0.924 g = running 0.121 0.251 0.260 0.255 h = walking ------------------------------------------------------- 0.070 0.575 0.554 0.563 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.050 0.346 0.272 0.305 a = climbing down 0.103 0.602 0.500 0.546 b = climbing up 0.000 1.000 0.711 0.831 c = jumping 0.046 0.718 0.785 0.750 d = lying 0.073 0.446 0.391 0.417 e = sitting 0.178 0.304 0.504 0.379 f = standing 0.007 0.891 0.421 0.572 g = running 0.100 0.523 0.709 0.602 h = walking ------------------------------------------------------- 0.083 0.567 0.525 0.528 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.849 0.522 0.646 a = climbing down 0.078 0.582 0.789 0.670 b = climbing up 0.003 0.870 0.910 0.890 c = jumping 0.012 0.932 0.975 0.953 d = lying 0.106 0.416 0.451 0.433 e = sitting 0.104 0.492 0.597 0.540 f = standing 0.003 0.982 0.709 0.823 g = running 0.044 0.730 0.731 0.730 h = walking ------------------------------------------------------- 0.049 0.723 0.689 0.695 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.134 0.231 0.347 0.277 a = climbing down 0.093 0.486 0.726 0.582 b = climbing up 0.149 0.130 0.989 0.229 c = jumping 0.079 0.519 0.475 0.496 d = lying 0.086 0.208 0.121 0.153 e = sitting 0.169 0.350 0.504 0.413 f = standing 0.042 0.039 0.010 0.015 g = running 0.003 0.904 0.159 0.271 h = walking ------------------------------------------------------- 0.085 0.387 0.330 0.303 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.676 0.265 0.381 a = climbing down 0.042 0.427 0.190 0.263 b = climbing up 0.000 1.000 0.430 0.602 c = jumping 0.035 0.787 0.737 0.761 d = lying 0.075 0.338 0.230 0.274 e = sitting 0.103 0.340 0.321 0.330 f = standing 0.097 0.621 0.970 0.758 g = running 0.189 0.453 0.879 0.598 h = walking ------------------------------------------------------- 0.081 0.526 0.523 0.489 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.007 0.893 0.468 0.614 a = climbing down 0.076 0.554 0.627 0.588 b = climbing up 0.005 0.804 0.879 0.840 c = jumping 0.006 0.963 0.952 0.957 d = lying 0.050 0.582 0.407 0.479 e = sitting 0.103 0.547 0.721 0.622 f = standing 0.018 0.903 0.969 0.935 g = running 0.065 0.676 0.781 0.725 h = walking ------------------------------------------------------- 0.046 0.730 0.717 0.711 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.650 0.553 0.598 a = climbing down 0.106 0.463 0.570 0.511 b = climbing up 0.012 0.651 0.974 0.781 c = jumping 0.003 0.978 0.870 0.921 d = lying 0.097 0.472 0.468 0.470 e = sitting 0.081 0.426 0.349 0.383 f = standing 0.030 0.833 0.912 0.871 g = running 0.077 0.569 0.578 0.574 h = walking ------------------------------------------------------- 0.061 0.626 0.623 0.621 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.284 0.540 0.372 a = climbing down 0.036 0.732 0.643 0.685 b = climbing up 0.011 0.652 0.960 0.777 c = jumping 0.017 0.910 0.914 0.912 d = lying 0.106 0.586 0.830 0.687 e = sitting 0.036 0.660 0.381 0.483 f = standing 0.137 0.545 0.911 0.682 g = running 0.011 0.151 0.010 0.019 h = walking ------------------------------------------------------- 0.058 0.571 0.609 0.560 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.053 0.587 0.587 0.587 a = climbing down 0.113 0.395 0.490 0.438 b = climbing up 0.000 1.000 0.095 0.173 c = jumping 0.012 0.929 0.928 0.928 d = lying 0.103 0.460 0.530 0.492 e = sitting 0.084 0.485 0.468 0.477 f = standing 0.023 0.876 0.891 0.883 g = running 0.063 0.543 0.424 0.476 h = walking ------------------------------------------------------- 0.062 0.625 0.612 0.609 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.313 0.282 0.950 0.435 a = climbing down 0.014 0.638 0.143 0.234 b = climbing up 0.122 0.120 0.934 0.213 c = jumping 0.079 0.221 0.137 0.169 d = lying 0.066 0.377 0.234 0.289 e = sitting 0.213 0.246 0.398 0.304 f = standing 0.025 0.165 0.030 0.051 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.104 0.256 0.353 0.212 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.050 0.651 0.685 0.668 a = climbing down 0.054 0.666 0.786 0.721 b = climbing up 0.019 0.500 0.938 0.652 c = jumping 0.128 0.575 0.986 0.726 d = lying 0.002 0.986 0.934 0.959 e = sitting 0.011 0.799 0.259 0.391 f = standing 0.013 0.914 0.832 0.871 g = running 0.027 0.802 0.632 0.707 h = walking ------------------------------------------------------- 0.040 0.771 0.735 0.720 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.056 0.644 0.826 0.724 a = climbing down 0.056 0.692 0.837 0.758 b = climbing up 0.001 0.964 0.894 0.928 c = jumping 0.005 0.968 0.927 0.947 d = lying 0.055 0.723 0.899 0.802 e = sitting 0.029 0.826 0.845 0.835 f = standing 0.005 0.968 0.790 0.870 g = running 0.020 0.821 0.514 0.632 h = walking ------------------------------------------------------- 0.030 0.820 0.802 0.801 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.665 0.416 0.512 a = climbing down 0.091 0.623 0.828 0.711 b = climbing up 0.001 0.963 0.860 0.908 c = jumping 0.016 0.863 0.654 0.744 d = lying 0.113 0.512 0.887 0.649 e = sitting 0.103 0.508 0.750 0.606 f = standing 0.004 0.955 0.345 0.506 g = running 0.054 0.660 0.756 0.705 h = walking ------------------------------------------------------- 0.054 0.711 0.641 0.629 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.160 0.371 0.823 0.512 a = climbing down 0.041 0.728 0.773 0.750 b = climbing up 0.001 0.929 0.552 0.692 c = jumping 0.010 0.904 0.633 0.745 d = lying 0.138 0.437 0.774 0.559 e = sitting 0.087 0.546 0.684 0.607 f = standing 0.010 0.939 0.540 0.686 g = running 0.024 0.174 0.030 0.052 h = walking ------------------------------------------------------- 0.057 0.628 0.586 0.568 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.022 0.735 0.478 0.579 a = climbing down 0.197 0.368 0.845 0.513 b = climbing up 0.013 0.608 0.976 0.749 c = jumping 0.104 0.572 0.797 0.666 d = lying 0.055 0.750 0.957 0.841 e = sitting 0.022 0.706 0.293 0.414 f = standing 0.001 0.993 0.823 0.901 g = running 0.014 0.671 0.163 0.262 h = walking ------------------------------------------------------- 0.055 0.693 0.628 0.604 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.108 0.468 0.694 0.559 a = climbing down 0.049 0.660 0.605 0.631 b = climbing up 0.000 0.982 0.915 0.947 c = jumping 0.016 0.881 0.724 0.795 d = lying 0.036 0.742 0.614 0.672 e = sitting 0.108 0.539 0.767 0.633 f = standing 0.004 0.976 0.881 0.926 g = running 0.030 0.730 0.517 0.605 h = walking ------------------------------------------------------- 0.047 0.730 0.696 0.702 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.095 0.394 0.630 0.485 a = climbing down 0.105 0.622 0.554 0.586 b = climbing up 0.004 0.778 0.809 0.793 c = jumping 0.063 0.306 0.186 0.231 d = lying 0.067 0.690 0.985 0.811 e = sitting 0.144 0.440 0.731 0.549 f = standing 0.002 0.911 0.163 0.276 g = running 0.045 0.668 0.576 0.619 h = walking ------------------------------------------------------- 0.076 0.591 0.552 0.525 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.047 0.606 0.583 0.594 a = climbing down 0.050 0.642 0.654 0.648 b = climbing up 0.002 0.926 0.915 0.920 c = jumping 0.065 0.703 0.948 0.807 d = lying 0.067 0.701 0.933 0.800 e = sitting 0.022 0.805 0.543 0.648 f = standing 0.011 0.938 0.718 0.813 g = running 0.042 0.735 0.712 0.723 h = walking ------------------------------------------------------- 0.041 0.751 0.736 0.732 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.070 0.460 0.515 0.486 a = climbing down 0.037 0.519 0.333 0.405 b = climbing up 0.003 0.874 0.893 0.883 c = jumping 0.007 0.920 0.442 0.597 d = lying 0.042 0.784 0.820 0.802 e = sitting 0.112 0.568 0.815 0.670 f = standing 0.059 0.748 0.970 0.844 g = running 0.052 0.681 0.622 0.650 h = walking ------------------------------------------------------- 0.053 0.690 0.671 0.660 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.591 0.418 0.490 a = climbing down 0.122 0.533 0.837 0.651 b = climbing up 0.001 0.944 0.775 0.851 c = jumping 0.031 0.432 0.135 0.205 d = lying 0.073 0.675 0.917 0.778 e = sitting 0.121 0.462 0.626 0.531 f = standing 0.002 0.955 0.248 0.394 g = running 0.120 0.517 0.722 0.603 h = walking ------------------------------------------------------- 0.072 0.600 0.566 0.528 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.826 0.642 0.722 a = climbing down 0.047 0.720 0.796 0.756 b = climbing up 0.001 0.951 0.862 0.904 c = jumping 0.033 0.813 0.835 0.824 d = lying 0.040 0.790 0.891 0.837 e = sitting 0.041 0.723 0.621 0.668 f = standing 0.007 0.960 0.988 0.974 g = running 0.047 0.743 0.781 0.762 h = walking ------------------------------------------------------- 0.033 0.800 0.799 0.797 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.040 0.675 0.764 0.717 a = climbing down 0.122 0.513 0.812 0.629 b = climbing up 0.000 0.987 0.808 0.889 c = jumping 0.002 0.985 0.858 0.917 d = lying 0.106 0.597 0.855 0.703 e = sitting 0.046 0.633 0.455 0.529 f = standing 0.008 0.951 0.990 0.970 g = running 0.018 0.691 0.223 0.337 h = walking ------------------------------------------------------- 0.048 0.729 0.705 0.688 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.140 0.096 0.214 0.132 a = climbing down 0.029 0.731 0.509 0.600 b = climbing up 0.005 0.791 0.941 0.859 c = jumping 0.030 0.832 0.816 0.824 d = lying 0.017 0.905 0.921 0.913 e = sitting 0.026 0.847 0.788 0.817 f = standing 0.115 0.606 0.983 0.750 g = running 0.002 0.960 0.219 0.356 h = walking ------------------------------------------------------- 0.042 0.770 0.677 0.674 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.034 0.633 0.451 0.527 a = climbing down 0.164 0.439 0.854 0.580 b = climbing up 0.000 0.977 0.793 0.875 c = jumping 0.003 0.978 0.778 0.867 d = lying 0.062 0.640 0.672 0.656 e = sitting 0.079 0.620 0.762 0.684 f = standing 0.010 0.939 0.860 0.898 g = running 0.036 0.525 0.228 0.318 h = walking ------------------------------------------------------- 0.053 0.695 0.664 0.657 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.082 0.458 0.536 0.494 a = climbing down 0.155 0.508 0.915 0.653 b = climbing up 0.000 0.974 0.974 0.974 c = jumping 0.065 0.250 0.131 0.172 d = lying 0.039 0.712 0.569 0.632 e = sitting 0.172 0.396 0.645 0.490 f = standing 0.011 0.837 0.367 0.510 g = running 0.084 0.177 0.107 0.133 h = walking ------------------------------------------------------- 0.087 0.484 0.478 0.450 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.204 0.337 0.770 0.469 a = climbing down 0.010 0.822 0.347 0.488 b = climbing up 0.004 0.703 0.418 0.524 c = jumping 0.146 0.470 0.740 0.575 d = lying 0.005 0.969 0.869 0.916 e = sitting 0.062 0.295 0.149 0.198 f = standing 0.046 0.787 0.995 0.879 g = running 0.031 0.282 0.071 0.114 h = walking ------------------------------------------------------- 0.069 0.568 0.560 0.522 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.112 0.390 0.585 0.468 a = climbing down 0.063 0.669 0.844 0.746 b = climbing up 0.001 0.956 0.951 0.953 c = jumping 0.105 0.254 0.219 0.235 d = lying 0.046 0.769 0.961 0.854 e = sitting 0.129 0.289 0.322 0.305 f = standing 0.010 0.942 0.782 0.854 g = running 0.043 0.391 0.155 0.222 h = walking ------------------------------------------------------- 0.068 0.551 0.558 0.540 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.137 0.282 0.359 0.316 a = climbing down 0.055 0.667 0.603 0.634 b = climbing up 0.001 0.927 0.927 0.927 c = jumping 0.050 0.674 0.674 0.674 d = lying 0.161 0.447 0.973 0.612 e = sitting 0.040 0.622 0.467 0.534 f = standing 0.004 0.958 0.395 0.560 g = running 0.092 0.279 0.259 0.269 h = walking ------------------------------------------------------- 0.069 0.603 0.528 0.528 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.174 0.281 0.594 0.382 a = climbing down 0.031 0.639 0.393 0.487 b = climbing up 0.002 0.712 0.315 0.437 c = jumping 0.066 0.523 0.464 0.492 d = lying 0.125 0.484 0.850 0.617 e = sitting 0.095 0.442 0.492 0.466 f = standing 0.060 0.723 0.532 0.613 g = running 0.045 0.258 0.096 0.140 h = walking ------------------------------------------------------- 0.078 0.509 0.480 0.469 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.049 0.543 0.441 0.487 a = climbing down 0.153 0.330 0.543 0.410 b = climbing up 0.002 0.000 0.000 0.000 c = jumping 0.077 0.581 0.594 0.588 d = lying 0.072 0.681 0.867 0.763 e = sitting 0.068 0.490 0.356 0.412 f = standing 0.004 0.976 0.931 0.953 g = running 0.067 0.402 0.257 0.314 h = walking ------------------------------------------------------- 0.062 0.500 0.499 0.491 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.122 0.407 0.608 0.488 a = climbing down 0.083 0.570 0.706 0.631 b = climbing up 0.002 0.898 0.938 0.918 c = jumping 0.055 0.663 0.655 0.659 d = lying 0.041 0.770 0.812 0.790 e = sitting 0.069 0.592 0.602 0.597 f = standing 0.005 0.971 0.898 0.933 g = running 0.011 0.798 0.269 0.403 h = walking ------------------------------------------------------- 0.052 0.697 0.664 0.659 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.184 0.217 0.519 0.306 a = climbing down 0.042 0.732 0.372 0.493 b = climbing up 0.000 0.981 0.283 0.440 c = jumping 0.073 0.412 0.345 0.376 d = lying 0.097 0.584 0.898 0.708 e = sitting 0.115 0.362 0.427 0.392 f = standing 0.021 0.122 0.020 0.034 g = running 0.160 0.191 0.244 0.214 h = walking ------------------------------------------------------- 0.088 0.431 0.396 0.380 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.052 0.567 0.543 0.555 a = climbing down 0.052 0.610 0.594 0.602 b = climbing up 0.001 0.939 0.531 0.679 c = jumping 0.088 0.503 0.551 0.526 d = lying 0.078 0.648 0.859 0.739 e = sitting 0.100 0.361 0.335 0.347 f = standing 0.007 0.957 0.716 0.819 g = running 0.060 0.661 0.723 0.690 h = walking ------------------------------------------------------- 0.060 0.637 0.622 0.623 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.170 0.289 0.601 0.390 a = climbing down 0.017 0.610 0.223 0.326 b = climbing up 0.000 0.986 0.791 0.878 c = jumping 0.090 0.402 0.338 0.367 d = lying 0.064 0.730 0.921 0.814 e = sitting 0.097 0.426 0.398 0.411 f = standing 0.012 0.937 0.964 0.950 g = running 0.043 0.644 0.434 0.519 h = walking ------------------------------------------------------- 0.066 0.599 0.574 0.566 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.047 0.428 0.278 0.337 a = climbing down 0.093 0.585 0.793 0.673 b = climbing up 0.028 0.369 0.797 0.505 c = jumping 0.044 0.637 0.434 0.516 d = lying 0.050 0.739 0.844 0.788 e = sitting 0.098 0.479 0.547 0.511 f = standing 0.016 0.877 0.677 0.764 g = running 0.071 0.611 0.633 0.622 h = walking ------------------------------------------------------- 0.060 0.623 0.613 0.607 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.077 0.211 0.160 0.182 a = climbing down 0.169 0.438 0.871 0.583 b = climbing up 0.000 0.969 0.702 0.814 c = jumping 0.043 0.741 0.717 0.729 d = lying 0.063 0.636 0.654 0.645 e = sitting 0.091 0.484 0.494 0.489 f = standing 0.011 0.936 0.988 0.961 g = running 0.011 0.792 0.228 0.354 h = walking ------------------------------------------------------- 0.063 0.629 0.598 0.579 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.155 0.209 0.372 0.268 a = climbing down 0.106 0.426 0.494 0.457 b = climbing up 0.072 0.137 0.500 0.215 c = jumping 0.027 0.834 0.785 0.809 d = lying 0.040 0.760 0.680 0.718 e = sitting 0.086 0.569 0.661 0.612 f = standing 0.016 0.840 0.497 0.625 g = running 0.020 0.666 0.225 0.337 h = walking ------------------------------------------------------- 0.059 0.626 0.539 0.554 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.189 0.052 0.150 0.077 a = climbing down 0.022 0.441 0.112 0.179 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.096 0.393 0.339 0.364 d = lying 0.069 0.670 0.768 0.716 e = sitting 0.114 0.041 0.027 0.033 f = standing 0.074 0.704 0.981 0.819 g = running 0.089 0.521 0.494 0.507 h = walking ------------------------------------------------------- 0.082 0.353 0.359 0.337 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.154 0.153 0.215 0.179 a = climbing down 0.068 0.468 0.401 0.432 b = climbing up 0.007 0.141 0.059 0.083 c = jumping 0.069 0.640 0.708 0.672 d = lying 0.024 0.499 0.148 0.228 e = sitting 0.189 0.345 0.586 0.435 f = standing 0.002 0.706 0.027 0.053 g = running 0.184 0.400 0.700 0.509 h = walking ------------------------------------------------------- 0.095 0.464 0.398 0.358 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.049 0.636 0.657 0.646 a = climbing down 0.077 0.585 0.625 0.604 b = climbing up 0.000 1.000 0.905 0.950 c = jumping 0.007 0.895 0.371 0.524 d = lying 0.061 0.580 0.488 0.530 e = sitting 0.176 0.345 0.532 0.419 f = standing 0.024 0.870 0.991 0.926 g = running 0.057 0.649 0.624 0.636 h = walking ------------------------------------------------------- 0.065 0.654 0.614 0.614 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.125 0.478 0.853 0.613 a = climbing down 0.046 0.534 0.386 0.448 b = climbing up 0.023 0.479 0.994 0.646 c = jumping 0.003 0.984 0.993 0.989 d = lying 0.024 0.851 0.781 0.814 e = sitting 0.031 0.826 0.844 0.835 f = standing 0.003 0.979 0.829 0.898 g = running 0.039 0.658 0.427 0.517 h = walking ------------------------------------------------------- 0.036 0.767 0.742 0.740 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.858 0.859 a = climbing down 0.051 0.693 0.767 0.728 b = climbing up 0.000 1.000 1.000 1.000 c = jumping 0.039 0.802 0.978 0.881 d = lying 0.032 0.743 0.578 0.651 e = sitting 0.077 0.592 0.687 0.636 f = standing 0.006 0.961 0.793 0.869 g = running 0.034 0.799 0.763 0.781 h = walking ------------------------------------------------------- 0.036 0.787 0.778 0.778 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.079 0.537 0.607 0.570 a = climbing down 0.112 0.527 0.683 0.595 b = climbing up 0.000 0.992 0.873 0.929 c = jumping 0.013 0.907 0.832 0.868 d = lying 0.148 0.363 0.634 0.461 e = sitting 0.105 0.413 0.524 0.462 f = standing 0.005 0.950 0.348 0.509 g = running 0.036 0.607 0.402 0.484 h = walking ------------------------------------------------------- 0.065 0.649 0.567 0.569 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.022 0.782 0.681 0.728 a = climbing down 0.057 0.635 0.712 0.671 b = climbing up 0.000 0.986 0.840 0.907 c = jumping 0.036 0.728 0.618 0.668 d = lying 0.115 0.472 0.740 0.576 e = sitting 0.111 0.440 0.572 0.498 f = standing 0.006 0.962 0.529 0.683 g = running 0.057 0.686 0.757 0.719 h = walking ------------------------------------------------------- 0.052 0.704 0.648 0.656 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.710 0.607 0.654 a = climbing down 0.085 0.525 0.689 0.596 b = climbing up 0.001 0.962 0.938 0.950 c = jumping 0.005 0.972 0.962 0.967 d = lying 0.085 0.628 0.833 0.716 e = sitting 0.035 0.737 0.540 0.623 f = standing 0.003 0.982 0.934 0.958 g = running 0.047 0.683 0.594 0.636 h = walking ------------------------------------------------------- 0.040 0.762 0.748 0.748 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.038 0.593 0.401 0.479 a = climbing down 0.055 0.474 0.316 0.379 b = climbing up 0.085 0.188 0.988 0.316 c = jumping 0.029 0.844 0.945 0.891 d = lying 0.054 0.581 0.447 0.505 e = sitting 0.085 0.545 0.614 0.577 f = standing 0.002 0.968 0.382 0.548 g = running 0.169 0.371 0.638 0.469 h = walking ------------------------------------------------------- 0.061 0.627 0.544 0.548 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.723 0.726 0.725 a = climbing down 0.051 0.768 0.541 0.635 b = climbing up 0.000 1.000 0.889 0.941 c = jumping 0.018 0.760 0.378 0.505 d = lying 0.089 0.577 0.799 0.670 e = sitting 0.148 0.429 0.720 0.537 f = standing 0.008 0.948 0.967 0.957 g = running 0.027 0.815 0.773 0.794 h = walking ------------------------------------------------------- 0.053 0.726 0.686 0.685 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.983 0.533 0.691 a = climbing down 0.068 0.625 0.830 0.713 b = climbing up 0.001 0.957 0.989 0.973 c = jumping 0.004 0.974 0.983 0.978 d = lying 0.132 0.467 0.698 0.560 e = sitting 0.076 0.461 0.389 0.422 f = standing 0.001 0.991 0.714 0.830 g = running 0.047 0.736 0.801 0.767 h = walking ------------------------------------------------------- 0.046 0.756 0.714 0.718 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.022 0.810 0.806 0.808 a = climbing down 0.110 0.485 0.851 0.618 b = climbing up 0.001 0.946 0.941 0.943 c = jumping 0.008 0.949 0.872 0.909 d = lying 0.067 0.559 0.454 0.501 e = sitting 0.106 0.540 0.694 0.607 f = standing 0.005 0.971 0.962 0.966 g = running 0.007 0.917 0.422 0.578 h = walking ------------------------------------------------------- 0.044 0.759 0.718 0.717 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.049 0.626 0.658 0.642 a = climbing down 0.129 0.453 0.642 0.531 b = climbing up 0.010 0.566 0.624 0.594 c = jumping 0.004 0.979 0.946 0.962 d = lying 0.085 0.600 0.769 0.674 e = sitting 0.040 0.660 0.466 0.547 f = standing 0.024 0.853 0.854 0.853 g = running 0.050 0.528 0.316 0.395 h = walking ------------------------------------------------------- 0.053 0.671 0.662 0.656 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.068 0.559 0.668 0.609 a = climbing down 0.036 0.675 0.492 0.569 b = climbing up 0.008 0.665 0.687 0.676 c = jumping 0.001 0.993 0.979 0.986 d = lying 0.134 0.499 0.785 0.610 e = sitting 0.038 0.537 0.258 0.348 f = standing 0.008 0.954 0.942 0.948 g = running 0.052 0.724 0.771 0.747 h = walking ------------------------------------------------------- 0.046 0.711 0.703 0.692 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.744 0.418 0.535 a = climbing down 0.196 0.410 0.855 0.554 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.001 0.994 0.942 0.967 d = lying 0.131 0.507 0.736 0.600 e = sitting 0.035 0.464 0.176 0.255 f = standing 0.012 0.931 0.996 0.962 g = running 0.033 0.565 0.241 0.338 h = walking ------------------------------------------------------- 0.061 0.662 0.637 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.059 0.401 0.568 0.470 a = climbing down 0.075 0.572 0.644 0.605 b = climbing up 0.001 0.937 0.764 0.842 c = jumping 0.002 0.966 0.299 0.457 d = lying 0.080 0.563 0.571 0.567 e = sitting 0.200 0.347 0.583 0.435 f = standing 0.038 0.820 0.975 0.891 g = running 0.006 0.949 0.552 0.698 h = walking ------------------------------------------------------- 0.064 0.694 0.603 0.605 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.046 0.638 0.630 0.634 a = climbing down 0.061 0.540 0.477 0.507 b = climbing up 0.000 0.984 0.776 0.868 c = jumping 0.008 0.951 0.911 0.931 d = lying 0.088 0.575 0.726 0.642 e = sitting 0.059 0.606 0.534 0.567 f = standing 0.007 0.960 0.888 0.923 g = running 0.077 0.608 0.682 0.643 h = walking ------------------------------------------------------- 0.048 0.709 0.701 0.702 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.049 0.654 0.722 0.686 a = climbing down 0.039 0.796 0.877 0.835 b = climbing up 0.001 0.938 0.987 0.962 c = jumping 0.033 0.798 0.798 0.798 d = lying 0.028 0.698 0.388 0.499 e = sitting 0.130 0.485 0.705 0.575 f = standing 0.002 0.980 0.701 0.817 g = running 0.034 0.813 0.863 0.837 h = walking ------------------------------------------------------- 0.045 0.750 0.727 0.725 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.116 0.492 0.838 0.620 a = climbing down 0.021 0.789 0.566 0.659 b = climbing up 0.074 0.220 1.000 0.360 c = jumping 0.005 0.969 0.931 0.950 d = lying 0.063 0.726 0.961 0.827 e = sitting 0.011 0.914 0.645 0.756 f = standing 0.003 0.969 0.502 0.661 g = running 0.039 0.663 0.444 0.532 h = walking ------------------------------------------------------- 0.036 0.786 0.704 0.713 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.062 0.561 0.647 0.601 a = climbing down 0.132 0.455 0.733 0.561 b = climbing up 0.031 0.389 0.934 0.549 c = jumping 0.043 0.746 0.777 0.761 d = lying 0.029 0.817 0.798 0.807 e = sitting 0.040 0.744 0.714 0.728 f = standing 0.030 0.824 0.682 0.746 g = running 0.015 0.780 0.303 0.436 h = walking ------------------------------------------------------- 0.048 0.708 0.666 0.663 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.048 0.463 0.277 0.346 a = climbing down 0.164 0.512 0.944 0.664 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.071 0.632 0.795 0.704 d = lying 0.128 0.495 0.933 0.647 e = sitting 0.039 0.620 0.447 0.520 f = standing 0.006 0.944 0.386 0.548 g = running 0.008 0.892 0.467 0.613 h = walking ------------------------------------------------------- 0.063 0.674 0.600 0.581 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.123 0.370 0.636 0.467 a = climbing down 0.062 0.626 0.742 0.679 b = climbing up 0.000 1.000 0.834 0.910 c = jumping 0.027 0.818 0.791 0.804 d = lying 0.114 0.474 0.746 0.580 e = sitting 0.072 0.618 0.763 0.683 f = standing 0.007 0.958 0.529 0.681 g = running 0.010 0.841 0.316 0.459 h = walking ------------------------------------------------------- 0.050 0.718 0.634 0.636 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.071 0.580 0.768 0.661 a = climbing down 0.073 0.377 0.325 0.349 b = climbing up 0.018 0.524 0.988 0.685 c = jumping 0.033 0.827 0.894 0.859 d = lying 0.093 0.572 0.725 0.640 e = sitting 0.054 0.584 0.419 0.488 f = standing 0.002 0.986 0.818 0.894 g = running 0.058 0.604 0.520 0.559 h = walking ------------------------------------------------------- 0.053 0.657 0.650 0.645 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.191 0.347 0.741 0.473 a = climbing down 0.014 0.671 0.183 0.288 b = climbing up 0.072 0.213 0.966 0.349 c = jumping 0.038 0.783 0.824 0.803 d = lying 0.053 0.703 0.743 0.722 e = sitting 0.051 0.679 0.651 0.665 f = standing 0.001 0.991 0.462 0.631 g = running 0.056 0.528 0.399 0.454 h = walking ------------------------------------------------------- 0.054 0.677 0.578 0.578 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.812 0.500 0.619 a = climbing down 0.072 0.711 0.570 0.633 b = climbing up 0.008 0.696 1.000 0.821 c = jumping 0.044 0.652 0.551 0.597 d = lying 0.103 0.523 0.743 0.614 e = sitting 0.100 0.505 0.665 0.574 f = standing 0.002 0.986 0.891 0.936 g = running 0.037 0.777 0.824 0.800 h = walking ------------------------------------------------------- 0.056 0.703 0.679 0.681 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.029 0.771 0.781 0.776 a = climbing down 0.036 0.746 0.764 0.755 b = climbing up 0.000 1.000 0.934 0.966 c = jumping 0.018 0.901 0.986 0.942 d = lying 0.085 0.608 0.794 0.689 e = sitting 0.033 0.796 0.763 0.779 f = standing 0.004 0.978 0.719 0.829 g = running 0.030 0.804 0.772 0.788 h = walking ------------------------------------------------------- 0.032 0.813 0.797 0.800 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.136 0.344 0.620 0.443 a = climbing down 0.026 0.601 0.325 0.422 b = climbing up 0.024 0.475 0.930 0.629 c = jumping 0.030 0.843 0.879 0.860 d = lying 0.054 0.644 0.528 0.580 e = sitting 0.080 0.617 0.713 0.662 f = standing 0.044 0.772 0.821 0.796 g = running 0.037 0.628 0.351 0.450 h = walking ------------------------------------------------------- 0.055 0.648 0.624 0.618 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.023 0.713 0.455 0.556 a = climbing down 0.103 0.588 0.889 0.708 b = climbing up 0.001 0.933 0.794 0.858 c = jumping 0.006 0.959 0.836 0.893 d = lying 0.046 0.748 0.820 0.782 e = sitting 0.041 0.762 0.788 0.775 f = standing 0.010 0.936 0.925 0.930 g = running 0.033 0.772 0.633 0.696 h = walking ------------------------------------------------------- 0.037 0.788 0.773 0.771 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.954 0.790 0.864 a = climbing down 0.018 0.872 0.808 0.839 b = climbing up 0.000 0.987 0.887 0.935 c = jumping 0.033 0.834 0.972 0.898 d = lying 0.047 0.745 0.807 0.775 e = sitting 0.027 0.790 0.591 0.676 f = standing 0.010 0.944 0.994 0.968 g = running 0.044 0.786 0.914 0.845 h = walking ------------------------------------------------------- 0.027 0.845 0.842 0.839 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.015 0.756 0.411 0.532 a = climbing down 0.092 0.603 0.882 0.716 b = climbing up 0.005 0.818 0.948 0.878 c = jumping 0.005 0.969 0.829 0.894 d = lying 0.145 0.525 0.870 0.655 e = sitting 0.031 0.570 0.236 0.334 f = standing 0.017 0.905 0.958 0.930 g = running 0.034 0.772 0.648 0.704 h = walking ------------------------------------------------------- 0.049 0.728 0.707 0.690 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.122 0.242 0.559 0.338 a = climbing down 0.005 0.900 0.272 0.417 b = climbing up 0.000 1.000 0.812 0.896 c = jumping 0.006 0.966 0.940 0.953 d = lying 0.112 0.590 0.895 0.711 e = sitting 0.012 0.852 0.381 0.527 f = standing 0.079 0.690 0.985 0.812 g = running 0.021 0.855 0.639 0.731 h = walking ------------------------------------------------------- 0.044 0.775 0.687 0.679 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.800 0.637 0.709 a = climbing down 0.031 0.750 0.612 0.674 b = climbing up 0.000 0.976 0.958 0.967 c = jumping 0.012 0.930 0.910 0.920 d = lying 0.057 0.696 0.794 0.742 e = sitting 0.042 0.752 0.752 0.752 f = standing 0.004 0.974 0.887 0.928 g = running 0.068 0.704 0.915 0.796 h = walking ------------------------------------------------------- 0.033 0.807 0.799 0.798 Weighted Avg. Run: 6 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.083 0.521 0.692 0.595 a = climbing down 0.078 0.595 0.665 0.628 b = climbing up 0.000 0.958 0.153 0.264 c = jumping 0.028 0.774 0.584 0.666 d = lying 0.101 0.495 0.585 0.536 e = sitting 0.115 0.355 0.362 0.359 f = standing 0.025 0.816 0.687 0.746 g = running 0.042 0.730 0.666 0.696 h = walking ------------------------------------------------------- 0.066 0.618 0.594 0.596 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.024 0.832 0.881 0.856 a = climbing down 0.126 0.493 0.893 0.635 b = climbing up 0.034 0.379 0.982 0.547 c = jumping 0.043 0.770 0.819 0.794 d = lying 0.043 0.755 0.764 0.759 e = sitting 0.058 0.642 0.599 0.620 f = standing 0.003 0.979 0.770 0.862 g = running 0.015 0.686 0.188 0.295 h = walking ------------------------------------------------------- 0.043 0.733 0.697 0.682 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.887 0.857 0.872 a = climbing down 0.062 0.641 0.739 0.687 b = climbing up 0.003 0.876 1.000 0.934 c = jumping 0.021 0.878 0.923 0.900 d = lying 0.055 0.710 0.839 0.769 e = sitting 0.031 0.798 0.754 0.776 f = standing 0.006 0.964 0.787 0.866 g = running 0.037 0.775 0.710 0.741 h = walking ------------------------------------------------------- 0.031 0.813 0.803 0.804 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.024 0.806 0.679 0.737 a = climbing down 0.137 0.540 0.878 0.669 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.051 0.723 0.871 0.790 d = lying 0.187 0.335 0.703 0.454 e = sitting 0.047 0.456 0.278 0.345 f = standing 0.004 0.962 0.401 0.566 g = running 0.018 0.715 0.329 0.450 h = walking ------------------------------------------------------- 0.062 0.678 0.593 0.585 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.083 0.558 0.919 0.694 a = climbing down 0.015 0.848 0.596 0.700 b = climbing up 0.000 0.988 0.988 0.988 c = jumping 0.046 0.730 0.811 0.768 d = lying 0.129 0.471 0.831 0.602 e = sitting 0.065 0.550 0.517 0.533 f = standing 0.002 0.986 0.531 0.690 g = running 0.047 0.656 0.544 0.595 h = walking ------------------------------------------------------- 0.048 0.724 0.661 0.662 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.021 0.823 0.774 0.798 a = climbing down 0.055 0.619 0.665 0.641 b = climbing up 0.006 0.754 0.926 0.831 c = jumping 0.054 0.721 0.803 0.760 d = lying 0.049 0.733 0.770 0.751 e = sitting 0.066 0.569 0.484 0.523 f = standing 0.004 0.977 0.909 0.942 g = running 0.048 0.722 0.734 0.728 h = walking ------------------------------------------------------- 0.042 0.739 0.738 0.737 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.026 0.797 0.731 0.763 a = climbing down 0.086 0.548 0.669 0.603 b = climbing up 0.000 0.967 0.500 0.659 c = jumping 0.027 0.825 0.772 0.798 d = lying 0.074 0.598 0.654 0.625 e = sitting 0.067 0.537 0.468 0.500 f = standing 0.037 0.827 0.908 0.865 g = running 0.044 0.690 0.626 0.656 h = walking ------------------------------------------------------- 0.051 0.696 0.690 0.689 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.166 0.218 0.470 0.298 a = climbing down 0.246 0.423 0.582 0.490 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.134 0.401 0.608 0.483 d = lying 0.073 0.430 0.362 0.393 e = sitting 0.112 0.311 0.327 0.319 f = standing 0.038 0.015 0.004 0.007 g = running 0.001 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.096 0.225 0.294 0.249 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.010 0.894 0.681 0.773 a = climbing down 0.042 0.726 0.821 0.771 b = climbing up 0.016 0.573 0.989 0.726 c = jumping 0.019 0.883 0.908 0.895 d = lying 0.127 0.497 0.755 0.600 e = sitting 0.063 0.533 0.429 0.475 f = standing 0.001 0.996 0.634 0.775 g = running 0.027 0.846 0.924 0.883 h = walking ------------------------------------------------------- 0.040 0.769 0.735 0.737 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.065 0.571 0.749 0.648 a = climbing down 0.020 0.523 0.178 0.266 b = climbing up 0.000 0.993 0.816 0.896 c = jumping 0.040 0.783 0.803 0.793 d = lying 0.081 0.559 0.547 0.553 e = sitting 0.084 0.540 0.547 0.543 f = standing 0.017 0.913 0.961 0.936 g = running 0.056 0.741 0.901 0.813 h = walking ------------------------------------------------------- 0.051 0.679 0.690 0.672 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.087 0.476 0.626 0.541 a = climbing down 0.043 0.619 0.422 0.502 b = climbing up 0.000 1.000 0.708 0.829 c = jumping 0.027 0.754 0.475 0.583 d = lying 0.088 0.356 0.293 0.322 e = sitting 0.160 0.371 0.570 0.449 f = standing 0.020 0.881 0.920 0.900 g = running 0.058 0.702 0.766 0.733 h = walking ------------------------------------------------------- 0.067 0.608 0.583 0.583 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.026 0.726 0.541 0.620 a = climbing down 0.129 0.498 0.847 0.627 b = climbing up 0.000 1.000 0.923 0.960 c = jumping 0.009 0.931 0.722 0.814 d = lying 0.115 0.550 0.825 0.660 e = sitting 0.064 0.489 0.352 0.409 f = standing 0.018 0.904 0.994 0.947 g = running 0.016 0.819 0.412 0.548 h = walking ------------------------------------------------------- 0.052 0.712 0.676 0.668 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.012 0.837 0.561 0.672 a = climbing down 0.205 0.388 0.819 0.526 b = climbing up 0.000 0.994 0.902 0.946 c = jumping 0.008 0.950 0.837 0.890 d = lying 0.119 0.558 0.815 0.662 e = sitting 0.035 0.491 0.197 0.281 f = standing 0.034 0.828 0.995 0.904 g = running 0.025 0.453 0.116 0.185 h = walking ------------------------------------------------------- 0.063 0.642 0.625 0.591 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.134 0.226 0.564 0.323 a = climbing down 0.111 0.380 0.441 0.408 b = climbing up 0.001 0.940 0.805 0.867 c = jumping 0.040 0.815 0.960 0.881 d = lying 0.092 0.584 0.713 0.642 e = sitting 0.042 0.626 0.380 0.473 f = standing 0.043 0.803 0.982 0.883 g = running 0.016 0.080 0.007 0.013 h = walking ------------------------------------------------------- 0.059 0.535 0.581 0.540 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.742 0.730 0.736 a = climbing down 0.118 0.497 0.779 0.607 b = climbing up 0.000 1.000 0.870 0.930 c = jumping 0.065 0.694 0.846 0.762 d = lying 0.052 0.625 0.527 0.572 e = sitting 0.090 0.489 0.508 0.498 f = standing 0.005 0.967 0.890 0.927 g = running 0.013 0.857 0.435 0.577 h = walking ------------------------------------------------------- 0.052 0.706 0.676 0.674 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.016 0.818 0.547 0.655 a = climbing down 0.113 0.442 0.617 0.515 b = climbing up 0.000 0.991 0.738 0.846 c = jumping 0.051 0.187 0.068 0.100 d = lying 0.074 0.526 0.473 0.498 e = sitting 0.207 0.297 0.487 0.369 f = standing 0.011 0.937 0.996 0.965 g = running 0.073 0.572 0.555 0.563 h = walking ------------------------------------------------------- 0.079 0.538 0.534 0.523 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.087 0.623 0.834 0.713 a = climbing down 0.072 0.000 0.000 0.000 b = climbing up 0.001 0.962 0.921 0.941 c = jumping 0.030 0.856 0.782 0.817 d = lying 0.063 0.745 0.820 0.781 e = sitting 0.042 0.777 0.649 0.707 f = standing 0.008 0.930 0.992 0.960 g = running 0.013 0.865 0.383 0.531 h = walking ------------------------------------------------------- 0.040 0.720 0.673 0.681 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.851 0.808 0.829 a = climbing down 0.140 0.450 0.761 0.566 b = climbing up 0.000 0.994 0.941 0.967 c = jumping 0.095 0.597 0.859 0.705 d = lying 0.066 0.566 0.537 0.551 e = sitting 0.058 0.423 0.262 0.324 f = standing 0.001 0.996 0.791 0.882 g = running 0.043 0.642 0.430 0.515 h = walking ------------------------------------------------------- 0.057 0.660 0.638 0.632 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.128 0.332 0.423 0.372 a = climbing down 0.116 0.390 0.408 0.399 b = climbing up 0.002 0.897 0.965 0.930 c = jumping 0.029 0.661 0.375 0.478 d = lying 0.197 0.359 0.828 0.501 e = sitting 0.077 0.438 0.425 0.431 f = standing 0.003 0.966 0.351 0.515 g = running 0.060 0.541 0.514 0.527 h = walking ------------------------------------------------------- 0.079 0.564 0.466 0.469 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.019 0.787 0.617 0.692 a = climbing down 0.155 0.348 0.590 0.438 b = climbing up 0.001 0.927 0.598 0.727 c = jumping 0.096 0.469 0.556 0.509 d = lying 0.097 0.453 0.576 0.507 e = sitting 0.142 0.150 0.164 0.157 f = standing 0.010 0.942 0.527 0.676 g = running 0.063 0.532 0.433 0.478 h = walking ------------------------------------------------------- 0.076 0.567 0.493 0.509 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.078 0.533 0.700 0.605 a = climbing down 0.144 0.324 0.507 0.395 b = climbing up 0.000 0.992 0.741 0.848 c = jumping 0.069 0.439 0.307 0.362 d = lying 0.089 0.606 0.805 0.691 e = sitting 0.097 0.463 0.464 0.464 f = standing 0.008 0.957 0.936 0.947 g = running 0.040 0.284 0.092 0.139 h = walking ------------------------------------------------------- 0.071 0.532 0.546 0.524 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.051 0.483 0.347 0.404 a = climbing down 0.195 0.370 0.740 0.494 b = climbing up 0.004 0.822 0.994 0.900 c = jumping 0.036 0.723 0.560 0.631 d = lying 0.100 0.385 0.368 0.377 e = sitting 0.115 0.420 0.504 0.458 f = standing 0.005 0.973 0.876 0.922 g = running 0.057 0.121 0.051 0.071 h = walking ------------------------------------------------------- 0.077 0.516 0.514 0.501 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.036 0.667 0.724 0.694 a = climbing down 0.078 0.568 0.330 0.417 b = climbing up 0.000 0.750 0.017 0.033 c = jumping 0.043 0.616 0.467 0.532 d = lying 0.094 0.544 0.741 0.628 e = sitting 0.116 0.519 0.810 0.633 f = standing 0.022 0.863 0.968 0.912 g = running 0.059 0.627 0.643 0.635 h = walking ------------------------------------------------------- 0.066 0.622 0.618 0.597 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.008 0.890 0.531 0.665 a = climbing down 0.074 0.537 0.628 0.579 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.035 0.799 0.867 0.832 d = lying 0.057 0.654 0.643 0.649 e = sitting 0.079 0.628 0.795 0.701 f = standing 0.001 0.996 0.712 0.831 g = running 0.068 0.653 0.784 0.712 h = walking ------------------------------------------------------- 0.044 0.752 0.722 0.724 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.647 0.666 0.657 a = climbing down 0.072 0.457 0.497 0.476 b = climbing up 0.000 0.833 0.054 0.102 c = jumping 0.125 0.166 0.139 0.151 d = lying 0.096 0.408 0.356 0.380 e = sitting 0.151 0.243 0.270 0.256 f = standing 0.066 0.729 0.989 0.839 g = running 0.029 0.813 0.716 0.761 h = walking ------------------------------------------------------- 0.084 0.496 0.501 0.487 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.040 0.572 0.427 0.489 a = climbing down 0.139 0.438 0.655 0.525 b = climbing up 0.000 0.986 0.820 0.896 c = jumping 0.049 0.561 0.357 0.436 d = lying 0.119 0.498 0.713 0.586 e = sitting 0.118 0.311 0.321 0.316 f = standing 0.020 0.889 0.969 0.927 g = running 0.048 0.541 0.316 0.399 h = walking ------------------------------------------------------- 0.075 0.552 0.542 0.532 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.046 0.641 0.640 0.641 a = climbing down 0.095 0.454 0.525 0.487 b = climbing up 0.002 0.914 0.813 0.860 c = jumping 0.041 0.650 0.438 0.523 d = lying 0.190 0.401 0.756 0.524 e = sitting 0.013 0.835 0.381 0.523 f = standing 0.006 0.966 0.994 0.980 g = running 0.057 0.621 0.530 0.572 h = walking ------------------------------------------------------- 0.062 0.662 0.613 0.613 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.056 0.506 0.518 0.512 a = climbing down 0.249 0.312 0.710 0.433 b = climbing up 0.001 0.960 0.624 0.756 c = jumping 0.024 0.826 0.648 0.726 d = lying 0.061 0.603 0.508 0.552 e = sitting 0.063 0.355 0.201 0.257 f = standing 0.061 0.727 0.993 0.840 g = running 0.028 0.507 0.165 0.249 h = walking ------------------------------------------------------- 0.075 0.561 0.532 0.514 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.223 0.206 0.824 0.329 a = climbing down 0.033 0.588 0.306 0.402 b = climbing up 0.006 0.786 0.931 0.853 c = jumping 0.087 0.656 0.902 0.760 d = lying 0.075 0.640 0.739 0.686 e = sitting 0.030 0.534 0.188 0.278 f = standing 0.007 0.962 0.952 0.957 g = running 0.014 0.752 0.217 0.337 h = walking ------------------------------------------------------- 0.052 0.661 0.578 0.561 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.033 0.713 0.631 0.669 a = climbing down 0.102 0.414 0.479 0.444 b = climbing up 0.000 0.982 0.988 0.985 c = jumping 0.139 0.380 0.487 0.427 d = lying 0.057 0.667 0.695 0.681 e = sitting 0.100 0.227 0.174 0.197 f = standing 0.001 0.993 0.889 0.938 g = running 0.064 0.619 0.596 0.607 h = walking ------------------------------------------------------- 0.070 0.581 0.574 0.575 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.117 0.404 0.612 0.487 a = climbing down 0.105 0.523 0.657 0.583 b = climbing up 0.027 0.379 0.914 0.536 c = jumping 0.037 0.815 0.977 0.889 d = lying 0.147 0.439 0.676 0.532 e = sitting 0.031 0.385 0.113 0.174 f = standing 0.010 0.871 0.402 0.550 g = running 0.058 0.487 0.323 0.388 h = walking ------------------------------------------------------- 0.070 0.559 0.540 0.514 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.261 0.294 0.807 0.431 a = climbing down 0.031 0.538 0.267 0.357 b = climbing up 0.071 0.229 0.994 0.373 c = jumping 0.039 0.646 0.397 0.492 d = lying 0.080 0.653 0.873 0.748 e = sitting 0.076 0.586 0.621 0.603 f = standing 0.002 0.978 0.450 0.617 g = running 0.011 0.094 0.007 0.013 h = walking ------------------------------------------------------- 0.067 0.542 0.496 0.468 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.110 0.480 0.828 0.608 a = climbing down 0.087 0.517 0.614 0.561 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.020 0.883 0.936 0.909 d = lying 0.109 0.520 0.732 0.608 e = sitting 0.036 0.668 0.442 0.532 f = standing 0.002 0.987 0.786 0.875 g = running 0.019 0.744 0.316 0.443 h = walking ------------------------------------------------------- 0.050 0.710 0.667 0.662 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.137 0.352 0.499 0.413 a = climbing down 0.057 0.696 0.723 0.710 b = climbing up 0.044 0.233 0.867 0.367 c = jumping 0.063 0.676 0.860 0.757 d = lying 0.191 0.317 0.660 0.428 e = sitting 0.082 0.279 0.224 0.249 f = standing 0.006 0.893 0.201 0.328 g = running 0.036 0.211 0.070 0.105 h = walking ------------------------------------------------------- 0.074 0.527 0.458 0.430 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.195 0.308 0.766 0.439 a = climbing down 0.070 0.464 0.432 0.448 b = climbing up 0.026 0.154 0.265 0.195 c = jumping 0.060 0.634 0.669 0.651 d = lying 0.121 0.309 0.392 0.346 e = sitting 0.098 0.155 0.117 0.133 f = standing 0.111 0.538 0.438 0.483 g = running 0.014 0.401 0.058 0.102 h = walking ------------------------------------------------------- 0.092 0.414 0.397 0.375 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.629 0.634 0.631 a = climbing down 0.079 0.563 0.749 0.643 b = climbing up 0.004 0.821 0.988 0.896 c = jumping 0.027 0.847 0.839 0.843 d = lying 0.088 0.583 0.709 0.640 e = sitting 0.061 0.585 0.481 0.528 f = standing 0.005 0.970 0.916 0.943 g = running 0.031 0.750 0.548 0.633 h = walking ------------------------------------------------------- 0.047 0.714 0.704 0.703 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.148 0.336 0.546 0.416 a = climbing down 0.036 0.709 0.571 0.632 b = climbing up 0.000 0.981 0.876 0.925 c = jumping 0.021 0.866 0.798 0.830 d = lying 0.071 0.418 0.301 0.350 e = sitting 0.131 0.443 0.628 0.519 f = standing 0.005 0.974 0.900 0.935 g = running 0.090 0.151 0.103 0.123 h = walking ------------------------------------------------------- 0.067 0.579 0.565 0.564 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.048 0.356 0.271 0.308 a = climbing down 0.100 0.609 0.501 0.550 b = climbing up 0.000 1.000 0.772 0.871 c = jumping 0.045 0.718 0.779 0.747 d = lying 0.075 0.417 0.353 0.382 e = sitting 0.184 0.294 0.498 0.369 f = standing 0.006 0.912 0.465 0.616 g = running 0.097 0.533 0.718 0.612 h = walking ------------------------------------------------------- 0.082 0.569 0.526 0.530 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.896 0.509 0.649 a = climbing down 0.160 0.442 0.923 0.597 b = climbing up 0.003 0.870 0.910 0.890 c = jumping 0.015 0.914 0.977 0.945 d = lying 0.097 0.418 0.418 0.418 e = sitting 0.106 0.504 0.641 0.565 f = standing 0.004 0.977 0.714 0.825 g = running 0.019 0.706 0.276 0.397 h = walking ------------------------------------------------------- 0.055 0.707 0.644 0.641 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.075 0.517 0.697 0.593 a = climbing down 0.143 0.283 0.464 0.352 b = climbing up 0.149 0.127 0.967 0.225 c = jumping 0.107 0.220 0.168 0.190 d = lying 0.116 0.105 0.073 0.086 e = sitting 0.186 0.346 0.545 0.423 f = standing 0.048 0.035 0.010 0.015 g = running 0.002 0.730 0.037 0.071 h = walking ------------------------------------------------------- 0.097 0.305 0.271 0.225 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.010 0.839 0.414 0.554 a = climbing down 0.037 0.485 0.209 0.292 b = climbing up 0.000 1.000 0.692 0.818 c = jumping 0.007 0.915 0.449 0.603 d = lying 0.084 0.374 0.302 0.334 e = sitting 0.183 0.367 0.643 0.468 f = standing 0.009 0.948 0.977 0.962 g = running 0.178 0.475 0.903 0.622 h = walking ------------------------------------------------------- 0.074 0.630 0.566 0.554 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.022 0.595 0.246 0.348 a = climbing down 0.049 0.639 0.572 0.604 b = climbing up 0.002 0.897 0.907 0.902 c = jumping 0.010 0.940 0.949 0.944 d = lying 0.078 0.494 0.448 0.470 e = sitting 0.092 0.491 0.512 0.501 f = standing 0.036 0.822 0.980 0.894 g = running 0.107 0.561 0.778 0.652 h = walking ------------------------------------------------------- 0.056 0.656 0.661 0.646 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.645 0.545 0.591 a = climbing down 0.108 0.457 0.573 0.508 b = climbing up 0.011 0.663 0.974 0.789 c = jumping 0.005 0.967 0.893 0.929 d = lying 0.089 0.500 0.486 0.493 e = sitting 0.075 0.445 0.349 0.391 f = standing 0.034 0.814 0.917 0.862 g = running 0.077 0.561 0.562 0.562 h = walking ------------------------------------------------------- 0.061 0.627 0.627 0.623 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.069 0.338 0.505 0.405 a = climbing down 0.122 0.449 0.649 0.531 b = climbing up 0.018 0.539 0.954 0.689 c = jumping 0.014 0.925 0.909 0.917 d = lying 0.099 0.598 0.813 0.689 e = sitting 0.031 0.706 0.407 0.516 f = standing 0.073 0.682 0.867 0.763 g = running 0.014 0.593 0.103 0.175 h = walking ------------------------------------------------------- 0.056 0.639 0.617 0.584 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.085 0.503 0.669 0.574 a = climbing down 0.154 0.354 0.559 0.434 b = climbing up 0.000 0.957 0.260 0.409 c = jumping 0.016 0.910 0.927 0.918 d = lying 0.111 0.379 0.411 0.395 e = sitting 0.097 0.427 0.429 0.428 f = standing 0.021 0.882 0.894 0.888 g = running 0.030 0.206 0.045 0.074 h = walking ------------------------------------------------------- 0.070 0.537 0.555 0.530 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.210 0.352 0.882 0.503 a = climbing down 0.056 0.630 0.553 0.589 b = climbing up 0.114 0.131 0.954 0.230 c = jumping 0.088 0.636 0.938 0.758 d = lying 0.082 0.367 0.279 0.317 e = sitting 0.076 0.487 0.413 0.447 f = standing 0.002 0.673 0.028 0.053 g = running 0.003 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.079 0.410 0.506 0.362 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.064 0.635 0.829 0.719 a = climbing down 0.035 0.743 0.736 0.740 b = climbing up 0.014 0.574 0.907 0.703 c = jumping 0.121 0.588 0.981 0.735 d = lying 0.002 0.989 0.900 0.942 e = sitting 0.015 0.782 0.305 0.439 f = standing 0.029 0.848 0.928 0.886 g = running 0.020 0.810 0.499 0.618 h = walking ------------------------------------------------------- 0.040 0.771 0.741 0.725 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.046 0.690 0.838 0.757 a = climbing down 0.055 0.694 0.829 0.755 b = climbing up 0.000 0.982 0.922 0.951 c = jumping 0.003 0.978 0.942 0.960 d = lying 0.076 0.653 0.882 0.750 e = sitting 0.028 0.811 0.748 0.778 f = standing 0.003 0.984 0.779 0.870 g = running 0.020 0.840 0.590 0.693 h = walking ------------------------------------------------------- 0.031 0.821 0.799 0.801 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.665 0.416 0.512 a = climbing down 0.091 0.623 0.828 0.711 b = climbing up 0.001 0.963 0.860 0.908 c = jumping 0.016 0.863 0.654 0.744 d = lying 0.113 0.512 0.887 0.649 e = sitting 0.103 0.508 0.750 0.606 f = standing 0.004 0.955 0.345 0.506 g = running 0.054 0.660 0.756 0.705 h = walking ------------------------------------------------------- 0.054 0.711 0.641 0.629 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.158 0.373 0.820 0.513 a = climbing down 0.040 0.731 0.770 0.750 b = climbing up 0.001 0.944 0.618 0.747 c = jumping 0.011 0.902 0.643 0.751 d = lying 0.129 0.450 0.761 0.565 e = sitting 0.095 0.541 0.727 0.620 f = standing 0.008 0.949 0.534 0.684 g = running 0.024 0.181 0.032 0.055 h = walking ------------------------------------------------------- 0.056 0.633 0.591 0.573 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.625 0.626 0.626 a = climbing down 0.107 0.397 0.519 0.450 b = climbing up 0.005 0.809 1.000 0.894 c = jumping 0.082 0.608 0.725 0.662 d = lying 0.064 0.690 0.825 0.752 e = sitting 0.032 0.693 0.402 0.509 f = standing 0.018 0.906 0.937 0.921 g = running 0.046 0.632 0.458 0.531 h = walking ------------------------------------------------------- 0.054 0.663 0.654 0.648 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.102 0.508 0.764 0.610 a = climbing down 0.038 0.700 0.576 0.632 b = climbing up 0.000 0.977 0.955 0.966 c = jumping 0.029 0.812 0.766 0.789 d = lying 0.032 0.762 0.602 0.673 e = sitting 0.102 0.537 0.715 0.613 f = standing 0.004 0.975 0.897 0.934 g = running 0.032 0.728 0.554 0.629 h = walking ------------------------------------------------------- 0.046 0.732 0.705 0.710 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.067 0.484 0.643 0.552 a = climbing down 0.048 0.778 0.542 0.639 b = climbing up 0.004 0.815 0.919 0.864 c = jumping 0.093 0.412 0.436 0.424 d = lying 0.054 0.721 0.922 0.809 e = sitting 0.107 0.457 0.582 0.512 f = standing 0.015 0.808 0.431 0.562 g = running 0.046 0.739 0.841 0.787 h = walking ------------------------------------------------------- 0.059 0.653 0.625 0.623 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.176 0.330 0.703 0.449 a = climbing down 0.065 0.458 0.400 0.427 b = climbing up 0.010 0.643 0.853 0.733 c = jumping 0.064 0.706 0.941 0.807 d = lying 0.066 0.706 0.942 0.807 e = sitting 0.028 0.767 0.547 0.638 f = standing 0.005 0.966 0.673 0.794 g = running 0.016 0.485 0.090 0.152 h = walking ------------------------------------------------------- 0.053 0.659 0.624 0.602 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.071 0.478 0.558 0.515 a = climbing down 0.033 0.587 0.384 0.465 b = climbing up 0.002 0.914 0.893 0.903 c = jumping 0.007 0.929 0.522 0.668 d = lying 0.039 0.757 0.654 0.702 e = sitting 0.138 0.518 0.823 0.636 f = standing 0.019 0.901 0.966 0.932 g = running 0.063 0.660 0.694 0.677 h = walking ------------------------------------------------------- 0.052 0.710 0.679 0.677 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.836 0.534 0.652 a = climbing down 0.068 0.689 0.904 0.782 b = climbing up 0.000 0.993 0.803 0.888 c = jumping 0.024 0.621 0.226 0.331 d = lying 0.065 0.699 0.903 0.788 e = sitting 0.107 0.526 0.716 0.606 f = standing 0.004 0.959 0.555 0.703 g = running 0.108 0.566 0.792 0.661 h = walking ------------------------------------------------------- 0.056 0.699 0.667 0.649 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.009 0.900 0.613 0.729 a = climbing down 0.078 0.629 0.879 0.733 b = climbing up 0.001 0.922 0.785 0.848 c = jumping 0.022 0.852 0.747 0.796 d = lying 0.047 0.756 0.853 0.802 e = sitting 0.061 0.653 0.663 0.658 f = standing 0.005 0.969 0.976 0.972 g = running 0.040 0.740 0.659 0.698 h = walking ------------------------------------------------------- 0.037 0.787 0.773 0.773 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.640 0.624 0.632 a = climbing down 0.068 0.627 0.719 0.670 b = climbing up 0.000 0.978 0.902 0.938 c = jumping 0.010 0.941 0.879 0.909 d = lying 0.094 0.647 0.939 0.766 e = sitting 0.025 0.769 0.480 0.591 f = standing 0.009 0.950 0.988 0.968 g = running 0.046 0.684 0.562 0.617 h = walking ------------------------------------------------------- 0.041 0.761 0.751 0.745 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.046 0.309 0.300 0.305 a = climbing down 0.034 0.721 0.574 0.639 b = climbing up 0.003 0.872 0.888 0.880 c = jumping 0.020 0.884 0.831 0.857 d = lying 0.029 0.852 0.934 0.891 e = sitting 0.022 0.875 0.852 0.864 f = standing 0.087 0.668 0.983 0.795 g = running 0.002 0.985 0.722 0.833 h = walking ------------------------------------------------------- 0.032 0.802 0.788 0.786 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.100 0.256 0.265 0.260 a = climbing down 0.249 0.365 0.952 0.527 b = climbing up 0.000 1.000 0.878 0.935 c = jumping 0.007 0.944 0.701 0.805 d = lying 0.053 0.711 0.795 0.751 e = sitting 0.064 0.672 0.777 0.721 f = standing 0.021 0.642 0.210 0.317 g = running 0.043 0.027 0.007 0.011 h = walking ------------------------------------------------------- 0.072 0.536 0.533 0.496 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.097 0.449 0.612 0.518 a = climbing down 0.128 0.549 0.894 0.681 b = climbing up 0.001 0.942 0.967 0.954 c = jumping 0.069 0.302 0.180 0.225 d = lying 0.053 0.661 0.601 0.629 e = sitting 0.157 0.398 0.595 0.477 f = standing 0.003 0.964 0.457 0.620 g = running 0.071 0.240 0.132 0.170 h = walking ------------------------------------------------------- 0.082 0.516 0.504 0.482 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.170 0.361 0.713 0.479 a = climbing down 0.010 0.833 0.379 0.521 b = climbing up 0.005 0.664 0.500 0.570 c = jumping 0.130 0.497 0.728 0.591 d = lying 0.006 0.962 0.881 0.920 e = sitting 0.053 0.444 0.242 0.314 f = standing 0.071 0.706 0.995 0.826 g = running 0.035 0.431 0.154 0.227 h = walking ------------------------------------------------------- 0.065 0.606 0.585 0.557 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.109 0.340 0.459 0.391 a = climbing down 0.060 0.680 0.839 0.751 b = climbing up 0.002 0.907 0.962 0.933 c = jumping 0.106 0.428 0.483 0.454 d = lying 0.046 0.771 0.959 0.855 e = sitting 0.085 0.381 0.322 0.349 f = standing 0.021 0.884 0.784 0.831 g = running 0.049 0.413 0.191 0.261 h = walking ------------------------------------------------------- 0.064 0.577 0.587 0.571 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.103 0.280 0.268 0.274 a = climbing down 0.062 0.678 0.718 0.697 b = climbing up 0.000 0.980 0.967 0.973 c = jumping 0.055 0.661 0.710 0.685 d = lying 0.157 0.436 0.907 0.589 e = sitting 0.033 0.675 0.489 0.567 f = standing 0.011 0.904 0.395 0.550 g = running 0.085 0.424 0.455 0.439 h = walking ------------------------------------------------------- 0.066 0.615 0.558 0.554 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.113 0.301 0.427 0.353 a = climbing down 0.043 0.680 0.660 0.670 b = climbing up 0.000 0.977 0.255 0.404 c = jumping 0.082 0.481 0.487 0.484 d = lying 0.154 0.442 0.883 0.589 e = sitting 0.081 0.305 0.231 0.263 f = standing 0.025 0.862 0.540 0.664 g = running 0.065 0.481 0.369 0.418 h = walking ------------------------------------------------------- 0.073 0.554 0.508 0.507 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.091 0.441 0.552 0.491 a = climbing down 0.120 0.346 0.455 0.393 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.099 0.461 0.474 0.467 d = lying 0.044 0.788 0.929 0.853 e = sitting 0.084 0.458 0.387 0.419 f = standing 0.002 0.987 0.933 0.959 g = running 0.050 0.478 0.263 0.339 h = walking ------------------------------------------------------- 0.061 0.495 0.499 0.490 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.132 0.397 0.631 0.487 a = climbing down 0.079 0.541 0.597 0.567 b = climbing up 0.003 0.876 0.949 0.911 c = jumping 0.055 0.642 0.588 0.613 d = lying 0.048 0.740 0.809 0.773 e = sitting 0.085 0.510 0.534 0.522 f = standing 0.004 0.976 0.895 0.934 g = running 0.010 0.842 0.329 0.474 h = walking ------------------------------------------------------- 0.055 0.679 0.640 0.641 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.158 0.241 0.511 0.327 a = climbing down 0.089 0.642 0.515 0.572 b = climbing up 0.000 0.961 0.406 0.570 c = jumping 0.083 0.457 0.470 0.463 d = lying 0.054 0.712 0.880 0.787 e = sitting 0.126 0.372 0.485 0.421 f = standing 0.017 0.214 0.033 0.056 g = running 0.068 0.521 0.477 0.498 h = walking ------------------------------------------------------- 0.081 0.492 0.485 0.470 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.079 0.508 0.659 0.574 a = climbing down 0.040 0.634 0.511 0.566 b = climbing up 0.000 0.974 0.646 0.777 c = jumping 0.056 0.646 0.626 0.636 d = lying 0.071 0.677 0.890 0.769 e = sitting 0.082 0.547 0.588 0.567 f = standing 0.006 0.966 0.713 0.821 g = running 0.069 0.551 0.527 0.539 h = walking ------------------------------------------------------- 0.054 0.671 0.651 0.653 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.107 0.348 0.496 0.409 a = climbing down 0.027 0.534 0.251 0.341 b = climbing up 0.001 0.945 0.945 0.945 c = jumping 0.094 0.509 0.541 0.525 d = lying 0.084 0.671 0.916 0.774 e = sitting 0.051 0.535 0.324 0.404 f = standing 0.012 0.938 0.963 0.950 g = running 0.051 0.718 0.730 0.724 h = walking ------------------------------------------------------- 0.059 0.631 0.633 0.618 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.092 0.352 0.396 0.373 a = climbing down 0.124 0.546 0.898 0.679 b = climbing up 0.006 0.730 0.756 0.743 c = jumping 0.060 0.532 0.388 0.449 d = lying 0.046 0.740 0.795 0.766 e = sitting 0.124 0.383 0.465 0.420 f = standing 0.010 0.921 0.742 0.822 g = running 0.033 0.603 0.287 0.389 h = walking ------------------------------------------------------- 0.068 0.592 0.572 0.564 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.057 0.124 0.063 0.083 a = climbing down 0.237 0.360 0.880 0.511 b = climbing up 0.000 0.983 0.663 0.792 c = jumping 0.036 0.785 0.759 0.772 d = lying 0.040 0.666 0.476 0.555 e = sitting 0.121 0.480 0.647 0.551 f = standing 0.010 0.942 0.992 0.966 g = running 0.003 0.744 0.054 0.101 h = walking ------------------------------------------------------- 0.068 0.613 0.564 0.524 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.115 0.305 0.458 0.366 a = climbing down 0.093 0.507 0.599 0.549 b = climbing up 0.069 0.216 0.832 0.343 c = jumping 0.015 0.894 0.748 0.815 d = lying 0.066 0.670 0.729 0.698 e = sitting 0.082 0.562 0.612 0.586 f = standing 0.006 0.934 0.518 0.666 g = running 0.019 0.772 0.370 0.500 h = walking ------------------------------------------------------- 0.054 0.671 0.589 0.604 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.198 0.208 0.751 0.326 a = climbing down 0.004 0.873 0.182 0.301 b = climbing up 0.001 0.902 0.488 0.634 c = jumping 0.011 0.902 0.567 0.696 d = lying 0.133 0.522 0.792 0.629 e = sitting 0.063 0.224 0.101 0.139 f = standing 0.136 0.565 0.984 0.718 g = running 0.067 0.083 0.031 0.045 h = walking ------------------------------------------------------- 0.077 0.504 0.464 0.418 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.035 0.448 0.220 0.295 a = climbing down 0.128 0.334 0.427 0.375 b = climbing up 0.043 0.296 0.899 0.445 c = jumping 0.058 0.668 0.663 0.665 d = lying 0.020 0.541 0.146 0.229 e = sitting 0.199 0.364 0.671 0.472 f = standing 0.002 0.250 0.003 0.006 g = running 0.179 0.419 0.739 0.535 h = walking ------------------------------------------------------- 0.089 0.429 0.425 0.372 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.219 0.338 0.861 0.486 a = climbing down 0.028 0.747 0.482 0.585 b = climbing up 0.003 0.805 0.701 0.749 c = jumping 0.026 0.845 0.863 0.853 d = lying 0.063 0.594 0.543 0.568 e = sitting 0.047 0.591 0.391 0.471 f = standing 0.079 0.637 0.858 0.731 g = running 0.027 0.308 0.072 0.117 h = walking ------------------------------------------------------- 0.064 0.591 0.571 0.547 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.086 0.567 0.840 0.677 a = climbing down 0.062 0.509 0.470 0.489 b = climbing up 0.070 0.215 0.894 0.346 c = jumping 0.004 0.978 0.993 0.985 d = lying 0.020 0.855 0.686 0.761 e = sitting 0.051 0.747 0.862 0.800 f = standing 0.001 0.992 0.514 0.677 g = running 0.041 0.677 0.499 0.575 h = walking ------------------------------------------------------- 0.036 0.762 0.701 0.709 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.795 0.867 0.830 a = climbing down 0.036 0.743 0.695 0.718 b = climbing up 0.000 1.000 0.989 0.995 c = jumping 0.041 0.796 0.977 0.878 d = lying 0.049 0.687 0.667 0.677 e = sitting 0.057 0.647 0.640 0.643 f = standing 0.004 0.978 0.793 0.876 g = running 0.041 0.778 0.799 0.788 h = walking ------------------------------------------------------- 0.035 0.785 0.780 0.780 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.056 0.549 0.455 0.498 a = climbing down 0.139 0.508 0.784 0.616 b = climbing up 0.000 0.986 0.973 0.980 c = jumping 0.015 0.895 0.865 0.880 d = lying 0.126 0.415 0.670 0.513 e = sitting 0.087 0.505 0.626 0.559 f = standing 0.002 0.976 0.354 0.520 g = running 0.046 0.560 0.428 0.485 h = walking ------------------------------------------------------- 0.063 0.662 0.590 0.586 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.031 0.724 0.722 0.723 a = climbing down 0.042 0.698 0.695 0.697 b = climbing up 0.000 1.000 0.852 0.920 c = jumping 0.053 0.670 0.693 0.681 d = lying 0.110 0.478 0.727 0.577 e = sitting 0.113 0.415 0.524 0.464 f = standing 0.004 0.975 0.528 0.685 g = running 0.055 0.676 0.699 0.687 h = walking ------------------------------------------------------- 0.053 0.698 0.644 0.652 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.029 0.729 0.608 0.663 a = climbing down 0.080 0.541 0.696 0.609 b = climbing up 0.001 0.941 0.889 0.914 c = jumping 0.004 0.979 0.966 0.973 d = lying 0.075 0.664 0.859 0.749 e = sitting 0.029 0.792 0.613 0.691 f = standing 0.003 0.982 0.934 0.957 g = running 0.047 0.699 0.634 0.665 h = walking ------------------------------------------------------- 0.036 0.782 0.769 0.770 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.519 0.191 0.280 a = climbing down 0.048 0.507 0.315 0.389 b = climbing up 0.058 0.241 0.931 0.383 c = jumping 0.001 0.991 0.861 0.921 d = lying 0.085 0.535 0.580 0.557 e = sitting 0.092 0.508 0.571 0.538 f = standing 0.002 0.981 0.547 0.703 g = running 0.196 0.364 0.720 0.484 h = walking ------------------------------------------------------- 0.063 0.633 0.556 0.560 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.027 0.725 0.734 0.729 a = climbing down 0.058 0.755 0.576 0.654 b = climbing up 0.000 1.000 0.828 0.906 c = jumping 0.029 0.709 0.474 0.568 d = lying 0.061 0.650 0.746 0.695 e = sitting 0.144 0.427 0.697 0.530 f = standing 0.026 0.845 0.974 0.905 g = running 0.020 0.844 0.706 0.769 h = walking ------------------------------------------------------- 0.053 0.717 0.688 0.690 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.990 0.626 0.767 a = climbing down 0.069 0.633 0.867 0.732 b = climbing up 0.007 0.744 0.973 0.843 c = jumping 0.006 0.962 0.984 0.973 d = lying 0.108 0.492 0.631 0.553 e = sitting 0.096 0.463 0.489 0.476 f = standing 0.001 0.994 0.677 0.806 g = running 0.036 0.774 0.752 0.763 h = walking ------------------------------------------------------- 0.044 0.762 0.720 0.727 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.738 0.741 0.739 a = climbing down 0.061 0.607 0.783 0.684 b = climbing up 0.000 0.989 0.984 0.987 c = jumping 0.006 0.964 0.850 0.904 d = lying 0.074 0.573 0.531 0.551 e = sitting 0.094 0.572 0.703 0.631 f = standing 0.015 0.920 0.966 0.942 g = running 0.011 0.910 0.637 0.750 h = walking ------------------------------------------------------- 0.041 0.766 0.748 0.751 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.014 0.833 0.546 0.660 a = climbing down 0.100 0.497 0.594 0.541 b = climbing up 0.001 0.944 0.478 0.634 c = jumping 0.002 0.986 0.946 0.966 d = lying 0.099 0.563 0.767 0.649 e = sitting 0.048 0.598 0.434 0.503 f = standing 0.014 0.920 0.961 0.940 g = running 0.080 0.573 0.603 0.588 h = walking ------------------------------------------------------- 0.051 0.711 0.693 0.692 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.044 0.659 0.664 0.661 a = climbing down 0.061 0.617 0.648 0.632 b = climbing up 0.006 0.715 0.715 0.715 c = jumping 0.002 0.991 0.979 0.985 d = lying 0.120 0.519 0.763 0.618 e = sitting 0.043 0.563 0.323 0.410 f = standing 0.009 0.945 0.954 0.950 g = running 0.039 0.759 0.694 0.725 h = walking ------------------------------------------------------- 0.044 0.726 0.720 0.715 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.744 0.418 0.535 a = climbing down 0.196 0.410 0.855 0.554 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.001 0.994 0.942 0.967 d = lying 0.131 0.507 0.736 0.600 e = sitting 0.035 0.464 0.176 0.255 f = standing 0.012 0.931 0.996 0.962 g = running 0.033 0.565 0.241 0.338 h = walking ------------------------------------------------------- 0.061 0.662 0.637 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.058 0.407 0.569 0.475 a = climbing down 0.151 0.397 0.644 0.491 b = climbing up 0.008 0.210 0.098 0.133 c = jumping 0.003 0.890 0.125 0.220 d = lying 0.095 0.497 0.519 0.507 e = sitting 0.214 0.286 0.469 0.355 f = standing 0.017 0.907 0.929 0.918 g = running 0.026 0.763 0.422 0.543 h = walking ------------------------------------------------------- 0.079 0.606 0.507 0.495 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.772 0.615 0.684 a = climbing down 0.052 0.603 0.523 0.560 b = climbing up 0.000 0.992 0.783 0.875 c = jumping 0.008 0.949 0.878 0.912 d = lying 0.090 0.573 0.731 0.642 e = sitting 0.064 0.583 0.526 0.553 f = standing 0.006 0.962 0.888 0.924 g = running 0.075 0.669 0.862 0.754 h = walking ------------------------------------------------------- 0.045 0.738 0.727 0.727 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.052 0.633 0.692 0.661 a = climbing down 0.084 0.653 0.907 0.759 b = climbing up 0.000 0.987 0.987 0.987 c = jumping 0.032 0.819 0.864 0.841 d = lying 0.023 0.701 0.320 0.439 e = sitting 0.124 0.511 0.746 0.606 f = standing 0.008 0.929 0.682 0.786 g = running 0.029 0.785 0.631 0.700 h = walking ------------------------------------------------------- 0.050 0.724 0.697 0.690 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.158 0.432 0.893 0.582 a = climbing down 0.010 0.862 0.435 0.578 b = climbing up 0.061 0.250 0.976 0.398 c = jumping 0.004 0.977 0.911 0.943 d = lying 0.065 0.720 0.961 0.823 e = sitting 0.015 0.883 0.629 0.734 f = standing 0.006 0.949 0.587 0.725 g = running 0.029 0.694 0.380 0.491 h = walking ------------------------------------------------------- 0.038 0.786 0.692 0.698 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.030 0.758 0.762 0.760 a = climbing down 0.025 0.770 0.551 0.642 b = climbing up 0.003 0.878 0.950 0.912 c = jumping 0.029 0.827 0.838 0.833 d = lying 0.036 0.766 0.722 0.743 e = sitting 0.034 0.792 0.795 0.793 f = standing 0.051 0.765 0.808 0.786 g = running 0.062 0.713 0.857 0.778 h = walking ------------------------------------------------------- 0.038 0.772 0.770 0.767 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.063 0.572 0.559 0.565 a = climbing down 0.077 0.663 0.830 0.737 b = climbing up 0.000 1.000 0.789 0.882 c = jumping 0.071 0.644 0.845 0.731 d = lying 0.127 0.499 0.944 0.653 e = sitting 0.035 0.662 0.481 0.557 f = standing 0.005 0.958 0.398 0.562 g = running 0.023 0.788 0.617 0.692 h = walking ------------------------------------------------------- 0.053 0.709 0.652 0.642 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.105 0.418 0.661 0.512 a = climbing down 0.062 0.614 0.703 0.655 b = climbing up 0.000 1.000 0.899 0.947 c = jumping 0.024 0.837 0.794 0.815 d = lying 0.125 0.480 0.836 0.610 e = sitting 0.047 0.719 0.777 0.747 f = standing 0.002 0.985 0.528 0.687 g = running 0.013 0.854 0.466 0.603 h = walking ------------------------------------------------------- 0.045 0.747 0.667 0.674 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.030 0.749 0.700 0.724 a = climbing down 0.096 0.447 0.572 0.502 b = climbing up 0.006 0.771 0.923 0.840 c = jumping 0.029 0.845 0.915 0.879 d = lying 0.051 0.629 0.504 0.560 e = sitting 0.088 0.573 0.653 0.610 f = standing 0.006 0.963 0.906 0.934 g = running 0.053 0.625 0.515 0.565 h = walking ------------------------------------------------------- 0.049 0.698 0.690 0.690 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.016 0.819 0.543 0.653 a = climbing down 0.080 0.621 0.836 0.713 b = climbing up 0.000 0.981 0.870 0.922 c = jumping 0.017 0.889 0.808 0.846 d = lying 0.047 0.740 0.795 0.766 e = sitting 0.056 0.693 0.768 0.729 f = standing 0.003 0.981 0.898 0.938 g = running 0.040 0.736 0.718 0.727 h = walking ------------------------------------------------------- 0.036 0.791 0.776 0.777 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.084 0.379 0.521 0.439 a = climbing down 0.053 0.756 0.525 0.620 b = climbing up 0.002 0.895 0.983 0.937 c = jumping 0.049 0.615 0.525 0.566 d = lying 0.126 0.469 0.733 0.572 e = sitting 0.094 0.479 0.558 0.516 f = standing 0.008 0.889 0.444 0.592 g = running 0.054 0.701 0.822 0.756 h = walking ------------------------------------------------------- 0.064 0.641 0.594 0.597 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.051 0.650 0.764 0.703 a = climbing down 0.056 0.638 0.726 0.679 b = climbing up 0.024 0.458 0.945 0.617 c = jumping 0.022 0.881 0.989 0.932 d = lying 0.073 0.616 0.707 0.658 e = sitting 0.048 0.734 0.786 0.759 f = standing 0.005 0.964 0.602 0.741 g = running 0.029 0.758 0.552 0.638 h = walking ------------------------------------------------------- 0.038 0.756 0.731 0.730 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.170 0.306 0.649 0.416 a = climbing down 0.020 0.416 0.119 0.185 b = climbing up 0.001 0.883 0.366 0.517 c = jumping 0.017 0.889 0.736 0.805 d = lying 0.080 0.577 0.588 0.583 e = sitting 0.098 0.540 0.638 0.585 f = standing 0.053 0.766 0.954 0.850 g = running 0.020 0.793 0.440 0.566 h = walking ------------------------------------------------------- 0.061 0.642 0.602 0.593 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.018 0.790 0.523 0.629 a = climbing down 0.079 0.652 0.896 0.755 b = climbing up 0.000 0.985 0.754 0.854 c = jumping 0.007 0.957 0.865 0.908 d = lying 0.045 0.738 0.769 0.753 e = sitting 0.046 0.738 0.784 0.760 f = standing 0.011 0.937 0.968 0.952 g = running 0.028 0.824 0.738 0.779 h = walking ------------------------------------------------------- 0.033 0.810 0.799 0.797 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.005 0.944 0.707 0.809 a = climbing down 0.034 0.787 0.838 0.812 b = climbing up 0.000 0.988 0.904 0.944 c = jumping 0.021 0.892 0.984 0.936 d = lying 0.054 0.732 0.868 0.795 e = sitting 0.022 0.827 0.613 0.704 f = standing 0.007 0.960 0.994 0.977 g = running 0.037 0.805 0.872 0.837 h = walking ------------------------------------------------------- 0.026 0.850 0.845 0.842 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.026 0.693 0.543 0.609 a = climbing down 0.090 0.611 0.892 0.725 b = climbing up 0.002 0.930 0.954 0.941 c = jumping 0.003 0.976 0.732 0.836 d = lying 0.169 0.498 0.908 0.643 e = sitting 0.038 0.438 0.171 0.246 f = standing 0.005 0.967 0.978 0.973 g = running 0.018 0.852 0.594 0.700 h = walking ------------------------------------------------------- 0.051 0.723 0.699 0.683 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.088 0.373 0.749 0.498 a = climbing down 0.029 0.692 0.414 0.519 b = climbing up 0.000 1.000 0.565 0.722 c = jumping 0.003 0.981 0.944 0.962 d = lying 0.103 0.621 0.934 0.746 e = sitting 0.008 0.921 0.481 0.632 f = standing 0.041 0.812 0.980 0.888 g = running 0.017 0.896 0.725 0.802 h = walking ------------------------------------------------------- 0.036 0.799 0.748 0.745 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.798 0.638 0.709 a = climbing down 0.031 0.745 0.603 0.666 b = climbing up 0.000 0.981 0.946 0.963 c = jumping 0.014 0.922 0.925 0.923 d = lying 0.058 0.684 0.766 0.723 e = sitting 0.043 0.744 0.741 0.742 f = standing 0.003 0.979 0.890 0.932 g = running 0.070 0.696 0.909 0.788 h = walking ------------------------------------------------------- 0.034 0.802 0.794 0.793 Weighted Avg. Run: 7 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.120 0.414 0.655 0.507 a = climbing down 0.120 0.514 0.739 0.606 b = climbing up 0.000 0.949 0.247 0.392 c = jumping 0.025 0.780 0.537 0.636 d = lying 0.093 0.502 0.553 0.526 e = sitting 0.131 0.368 0.437 0.400 f = standing 0.017 0.862 0.664 0.751 g = running 0.020 0.709 0.295 0.417 h = walking ------------------------------------------------------- 0.074 0.601 0.545 0.546 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.017 0.864 0.800 0.831 a = climbing down 0.159 0.407 0.794 0.538 b = climbing up 0.007 0.753 0.982 0.853 c = jumping 0.003 0.966 0.524 0.680 d = lying 0.095 0.589 0.790 0.675 e = sitting 0.074 0.619 0.687 0.651 f = standing 0.008 0.954 0.949 0.952 g = running 0.025 0.441 0.113 0.180 h = walking ------------------------------------------------------- 0.052 0.695 0.664 0.645 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.027 0.789 0.834 0.811 a = climbing down 0.061 0.628 0.679 0.653 b = climbing up 0.002 0.929 1.000 0.963 c = jumping 0.021 0.873 0.871 0.872 d = lying 0.059 0.694 0.826 0.754 e = sitting 0.042 0.740 0.728 0.734 f = standing 0.006 0.964 0.798 0.873 g = running 0.030 0.814 0.742 0.776 h = walking ------------------------------------------------------- 0.033 0.796 0.786 0.789 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.025 0.813 0.729 0.769 a = climbing down 0.124 0.582 0.940 0.719 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.028 0.822 0.863 0.842 d = lying 0.186 0.331 0.687 0.447 e = sitting 0.062 0.438 0.339 0.382 f = standing 0.004 0.964 0.395 0.561 g = running 0.013 0.794 0.357 0.492 h = walking ------------------------------------------------------- 0.058 0.706 0.616 0.612 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.088 0.546 0.928 0.688 a = climbing down 0.014 0.862 0.629 0.727 b = climbing up 0.000 0.994 0.982 0.988 c = jumping 0.046 0.719 0.757 0.737 d = lying 0.119 0.469 0.761 0.580 e = sitting 0.080 0.492 0.504 0.498 f = standing 0.009 0.951 0.564 0.708 g = running 0.043 0.660 0.513 0.577 h = walking ------------------------------------------------------- 0.050 0.707 0.651 0.655 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.068 0.606 0.820 0.697 a = climbing down 0.045 0.633 0.579 0.605 b = climbing up 0.003 0.867 0.926 0.896 c = jumping 0.027 0.822 0.709 0.761 d = lying 0.052 0.728 0.806 0.765 e = sitting 0.077 0.589 0.613 0.601 f = standing 0.006 0.963 0.924 0.943 g = running 0.032 0.772 0.632 0.695 h = walking ------------------------------------------------------- 0.042 0.741 0.732 0.732 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.054 0.638 0.691 0.663 a = climbing down 0.073 0.585 0.663 0.621 b = climbing up 0.000 0.982 0.644 0.778 c = jumping 0.041 0.759 0.775 0.767 d = lying 0.087 0.586 0.727 0.649 e = sitting 0.053 0.566 0.415 0.479 f = standing 0.017 0.910 0.904 0.907 g = running 0.054 0.592 0.503 0.544 h = walking ------------------------------------------------------- 0.052 0.675 0.673 0.670 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.714 0.508 0.593 a = climbing down 0.228 0.407 0.506 0.452 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.120 0.317 0.378 0.345 d = lying 0.062 0.491 0.393 0.436 e = sitting 0.161 0.336 0.528 0.411 f = standing 0.034 0.805 0.972 0.881 g = running 0.022 0.113 0.018 0.031 h = walking ------------------------------------------------------- 0.081 0.398 0.413 0.394 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.011 0.880 0.676 0.765 a = climbing down 0.063 0.564 0.599 0.581 b = climbing up 0.001 0.972 0.951 0.961 c = jumping 0.019 0.892 0.978 0.933 d = lying 0.133 0.520 0.864 0.649 e = sitting 0.038 0.626 0.375 0.469 f = standing 0.001 0.991 0.711 0.828 g = running 0.060 0.676 0.777 0.723 h = walking ------------------------------------------------------- 0.044 0.750 0.718 0.717 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.006 0.908 0.547 0.682 a = climbing down 0.083 0.563 0.887 0.689 b = climbing up 0.000 1.000 0.973 0.986 c = jumping 0.038 0.788 0.794 0.791 d = lying 0.071 0.515 0.401 0.451 e = sitting 0.118 0.446 0.527 0.483 f = standing 0.040 0.815 0.982 0.891 g = running 0.005 0.959 0.673 0.791 h = walking ------------------------------------------------------- 0.052 0.715 0.690 0.687 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.006 0.864 0.326 0.473 a = climbing down 0.157 0.384 0.591 0.466 b = climbing up 0.000 1.000 0.815 0.898 c = jumping 0.042 0.649 0.439 0.524 d = lying 0.104 0.345 0.329 0.337 e = sitting 0.175 0.265 0.382 0.313 f = standing 0.004 0.974 0.981 0.977 g = running 0.078 0.526 0.486 0.505 h = walking ------------------------------------------------------- 0.081 0.572 0.515 0.522 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.063 0.532 0.559 0.545 a = climbing down 0.150 0.457 0.842 0.593 b = climbing up 0.000 1.000 0.896 0.945 c = jumping 0.013 0.911 0.773 0.837 d = lying 0.123 0.514 0.767 0.616 e = sitting 0.066 0.415 0.273 0.330 f = standing 0.020 0.892 0.993 0.940 g = running 0.006 0.731 0.099 0.174 h = walking ------------------------------------------------------- 0.060 0.650 0.618 0.584 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.005 0.910 0.493 0.640 a = climbing down 0.247 0.357 0.862 0.505 b = climbing up 0.000 0.994 0.855 0.919 c = jumping 0.006 0.955 0.750 0.840 d = lying 0.153 0.479 0.768 0.590 e = sitting 0.060 0.208 0.091 0.126 f = standing 0.004 0.978 0.993 0.985 g = running 0.022 0.220 0.034 0.060 h = walking ------------------------------------------------------- 0.072 0.579 0.575 0.536 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.138 0.236 0.615 0.341 a = climbing down 0.085 0.416 0.394 0.405 b = climbing up 0.005 0.807 0.839 0.823 c = jumping 0.064 0.736 0.977 0.840 d = lying 0.085 0.622 0.769 0.688 e = sitting 0.026 0.688 0.315 0.432 f = standing 0.034 0.837 0.982 0.904 g = running 0.029 0.331 0.073 0.120 h = walking ------------------------------------------------------- 0.057 0.587 0.591 0.554 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.013 0.837 0.535 0.653 a = climbing down 0.149 0.465 0.861 0.604 b = climbing up 0.000 0.992 0.716 0.832 c = jumping 0.057 0.713 0.813 0.760 d = lying 0.048 0.596 0.433 0.502 e = sitting 0.098 0.507 0.595 0.547 f = standing 0.010 0.941 0.889 0.914 g = running 0.016 0.841 0.483 0.614 h = walking ------------------------------------------------------- 0.054 0.708 0.663 0.663 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.017 0.823 0.582 0.682 a = climbing down 0.090 0.479 0.571 0.521 b = climbing up 0.000 0.981 0.711 0.825 c = jumping 0.046 0.451 0.222 0.297 d = lying 0.085 0.518 0.528 0.523 e = sitting 0.176 0.298 0.416 0.348 f = standing 0.012 0.931 0.995 0.962 g = running 0.079 0.594 0.661 0.626 h = walking ------------------------------------------------------- 0.073 0.584 0.567 0.564 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.085 0.630 0.838 0.719 a = climbing down 0.067 0.000 0.000 0.000 b = climbing up 0.000 0.982 0.994 0.988 c = jumping 0.031 0.870 0.920 0.894 d = lying 0.042 0.807 0.780 0.793 e = sitting 0.038 0.808 0.715 0.759 f = standing 0.003 0.972 1.000 0.986 g = running 0.009 0.898 0.382 0.536 h = walking ------------------------------------------------------- 0.034 0.746 0.704 0.709 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.016 0.856 0.778 0.815 a = climbing down 0.111 0.514 0.779 0.620 b = climbing up 0.000 0.994 0.935 0.964 c = jumping 0.100 0.522 0.667 0.585 d = lying 0.076 0.563 0.617 0.589 e = sitting 0.058 0.467 0.310 0.372 f = standing 0.003 0.982 0.795 0.879 g = running 0.041 0.713 0.576 0.637 h = walking ------------------------------------------------------- 0.056 0.672 0.650 0.651 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.157 0.300 0.446 0.359 a = climbing down 0.111 0.377 0.368 0.373 b = climbing up 0.006 0.723 0.979 0.832 c = jumping 0.041 0.587 0.382 0.463 d = lying 0.186 0.370 0.820 0.510 e = sitting 0.073 0.440 0.401 0.420 f = standing 0.004 0.955 0.332 0.493 g = running 0.056 0.524 0.447 0.482 h = walking ------------------------------------------------------- 0.082 0.543 0.449 0.449 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.041 0.649 0.661 0.655 a = climbing down 0.097 0.428 0.519 0.469 b = climbing up 0.002 0.911 0.970 0.940 c = jumping 0.053 0.642 0.615 0.628 d = lying 0.135 0.458 0.816 0.586 e = sitting 0.080 0.450 0.427 0.438 f = standing 0.002 0.985 0.529 0.688 g = running 0.068 0.566 0.537 0.551 h = walking ------------------------------------------------------- 0.060 0.640 0.583 0.589 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.076 0.534 0.679 0.598 a = climbing down 0.146 0.323 0.513 0.396 b = climbing up 0.001 0.955 0.784 0.861 c = jumping 0.073 0.513 0.438 0.472 d = lying 0.083 0.613 0.774 0.684 e = sitting 0.072 0.557 0.505 0.530 f = standing 0.007 0.959 0.934 0.947 g = running 0.038 0.350 0.120 0.179 h = walking ------------------------------------------------------- 0.067 0.568 0.570 0.555 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.042 0.539 0.356 0.428 a = climbing down 0.170 0.389 0.700 0.500 b = climbing up 0.003 0.854 0.983 0.914 c = jumping 0.026 0.765 0.514 0.615 d = lying 0.100 0.413 0.414 0.413 e = sitting 0.123 0.428 0.554 0.483 f = standing 0.003 0.980 0.882 0.929 g = running 0.068 0.313 0.200 0.244 h = walking ------------------------------------------------------- 0.073 0.564 0.537 0.535 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.042 0.651 0.797 0.717 a = climbing down 0.049 0.691 0.352 0.466 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.084 0.508 0.586 0.544 d = lying 0.063 0.653 0.785 0.713 e = sitting 0.126 0.371 0.482 0.419 f = standing 0.026 0.843 0.973 0.904 g = running 0.050 0.696 0.743 0.719 h = walking ------------------------------------------------------- 0.055 0.552 0.590 0.560 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.932 0.488 0.641 a = climbing down 0.084 0.484 0.573 0.524 b = climbing up 0.000 0.989 1.000 0.995 c = jumping 0.045 0.339 0.141 0.199 d = lying 0.051 0.641 0.545 0.589 e = sitting 0.189 0.434 0.862 0.577 f = standing 0.003 0.980 0.717 0.828 g = running 0.077 0.631 0.812 0.710 h = walking ------------------------------------------------------- 0.063 0.650 0.609 0.600 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.021 0.775 0.636 0.699 a = climbing down 0.093 0.469 0.671 0.552 b = climbing up 0.000 0.971 0.370 0.535 c = jumping 0.182 0.279 0.394 0.327 d = lying 0.109 0.356 0.321 0.338 e = sitting 0.045 0.660 0.490 0.562 f = standing 0.018 0.906 0.965 0.935 g = running 0.029 0.796 0.627 0.701 h = walking ------------------------------------------------------- 0.071 0.610 0.574 0.581 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.024 0.721 0.485 0.580 a = climbing down 0.114 0.450 0.563 0.500 b = climbing up 0.000 0.982 0.904 0.942 c = jumping 0.031 0.642 0.322 0.429 d = lying 0.106 0.527 0.716 0.607 e = sitting 0.136 0.317 0.381 0.346 f = standing 0.006 0.964 0.978 0.971 g = running 0.080 0.534 0.516 0.525 h = walking ------------------------------------------------------- 0.071 0.597 0.573 0.571 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.053 0.625 0.685 0.653 a = climbing down 0.086 0.492 0.551 0.520 b = climbing up 0.001 0.938 0.907 0.922 c = jumping 0.032 0.613 0.295 0.398 d = lying 0.200 0.384 0.739 0.505 e = sitting 0.029 0.731 0.465 0.568 f = standing 0.004 0.975 0.994 0.984 g = running 0.049 0.646 0.507 0.568 h = walking ------------------------------------------------------- 0.063 0.648 0.609 0.606 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.039 0.567 0.461 0.509 a = climbing down 0.212 0.340 0.688 0.455 b = climbing up 0.001 0.975 0.990 0.982 c = jumping 0.012 0.913 0.707 0.797 d = lying 0.110 0.522 0.661 0.583 e = sitting 0.052 0.479 0.275 0.350 f = standing 0.003 0.980 0.993 0.987 g = running 0.038 0.600 0.324 0.421 h = walking ------------------------------------------------------- 0.066 0.640 0.599 0.597 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.247 0.196 0.860 0.319 a = climbing down 0.022 0.673 0.287 0.402 b = climbing up 0.025 0.479 1.000 0.648 c = jumping 0.019 0.895 0.887 0.891 d = lying 0.062 0.690 0.761 0.724 e = sitting 0.047 0.706 0.620 0.660 f = standing 0.001 0.994 0.831 0.905 g = running 0.015 0.510 0.078 0.135 h = walking ------------------------------------------------------- 0.042 0.701 0.605 0.599 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.031 0.741 0.674 0.706 a = climbing down 0.130 0.375 0.517 0.435 b = climbing up 0.001 0.971 0.982 0.976 c = jumping 0.074 0.594 0.618 0.606 d = lying 0.078 0.581 0.656 0.616 e = sitting 0.047 0.675 0.576 0.622 f = standing 0.024 0.870 0.895 0.882 g = running 0.051 0.570 0.390 0.463 h = walking ------------------------------------------------------- 0.061 0.638 0.626 0.627 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.137 0.338 0.541 0.416 a = climbing down 0.053 0.642 0.543 0.589 b = climbing up 0.000 1.000 0.861 0.925 c = jumping 0.036 0.819 0.976 0.891 d = lying 0.163 0.438 0.748 0.552 e = sitting 0.013 0.101 0.009 0.016 f = standing 0.022 0.821 0.628 0.711 g = running 0.091 0.444 0.428 0.435 h = walking ------------------------------------------------------- 0.071 0.524 0.555 0.522 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.252 0.299 0.800 0.435 a = climbing down 0.040 0.456 0.243 0.317 b = climbing up 0.070 0.229 0.982 0.372 c = jumping 0.034 0.654 0.360 0.465 d = lying 0.061 0.683 0.765 0.722 e = sitting 0.108 0.531 0.707 0.607 f = standing 0.004 0.954 0.490 0.647 g = running 0.010 0.096 0.006 0.011 h = walking ------------------------------------------------------- 0.068 0.527 0.489 0.460 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.162 0.390 0.848 0.535 a = climbing down 0.061 0.580 0.556 0.567 b = climbing up 0.000 1.000 0.962 0.980 c = jumping 0.022 0.876 0.941 0.907 d = lying 0.102 0.531 0.715 0.609 e = sitting 0.045 0.633 0.478 0.545 f = standing 0.002 0.991 0.786 0.877 g = running 0.021 0.551 0.146 0.231 h = walking ------------------------------------------------------- 0.053 0.675 0.638 0.624 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.053 0.544 0.421 0.475 a = climbing down 0.166 0.496 0.898 0.639 b = climbing up 0.002 0.872 0.727 0.793 c = jumping 0.016 0.875 0.757 0.812 d = lying 0.215 0.252 0.542 0.344 e = sitting 0.108 0.209 0.202 0.206 f = standing 0.005 0.949 0.392 0.555 g = running 0.023 0.439 0.128 0.199 h = walking ------------------------------------------------------- 0.077 0.580 0.489 0.483 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.164 0.332 0.718 0.454 a = climbing down 0.079 0.441 0.443 0.442 b = climbing up 0.001 0.519 0.084 0.145 c = jumping 0.044 0.722 0.737 0.730 d = lying 0.141 0.334 0.512 0.405 e = sitting 0.080 0.378 0.320 0.347 f = standing 0.062 0.715 0.533 0.611 g = running 0.016 0.712 0.240 0.359 h = walking ------------------------------------------------------- 0.077 0.548 0.488 0.486 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.045 0.647 0.640 0.643 a = climbing down 0.064 0.616 0.758 0.680 b = climbing up 0.012 0.626 0.994 0.768 c = jumping 0.028 0.838 0.835 0.836 d = lying 0.104 0.567 0.786 0.659 e = sitting 0.035 0.643 0.346 0.450 f = standing 0.024 0.870 0.878 0.874 g = running 0.031 0.781 0.648 0.708 h = walking ------------------------------------------------------- 0.046 0.713 0.704 0.697 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.130 0.298 0.401 0.342 a = climbing down 0.049 0.648 0.584 0.614 b = climbing up 0.000 0.987 0.853 0.915 c = jumping 0.017 0.885 0.766 0.821 d = lying 0.069 0.401 0.275 0.326 e = sitting 0.139 0.435 0.648 0.520 f = standing 0.007 0.961 0.900 0.929 g = running 0.104 0.210 0.178 0.192 h = walking ------------------------------------------------------- 0.070 0.571 0.554 0.556 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.016 0.464 0.144 0.220 a = climbing down 0.180 0.506 0.591 0.545 b = climbing up 0.000 0.987 0.817 0.894 c = jumping 0.058 0.661 0.763 0.708 d = lying 0.061 0.436 0.310 0.363 e = sitting 0.184 0.295 0.498 0.371 f = standing 0.015 0.902 0.938 0.920 g = running 0.015 0.838 0.502 0.628 h = walking ------------------------------------------------------- 0.088 0.588 0.560 0.555 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.031 0.691 0.554 0.615 a = climbing down 0.114 0.510 0.866 0.642 b = climbing up 0.004 0.815 0.898 0.855 c = jumping 0.013 0.923 0.976 0.949 d = lying 0.104 0.410 0.436 0.423 e = sitting 0.104 0.498 0.610 0.548 f = standing 0.003 0.981 0.700 0.817 g = running 0.021 0.767 0.429 0.550 h = walking ------------------------------------------------------- 0.052 0.700 0.658 0.661 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.044 0.591 0.554 0.572 a = climbing down 0.106 0.499 0.870 0.635 b = climbing up 0.001 0.967 0.983 0.975 c = jumping 0.040 0.560 0.284 0.377 d = lying 0.111 0.213 0.161 0.184 e = sitting 0.215 0.333 0.596 0.427 f = standing 0.026 0.870 0.959 0.912 g = running 0.005 0.924 0.333 0.489 h = walking ------------------------------------------------------- 0.077 0.579 0.530 0.514 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.716 0.505 0.592 a = climbing down 0.066 0.425 0.295 0.348 b = climbing up 0.000 0.982 0.640 0.775 c = jumping 0.007 0.904 0.398 0.553 d = lying 0.073 0.227 0.130 0.165 e = sitting 0.217 0.355 0.723 0.476 f = standing 0.015 0.904 0.861 0.882 g = running 0.158 0.440 0.695 0.539 h = walking ------------------------------------------------------- 0.081 0.572 0.518 0.511 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.031 0.588 0.346 0.436 a = climbing down 0.050 0.620 0.540 0.577 b = climbing up 0.003 0.888 0.918 0.903 c = jumping 0.014 0.923 0.950 0.936 d = lying 0.080 0.493 0.463 0.477 e = sitting 0.083 0.497 0.476 0.487 f = standing 0.059 0.739 0.978 0.842 g = running 0.076 0.635 0.750 0.688 h = walking ------------------------------------------------------- 0.056 0.650 0.661 0.648 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.038 0.589 0.499 0.540 a = climbing down 0.188 0.398 0.780 0.527 b = climbing up 0.015 0.579 0.921 0.711 c = jumping 0.011 0.937 0.917 0.927 d = lying 0.142 0.429 0.582 0.494 e = sitting 0.067 0.348 0.208 0.261 f = standing 0.002 0.987 0.886 0.934 g = running 0.014 0.715 0.196 0.308 h = walking ------------------------------------------------------- 0.066 0.629 0.588 0.572 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.276 0.516 0.360 a = climbing down 0.040 0.715 0.663 0.688 b = climbing up 0.025 0.459 0.954 0.619 c = jumping 0.017 0.909 0.914 0.911 d = lying 0.098 0.601 0.818 0.693 e = sitting 0.035 0.688 0.424 0.524 f = standing 0.136 0.520 0.822 0.637 g = running 0.009 0.139 0.008 0.015 h = walking ------------------------------------------------------- 0.057 0.564 0.602 0.556 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.047 0.597 0.533 0.563 a = climbing down 0.109 0.398 0.481 0.435 b = climbing up 0.002 0.370 0.059 0.102 c = jumping 0.026 0.858 0.913 0.885 d = lying 0.083 0.484 0.470 0.477 e = sitting 0.082 0.466 0.422 0.443 f = standing 0.047 0.773 0.905 0.834 g = running 0.074 0.527 0.470 0.497 h = walking ------------------------------------------------------- 0.065 0.587 0.595 0.587 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.217 0.286 0.672 0.401 a = climbing down 0.107 0.521 0.670 0.586 b = climbing up 0.036 0.277 0.770 0.408 c = jumping 0.048 0.769 0.961 0.854 d = lying 0.074 0.407 0.299 0.345 e = sitting 0.082 0.328 0.230 0.270 f = standing 0.060 0.288 0.150 0.198 g = running 0.031 0.144 0.030 0.050 h = walking ------------------------------------------------------- 0.084 0.392 0.429 0.386 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.073 0.601 0.816 0.692 a = climbing down 0.041 0.705 0.716 0.710 b = climbing up 0.011 0.630 0.926 0.750 c = jumping 0.103 0.591 0.851 0.697 d = lying 0.002 0.989 0.941 0.964 e = sitting 0.029 0.702 0.396 0.506 f = standing 0.020 0.887 0.895 0.891 g = running 0.024 0.795 0.531 0.637 h = walking ------------------------------------------------------- 0.040 0.756 0.737 0.730 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.080 0.556 0.817 0.661 a = climbing down 0.063 0.656 0.796 0.719 b = climbing up 0.000 0.994 0.922 0.957 c = jumping 0.005 0.965 0.918 0.941 d = lying 0.057 0.720 0.913 0.805 e = sitting 0.028 0.827 0.824 0.826 f = standing 0.006 0.963 0.801 0.874 g = running 0.025 0.702 0.336 0.454 h = walking ------------------------------------------------------- 0.034 0.787 0.769 0.762 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.031 0.675 0.427 0.523 a = climbing down 0.088 0.629 0.820 0.712 b = climbing up 0.000 0.977 0.860 0.915 c = jumping 0.018 0.848 0.663 0.745 d = lying 0.113 0.507 0.874 0.642 e = sitting 0.099 0.514 0.741 0.607 f = standing 0.005 0.946 0.368 0.529 g = running 0.051 0.673 0.770 0.718 h = walking ------------------------------------------------------- 0.053 0.711 0.646 0.637 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.161 0.369 0.822 0.509 a = climbing down 0.063 0.624 0.750 0.681 b = climbing up 0.001 0.940 0.479 0.635 c = jumping 0.012 0.871 0.534 0.662 d = lying 0.109 0.476 0.717 0.572 e = sitting 0.106 0.522 0.757 0.618 f = standing 0.007 0.958 0.530 0.682 g = running 0.029 0.186 0.041 0.067 h = walking ------------------------------------------------------- 0.059 0.619 0.570 0.552 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.017 0.822 0.611 0.700 a = climbing down 0.089 0.508 0.676 0.580 b = climbing up 0.002 0.901 0.994 0.945 c = jumping 0.089 0.603 0.768 0.675 d = lying 0.058 0.732 0.913 0.812 e = sitting 0.027 0.706 0.357 0.474 f = standing 0.003 0.981 0.932 0.956 g = running 0.057 0.652 0.621 0.636 h = walking ------------------------------------------------------- 0.047 0.722 0.706 0.699 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.105 0.497 0.754 0.599 a = climbing down 0.041 0.690 0.583 0.632 b = climbing up 0.001 0.971 0.938 0.954 c = jumping 0.033 0.798 0.790 0.794 d = lying 0.031 0.766 0.608 0.678 e = sitting 0.098 0.539 0.693 0.606 f = standing 0.004 0.979 0.891 0.933 g = running 0.030 0.735 0.539 0.622 h = walking ------------------------------------------------------- 0.046 0.730 0.703 0.708 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.127 0.294 0.538 0.381 a = climbing down 0.126 0.571 0.536 0.553 b = climbing up 0.003 0.846 0.919 0.881 c = jumping 0.089 0.422 0.434 0.428 d = lying 0.057 0.677 0.797 0.732 e = sitting 0.106 0.461 0.589 0.518 f = standing 0.031 0.559 0.276 0.370 g = running 0.034 0.593 0.321 0.416 h = walking ------------------------------------------------------- 0.083 0.533 0.510 0.505 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.075 0.489 0.579 0.530 a = climbing down 0.093 0.527 0.757 0.621 b = climbing up 0.001 0.955 0.836 0.892 c = jumping 0.049 0.752 0.924 0.829 d = lying 0.078 0.666 0.931 0.776 e = sitting 0.027 0.769 0.534 0.630 f = standing 0.009 0.950 0.723 0.821 g = running 0.022 0.717 0.349 0.469 h = walking ------------------------------------------------------- 0.046 0.721 0.692 0.685 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.080 0.461 0.589 0.517 a = climbing down 0.023 0.598 0.285 0.386 b = climbing up 0.002 0.919 0.955 0.937 c = jumping 0.008 0.918 0.474 0.625 d = lying 0.044 0.780 0.829 0.804 e = sitting 0.112 0.576 0.849 0.687 f = standing 0.019 0.902 0.963 0.931 g = running 0.066 0.647 0.683 0.665 h = walking ------------------------------------------------------- 0.049 0.719 0.695 0.685 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.043 0.623 0.565 0.592 a = climbing down 0.103 0.580 0.850 0.689 b = climbing up 0.001 0.948 0.838 0.890 c = jumping 0.030 0.512 0.181 0.267 d = lying 0.069 0.684 0.896 0.776 e = sitting 0.118 0.465 0.620 0.532 f = standing 0.010 0.889 0.495 0.636 g = running 0.067 0.652 0.708 0.679 h = walking ------------------------------------------------------- 0.062 0.635 0.621 0.601 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.018 0.821 0.657 0.730 a = climbing down 0.049 0.712 0.802 0.755 b = climbing up 0.001 0.945 0.862 0.902 c = jumping 0.033 0.809 0.813 0.811 d = lying 0.040 0.790 0.879 0.832 e = sitting 0.045 0.696 0.595 0.642 f = standing 0.012 0.935 0.987 0.960 g = running 0.046 0.745 0.766 0.755 h = walking ------------------------------------------------------- 0.034 0.790 0.791 0.788 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.033 0.685 0.663 0.674 a = climbing down 0.043 0.721 0.706 0.713 b = climbing up 0.001 0.973 0.917 0.944 c = jumping 0.024 0.864 0.891 0.877 d = lying 0.073 0.700 0.921 0.796 e = sitting 0.025 0.768 0.489 0.597 f = standing 0.016 0.910 0.990 0.948 g = running 0.044 0.738 0.711 0.724 h = walking ------------------------------------------------------- 0.037 0.777 0.776 0.770 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.042 0.326 0.294 0.309 a = climbing down 0.009 0.901 0.525 0.663 b = climbing up 0.004 0.828 0.882 0.854 c = jumping 0.018 0.895 0.842 0.868 d = lying 0.021 0.891 0.934 0.912 e = sitting 0.023 0.873 0.865 0.869 f = standing 0.170 0.509 0.983 0.671 g = running 0.002 0.983 0.519 0.679 h = walking ------------------------------------------------------- 0.040 0.809 0.751 0.750 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.018 0.738 0.387 0.508 a = climbing down 0.183 0.422 0.888 0.572 b = climbing up 0.000 1.000 0.848 0.917 c = jumping 0.004 0.968 0.743 0.841 d = lying 0.052 0.727 0.837 0.778 e = sitting 0.066 0.676 0.814 0.739 f = standing 0.006 0.964 0.859 0.909 g = running 0.043 0.408 0.170 0.240 h = walking ------------------------------------------------------- 0.051 0.710 0.679 0.666 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.119 0.414 0.649 0.505 a = climbing down 0.107 0.589 0.880 0.706 b = climbing up 0.001 0.961 0.987 0.974 c = jumping 0.058 0.453 0.290 0.353 d = lying 0.053 0.656 0.593 0.623 e = sitting 0.144 0.433 0.633 0.514 f = standing 0.001 0.991 0.711 0.828 g = running 0.025 0.500 0.145 0.225 h = walking ------------------------------------------------------- 0.071 0.585 0.563 0.544 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.152 0.394 0.733 0.512 a = climbing down 0.010 0.850 0.415 0.558 b = climbing up 0.005 0.717 0.641 0.677 c = jumping 0.150 0.446 0.688 0.541 d = lying 0.008 0.935 0.628 0.751 e = sitting 0.055 0.278 0.121 0.168 f = standing 0.133 0.564 0.996 0.720 g = running 0.032 0.421 0.136 0.205 h = walking ------------------------------------------------------- 0.075 0.555 0.530 0.495 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.114 0.399 0.616 0.484 a = climbing down 0.067 0.664 0.872 0.754 b = climbing up 0.003 0.883 0.956 0.918 c = jumping 0.109 0.218 0.186 0.201 d = lying 0.046 0.766 0.944 0.845 e = sitting 0.135 0.265 0.299 0.281 f = standing 0.012 0.928 0.773 0.843 g = running 0.036 0.363 0.114 0.174 h = walking ------------------------------------------------------- 0.069 0.534 0.548 0.524 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.109 0.301 0.313 0.307 a = climbing down 0.076 0.625 0.698 0.660 b = climbing up 0.001 0.923 0.960 0.941 c = jumping 0.064 0.629 0.705 0.665 d = lying 0.159 0.450 0.973 0.616 e = sitting 0.034 0.620 0.395 0.482 f = standing 0.004 0.965 0.387 0.553 g = running 0.072 0.432 0.399 0.415 h = walking ------------------------------------------------------- 0.067 0.613 0.548 0.540 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.137 0.316 0.552 0.402 a = climbing down 0.040 0.682 0.609 0.643 b = climbing up 0.001 0.929 0.394 0.553 c = jumping 0.058 0.532 0.418 0.468 d = lying 0.129 0.491 0.899 0.635 e = sitting 0.092 0.476 0.545 0.508 f = standing 0.021 0.881 0.541 0.670 g = running 0.053 0.451 0.268 0.337 h = walking ------------------------------------------------------- 0.067 0.591 0.537 0.537 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.052 0.559 0.504 0.530 a = climbing down 0.136 0.391 0.629 0.482 b = climbing up 0.001 0.000 0.000 0.000 c = jumping 0.081 0.596 0.672 0.632 d = lying 0.045 0.766 0.845 0.804 e = sitting 0.048 0.623 0.429 0.509 f = standing 0.020 0.898 0.947 0.922 g = running 0.067 0.366 0.222 0.276 h = walking ------------------------------------------------------- 0.056 0.525 0.531 0.519 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.104 0.346 0.399 0.371 a = climbing down 0.112 0.511 0.752 0.609 b = climbing up 0.000 0.976 0.933 0.954 c = jumping 0.053 0.623 0.524 0.569 d = lying 0.047 0.745 0.807 0.775 e = sitting 0.095 0.489 0.552 0.519 f = standing 0.005 0.974 0.901 0.936 g = running 0.011 0.837 0.359 0.502 h = walking ------------------------------------------------------- 0.058 0.665 0.631 0.631 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.117 0.319 0.560 0.407 a = climbing down 0.084 0.665 0.533 0.592 b = climbing up 0.000 0.978 0.483 0.647 c = jumping 0.045 0.496 0.298 0.372 d = lying 0.035 0.779 0.809 0.794 e = sitting 0.176 0.409 0.794 0.540 f = standing 0.010 0.080 0.006 0.011 g = running 0.106 0.429 0.514 0.468 h = walking ------------------------------------------------------- 0.080 0.494 0.507 0.478 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.158 0.371 0.747 0.496 a = climbing down 0.042 0.616 0.491 0.546 b = climbing up 0.000 0.987 0.434 0.603 c = jumping 0.048 0.661 0.572 0.613 d = lying 0.064 0.693 0.865 0.770 e = sitting 0.076 0.622 0.745 0.678 f = standing 0.016 0.911 0.715 0.801 g = running 0.046 0.305 0.125 0.177 h = walking ------------------------------------------------------- 0.059 0.625 0.610 0.597 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.097 0.338 0.429 0.378 a = climbing down 0.024 0.467 0.171 0.250 b = climbing up 0.001 0.960 0.786 0.864 c = jumping 0.097 0.442 0.429 0.435 d = lying 0.068 0.703 0.859 0.773 e = sitting 0.088 0.416 0.347 0.379 f = standing 0.014 0.925 0.966 0.945 g = running 0.064 0.707 0.860 0.776 h = walking ------------------------------------------------------- 0.063 0.596 0.611 0.593 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.059 0.406 0.318 0.357 a = climbing down 0.076 0.635 0.797 0.707 b = climbing up 0.006 0.720 0.808 0.762 c = jumping 0.061 0.569 0.455 0.505 d = lying 0.055 0.726 0.885 0.798 e = sitting 0.088 0.459 0.449 0.454 f = standing 0.011 0.921 0.748 0.825 g = running 0.075 0.613 0.670 0.640 h = walking ------------------------------------------------------- 0.060 0.626 0.629 0.622 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.105 0.168 0.164 0.166 a = climbing down 0.159 0.437 0.820 0.570 b = climbing up 0.000 0.992 0.702 0.822 c = jumping 0.032 0.803 0.750 0.776 d = lying 0.059 0.674 0.717 0.695 e = sitting 0.083 0.533 0.553 0.543 f = standing 0.010 0.942 0.993 0.966 g = running 0.006 0.826 0.169 0.281 h = walking ------------------------------------------------------- 0.061 0.652 0.606 0.588 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.108 0.298 0.416 0.347 a = climbing down 0.084 0.564 0.687 0.620 b = climbing up 0.020 0.484 0.816 0.608 c = jumping 0.020 0.871 0.786 0.827 d = lying 0.042 0.765 0.738 0.751 e = sitting 0.069 0.625 0.667 0.646 f = standing 0.021 0.871 0.858 0.865 g = running 0.032 0.648 0.334 0.441 h = walking ------------------------------------------------------- 0.050 0.678 0.654 0.655 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.161 0.111 0.289 0.160 a = climbing down 0.014 0.724 0.239 0.360 b = climbing up 0.016 0.407 0.518 0.456 c = jumping 0.011 0.690 0.136 0.227 d = lying 0.142 0.553 0.965 0.703 e = sitting 0.147 0.227 0.238 0.233 f = standing 0.012 0.931 0.877 0.903 g = running 0.092 0.501 0.472 0.486 h = walking ------------------------------------------------------- 0.076 0.564 0.480 0.465 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.077 0.284 0.237 0.258 a = climbing down 0.213 0.309 0.634 0.416 b = climbing up 0.041 0.320 0.959 0.479 c = jumping 0.046 0.719 0.673 0.695 d = lying 0.019 0.605 0.179 0.276 e = sitting 0.194 0.392 0.734 0.511 f = standing 0.001 0.143 0.001 0.002 g = running 0.104 0.293 0.245 0.267 h = walking ------------------------------------------------------- 0.091 0.394 0.397 0.350 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.025 0.796 0.759 0.777 a = climbing down 0.031 0.787 0.654 0.714 b = climbing up 0.001 0.944 0.912 0.927 c = jumping 0.014 0.348 0.045 0.080 d = lying 0.097 0.509 0.588 0.546 e = sitting 0.204 0.201 0.294 0.239 f = standing 0.042 0.787 0.955 0.863 g = running 0.061 0.707 0.870 0.780 h = walking ------------------------------------------------------- 0.069 0.589 0.594 0.570 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.095 0.538 0.824 0.651 a = climbing down 0.082 0.454 0.501 0.476 b = climbing up 0.011 0.664 1.000 0.798 c = jumping 0.004 0.976 0.988 0.982 d = lying 0.022 0.844 0.687 0.758 e = sitting 0.044 0.768 0.846 0.805 f = standing 0.007 0.960 0.918 0.938 g = running 0.030 0.677 0.362 0.472 h = walking ------------------------------------------------------- 0.037 0.758 0.742 0.737 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.860 0.862 0.861 a = climbing down 0.060 0.639 0.707 0.671 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.034 0.824 0.977 0.894 d = lying 0.034 0.781 0.752 0.766 e = sitting 0.038 0.758 0.740 0.749 f = standing 0.003 0.981 0.791 0.876 g = running 0.047 0.740 0.743 0.741 h = walking ------------------------------------------------------- 0.032 0.806 0.798 0.799 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.058 0.545 0.458 0.498 a = climbing down 0.170 0.454 0.771 0.571 b = climbing up 0.000 0.986 0.960 0.973 c = jumping 0.017 0.882 0.839 0.860 d = lying 0.125 0.420 0.680 0.519 e = sitting 0.079 0.537 0.649 0.588 f = standing 0.004 0.963 0.356 0.520 g = running 0.040 0.504 0.294 0.372 h = walking ------------------------------------------------------- 0.066 0.647 0.573 0.567 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.048 0.641 0.750 0.691 a = climbing down 0.057 0.650 0.749 0.696 b = climbing up 0.000 1.000 0.846 0.917 c = jumping 0.029 0.777 0.642 0.703 d = lying 0.118 0.485 0.803 0.605 e = sitting 0.087 0.531 0.644 0.582 f = standing 0.007 0.959 0.533 0.686 g = running 0.045 0.692 0.608 0.647 h = walking ------------------------------------------------------- 0.049 0.712 0.660 0.665 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.039 0.679 0.642 0.660 a = climbing down 0.081 0.536 0.689 0.603 b = climbing up 0.002 0.906 0.889 0.897 c = jumping 0.005 0.971 0.968 0.970 d = lying 0.073 0.666 0.849 0.746 e = sitting 0.031 0.781 0.606 0.682 f = standing 0.003 0.980 0.927 0.953 g = running 0.042 0.701 0.581 0.635 h = walking ------------------------------------------------------- 0.037 0.773 0.761 0.761 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.025 0.699 0.428 0.531 a = climbing down 0.033 0.518 0.229 0.317 b = climbing up 0.082 0.193 0.988 0.323 c = jumping 0.016 0.905 0.936 0.920 d = lying 0.060 0.560 0.453 0.501 e = sitting 0.090 0.528 0.606 0.564 f = standing 0.011 0.879 0.405 0.555 g = running 0.182 0.407 0.800 0.539 h = walking ------------------------------------------------------- 0.059 0.639 0.560 0.559 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.026 0.746 0.778 0.762 a = climbing down 0.050 0.782 0.578 0.665 b = climbing up 0.000 1.000 0.806 0.892 c = jumping 0.059 0.543 0.478 0.509 d = lying 0.048 0.699 0.732 0.715 e = sitting 0.156 0.360 0.570 0.441 f = standing 0.002 0.986 0.969 0.977 g = running 0.026 0.827 0.798 0.812 h = walking ------------------------------------------------------- 0.053 0.717 0.685 0.693 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.979 0.486 0.649 a = climbing down 0.068 0.635 0.857 0.729 b = climbing up 0.000 1.000 0.962 0.980 c = jumping 0.003 0.981 0.985 0.983 d = lying 0.121 0.479 0.669 0.559 e = sitting 0.080 0.501 0.478 0.489 f = standing 0.001 0.991 0.717 0.832 g = running 0.050 0.719 0.793 0.754 h = walking ------------------------------------------------------- 0.045 0.764 0.720 0.724 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.039 0.686 0.746 0.715 a = climbing down 0.066 0.604 0.829 0.699 b = climbing up 0.001 0.978 0.973 0.976 c = jumping 0.010 0.943 0.870 0.905 d = lying 0.069 0.557 0.464 0.506 e = sitting 0.103 0.540 0.673 0.599 f = standing 0.017 0.910 0.972 0.940 g = running 0.007 0.937 0.567 0.707 h = walking ------------------------------------------------------- 0.043 0.753 0.732 0.731 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.064 0.501 0.507 0.504 a = climbing down 0.101 0.485 0.568 0.523 b = climbing up 0.015 0.443 0.573 0.500 c = jumping 0.005 0.968 0.942 0.955 d = lying 0.078 0.526 0.524 0.525 e = sitting 0.065 0.520 0.429 0.470 f = standing 0.067 0.666 0.811 0.731 g = running 0.048 0.654 0.511 0.574 h = walking ------------------------------------------------------- 0.060 0.620 0.616 0.614 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.042 0.660 0.630 0.645 a = climbing down 0.048 0.666 0.633 0.649 b = climbing up 0.010 0.613 0.698 0.653 c = jumping 0.001 0.997 0.979 0.988 d = lying 0.125 0.516 0.790 0.624 e = sitting 0.038 0.584 0.306 0.402 f = standing 0.008 0.955 0.930 0.942 g = running 0.050 0.729 0.767 0.747 h = walking ------------------------------------------------------- 0.044 0.730 0.723 0.716 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.019 0.741 0.495 0.594 a = climbing down 0.194 0.408 0.842 0.550 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.002 0.991 0.941 0.965 d = lying 0.116 0.517 0.675 0.586 e = sitting 0.037 0.484 0.199 0.282 f = standing 0.017 0.903 0.994 0.946 g = running 0.031 0.625 0.291 0.397 h = walking ------------------------------------------------------- 0.059 0.671 0.644 0.625 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.075 0.359 0.598 0.449 a = climbing down 0.061 0.625 0.659 0.642 b = climbing up 0.005 0.790 0.822 0.806 c = jumping 0.002 0.963 0.273 0.426 d = lying 0.092 0.529 0.572 0.550 e = sitting 0.201 0.320 0.519 0.396 f = standing 0.040 0.810 0.953 0.876 g = running 0.005 0.953 0.516 0.670 h = walking ------------------------------------------------------- 0.065 0.684 0.585 0.587 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.024 0.767 0.604 0.676 a = climbing down 0.050 0.612 0.521 0.563 b = climbing up 0.000 0.984 0.789 0.876 c = jumping 0.005 0.968 0.876 0.920 d = lying 0.088 0.570 0.708 0.632 e = sitting 0.069 0.577 0.555 0.566 f = standing 0.006 0.961 0.888 0.923 g = running 0.076 0.665 0.865 0.752 h = walking ------------------------------------------------------- 0.045 0.740 0.727 0.728 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.064 0.588 0.709 0.642 a = climbing down 0.041 0.781 0.852 0.815 b = climbing up 0.000 0.987 0.987 0.987 c = jumping 0.033 0.755 0.617 0.679 d = lying 0.045 0.637 0.465 0.538 e = sitting 0.148 0.412 0.598 0.488 f = standing 0.004 0.959 0.589 0.730 g = running 0.036 0.810 0.893 0.850 h = walking ------------------------------------------------------- 0.053 0.712 0.680 0.683 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.185 0.383 0.855 0.529 a = climbing down 0.010 0.873 0.504 0.639 b = climbing up 0.053 0.281 1.000 0.439 c = jumping 0.004 0.976 0.917 0.946 d = lying 0.062 0.726 0.953 0.824 e = sitting 0.013 0.899 0.644 0.751 f = standing 0.006 0.947 0.639 0.763 g = running 0.033 0.472 0.169 0.249 h = walking ------------------------------------------------------- 0.042 0.752 0.675 0.672 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.867 0.888 a = climbing down 0.029 0.793 0.729 0.759 b = climbing up 0.001 0.972 0.956 0.964 c = jumping 0.032 0.812 0.844 0.828 d = lying 0.038 0.766 0.772 0.769 e = sitting 0.030 0.807 0.770 0.788 f = standing 0.034 0.831 0.815 0.823 g = running 0.048 0.764 0.859 0.808 h = walking ------------------------------------------------------- 0.032 0.812 0.811 0.811 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.063 0.520 0.455 0.485 a = climbing down 0.106 0.601 0.878 0.713 b = climbing up 0.000 1.000 0.782 0.878 c = jumping 0.063 0.663 0.814 0.730 d = lying 0.128 0.497 0.938 0.650 e = sitting 0.042 0.634 0.507 0.564 f = standing 0.004 0.960 0.389 0.554 g = running 0.026 0.717 0.477 0.573 h = walking ------------------------------------------------------- 0.057 0.684 0.625 0.612 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.059 0.557 0.654 0.602 a = climbing down 0.066 0.581 0.655 0.616 b = climbing up 0.000 1.000 0.704 0.826 c = jumping 0.013 0.896 0.693 0.781 d = lying 0.137 0.462 0.852 0.599 e = sitting 0.066 0.643 0.767 0.699 f = standing 0.007 0.959 0.543 0.693 g = running 0.034 0.740 0.594 0.659 h = walking ------------------------------------------------------- 0.048 0.730 0.666 0.673 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.032 0.731 0.671 0.700 a = climbing down 0.141 0.393 0.673 0.496 b = climbing up 0.013 0.589 0.929 0.721 c = jumping 0.026 0.858 0.907 0.882 d = lying 0.042 0.595 0.357 0.446 e = sitting 0.103 0.542 0.678 0.602 f = standing 0.017 0.902 0.874 0.888 g = running 0.029 0.675 0.348 0.459 h = walking ------------------------------------------------------- 0.053 0.676 0.650 0.645 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.810 0.564 0.665 a = climbing down 0.055 0.704 0.844 0.768 b = climbing up 0.001 0.968 0.864 0.913 c = jumping 0.018 0.875 0.776 0.823 d = lying 0.041 0.762 0.774 0.768 e = sitting 0.062 0.669 0.765 0.714 f = standing 0.008 0.955 0.914 0.934 g = running 0.034 0.804 0.879 0.840 h = walking ------------------------------------------------------- 0.033 0.804 0.796 0.795 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.020 0.769 0.690 0.727 a = climbing down 0.048 0.757 0.483 0.589 b = climbing up 0.000 0.992 0.741 0.849 c = jumping 0.051 0.586 0.487 0.532 d = lying 0.141 0.464 0.809 0.590 e = sitting 0.081 0.476 0.475 0.475 f = standing 0.019 0.881 0.984 0.930 g = running 0.049 0.702 0.752 0.726 h = walking ------------------------------------------------------- 0.058 0.672 0.648 0.645 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.028 0.779 0.784 0.782 a = climbing down 0.035 0.749 0.767 0.758 b = climbing up 0.000 0.988 0.939 0.963 c = jumping 0.016 0.906 0.985 0.944 d = lying 0.084 0.608 0.783 0.684 e = sitting 0.035 0.786 0.769 0.778 f = standing 0.004 0.976 0.722 0.830 g = running 0.030 0.808 0.779 0.793 h = walking ------------------------------------------------------- 0.032 0.814 0.799 0.801 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.042 0.649 0.679 0.664 a = climbing down 0.017 0.815 0.628 0.709 b = climbing up 0.000 1.000 0.935 0.967 c = jumping 0.027 0.854 0.867 0.860 d = lying 0.055 0.611 0.467 0.529 e = sitting 0.094 0.582 0.727 0.647 f = standing 0.041 0.811 0.978 0.887 g = running 0.029 0.818 0.748 0.782 h = walking ------------------------------------------------------- 0.044 0.740 0.738 0.734 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.801 0.498 0.614 a = climbing down 0.090 0.623 0.897 0.735 b = climbing up 0.000 0.977 0.737 0.840 c = jumping 0.008 0.949 0.869 0.907 d = lying 0.046 0.727 0.735 0.731 e = sitting 0.050 0.718 0.775 0.746 f = standing 0.011 0.936 0.965 0.951 g = running 0.027 0.829 0.721 0.771 h = walking ------------------------------------------------------- 0.035 0.802 0.787 0.786 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.010 0.910 0.786 0.843 a = climbing down 0.020 0.862 0.819 0.840 b = climbing up 0.000 0.988 0.938 0.962 c = jumping 0.024 0.876 0.980 0.925 d = lying 0.041 0.764 0.774 0.769 e = sitting 0.037 0.761 0.676 0.716 f = standing 0.006 0.964 0.994 0.979 g = running 0.036 0.813 0.898 0.854 h = walking ------------------------------------------------------- 0.025 0.851 0.851 0.849 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.011 0.821 0.439 0.572 a = climbing down 0.095 0.595 0.883 0.711 b = climbing up 0.006 0.777 0.954 0.856 c = jumping 0.007 0.956 0.829 0.888 d = lying 0.146 0.525 0.874 0.656 e = sitting 0.022 0.622 0.210 0.314 f = standing 0.016 0.908 0.948 0.928 g = running 0.036 0.770 0.678 0.721 h = walking ------------------------------------------------------- 0.049 0.738 0.711 0.692 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.095 0.295 0.567 0.388 a = climbing down 0.012 0.806 0.327 0.465 b = climbing up 0.001 0.821 0.188 0.306 c = jumping 0.005 0.974 0.974 0.974 d = lying 0.090 0.631 0.854 0.726 e = sitting 0.025 0.795 0.530 0.636 f = standing 0.061 0.741 0.975 0.842 g = running 0.029 0.839 0.767 0.801 h = walking ------------------------------------------------------- 0.040 0.766 0.723 0.714 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.797 0.644 0.713 a = climbing down 0.025 0.781 0.604 0.681 b = climbing up 0.000 0.981 0.952 0.967 c = jumping 0.012 0.931 0.920 0.925 d = lying 0.059 0.674 0.740 0.705 e = sitting 0.050 0.712 0.733 0.722 f = standing 0.005 0.969 0.890 0.927 g = running 0.070 0.701 0.928 0.799 h = walking ------------------------------------------------------- 0.034 0.801 0.792 0.791 Weighted Avg. Run: 8 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.079 0.517 0.646 0.574 a = climbing down 0.097 0.541 0.659 0.594 b = climbing up 0.000 0.958 0.153 0.264 c = jumping 0.027 0.813 0.699 0.752 d = lying 0.097 0.505 0.582 0.541 e = sitting 0.099 0.409 0.392 0.400 f = standing 0.024 0.828 0.725 0.773 g = running 0.039 0.719 0.595 0.651 h = walking ------------------------------------------------------- 0.065 0.625 0.603 0.605 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.015 0.878 0.792 0.833 a = climbing down 0.109 0.496 0.782 0.607 b = climbing up 0.030 0.403 0.982 0.571 c = jumping 0.041 0.775 0.816 0.795 d = lying 0.027 0.809 0.665 0.730 e = sitting 0.057 0.659 0.636 0.647 f = standing 0.033 0.805 0.794 0.799 g = running 0.035 0.653 0.382 0.482 h = walking ------------------------------------------------------- 0.044 0.720 0.696 0.695 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.024 0.802 0.781 0.792 a = climbing down 0.055 0.650 0.680 0.665 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.019 0.889 0.920 0.904 d = lying 0.071 0.638 0.777 0.701 e = sitting 0.045 0.695 0.634 0.663 f = standing 0.014 0.922 0.804 0.859 g = running 0.043 0.752 0.728 0.740 h = walking ------------------------------------------------------- 0.037 0.773 0.767 0.768 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.038 0.721 0.656 0.687 a = climbing down 0.112 0.599 0.912 0.723 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.033 0.801 0.864 0.832 d = lying 0.183 0.340 0.704 0.458 e = sitting 0.062 0.422 0.321 0.364 f = standing 0.002 0.976 0.388 0.555 g = running 0.027 0.650 0.365 0.468 h = walking ------------------------------------------------------- 0.060 0.678 0.602 0.596 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.072 0.590 0.915 0.718 a = climbing down 0.025 0.786 0.642 0.707 b = climbing up 0.000 0.982 0.964 0.973 c = jumping 0.046 0.721 0.772 0.746 d = lying 0.122 0.464 0.766 0.578 e = sitting 0.080 0.487 0.495 0.491 f = standing 0.007 0.958 0.550 0.699 g = running 0.041 0.689 0.554 0.614 h = walking ------------------------------------------------------- 0.050 0.707 0.655 0.659 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.069 0.521 0.584 0.551 a = climbing down 0.133 0.399 0.660 0.498 b = climbing up 0.000 0.992 0.735 0.844 c = jumping 0.053 0.663 0.589 0.624 d = lying 0.072 0.681 0.885 0.770 e = sitting 0.075 0.506 0.424 0.461 f = standing 0.008 0.948 0.816 0.877 g = running 0.032 0.650 0.349 0.454 h = walking ------------------------------------------------------- 0.059 0.643 0.618 0.616 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.078 0.563 0.734 0.637 a = climbing down 0.057 0.610 0.577 0.593 b = climbing up 0.000 0.984 0.695 0.815 c = jumping 0.036 0.789 0.805 0.797 d = lying 0.079 0.597 0.692 0.641 e = sitting 0.061 0.546 0.440 0.487 f = standing 0.020 0.898 0.906 0.902 g = running 0.054 0.582 0.481 0.527 h = walking ------------------------------------------------------- 0.053 0.669 0.668 0.665 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.011 0.020 0.002 0.004 a = climbing down 0.312 0.369 0.589 0.453 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.127 0.455 0.715 0.556 d = lying 0.018 0.515 0.125 0.202 e = sitting 0.141 0.276 0.347 0.308 f = standing 0.110 0.540 0.898 0.674 g = running 0.000 0.000 0.000 0.000 h = walking ------------------------------------------------------- 0.090 0.272 0.335 0.275 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.921 0.481 0.632 a = climbing down 0.071 0.619 0.844 0.714 b = climbing up 0.001 0.962 0.978 0.970 c = jumping 0.012 0.925 0.943 0.934 d = lying 0.133 0.502 0.804 0.618 e = sitting 0.045 0.602 0.406 0.485 f = standing 0.007 0.960 0.727 0.827 g = running 0.032 0.816 0.884 0.849 h = walking ------------------------------------------------------- 0.042 0.773 0.736 0.734 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.009 0.825 0.368 0.509 a = climbing down 0.118 0.440 0.766 0.559 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.035 0.825 0.907 0.864 d = lying 0.052 0.565 0.357 0.438 e = sitting 0.105 0.474 0.524 0.498 f = standing 0.096 0.650 0.992 0.785 g = running 0.025 0.782 0.502 0.612 h = walking ------------------------------------------------------- 0.055 0.570 0.552 0.533 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.036 0.633 0.492 0.553 a = climbing down 0.071 0.541 0.504 0.522 b = climbing up 0.000 1.000 0.646 0.785 c = jumping 0.023 0.755 0.411 0.532 d = lying 0.084 0.450 0.415 0.432 e = sitting 0.161 0.366 0.562 0.443 f = standing 0.021 0.879 0.916 0.897 g = running 0.079 0.648 0.816 0.723 h = walking ------------------------------------------------------- 0.067 0.619 0.592 0.591 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.020 0.708 0.378 0.493 a = climbing down 0.207 0.388 0.875 0.538 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.011 0.865 0.411 0.557 d = lying 0.157 0.391 0.592 0.471 e = sitting 0.114 0.368 0.383 0.375 f = standing 0.030 0.848 0.996 0.916 g = running 0.009 0.271 0.019 0.035 h = walking ------------------------------------------------------- 0.076 0.555 0.528 0.491 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.008 0.855 0.405 0.549 a = climbing down 0.223 0.391 0.901 0.545 b = climbing up 0.011 0.665 0.979 0.792 c = jumping 0.009 0.931 0.694 0.795 d = lying 0.143 0.490 0.751 0.593 e = sitting 0.075 0.272 0.161 0.202 f = standing 0.029 0.837 0.915 0.875 g = running 0.013 0.244 0.023 0.043 h = walking ------------------------------------------------------- 0.072 0.562 0.561 0.516 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.043 0.433 0.471 0.451 a = climbing down 0.191 0.279 0.478 0.352 b = climbing up 0.001 0.961 0.851 0.902 c = jumping 0.038 0.823 0.958 0.885 d = lying 0.091 0.571 0.669 0.617 e = sitting 0.053 0.567 0.381 0.456 f = standing 0.056 0.759 0.983 0.857 g = running 0.020 0.132 0.015 0.028 h = walking ------------------------------------------------------- 0.068 0.527 0.576 0.534 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.037 0.718 0.721 0.719 a = climbing down 0.177 0.409 0.816 0.545 b = climbing up 0.000 1.000 0.781 0.877 c = jumping 0.062 0.710 0.864 0.779 d = lying 0.066 0.571 0.536 0.553 e = sitting 0.082 0.489 0.461 0.474 f = standing 0.008 0.953 0.901 0.926 g = running 0.004 0.777 0.084 0.151 h = walking ------------------------------------------------------- 0.060 0.672 0.624 0.596 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.023 0.775 0.600 0.676 a = climbing down 0.134 0.386 0.580 0.463 b = climbing up 0.000 0.975 0.785 0.870 c = jumping 0.058 0.088 0.033 0.048 d = lying 0.064 0.563 0.471 0.513 e = sitting 0.204 0.295 0.472 0.363 f = standing 0.008 0.956 0.997 0.976 g = running 0.073 0.537 0.483 0.509 h = walking ------------------------------------------------------- 0.081 0.514 0.518 0.506 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.083 0.637 0.839 0.724 a = climbing down 0.040 0.000 0.000 0.000 b = climbing up 0.000 0.982 0.988 0.985 c = jumping 0.023 0.902 0.947 0.924 d = lying 0.045 0.797 0.788 0.793 e = sitting 0.036 0.822 0.737 0.777 f = standing 0.002 0.984 1.000 0.992 g = running 0.017 0.863 0.491 0.626 h = walking ------------------------------------------------------- 0.031 0.748 0.724 0.728 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.030 0.746 0.722 0.734 a = climbing down 0.167 0.401 0.742 0.521 b = climbing up 0.000 1.000 0.968 0.984 c = jumping 0.107 0.556 0.821 0.663 d = lying 0.063 0.584 0.553 0.568 e = sitting 0.056 0.429 0.259 0.323 f = standing 0.003 0.982 0.793 0.878 g = running 0.032 0.626 0.300 0.405 h = walking ------------------------------------------------------- 0.062 0.635 0.604 0.595 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.136 0.323 0.430 0.369 a = climbing down 0.123 0.345 0.354 0.349 b = climbing up 0.001 0.933 0.965 0.949 c = jumping 0.041 0.560 0.342 0.425 d = lying 0.197 0.357 0.820 0.497 e = sitting 0.073 0.440 0.406 0.422 f = standing 0.005 0.947 0.350 0.511 g = running 0.052 0.589 0.537 0.562 h = walking ------------------------------------------------------- 0.082 0.545 0.454 0.456 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.042 0.641 0.660 0.650 a = climbing down 0.098 0.417 0.503 0.456 b = climbing up 0.001 0.927 0.970 0.948 c = jumping 0.069 0.580 0.623 0.601 d = lying 0.123 0.471 0.785 0.589 e = sitting 0.092 0.393 0.387 0.390 f = standing 0.002 0.987 0.528 0.688 g = running 0.069 0.542 0.495 0.517 h = walking ------------------------------------------------------- 0.063 0.621 0.567 0.573 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.083 0.479 0.595 0.530 a = climbing down 0.152 0.321 0.528 0.399 b = climbing up 0.002 0.877 0.704 0.781 c = jumping 0.042 0.632 0.415 0.501 d = lying 0.099 0.593 0.847 0.698 e = sitting 0.073 0.560 0.514 0.536 f = standing 0.008 0.952 0.928 0.940 g = running 0.043 0.271 0.094 0.139 h = walking ------------------------------------------------------- 0.067 0.562 0.565 0.546 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.031 0.415 0.157 0.228 a = climbing down 0.168 0.360 0.610 0.453 b = climbing up 0.000 0.988 0.983 0.985 c = jumping 0.035 0.662 0.412 0.508 d = lying 0.092 0.442 0.428 0.435 e = sitting 0.140 0.376 0.508 0.432 f = standing 0.006 0.967 0.898 0.931 g = running 0.084 0.462 0.468 0.465 h = walking ------------------------------------------------------- 0.077 0.547 0.521 0.517 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.697 0.754 0.725 a = climbing down 0.057 0.661 0.354 0.461 b = climbing up 0.000 0.714 0.028 0.053 c = jumping 0.045 0.635 0.526 0.575 d = lying 0.055 0.686 0.796 0.737 e = sitting 0.129 0.472 0.747 0.579 f = standing 0.029 0.826 0.971 0.892 g = running 0.063 0.652 0.760 0.702 h = walking ------------------------------------------------------- 0.059 0.659 0.649 0.630 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.007 0.893 0.488 0.631 a = climbing down 0.078 0.523 0.627 0.570 b = climbing up 0.000 0.989 0.989 0.989 c = jumping 0.033 0.800 0.816 0.808 d = lying 0.064 0.622 0.631 0.627 e = sitting 0.083 0.618 0.799 0.697 f = standing 0.001 0.993 0.711 0.829 g = running 0.074 0.626 0.764 0.688 h = walking ------------------------------------------------------- 0.046 0.740 0.705 0.709 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.018 0.592 0.226 0.327 a = climbing down 0.178 0.337 0.742 0.464 b = climbing up 0.000 0.960 0.261 0.410 c = jumping 0.141 0.327 0.383 0.353 d = lying 0.098 0.334 0.264 0.295 e = sitting 0.100 0.471 0.497 0.484 f = standing 0.021 0.892 0.966 0.928 g = running 0.021 0.791 0.455 0.578 h = walking ------------------------------------------------------- 0.080 0.549 0.502 0.496 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.025 0.726 0.523 0.608 a = climbing down 0.141 0.408 0.589 0.482 b = climbing up 0.000 0.987 0.876 0.929 c = jumping 0.041 0.707 0.570 0.631 d = lying 0.117 0.501 0.709 0.587 e = sitting 0.065 0.450 0.319 0.373 f = standing 0.005 0.969 0.975 0.972 g = running 0.069 0.561 0.491 0.524 h = walking ------------------------------------------------------- 0.066 0.621 0.603 0.602 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.059 0.583 0.645 0.613 a = climbing down 0.097 0.420 0.466 0.442 b = climbing up 0.001 0.925 0.808 0.862 c = jumping 0.036 0.757 0.657 0.703 d = lying 0.132 0.498 0.776 0.607 e = sitting 0.019 0.812 0.476 0.600 f = standing 0.006 0.965 0.995 0.980 g = running 0.058 0.594 0.481 0.531 h = walking ------------------------------------------------------- 0.056 0.674 0.647 0.648 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.043 0.565 0.505 0.533 a = climbing down 0.307 0.269 0.710 0.390 b = climbing up 0.001 0.964 0.959 0.961 c = jumping 0.012 0.816 0.306 0.445 d = lying 0.054 0.613 0.469 0.531 e = sitting 0.119 0.305 0.301 0.303 f = standing 0.002 0.991 0.990 0.990 g = running 0.033 0.579 0.256 0.355 h = walking ------------------------------------------------------- 0.079 0.602 0.510 0.514 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.246 0.194 0.845 0.315 a = climbing down 0.017 0.696 0.259 0.378 b = climbing up 0.015 0.602 1.000 0.752 c = jumping 0.030 0.847 0.908 0.876 d = lying 0.058 0.703 0.755 0.728 e = sitting 0.044 0.710 0.589 0.644 f = standing 0.001 0.992 0.890 0.938 g = running 0.024 0.399 0.082 0.136 h = walking ------------------------------------------------------- 0.043 0.684 0.608 0.599 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.030 0.728 0.609 0.663 a = climbing down 0.112 0.409 0.512 0.455 b = climbing up 0.000 0.982 0.976 0.979 c = jumping 0.137 0.431 0.595 0.500 d = lying 0.056 0.667 0.680 0.673 e = sitting 0.079 0.309 0.211 0.251 f = standing 0.003 0.981 0.891 0.934 g = running 0.061 0.613 0.556 0.583 h = walking ------------------------------------------------------- 0.067 0.599 0.589 0.589 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.079 0.350 0.328 0.339 a = climbing down 0.177 0.433 0.774 0.555 b = climbing up 0.000 1.000 0.993 0.997 c = jumping 0.026 0.862 0.975 0.915 d = lying 0.161 0.443 0.756 0.559 e = sitting 0.016 0.285 0.037 0.065 f = standing 0.027 0.541 0.198 0.290 g = running 0.066 0.572 0.519 0.544 h = walking ------------------------------------------------------- 0.078 0.509 0.526 0.479 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.203 0.300 0.647 0.410 a = climbing down 0.103 0.384 0.470 0.423 b = climbing up 0.001 0.943 0.988 0.965 c = jumping 0.042 0.621 0.391 0.480 d = lying 0.124 0.375 0.430 0.400 e = sitting 0.140 0.350 0.433 0.387 f = standing 0.010 0.933 0.787 0.854 g = running 0.005 0.029 0.001 0.002 h = walking ------------------------------------------------------- 0.084 0.443 0.456 0.434 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.139 0.424 0.837 0.563 a = climbing down 0.064 0.529 0.477 0.502 b = climbing up 0.000 1.000 0.984 0.992 c = jumping 0.016 0.906 0.938 0.922 d = lying 0.103 0.536 0.743 0.623 e = sitting 0.033 0.708 0.495 0.582 f = standing 0.002 0.986 0.786 0.875 g = running 0.024 0.734 0.369 0.491 h = walking ------------------------------------------------------- 0.049 0.714 0.667 0.667 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.045 0.534 0.345 0.419 a = climbing down 0.141 0.532 0.882 0.664 b = climbing up 0.003 0.813 0.840 0.826 c = jumping 0.028 0.810 0.778 0.794 d = lying 0.211 0.298 0.672 0.413 e = sitting 0.072 0.359 0.285 0.318 f = standing 0.003 0.967 0.385 0.551 g = running 0.036 0.563 0.336 0.421 h = walking ------------------------------------------------------- 0.070 0.617 0.531 0.526 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.148 0.323 0.623 0.426 a = climbing down 0.087 0.476 0.561 0.515 b = climbing up 0.006 0.000 0.000 0.000 c = jumping 0.049 0.685 0.686 0.685 d = lying 0.197 0.370 0.837 0.513 e = sitting 0.066 0.044 0.020 0.027 f = standing 0.038 0.801 0.520 0.630 g = running 0.028 0.344 0.088 0.140 h = walking ------------------------------------------------------- 0.077 0.380 0.417 0.367 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.048 0.629 0.634 0.631 a = climbing down 0.079 0.563 0.749 0.643 b = climbing up 0.004 0.821 0.988 0.896 c = jumping 0.027 0.847 0.839 0.843 d = lying 0.088 0.583 0.709 0.640 e = sitting 0.061 0.585 0.481 0.528 f = standing 0.005 0.970 0.916 0.943 g = running 0.031 0.750 0.548 0.633 h = walking ------------------------------------------------------- 0.047 0.714 0.704 0.703 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.050 0.501 0.365 0.423 a = climbing down 0.057 0.608 0.570 0.589 b = climbing up 0.000 0.932 0.232 0.371 c = jumping 0.020 0.854 0.706 0.773 d = lying 0.102 0.452 0.500 0.475 e = sitting 0.103 0.445 0.498 0.470 f = standing 0.022 0.885 0.902 0.894 g = running 0.106 0.490 0.656 0.561 h = walking ------------------------------------------------------- 0.064 0.620 0.603 0.603 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.017 0.552 0.217 0.311 a = climbing down 0.121 0.562 0.499 0.529 b = climbing up 0.000 1.000 0.844 0.916 c = jumping 0.048 0.710 0.791 0.748 d = lying 0.055 0.362 0.208 0.264 e = sitting 0.204 0.300 0.568 0.393 f = standing 0.009 0.911 0.618 0.736 g = running 0.114 0.454 0.612 0.521 h = walking ------------------------------------------------------- 0.087 0.557 0.519 0.517 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.004 0.842 0.161 0.271 a = climbing down 0.254 0.340 0.950 0.500 b = climbing up 0.004 0.827 0.864 0.845 c = jumping 0.009 0.947 0.974 0.960 d = lying 0.082 0.374 0.294 0.329 e = sitting 0.125 0.502 0.744 0.599 f = standing 0.010 0.943 0.721 0.817 g = running 0.009 0.256 0.019 0.035 h = walking ------------------------------------------------------- 0.065 0.617 0.570 0.529 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.047 0.612 0.646 0.628 a = climbing down 0.093 0.525 0.844 0.647 b = climbing up 0.001 0.962 0.978 0.970 c = jumping 0.043 0.528 0.266 0.354 d = lying 0.111 0.218 0.166 0.188 e = sitting 0.215 0.327 0.579 0.418 f = standing 0.024 0.880 0.962 0.919 g = running 0.006 0.914 0.363 0.520 h = walking ------------------------------------------------------- 0.076 0.579 0.537 0.523 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.067 0.330 0.262 0.292 a = climbing down 0.084 0.467 0.441 0.453 b = climbing up 0.001 0.955 0.733 0.829 c = jumping 0.007 0.903 0.356 0.511 d = lying 0.168 0.292 0.417 0.344 e = sitting 0.129 0.376 0.470 0.418 f = standing 0.006 0.939 0.563 0.704 g = running 0.141 0.496 0.777 0.606 h = walking ------------------------------------------------------- 0.085 0.559 0.483 0.489 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.028 0.734 0.597 0.658 a = climbing down 0.052 0.579 0.471 0.519 b = climbing up 0.009 0.682 0.813 0.742 c = jumping 0.015 0.918 0.952 0.935 d = lying 0.071 0.532 0.477 0.503 e = sitting 0.090 0.519 0.565 0.541 f = standing 0.029 0.845 0.939 0.890 g = running 0.072 0.642 0.737 0.686 h = walking ------------------------------------------------------- 0.051 0.681 0.686 0.681 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.034 0.640 0.546 0.589 a = climbing down 0.117 0.450 0.598 0.513 b = climbing up 0.006 0.774 0.921 0.841 c = jumping 0.004 0.972 0.862 0.914 d = lying 0.086 0.467 0.410 0.437 e = sitting 0.087 0.412 0.354 0.381 f = standing 0.044 0.782 0.952 0.859 g = running 0.071 0.567 0.531 0.548 h = walking ------------------------------------------------------- 0.063 0.614 0.614 0.610 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.119 0.260 0.600 0.363 a = climbing down 0.031 0.761 0.652 0.702 b = climbing up 0.025 0.447 0.902 0.598 c = jumping 0.019 0.899 0.918 0.908 d = lying 0.089 0.623 0.816 0.706 e = sitting 0.036 0.705 0.476 0.568 f = standing 0.111 0.572 0.823 0.675 g = running 0.008 0.236 0.013 0.025 h = walking ------------------------------------------------------- 0.053 0.597 0.614 0.574 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.052 0.592 0.587 0.589 a = climbing down 0.120 0.398 0.525 0.452 b = climbing up 0.000 0.941 0.095 0.172 c = jumping 0.012 0.928 0.928 0.928 d = lying 0.099 0.467 0.525 0.494 e = sitting 0.080 0.500 0.475 0.487 f = standing 0.027 0.856 0.899 0.877 g = running 0.058 0.546 0.394 0.458 h = walking ------------------------------------------------------- 0.062 0.625 0.613 0.609 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.138 0.444 0.853 0.584 a = climbing down 0.121 0.502 0.702 0.585 b = climbing up 0.099 0.147 0.954 0.255 c = jumping 0.076 0.671 0.937 0.782 d = lying 0.085 0.378 0.303 0.336 e = sitting 0.086 0.450 0.401 0.424 f = standing 0.001 0.880 0.055 0.104 g = running 0.004 0.036 0.001 0.002 h = walking ------------------------------------------------------- 0.072 0.472 0.462 0.395 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.056 0.615 0.663 0.638 a = climbing down 0.052 0.660 0.743 0.699 b = climbing up 0.024 0.433 0.895 0.584 c = jumping 0.131 0.570 0.988 0.723 d = lying 0.003 0.964 0.536 0.689 e = sitting 0.023 0.642 0.236 0.345 f = standing 0.064 0.683 0.807 0.740 g = running 0.037 0.746 0.631 0.684 h = walking ------------------------------------------------------- 0.052 0.695 0.660 0.643 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.092 0.535 0.863 0.661 a = climbing down 0.045 0.700 0.698 0.699 b = climbing up 0.001 0.943 0.639 0.762 c = jumping 0.040 0.736 0.684 0.709 d = lying 0.059 0.691 0.820 0.750 e = sitting 0.063 0.656 0.740 0.695 f = standing 0.009 0.948 0.783 0.858 g = running 0.025 0.760 0.435 0.553 h = walking ------------------------------------------------------- 0.044 0.735 0.710 0.709 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.039 0.615 0.420 0.499 a = climbing down 0.123 0.576 0.917 0.708 b = climbing up 0.001 0.929 0.867 0.897 c = jumping 0.014 0.867 0.617 0.721 d = lying 0.138 0.476 0.941 0.632 e = sitting 0.085 0.544 0.719 0.619 f = standing 0.006 0.938 0.372 0.532 g = running 0.026 0.716 0.470 0.567 h = walking ------------------------------------------------------- 0.057 0.701 0.624 0.612 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.163 0.364 0.815 0.503 a = climbing down 0.039 0.729 0.752 0.740 b = climbing up 0.001 0.898 0.642 0.749 c = jumping 0.015 0.875 0.689 0.771 d = lying 0.127 0.443 0.727 0.551 e = sitting 0.101 0.510 0.688 0.586 f = standing 0.005 0.967 0.525 0.681 g = running 0.023 0.115 0.018 0.032 h = walking ------------------------------------------------------- 0.057 0.618 0.582 0.563 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.015 0.825 0.572 0.675 a = climbing down 0.094 0.507 0.711 0.592 b = climbing up 0.002 0.906 0.988 0.945 c = jumping 0.095 0.593 0.789 0.677 d = lying 0.058 0.737 0.939 0.826 e = sitting 0.019 0.751 0.328 0.456 f = standing 0.004 0.975 0.933 0.954 g = running 0.054 0.655 0.600 0.626 h = walking ------------------------------------------------------- 0.047 0.728 0.705 0.695 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.102 0.508 0.764 0.610 a = climbing down 0.038 0.700 0.576 0.632 b = climbing up 0.000 0.977 0.955 0.966 c = jumping 0.029 0.812 0.766 0.789 d = lying 0.032 0.762 0.602 0.673 e = sitting 0.102 0.537 0.715 0.613 f = standing 0.004 0.975 0.897 0.934 g = running 0.032 0.728 0.554 0.629 h = walking ------------------------------------------------------- 0.046 0.732 0.705 0.710 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.067 0.503 0.687 0.581 a = climbing down 0.047 0.771 0.505 0.610 b = climbing up 0.001 0.905 0.775 0.835 c = jumping 0.048 0.240 0.102 0.143 d = lying 0.063 0.703 0.982 0.820 e = sitting 0.166 0.427 0.802 0.557 f = standing 0.002 0.970 0.510 0.668 g = running 0.041 0.766 0.858 0.809 h = walking ------------------------------------------------------- 0.060 0.650 0.624 0.606 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.085 0.435 0.532 0.479 a = climbing down 0.087 0.532 0.725 0.614 b = climbing up 0.006 0.773 0.921 0.840 c = jumping 0.057 0.726 0.935 0.817 d = lying 0.067 0.697 0.923 0.794 e = sitting 0.024 0.805 0.589 0.680 f = standing 0.020 0.878 0.656 0.751 g = running 0.023 0.694 0.328 0.446 h = walking ------------------------------------------------------- 0.048 0.702 0.678 0.669 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.061 0.511 0.553 0.531 a = climbing down 0.035 0.495 0.278 0.356 b = climbing up 0.001 0.955 0.955 0.955 c = jumping 0.005 0.944 0.470 0.628 d = lying 0.067 0.658 0.689 0.673 e = sitting 0.130 0.526 0.797 0.634 f = standing 0.013 0.929 0.960 0.944 g = running 0.064 0.691 0.802 0.742 h = walking ------------------------------------------------------- 0.053 0.701 0.678 0.669 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.013 0.834 0.533 0.651 a = climbing down 0.076 0.664 0.904 0.765 b = climbing up 0.000 1.000 0.821 0.902 c = jumping 0.024 0.626 0.229 0.335 d = lying 0.065 0.696 0.897 0.784 e = sitting 0.108 0.519 0.705 0.598 f = standing 0.005 0.949 0.542 0.690 g = running 0.106 0.564 0.769 0.651 h = walking ------------------------------------------------------- 0.057 0.693 0.660 0.642 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.017 0.826 0.642 0.722 a = climbing down 0.047 0.720 0.796 0.756 b = climbing up 0.001 0.951 0.862 0.904 c = jumping 0.033 0.813 0.835 0.824 d = lying 0.040 0.790 0.891 0.837 e = sitting 0.041 0.723 0.621 0.668 f = standing 0.007 0.960 0.988 0.974 g = running 0.047 0.743 0.781 0.762 h = walking ------------------------------------------------------- 0.033 0.800 0.799 0.797 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.136 0.391 0.798 0.525 a = climbing down 0.029 0.722 0.479 0.576 b = climbing up 0.002 0.903 0.870 0.887 c = jumping 0.125 0.158 0.136 0.146 d = lying 0.037 0.776 0.701 0.737 e = sitting 0.158 0.286 0.367 0.321 f = standing 0.023 0.876 0.983 0.926 g = running 0.027 0.669 0.315 0.429 h = walking ------------------------------------------------------- 0.072 0.568 0.533 0.529 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.035 0.342 0.265 0.299 a = climbing down 0.052 0.628 0.567 0.596 b = climbing up 0.003 0.876 0.923 0.899 c = jumping 0.027 0.847 0.823 0.835 d = lying 0.028 0.856 0.931 0.892 e = sitting 0.022 0.871 0.816 0.842 f = standing 0.093 0.655 0.983 0.786 g = running 0.003 0.982 0.692 0.812 h = walking ------------------------------------------------------- 0.036 0.784 0.773 0.768 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.032 0.603 0.374 0.462 a = climbing down 0.183 0.406 0.833 0.546 b = climbing up 0.000 0.986 0.829 0.901 c = jumping 0.012 0.925 0.826 0.873 d = lying 0.051 0.712 0.761 0.736 e = sitting 0.054 0.713 0.789 0.749 f = standing 0.012 0.929 0.871 0.899 g = running 0.056 0.190 0.074 0.107 h = walking ------------------------------------------------------- 0.054 0.651 0.655 0.636 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.095 0.420 0.532 0.469 a = climbing down 0.167 0.477 0.873 0.617 b = climbing up 0.001 0.935 0.570 0.708 c = jumping 0.074 0.421 0.323 0.366 d = lying 0.054 0.650 0.592 0.620 e = sitting 0.134 0.423 0.560 0.482 f = standing 0.003 0.894 0.177 0.295 g = running 0.116 0.070 0.051 0.059 h = walking ------------------------------------------------------- 0.091 0.486 0.448 0.421 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.163 0.305 0.530 0.387 a = climbing down 0.016 0.723 0.306 0.430 b = climbing up 0.004 0.689 0.429 0.529 c = jumping 0.069 0.679 0.832 0.748 d = lying 0.009 0.922 0.606 0.731 e = sitting 0.030 0.774 0.581 0.664 f = standing 0.150 0.531 0.986 0.690 g = running 0.042 0.450 0.197 0.274 h = walking ------------------------------------------------------- 0.066 0.634 0.583 0.569 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.102 0.411 0.580 0.481 a = climbing down 0.088 0.604 0.887 0.718 b = climbing up 0.005 0.812 0.973 0.885 c = jumping 0.109 0.135 0.104 0.117 d = lying 0.044 0.769 0.915 0.836 e = sitting 0.147 0.263 0.324 0.291 f = standing 0.010 0.937 0.763 0.841 g = running 0.037 0.321 0.099 0.151 h = walking ------------------------------------------------------- 0.072 0.510 0.530 0.503 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.097 0.349 0.348 0.349 a = climbing down 0.056 0.685 0.669 0.677 b = climbing up 0.001 0.951 0.907 0.928 c = jumping 0.057 0.661 0.729 0.693 d = lying 0.148 0.467 0.971 0.631 e = sitting 0.039 0.635 0.478 0.546 f = standing 0.004 0.962 0.392 0.557 g = running 0.087 0.445 0.504 0.473 h = walking ------------------------------------------------------- 0.062 0.638 0.574 0.569 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.131 0.334 0.574 0.422 a = climbing down 0.040 0.692 0.647 0.669 b = climbing up 0.001 0.812 0.339 0.479 c = jumping 0.042 0.475 0.244 0.323 d = lying 0.126 0.493 0.889 0.635 e = sitting 0.110 0.470 0.635 0.540 f = standing 0.029 0.848 0.551 0.668 g = running 0.048 0.523 0.320 0.397 h = walking ------------------------------------------------------- 0.067 0.586 0.540 0.534 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.103 0.400 0.528 0.455 a = climbing down 0.131 0.333 0.470 0.390 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.048 0.728 0.724 0.726 d = lying 0.044 0.789 0.934 0.856 e = sitting 0.044 0.730 0.641 0.682 f = standing 0.000 0.998 0.937 0.967 g = running 0.043 0.422 0.179 0.251 h = walking ------------------------------------------------------- 0.052 0.550 0.552 0.541 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.087 0.421 0.458 0.439 a = climbing down 0.117 0.520 0.808 0.633 b = climbing up 0.001 0.959 0.927 0.943 c = jumping 0.059 0.535 0.406 0.462 d = lying 0.039 0.765 0.755 0.760 e = sitting 0.123 0.422 0.544 0.475 f = standing 0.010 0.947 0.899 0.922 g = running 0.007 0.881 0.350 0.501 h = walking ------------------------------------------------------- 0.060 0.658 0.619 0.616 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.091 0.369 0.539 0.438 a = climbing down 0.078 0.656 0.477 0.553 b = climbing up 0.000 1.000 0.167 0.286 c = jumping 0.080 0.363 0.307 0.333 d = lying 0.106 0.557 0.869 0.679 e = sitting 0.110 0.393 0.460 0.424 f = standing 0.018 0.625 0.213 0.317 g = running 0.140 0.323 0.431 0.369 h = walking ------------------------------------------------------- 0.086 0.502 0.465 0.454 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.086 0.463 0.597 0.522 a = climbing down 0.091 0.396 0.435 0.414 b = climbing up 0.000 0.963 0.440 0.604 c = jumping 0.074 0.638 0.801 0.710 d = lying 0.078 0.650 0.873 0.745 e = sitting 0.048 0.628 0.485 0.547 f = standing 0.007 0.960 0.714 0.819 g = running 0.077 0.341 0.248 0.287 h = walking ------------------------------------------------------- 0.061 0.614 0.599 0.594 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.106 0.263 0.329 0.292 a = climbing down 0.011 0.361 0.050 0.087 b = climbing up 0.000 0.988 0.885 0.933 c = jumping 0.079 0.450 0.358 0.399 d = lying 0.072 0.705 0.917 0.797 e = sitting 0.081 0.499 0.446 0.471 f = standing 0.033 0.843 0.974 0.904 g = running 0.078 0.662 0.864 0.750 h = walking ------------------------------------------------------- 0.065 0.573 0.605 0.570 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.064 0.346 0.267 0.302 a = climbing down 0.076 0.629 0.779 0.696 b = climbing up 0.006 0.727 0.773 0.749 c = jumping 0.048 0.634 0.466 0.537 d = lying 0.053 0.735 0.882 0.802 e = sitting 0.091 0.494 0.536 0.514 f = standing 0.009 0.937 0.787 0.855 g = running 0.074 0.614 0.663 0.637 h = walking ------------------------------------------------------- 0.058 0.637 0.638 0.632 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.106 0.177 0.177 0.177 a = climbing down 0.158 0.436 0.810 0.567 b = climbing up 0.000 0.985 0.725 0.835 c = jumping 0.032 0.811 0.811 0.811 d = lying 0.061 0.671 0.733 0.701 e = sitting 0.069 0.576 0.547 0.561 f = standing 0.009 0.948 0.993 0.970 g = running 0.006 0.819 0.165 0.275 h = walking ------------------------------------------------------- 0.059 0.660 0.617 0.598 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.112 0.312 0.459 0.371 a = climbing down 0.122 0.489 0.731 0.586 b = climbing up 0.047 0.284 0.826 0.423 c = jumping 0.009 0.928 0.660 0.771 d = lying 0.052 0.709 0.690 0.700 e = sitting 0.101 0.544 0.697 0.611 f = standing 0.012 0.904 0.666 0.767 g = running 0.017 0.573 0.133 0.215 h = walking ------------------------------------------------------- 0.057 0.645 0.586 0.580 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.156 0.087 0.216 0.124 a = climbing down 0.016 0.736 0.281 0.407 b = climbing up 0.026 0.367 0.700 0.482 c = jumping 0.013 0.836 0.369 0.512 d = lying 0.130 0.575 0.963 0.720 e = sitting 0.107 0.330 0.289 0.308 f = standing 0.008 0.952 0.911 0.931 g = running 0.104 0.384 0.328 0.354 h = walking ------------------------------------------------------- 0.070 0.589 0.509 0.510 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.026 0.057 0.012 0.020 a = climbing down 0.084 0.379 0.342 0.360 b = climbing up 0.001 0.857 0.178 0.294 c = jumping 0.112 0.515 0.684 0.588 d = lying 0.029 0.477 0.162 0.242 e = sitting 0.150 0.287 0.357 0.318 f = standing 0.000 0.800 0.006 0.012 g = running 0.345 0.312 0.896 0.463 h = walking ------------------------------------------------------- 0.108 0.426 0.360 0.293 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.150 0.383 0.721 0.500 a = climbing down 0.094 0.560 0.691 0.619 b = climbing up 0.005 0.694 0.694 0.694 c = jumping 0.016 0.837 0.498 0.625 d = lying 0.087 0.547 0.615 0.579 e = sitting 0.128 0.380 0.448 0.411 f = standing 0.024 0.831 0.740 0.783 g = running 0.024 0.453 0.115 0.184 h = walking ------------------------------------------------------- 0.072 0.575 0.543 0.530 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.134 0.442 0.788 0.566 a = climbing down 0.081 0.464 0.515 0.488 b = climbing up 0.024 0.466 0.965 0.628 c = jumping 0.001 0.994 0.990 0.992 d = lying 0.035 0.793 0.772 0.783 e = sitting 0.029 0.826 0.790 0.807 f = standing 0.019 0.884 0.829 0.855 g = running 0.020 0.574 0.153 0.241 h = walking ------------------------------------------------------- 0.041 0.721 0.699 0.684 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.039 0.734 0.873 0.797 a = climbing down 0.036 0.604 0.364 0.454 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.024 0.872 0.981 0.923 d = lying 0.035 0.717 0.545 0.619 e = sitting 0.082 0.595 0.744 0.662 f = standing 0.000 1.000 0.791 0.883 g = running 0.076 0.675 0.885 0.766 h = walking ------------------------------------------------------- 0.040 0.756 0.749 0.740 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.069 0.504 0.468 0.486 a = climbing down 0.178 0.439 0.762 0.557 b = climbing up 0.001 0.961 0.980 0.970 c = jumping 0.015 0.887 0.782 0.831 d = lying 0.140 0.385 0.656 0.485 e = sitting 0.085 0.491 0.581 0.532 f = standing 0.010 0.911 0.394 0.550 g = running 0.036 0.255 0.089 0.132 h = walking ------------------------------------------------------- 0.072 0.589 0.538 0.526 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.033 0.723 0.747 0.735 a = climbing down 0.035 0.737 0.691 0.714 b = climbing up 0.000 1.000 0.811 0.895 c = jumping 0.052 0.683 0.727 0.704 d = lying 0.100 0.503 0.731 0.596 e = sitting 0.107 0.439 0.546 0.487 f = standing 0.012 0.931 0.535 0.680 g = running 0.053 0.696 0.736 0.715 h = walking ------------------------------------------------------- 0.051 0.703 0.660 0.666 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.083 0.538 0.751 0.627 a = climbing down 0.071 0.532 0.593 0.561 b = climbing up 0.086 0.173 0.914 0.290 c = jumping 0.009 0.949 0.957 0.953 d = lying 0.056 0.713 0.808 0.758 e = sitting 0.035 0.772 0.664 0.714 f = standing 0.011 0.870 0.394 0.542 g = running 0.022 0.794 0.487 0.604 h = walking ------------------------------------------------------- 0.039 0.741 0.667 0.677 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.027 0.691 0.433 0.532 a = climbing down 0.032 0.551 0.249 0.343 b = climbing up 0.072 0.210 0.965 0.345 c = jumping 0.017 0.901 0.945 0.922 d = lying 0.055 0.567 0.425 0.486 e = sitting 0.094 0.528 0.637 0.577 f = standing 0.012 0.879 0.462 0.605 g = running 0.179 0.407 0.786 0.536 h = walking ------------------------------------------------------- 0.059 0.644 0.571 0.571 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.019 0.781 0.675 0.724 a = climbing down 0.067 0.725 0.568 0.637 b = climbing up 0.000 1.000 0.739 0.850 c = jumping 0.049 0.596 0.485 0.535 d = lying 0.076 0.620 0.819 0.706 e = sitting 0.137 0.386 0.558 0.456 f = standing 0.011 0.928 0.972 0.950 g = running 0.025 0.821 0.726 0.771 h = walking ------------------------------------------------------- 0.057 0.698 0.674 0.678 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.976 0.470 0.635 a = climbing down 0.068 0.612 0.786 0.688 b = climbing up 0.000 1.000 0.995 0.997 c = jumping 0.003 0.981 0.984 0.982 d = lying 0.111 0.501 0.673 0.574 e = sitting 0.074 0.540 0.515 0.528 f = standing 0.002 0.990 0.734 0.843 g = running 0.062 0.681 0.818 0.743 h = walking ------------------------------------------------------- 0.044 0.764 0.723 0.726 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.030 0.738 0.728 0.733 a = climbing down 0.074 0.554 0.762 0.642 b = climbing up 0.000 0.995 0.978 0.986 c = jumping 0.008 0.950 0.831 0.887 d = lying 0.069 0.562 0.476 0.515 e = sitting 0.118 0.502 0.660 0.570 f = standing 0.016 0.916 0.965 0.940 g = running 0.013 0.886 0.579 0.700 h = walking ------------------------------------------------------- 0.046 0.742 0.717 0.720 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.032 0.685 0.547 0.608 a = climbing down 0.102 0.513 0.646 0.572 b = climbing up 0.004 0.757 0.579 0.656 c = jumping 0.002 0.985 0.945 0.965 d = lying 0.101 0.569 0.805 0.667 e = sitting 0.039 0.643 0.422 0.509 f = standing 0.012 0.913 0.788 0.846 g = running 0.077 0.583 0.605 0.594 h = walking ------------------------------------------------------- 0.052 0.701 0.682 0.683 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.036 0.681 0.593 0.634 a = climbing down 0.146 0.436 0.751 0.552 b = climbing up 0.018 0.489 0.760 0.595 c = jumping 0.002 0.991 0.980 0.986 d = lying 0.124 0.520 0.794 0.629 e = sitting 0.032 0.577 0.258 0.356 f = standing 0.021 0.877 0.871 0.874 g = running 0.030 0.601 0.261 0.364 h = walking ------------------------------------------------------- 0.054 0.669 0.645 0.627 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.014 0.765 0.406 0.531 a = climbing down 0.209 0.394 0.854 0.539 b = climbing up 0.000 1.000 0.990 0.995 c = jumping 0.001 0.995 0.940 0.967 d = lying 0.132 0.508 0.739 0.602 e = sitting 0.033 0.489 0.181 0.265 f = standing 0.006 0.963 0.995 0.979 g = running 0.033 0.552 0.229 0.324 h = walking ------------------------------------------------------- 0.061 0.669 0.634 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.127 0.201 0.456 0.279 a = climbing down 0.086 0.556 0.698 0.619 b = climbing up 0.014 0.565 0.799 0.662 c = jumping 0.002 0.948 0.237 0.379 d = lying 0.092 0.552 0.626 0.587 e = sitting 0.198 0.322 0.516 0.396 f = standing 0.054 0.750 0.897 0.817 g = running 0.005 0.680 0.050 0.094 h = walking ------------------------------------------------------- 0.074 0.607 0.497 0.465 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.158 0.142 0.201 0.166 a = climbing down 0.144 0.365 0.551 0.439 b = climbing up 0.000 1.000 0.590 0.742 c = jumping 0.010 0.942 0.897 0.919 d = lying 0.052 0.676 0.653 0.664 e = sitting 0.067 0.637 0.692 0.664 f = standing 0.035 0.825 0.932 0.876 g = running 0.024 0.069 0.010 0.018 h = walking ------------------------------------------------------- 0.064 0.546 0.575 0.553 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.037 0.567 0.378 0.453 a = climbing down 0.256 0.394 0.959 0.558 b = climbing up 0.004 0.781 0.750 0.765 c = jumping 0.032 0.805 0.798 0.801 d = lying 0.028 0.606 0.253 0.357 e = sitting 0.136 0.457 0.656 0.538 f = standing 0.037 0.700 0.539 0.609 g = running 0.021 0.283 0.050 0.084 h = walking ------------------------------------------------------- 0.079 0.545 0.528 0.490 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.189 0.384 0.880 0.535 a = climbing down 0.018 0.823 0.609 0.700 b = climbing up 0.078 0.209 0.982 0.344 c = jumping 0.004 0.975 0.893 0.932 d = lying 0.076 0.674 0.910 0.774 e = sitting 0.017 0.861 0.611 0.715 f = standing 0.009 0.903 0.477 0.625 g = running 0.021 0.241 0.039 0.068 h = walking ------------------------------------------------------- 0.045 0.691 0.632 0.617 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.013 0.893 0.866 0.879 a = climbing down 0.026 0.805 0.710 0.755 b = climbing up 0.000 0.988 0.945 0.966 c = jumping 0.031 0.822 0.883 0.851 d = lying 0.044 0.766 0.887 0.822 e = sitting 0.025 0.834 0.774 0.803 f = standing 0.013 0.925 0.796 0.855 g = running 0.048 0.764 0.870 0.814 h = walking ------------------------------------------------------- 0.028 0.833 0.828 0.828 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.054 0.520 0.390 0.446 a = climbing down 0.148 0.529 0.913 0.670 b = climbing up 0.000 1.000 0.925 0.961 c = jumping 0.066 0.629 0.736 0.678 d = lying 0.142 0.473 0.947 0.631 e = sitting 0.046 0.573 0.433 0.494 f = standing 0.002 0.979 0.350 0.515 g = running 0.023 0.682 0.360 0.471 h = walking ------------------------------------------------------- 0.064 0.658 0.584 0.564 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.066 0.201 0.146 0.169 a = climbing down 0.284 0.304 0.887 0.453 b = climbing up 0.017 0.208 0.249 0.226 c = jumping 0.025 0.830 0.792 0.810 d = lying 0.143 0.438 0.807 0.568 e = sitting 0.060 0.643 0.704 0.672 f = standing 0.016 0.738 0.155 0.256 g = running 0.001 0.167 0.001 0.003 h = walking ------------------------------------------------------- 0.075 0.503 0.462 0.403 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.724 0.704 0.714 a = climbing down 0.090 0.446 0.538 0.488 b = climbing up 0.008 0.704 0.946 0.807 c = jumping 0.033 0.827 0.908 0.866 d = lying 0.054 0.609 0.492 0.544 e = sitting 0.091 0.548 0.612 0.578 f = standing 0.007 0.959 0.891 0.924 g = running 0.055 0.621 0.529 0.571 h = walking ------------------------------------------------------- 0.051 0.683 0.677 0.677 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.013 0.844 0.530 0.651 a = climbing down 0.067 0.658 0.823 0.732 b = climbing up 0.000 0.987 0.853 0.915 c = jumping 0.017 0.885 0.762 0.819 d = lying 0.043 0.746 0.758 0.752 e = sitting 0.063 0.667 0.768 0.714 f = standing 0.015 0.920 0.903 0.912 g = running 0.039 0.773 0.848 0.809 h = walking ------------------------------------------------------- 0.036 0.791 0.779 0.778 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.067 0.440 0.534 0.483 a = climbing down 0.049 0.763 0.508 0.610 b = climbing up 0.000 0.981 0.908 0.943 c = jumping 0.048 0.608 0.503 0.550 d = lying 0.119 0.494 0.765 0.600 e = sitting 0.103 0.445 0.533 0.485 f = standing 0.010 0.894 0.580 0.703 g = running 0.059 0.688 0.841 0.757 h = walking ------------------------------------------------------- 0.062 0.647 0.608 0.610 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.072 0.586 0.818 0.683 a = climbing down 0.064 0.620 0.758 0.682 b = climbing up 0.024 0.460 0.983 0.627 c = jumping 0.017 0.902 0.989 0.943 d = lying 0.088 0.593 0.775 0.672 e = sitting 0.034 0.777 0.700 0.737 f = standing 0.006 0.959 0.597 0.736 g = running 0.021 0.750 0.382 0.506 h = walking ------------------------------------------------------- 0.040 0.751 0.714 0.709 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.107 0.427 0.691 0.528 a = climbing down 0.014 0.700 0.268 0.387 b = climbing up 0.000 0.994 0.871 0.928 c = jumping 0.018 0.896 0.849 0.872 d = lying 0.058 0.689 0.690 0.689 e = sitting 0.062 0.689 0.762 0.724 f = standing 0.036 0.828 0.962 0.890 g = running 0.030 0.791 0.646 0.711 h = walking ------------------------------------------------------- 0.044 0.738 0.719 0.712 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.048 0.570 0.504 0.535 a = climbing down 0.111 0.573 0.898 0.700 b = climbing up 0.000 0.985 0.743 0.847 c = jumping 0.008 0.952 0.871 0.910 d = lying 0.042 0.765 0.814 0.789 e = sitting 0.028 0.822 0.775 0.797 f = standing 0.017 0.888 0.824 0.855 g = running 0.019 0.856 0.625 0.723 h = walking ------------------------------------------------------- 0.037 0.787 0.765 0.767 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.955 0.697 0.806 a = climbing down 0.023 0.847 0.851 0.849 b = climbing up 0.000 0.988 0.960 0.974 c = jumping 0.012 0.936 0.983 0.959 d = lying 0.043 0.782 0.913 0.843 e = sitting 0.016 0.887 0.722 0.796 f = standing 0.016 0.914 0.994 0.952 g = running 0.035 0.815 0.889 0.851 h = walking ------------------------------------------------------- 0.021 0.877 0.872 0.869 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.809 0.613 0.698 a = climbing down 0.091 0.601 0.870 0.711 b = climbing up 0.003 0.894 0.954 0.923 c = jumping 0.008 0.950 0.835 0.889 d = lying 0.123 0.533 0.763 0.628 e = sitting 0.021 0.676 0.251 0.366 f = standing 0.060 0.727 0.976 0.833 g = running 0.020 0.839 0.595 0.697 h = walking ------------------------------------------------------- 0.049 0.734 0.707 0.692 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.093 0.287 0.538 0.374 a = climbing down 0.025 0.704 0.378 0.492 b = climbing up 0.003 0.559 0.194 0.288 c = jumping 0.014 0.928 0.974 0.950 d = lying 0.080 0.656 0.847 0.740 e = sitting 0.018 0.839 0.511 0.635 f = standing 0.066 0.721 0.959 0.824 g = running 0.022 0.872 0.753 0.808 h = walking ------------------------------------------------------- 0.040 0.752 0.719 0.713 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.021 0.800 0.641 0.712 a = climbing down 0.033 0.739 0.627 0.678 b = climbing up 0.001 0.970 0.970 0.970 c = jumping 0.010 0.943 0.916 0.929 d = lying 0.059 0.679 0.762 0.718 e = sitting 0.042 0.746 0.725 0.735 f = standing 0.011 0.935 0.894 0.914 g = running 0.067 0.699 0.886 0.781 h = walking ------------------------------------------------------- 0.034 0.797 0.791 0.790 Weighted Avg. Run: 9 >> chest >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.079 0.517 0.646 0.574 a = climbing down 0.097 0.541 0.659 0.594 b = climbing up 0.000 0.958 0.153 0.264 c = jumping 0.027 0.813 0.699 0.752 d = lying 0.097 0.505 0.582 0.541 e = sitting 0.099 0.409 0.392 0.400 f = standing 0.024 0.828 0.725 0.773 g = running 0.039 0.719 0.595 0.651 h = walking ------------------------------------------------------- 0.065 0.625 0.603 0.605 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.011 0.907 0.787 0.843 a = climbing down 0.143 0.392 0.669 0.495 b = climbing up 0.008 0.711 0.982 0.824 c = jumping 0.018 0.867 0.668 0.754 d = lying 0.006 0.957 0.706 0.812 e = sitting 0.079 0.654 0.861 0.744 f = standing 0.035 0.822 0.943 0.878 g = running 0.044 0.499 0.252 0.335 h = walking ------------------------------------------------------- 0.046 0.732 0.702 0.698 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.017 0.863 0.869 0.866 a = climbing down 0.052 0.672 0.712 0.691 b = climbing up 0.001 0.948 1.000 0.974 c = jumping 0.020 0.881 0.916 0.898 d = lying 0.054 0.720 0.860 0.784 e = sitting 0.030 0.806 0.758 0.781 f = standing 0.007 0.959 0.797 0.871 g = running 0.038 0.781 0.754 0.767 h = walking ------------------------------------------------------- 0.030 0.818 0.811 0.812 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.028 0.797 0.730 0.762 a = climbing down 0.124 0.577 0.924 0.711 b = climbing up 0.000 1.000 0.986 0.993 c = jumping 0.038 0.779 0.872 0.823 d = lying 0.183 0.351 0.738 0.476 e = sitting 0.056 0.435 0.306 0.359 f = standing 0.005 0.952 0.399 0.563 g = running 0.015 0.730 0.295 0.420 h = walking ------------------------------------------------------- 0.059 0.689 0.610 0.599 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.113 0.489 0.949 0.645 a = climbing down 0.010 0.893 0.614 0.728 b = climbing up 0.000 0.994 0.988 0.991 c = jumping 0.045 0.738 0.822 0.778 d = lying 0.114 0.472 0.737 0.576 e = sitting 0.070 0.543 0.545 0.544 f = standing 0.015 0.917 0.564 0.698 g = running 0.037 0.636 0.393 0.486 h = walking ------------------------------------------------------- 0.051 0.704 0.646 0.647 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.879 0.672 0.761 a = climbing down 0.089 0.552 0.815 0.658 b = climbing up 0.008 0.713 0.981 0.826 c = jumping 0.059 0.678 0.711 0.694 d = lying 0.051 0.710 0.720 0.715 e = sitting 0.083 0.505 0.468 0.486 f = standing 0.002 0.990 0.899 0.942 g = running 0.030 0.796 0.684 0.736 h = walking ------------------------------------------------------- 0.046 0.730 0.713 0.716 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.137 0.406 0.682 0.509 a = climbing down 0.058 0.619 0.602 0.610 b = climbing up 0.001 0.953 0.816 0.879 c = jumping 0.030 0.821 0.815 0.818 d = lying 0.061 0.645 0.660 0.653 e = sitting 0.085 0.513 0.541 0.527 f = standing 0.009 0.952 0.904 0.928 g = running 0.038 0.412 0.174 0.244 h = walking ------------------------------------------------------- 0.056 0.643 0.637 0.629 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.061 0.500 0.625 0.556 a = climbing down 0.214 0.456 0.578 0.510 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.097 0.223 0.188 0.204 d = lying 0.082 0.532 0.617 0.571 e = sitting 0.150 0.386 0.610 0.473 f = standing 0.024 0.805 0.690 0.743 g = running 0.005 0.459 0.027 0.050 h = walking ------------------------------------------------------- 0.079 0.420 0.417 0.388 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.005 0.931 0.534 0.679 a = climbing down 0.060 0.648 0.812 0.721 b = climbing up 0.001 0.967 0.973 0.970 c = jumping 0.012 0.929 0.980 0.953 d = lying 0.132 0.483 0.745 0.586 e = sitting 0.051 0.603 0.461 0.522 f = standing 0.001 0.991 0.709 0.827 g = running 0.035 0.809 0.915 0.859 h = walking ------------------------------------------------------- 0.041 0.781 0.743 0.745 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.010 0.877 0.632 0.735 a = climbing down 0.061 0.584 0.706 0.640 b = climbing up 0.000 1.000 0.735 0.847 c = jumping 0.039 0.799 0.855 0.826 d = lying 0.071 0.566 0.492 0.526 e = sitting 0.092 0.484 0.482 0.483 f = standing 0.038 0.824 0.978 0.895 g = running 0.031 0.820 0.790 0.805 h = walking ------------------------------------------------------- 0.049 0.710 0.708 0.704 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.071 0.511 0.594 0.549 a = climbing down 0.053 0.585 0.451 0.509 b = climbing up 0.000 0.991 0.612 0.757 c = jumping 0.035 0.714 0.501 0.589 d = lying 0.078 0.391 0.304 0.342 e = sitting 0.168 0.354 0.554 0.432 f = standing 0.012 0.928 0.961 0.944 g = running 0.058 0.699 0.761 0.729 h = walking ------------------------------------------------------- 0.066 0.609 0.590 0.590 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.023 0.744 0.525 0.616 a = climbing down 0.137 0.482 0.847 0.614 b = climbing up 0.000 1.000 0.945 0.972 c = jumping 0.014 0.900 0.747 0.816 d = lying 0.112 0.542 0.784 0.641 e = sitting 0.063 0.478 0.333 0.393 f = standing 0.020 0.892 0.994 0.940 g = running 0.016 0.809 0.395 0.531 h = walking ------------------------------------------------------- 0.054 0.701 0.667 0.658 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.790 0.538 0.640 a = climbing down 0.171 0.443 0.859 0.585 b = climbing up 0.000 0.983 0.912 0.946 c = jumping 0.008 0.943 0.794 0.862 d = lying 0.095 0.604 0.793 0.686 e = sitting 0.050 0.531 0.330 0.407 f = standing 0.046 0.782 0.995 0.876 g = running 0.022 0.598 0.187 0.285 h = walking ------------------------------------------------------- 0.058 0.673 0.649 0.625 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.031 0.469 0.395 0.428 a = climbing down 0.195 0.299 0.540 0.384 b = climbing up 0.000 0.986 0.816 0.893 c = jumping 0.031 0.850 0.952 0.898 d = lying 0.100 0.534 0.630 0.578 e = sitting 0.064 0.513 0.365 0.426 f = standing 0.062 0.741 0.983 0.845 g = running 0.021 0.068 0.008 0.014 h = walking ------------------------------------------------------- 0.071 0.509 0.567 0.524 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.069 0.595 0.790 0.679 a = climbing down 0.144 0.444 0.765 0.562 b = climbing up 0.000 1.000 0.793 0.884 c = jumping 0.080 0.662 0.898 0.762 d = lying 0.068 0.543 0.493 0.517 e = sitting 0.079 0.430 0.349 0.385 f = standing 0.009 0.946 0.902 0.923 g = running 0.004 0.770 0.083 0.150 h = walking ------------------------------------------------------- 0.062 0.641 0.608 0.573 Weighted Avg. >> forearm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.022 0.780 0.590 0.672 a = climbing down 0.076 0.495 0.511 0.503 b = climbing up 0.000 0.991 0.745 0.851 c = jumping 0.044 0.175 0.055 0.084 d = lying 0.083 0.529 0.535 0.532 e = sitting 0.202 0.293 0.465 0.359 f = standing 0.012 0.931 0.997 0.963 g = running 0.083 0.600 0.716 0.653 h = walking ------------------------------------------------------- 0.076 0.542 0.553 0.537 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.065 0.689 0.838 0.756 a = climbing down 0.052 0.000 0.000 0.000 b = climbing up 0.000 0.987 0.915 0.949 c = jumping 0.027 0.889 0.958 0.922 d = lying 0.038 0.832 0.851 0.841 e = sitting 0.014 0.924 0.748 0.827 f = standing 0.006 0.949 1.000 0.974 g = running 0.013 0.898 0.539 0.674 h = walking ------------------------------------------------------- 0.027 0.771 0.731 0.743 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.029 0.768 0.778 0.773 a = climbing down 0.120 0.478 0.730 0.578 b = climbing up 0.000 0.995 0.984 0.989 c = jumping 0.093 0.557 0.714 0.626 d = lying 0.091 0.446 0.457 0.451 e = sitting 0.082 0.357 0.279 0.314 f = standing 0.009 0.946 0.798 0.866 g = running 0.031 0.722 0.455 0.558 h = walking ------------------------------------------------------- 0.062 0.627 0.607 0.606 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.158 0.301 0.453 0.362 a = climbing down 0.123 0.324 0.323 0.324 b = climbing up 0.001 0.920 0.958 0.939 c = jumping 0.071 0.490 0.449 0.469 d = lying 0.176 0.382 0.815 0.520 e = sitting 0.069 0.385 0.305 0.340 f = standing 0.004 0.958 0.348 0.510 g = running 0.074 0.266 0.195 0.225 h = walking ------------------------------------------------------- 0.088 0.489 0.411 0.408 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.041 0.651 0.674 0.663 a = climbing down 0.156 0.325 0.540 0.406 b = climbing up 0.002 0.917 0.982 0.949 c = jumping 0.025 0.752 0.502 0.602 d = lying 0.147 0.384 0.659 0.485 e = sitting 0.130 0.376 0.509 0.433 f = standing 0.001 0.991 0.528 0.689 g = running 0.062 0.250 0.126 0.168 h = walking ------------------------------------------------------- 0.071 0.581 0.506 0.512 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.085 0.481 0.614 0.539 a = climbing down 0.157 0.302 0.502 0.377 b = climbing up 0.000 0.960 0.586 0.728 c = jumping 0.029 0.625 0.275 0.382 d = lying 0.127 0.533 0.847 0.654 e = sitting 0.068 0.613 0.600 0.607 f = standing 0.015 0.919 0.938 0.928 g = running 0.038 0.213 0.060 0.094 h = walking ------------------------------------------------------- 0.069 0.547 0.550 0.522 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.040 0.527 0.322 0.400 a = climbing down 0.201 0.367 0.750 0.493 b = climbing up 0.004 0.847 0.994 0.914 c = jumping 0.031 0.756 0.573 0.652 d = lying 0.117 0.401 0.464 0.431 e = sitting 0.098 0.432 0.448 0.440 f = standing 0.003 0.983 0.879 0.928 g = running 0.061 0.132 0.060 0.083 h = walking ------------------------------------------------------- 0.076 0.533 0.522 0.511 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.032 0.672 0.657 0.664 a = climbing down 0.068 0.596 0.320 0.416 b = climbing up 0.000 0.000 0.000 0.000 c = jumping 0.039 0.696 0.599 0.644 d = lying 0.082 0.590 0.783 0.673 e = sitting 0.107 0.542 0.824 0.654 f = standing 0.022 0.862 0.968 0.912 g = running 0.067 0.628 0.727 0.674 h = walking ------------------------------------------------------- 0.052 0.573 0.610 0.580 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.006 0.914 0.522 0.665 a = climbing down 0.077 0.523 0.618 0.566 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.038 0.782 0.834 0.807 d = lying 0.054 0.664 0.638 0.651 e = sitting 0.083 0.622 0.813 0.705 f = standing 0.001 0.994 0.712 0.830 g = running 0.071 0.638 0.774 0.700 h = walking ------------------------------------------------------- 0.045 0.749 0.715 0.718 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.019 0.807 0.685 0.741 a = climbing down 0.057 0.557 0.591 0.574 b = climbing up 0.000 0.982 0.603 0.747 c = jumping 0.155 0.357 0.477 0.408 d = lying 0.099 0.374 0.317 0.343 e = sitting 0.042 0.716 0.593 0.648 f = standing 0.013 0.933 0.967 0.949 g = running 0.046 0.756 0.809 0.782 h = walking ------------------------------------------------------- 0.063 0.645 0.631 0.634 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.021 0.742 0.490 0.590 a = climbing down 0.112 0.471 0.600 0.528 b = climbing up 0.000 0.981 0.871 0.923 c = jumping 0.031 0.649 0.330 0.438 d = lying 0.116 0.503 0.709 0.588 e = sitting 0.134 0.315 0.371 0.341 f = standing 0.006 0.964 0.975 0.969 g = running 0.074 0.551 0.512 0.531 h = walking ------------------------------------------------------- 0.071 0.602 0.576 0.574 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.086 0.513 0.705 0.594 a = climbing down 0.054 0.499 0.354 0.415 b = climbing up 0.001 0.936 0.808 0.867 c = jumping 0.040 0.737 0.650 0.691 d = lying 0.148 0.462 0.751 0.572 e = sitting 0.029 0.661 0.334 0.443 f = standing 0.006 0.965 0.993 0.979 g = running 0.059 0.651 0.623 0.637 h = walking ------------------------------------------------------- 0.058 0.654 0.635 0.628 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.044 0.546 0.484 0.513 a = climbing down 0.181 0.371 0.670 0.478 b = climbing up 0.001 0.970 0.990 0.980 c = jumping 0.015 0.891 0.714 0.792 d = lying 0.082 0.573 0.606 0.589 e = sitting 0.076 0.474 0.393 0.430 f = standing 0.008 0.951 0.993 0.972 g = running 0.040 0.621 0.369 0.463 h = walking ------------------------------------------------------- 0.062 0.645 0.615 0.617 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.263 0.185 0.851 0.304 a = climbing down 0.022 0.651 0.268 0.379 b = climbing up 0.023 0.496 0.994 0.662 c = jumping 0.036 0.793 0.750 0.771 d = lying 0.077 0.642 0.761 0.696 e = sitting 0.064 0.577 0.481 0.525 f = standing 0.001 0.996 0.839 0.911 g = running 0.017 0.066 0.006 0.011 h = walking ------------------------------------------------------- 0.051 0.582 0.549 0.532 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.029 0.733 0.608 0.665 a = climbing down 0.111 0.397 0.486 0.437 b = climbing up 0.000 0.976 0.982 0.979 c = jumping 0.139 0.414 0.560 0.476 d = lying 0.055 0.672 0.685 0.678 e = sitting 0.088 0.279 0.201 0.234 f = standing 0.002 0.987 0.892 0.937 g = running 0.066 0.596 0.556 0.575 h = walking ------------------------------------------------------- 0.069 0.590 0.580 0.581 Weighted Avg. >> head >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.244 0.264 0.673 0.379 a = climbing down 0.068 0.461 0.334 0.387 b = climbing up 0.000 0.990 0.682 0.808 c = jumping 0.027 0.858 0.973 0.912 d = lying 0.140 0.452 0.684 0.545 e = sitting 0.006 0.061 0.002 0.005 f = standing 0.066 0.498 0.412 0.451 g = running 0.061 0.396 0.238 0.297 h = walking ------------------------------------------------------- 0.081 0.439 0.468 0.430 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.177 0.378 0.797 0.512 a = climbing down 0.083 0.465 0.530 0.495 b = climbing up 0.000 1.000 0.958 0.979 c = jumping 0.029 0.707 0.392 0.504 d = lying 0.062 0.696 0.822 0.754 e = sitting 0.068 0.657 0.754 0.702 f = standing 0.025 0.862 0.897 0.879 g = running 0.013 0.118 0.010 0.019 h = walking ------------------------------------------------------- 0.060 0.572 0.603 0.564 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.103 0.497 0.831 0.623 a = climbing down 0.073 0.561 0.620 0.589 b = climbing up 0.001 0.942 0.984 0.962 c = jumping 0.021 0.881 0.936 0.908 d = lying 0.074 0.618 0.741 0.674 e = sitting 0.041 0.724 0.658 0.690 f = standing 0.004 0.975 0.779 0.866 g = running 0.024 0.730 0.356 0.478 h = walking ------------------------------------------------------- 0.044 0.733 0.704 0.701 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.041 0.538 0.321 0.402 a = climbing down 0.162 0.470 0.790 0.589 b = climbing up 0.024 0.330 0.760 0.461 c = jumping 0.016 0.882 0.765 0.820 d = lying 0.195 0.275 0.555 0.368 e = sitting 0.091 0.406 0.440 0.422 f = standing 0.014 0.857 0.317 0.463 g = running 0.029 0.611 0.332 0.430 h = walking ------------------------------------------------------- 0.073 0.597 0.501 0.501 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.122 0.396 0.701 0.506 a = climbing down 0.072 0.575 0.689 0.627 b = climbing up 0.003 0.000 0.000 0.000 c = jumping 0.033 0.735 0.596 0.658 d = lying 0.198 0.361 0.808 0.499 e = sitting 0.084 0.155 0.101 0.122 f = standing 0.034 0.822 0.528 0.643 g = running 0.024 0.618 0.238 0.344 h = walking ------------------------------------------------------- 0.071 0.458 0.458 0.425 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.035 0.686 0.600 0.640 a = climbing down 0.082 0.567 0.794 0.662 b = climbing up 0.000 0.974 0.235 0.378 c = jumping 0.054 0.727 0.820 0.771 d = lying 0.090 0.493 0.507 0.500 e = sitting 0.034 0.495 0.188 0.272 f = standing 0.111 0.610 0.959 0.746 g = running 0.032 0.751 0.568 0.647 h = walking ------------------------------------------------------- 0.062 0.624 0.623 0.598 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.159 0.355 0.638 0.456 a = climbing down 0.031 0.761 0.631 0.690 b = climbing up 0.000 0.994 0.989 0.992 c = jumping 0.030 0.824 0.840 0.832 d = lying 0.077 0.504 0.463 0.483 e = sitting 0.099 0.471 0.534 0.500 f = standing 0.001 0.995 0.902 0.946 g = running 0.066 0.142 0.070 0.094 h = walking ------------------------------------------------------- 0.062 0.601 0.599 0.592 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.033 0.342 0.172 0.229 a = climbing down 0.134 0.457 0.362 0.404 b = climbing up 0.000 1.000 0.706 0.827 c = jumping 0.042 0.734 0.776 0.754 d = lying 0.059 0.196 0.095 0.128 e = sitting 0.189 0.306 0.541 0.391 f = standing 0.054 0.685 0.813 0.744 g = running 0.113 0.417 0.523 0.464 h = walking ------------------------------------------------------- 0.095 0.462 0.472 0.454 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.038 0.649 0.570 0.607 a = climbing down 0.103 0.521 0.812 0.635 b = climbing up 0.013 0.596 0.960 0.736 c = jumping 0.018 0.898 0.976 0.935 d = lying 0.111 0.442 0.528 0.481 e = sitting 0.089 0.507 0.542 0.524 f = standing 0.001 0.990 0.646 0.782 g = running 0.027 0.729 0.452 0.558 h = walking ------------------------------------------------------- 0.052 0.691 0.651 0.654 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.085 0.474 0.660 0.552 a = climbing down 0.084 0.316 0.321 0.319 b = climbing up 0.003 0.452 0.106 0.171 c = jumping 0.083 0.265 0.166 0.204 d = lying 0.196 0.332 0.523 0.406 e = sitting 0.056 0.328 0.152 0.208 f = standing 0.107 0.616 0.948 0.747 g = running 0.037 0.659 0.400 0.498 h = walking ------------------------------------------------------- 0.092 0.430 0.442 0.412 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.011 0.821 0.393 0.532 a = climbing down 0.036 0.456 0.183 0.261 b = climbing up 0.000 1.000 0.698 0.822 c = jumping 0.010 0.896 0.473 0.619 d = lying 0.092 0.357 0.308 0.331 e = sitting 0.172 0.362 0.590 0.448 f = standing 0.011 0.938 0.981 0.959 g = running 0.188 0.460 0.896 0.608 h = walking ------------------------------------------------------- 0.075 0.614 0.556 0.543 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.021 0.687 0.366 0.478 a = climbing down 0.041 0.660 0.530 0.588 b = climbing up 0.002 0.920 0.890 0.905 c = jumping 0.017 0.908 0.949 0.928 d = lying 0.095 0.474 0.507 0.490 e = sitting 0.081 0.457 0.397 0.425 f = standing 0.047 0.779 0.984 0.870 g = running 0.086 0.620 0.805 0.700 h = walking ------------------------------------------------------- 0.056 0.660 0.665 0.652 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.032 0.615 0.459 0.526 a = climbing down 0.123 0.447 0.624 0.521 b = climbing up 0.036 0.382 0.968 0.548 c = jumping 0.007 0.954 0.892 0.922 d = lying 0.098 0.487 0.506 0.497 e = sitting 0.087 0.434 0.388 0.410 f = standing 0.001 0.990 0.745 0.850 g = running 0.078 0.524 0.492 0.507 h = walking ------------------------------------------------------- 0.062 0.630 0.599 0.606 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.139 0.236 0.615 0.341 a = climbing down 0.021 0.803 0.555 0.657 b = climbing up 0.151 0.118 0.897 0.208 c = jumping 0.007 0.956 0.892 0.923 d = lying 0.099 0.580 0.756 0.656 e = sitting 0.054 0.617 0.475 0.537 f = standing 0.112 0.022 0.014 0.017 g = running 0.011 0.107 0.007 0.013 h = walking ------------------------------------------------------- 0.059 0.478 0.464 0.445 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.044 0.636 0.597 0.616 a = climbing down 0.102 0.396 0.446 0.420 b = climbing up 0.000 0.976 0.237 0.381 c = jumping 0.015 0.914 0.936 0.925 d = lying 0.125 0.398 0.501 0.444 e = sitting 0.084 0.399 0.329 0.361 f = standing 0.018 0.899 0.886 0.893 g = running 0.072 0.572 0.544 0.557 h = walking ------------------------------------------------------- 0.064 0.615 0.604 0.603 Weighted Avg. >> shin >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.204 0.359 0.883 0.511 a = climbing down 0.053 0.658 0.590 0.622 b = climbing up 0.114 0.132 0.967 0.233 c = jumping 0.080 0.661 0.940 0.776 d = lying 0.085 0.390 0.318 0.350 e = sitting 0.077 0.481 0.405 0.439 f = standing 0.002 0.730 0.038 0.073 g = running 0.004 0.162 0.005 0.009 h = walking ------------------------------------------------------- 0.069 0.488 0.451 0.392 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.072 0.610 0.837 0.706 a = climbing down 0.029 0.777 0.738 0.757 b = climbing up 0.018 0.512 0.938 0.662 c = jumping 0.137 0.559 0.990 0.714 d = lying 0.002 0.984 0.838 0.905 e = sitting 0.014 0.722 0.207 0.322 f = standing 0.032 0.829 0.890 0.859 g = running 0.021 0.807 0.515 0.629 h = walking ------------------------------------------------------- 0.043 0.754 0.717 0.696 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.068 0.568 0.727 0.638 a = climbing down 0.052 0.686 0.761 0.722 b = climbing up 0.001 0.935 0.967 0.951 c = jumping 0.014 0.904 0.803 0.851 d = lying 0.070 0.660 0.839 0.739 e = sitting 0.047 0.706 0.689 0.697 f = standing 0.025 0.865 0.792 0.827 g = running 0.016 0.864 0.581 0.695 h = walking ------------------------------------------------------- 0.039 0.765 0.746 0.748 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.029 0.689 0.434 0.532 a = climbing down 0.095 0.609 0.816 0.698 b = climbing up 0.000 0.977 0.847 0.907 c = jumping 0.015 0.842 0.525 0.647 d = lying 0.108 0.530 0.911 0.670 e = sitting 0.119 0.479 0.770 0.590 f = standing 0.004 0.956 0.332 0.493 g = running 0.049 0.697 0.824 0.755 h = walking ------------------------------------------------------- 0.055 0.712 0.635 0.621 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.164 0.359 0.804 0.496 a = climbing down 0.032 0.756 0.704 0.729 b = climbing up 0.002 0.845 0.497 0.626 c = jumping 0.013 0.840 0.438 0.576 d = lying 0.138 0.428 0.746 0.544 e = sitting 0.129 0.445 0.673 0.536 f = standing 0.011 0.932 0.531 0.677 g = running 0.032 0.160 0.037 0.060 h = walking ------------------------------------------------------- 0.064 0.602 0.543 0.528 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.012 0.853 0.548 0.668 a = climbing down 0.097 0.505 0.733 0.598 b = climbing up 0.002 0.891 0.988 0.937 c = jumping 0.095 0.586 0.770 0.666 d = lying 0.059 0.721 0.887 0.795 e = sitting 0.028 0.661 0.307 0.420 f = standing 0.004 0.979 0.930 0.954 g = running 0.057 0.649 0.620 0.634 h = walking ------------------------------------------------------- 0.049 0.714 0.694 0.685 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.096 0.515 0.739 0.607 a = climbing down 0.041 0.693 0.588 0.636 b = climbing up 0.000 0.988 0.949 0.968 c = jumping 0.028 0.820 0.782 0.801 d = lying 0.034 0.753 0.618 0.679 e = sitting 0.092 0.555 0.692 0.616 f = standing 0.008 0.954 0.893 0.923 g = running 0.037 0.716 0.591 0.647 h = walking ------------------------------------------------------- 0.045 0.730 0.710 0.714 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.063 0.500 0.647 0.565 a = climbing down 0.049 0.777 0.541 0.638 b = climbing up 0.003 0.863 0.873 0.868 c = jumping 0.065 0.301 0.189 0.232 d = lying 0.045 0.760 0.953 0.846 e = sitting 0.150 0.436 0.753 0.552 f = standing 0.012 0.849 0.478 0.612 g = running 0.045 0.748 0.850 0.795 h = walking ------------------------------------------------------- 0.059 0.650 0.627 0.617 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.047 0.600 0.568 0.583 a = climbing down 0.047 0.659 0.666 0.663 b = climbing up 0.000 0.975 0.893 0.932 c = jumping 0.048 0.761 0.935 0.839 d = lying 0.071 0.690 0.938 0.795 e = sitting 0.024 0.816 0.632 0.713 f = standing 0.006 0.962 0.717 0.822 g = running 0.045 0.728 0.737 0.732 h = walking ------------------------------------------------------- 0.038 0.765 0.751 0.749 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.135 0.377 0.708 0.492 a = climbing down 0.113 0.252 0.312 0.279 b = climbing up 0.134 0.134 0.933 0.234 c = jumping 0.093 0.159 0.098 0.121 d = lying 0.019 0.881 0.739 0.804 e = sitting 0.111 0.442 0.487 0.463 f = standing 0.096 0.232 0.162 0.191 g = running 0.010 0.552 0.069 0.122 h = walking ------------------------------------------------------- 0.080 0.418 0.368 0.349 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.807 0.526 0.637 a = climbing down 0.097 0.603 0.885 0.717 b = climbing up 0.000 0.976 0.717 0.827 c = jumping 0.022 0.665 0.249 0.362 d = lying 0.059 0.713 0.873 0.785 e = sitting 0.112 0.530 0.760 0.625 f = standing 0.006 0.919 0.413 0.570 g = running 0.124 0.488 0.664 0.562 h = walking ------------------------------------------------------- 0.063 0.675 0.628 0.610 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.019 0.819 0.677 0.741 a = climbing down 0.045 0.729 0.794 0.760 b = climbing up 0.000 0.974 0.812 0.886 c = jumping 0.052 0.736 0.845 0.786 d = lying 0.036 0.807 0.882 0.843 e = sitting 0.037 0.717 0.550 0.623 f = standing 0.010 0.941 0.991 0.966 g = running 0.044 0.754 0.769 0.761 h = walking ------------------------------------------------------- 0.034 0.790 0.790 0.786 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.055 0.584 0.701 0.637 a = climbing down 0.041 0.719 0.665 0.691 b = climbing up 0.001 0.973 0.927 0.950 c = jumping 0.026 0.862 0.926 0.893 d = lying 0.084 0.664 0.898 0.763 e = sitting 0.015 0.825 0.406 0.544 f = standing 0.032 0.835 0.992 0.907 g = running 0.035 0.762 0.630 0.690 h = walking ------------------------------------------------------- 0.040 0.762 0.752 0.741 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.028 0.135 0.062 0.085 a = climbing down 0.050 0.580 0.445 0.503 b = climbing up 0.011 0.631 0.899 0.741 c = jumping 0.035 0.786 0.692 0.736 d = lying 0.007 0.955 0.814 0.879 e = sitting 0.012 0.902 0.609 0.727 f = standing 0.244 0.421 0.987 0.590 g = running 0.002 0.981 0.646 0.779 h = walking ------------------------------------------------------- 0.054 0.733 0.666 0.668 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.023 0.679 0.373 0.482 a = climbing down 0.180 0.415 0.854 0.559 b = climbing up 0.000 1.000 0.866 0.928 c = jumping 0.008 0.943 0.798 0.864 d = lying 0.048 0.734 0.811 0.771 e = sitting 0.058 0.710 0.837 0.768 f = standing 0.004 0.977 0.865 0.918 g = running 0.056 0.272 0.119 0.165 h = walking ------------------------------------------------------- 0.052 0.687 0.674 0.658 Weighted Avg. >> thigh >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.121 0.425 0.695 0.527 a = climbing down 0.121 0.547 0.833 0.660 b = climbing up 0.002 0.914 0.987 0.949 c = jumping 0.084 0.526 0.561 0.543 d = lying 0.072 0.559 0.538 0.549 e = sitting 0.096 0.397 0.364 0.380 f = standing 0.004 0.965 0.773 0.858 g = running 0.026 0.251 0.051 0.084 h = walking ------------------------------------------------------- 0.073 0.531 0.547 0.519 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.128 0.429 0.715 0.536 a = climbing down 0.011 0.848 0.449 0.587 b = climbing up 0.006 0.558 0.341 0.423 c = jumping 0.141 0.473 0.718 0.570 d = lying 0.005 0.969 0.955 0.962 e = sitting 0.052 0.384 0.187 0.251 f = standing 0.118 0.593 0.995 0.743 g = running 0.028 0.297 0.069 0.112 h = walking ------------------------------------------------------- 0.068 0.566 0.578 0.533 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.108 0.432 0.673 0.526 a = climbing down 0.070 0.642 0.835 0.726 b = climbing up 0.005 0.785 0.945 0.858 c = jumping 0.108 0.107 0.079 0.091 d = lying 0.047 0.768 0.974 0.859 e = sitting 0.148 0.256 0.313 0.282 f = standing 0.008 0.951 0.757 0.843 g = running 0.033 0.452 0.151 0.226 h = walking ------------------------------------------------------- 0.070 0.534 0.543 0.518 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.112 0.337 0.380 0.358 a = climbing down 0.057 0.672 0.644 0.658 b = climbing up 0.001 0.946 0.927 0.936 c = jumping 0.059 0.649 0.720 0.683 d = lying 0.146 0.473 0.982 0.639 e = sitting 0.046 0.580 0.447 0.505 f = standing 0.002 0.983 0.391 0.559 g = running 0.080 0.424 0.426 0.425 h = walking ------------------------------------------------------- 0.064 0.628 0.561 0.556 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.137 0.298 0.508 0.376 a = climbing down 0.041 0.682 0.620 0.650 b = climbing up 0.000 0.950 0.461 0.620 c = jumping 0.062 0.536 0.460 0.495 d = lying 0.126 0.493 0.886 0.634 e = sitting 0.090 0.475 0.531 0.502 f = standing 0.020 0.886 0.536 0.668 g = running 0.054 0.457 0.278 0.346 h = walking ------------------------------------------------------- 0.067 0.592 0.537 0.540 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.057 0.530 0.493 0.511 a = climbing down 0.131 0.367 0.546 0.439 b = climbing up 0.002 0.000 0.000 0.000 c = jumping 0.094 0.551 0.643 0.593 d = lying 0.060 0.729 0.920 0.814 e = sitting 0.055 0.508 0.309 0.385 f = standing 0.003 0.981 0.934 0.957 g = running 0.070 0.396 0.264 0.317 h = walking ------------------------------------------------------- 0.059 0.508 0.514 0.502 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.122 0.379 0.538 0.444 a = climbing down 0.088 0.540 0.664 0.596 b = climbing up 0.004 0.813 0.955 0.879 c = jumping 0.064 0.628 0.651 0.639 d = lying 0.053 0.726 0.834 0.776 e = sitting 0.059 0.573 0.484 0.525 f = standing 0.008 0.956 0.884 0.919 g = running 0.008 0.884 0.374 0.525 h = walking ------------------------------------------------------- 0.054 0.683 0.648 0.648 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.212 0.172 0.447 0.248 a = climbing down 0.130 0.531 0.471 0.499 b = climbing up 0.002 0.835 0.422 0.561 c = jumping 0.098 0.247 0.216 0.230 d = lying 0.053 0.683 0.743 0.712 e = sitting 0.176 0.303 0.497 0.377 f = standing 0.012 0.153 0.015 0.027 g = running 0.047 0.305 0.133 0.185 h = walking ------------------------------------------------------- 0.101 0.380 0.372 0.354 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.061 0.562 0.631 0.595 a = climbing down 0.049 0.592 0.521 0.554 b = climbing up 0.001 0.934 0.651 0.768 c = jumping 0.077 0.601 0.712 0.652 d = lying 0.106 0.587 0.905 0.712 e = sitting 0.066 0.393 0.252 0.307 f = standing 0.002 0.986 0.712 0.827 g = running 0.072 0.573 0.599 0.586 h = walking ------------------------------------------------------- 0.059 0.637 0.624 0.618 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.142 0.333 0.614 0.431 a = climbing down 0.019 0.360 0.090 0.145 b = climbing up 0.001 0.957 0.725 0.825 c = jumping 0.090 0.283 0.197 0.233 d = lying 0.075 0.681 0.864 0.762 e = sitting 0.129 0.337 0.362 0.349 f = standing 0.016 0.914 0.962 0.938 g = running 0.037 0.765 0.682 0.721 h = walking ------------------------------------------------------- 0.070 0.552 0.561 0.539 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.088 0.289 0.281 0.285 a = climbing down 0.128 0.509 0.804 0.623 b = climbing up 0.005 0.728 0.715 0.721 c = jumping 0.065 0.593 0.534 0.562 d = lying 0.050 0.731 0.819 0.772 e = sitting 0.089 0.455 0.448 0.451 f = standing 0.011 0.922 0.780 0.845 g = running 0.040 0.637 0.393 0.486 h = walking ------------------------------------------------------- 0.065 0.602 0.589 0.585 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.093 0.171 0.148 0.159 a = climbing down 0.169 0.432 0.850 0.573 b = climbing up 0.001 0.939 0.691 0.796 c = jumping 0.041 0.784 0.856 0.818 d = lying 0.069 0.651 0.764 0.703 e = sitting 0.050 0.620 0.473 0.537 f = standing 0.011 0.938 0.991 0.964 g = running 0.006 0.837 0.174 0.288 h = walking ------------------------------------------------------- 0.059 0.658 0.619 0.594 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.091 0.322 0.394 0.355 a = climbing down 0.118 0.502 0.750 0.602 b = climbing up 0.075 0.223 0.942 0.361 c = jumping 0.012 0.918 0.757 0.830 d = lying 0.078 0.626 0.711 0.666 e = sitting 0.083 0.541 0.565 0.552 f = standing 0.004 0.950 0.472 0.631 g = running 0.020 0.702 0.268 0.388 h = walking ------------------------------------------------------- 0.057 0.658 0.575 0.580 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.218 0.147 0.540 0.231 a = climbing down 0.007 0.832 0.215 0.342 b = climbing up 0.001 0.894 0.247 0.387 c = jumping 0.003 0.955 0.314 0.473 d = lying 0.187 0.483 0.957 0.642 e = sitting 0.075 0.365 0.236 0.287 f = standing 0.074 0.702 0.978 0.818 g = running 0.057 0.095 0.031 0.046 h = walking ------------------------------------------------------- 0.077 0.541 0.456 0.417 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.088 0.385 0.429 0.406 a = climbing down 0.163 0.244 0.351 0.288 b = climbing up 0.000 0.962 0.302 0.459 c = jumping 0.078 0.593 0.649 0.619 d = lying 0.028 0.329 0.083 0.132 e = sitting 0.207 0.305 0.533 0.388 f = standing 0.005 0.227 0.008 0.015 g = running 0.163 0.373 0.555 0.446 h = walking ------------------------------------------------------- 0.102 0.364 0.370 0.329 Weighted Avg. >> upperarm >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.037 0.732 0.775 0.753 a = climbing down 0.026 0.793 0.584 0.672 b = climbing up 0.006 0.701 0.830 0.760 c = jumping 0.014 0.264 0.031 0.056 d = lying 0.101 0.492 0.573 0.530 e = sitting 0.220 0.250 0.422 0.314 f = standing 0.005 0.969 0.910 0.939 g = running 0.067 0.687 0.862 0.765 h = walking ------------------------------------------------------- 0.068 0.594 0.592 0.572 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.115 0.500 0.856 0.632 a = climbing down 0.088 0.459 0.548 0.500 b = climbing up 0.016 0.567 0.965 0.715 c = jumping 0.001 0.995 0.994 0.995 d = lying 0.028 0.839 0.840 0.839 e = sitting 0.024 0.858 0.838 0.848 f = standing 0.004 0.974 0.880 0.925 g = running 0.022 0.571 0.167 0.258 h = walking ------------------------------------------------------- 0.036 0.754 0.739 0.722 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.022 0.828 0.875 0.851 a = climbing down 0.025 0.779 0.593 0.673 b = climbing up 0.000 0.995 1.000 0.997 c = jumping 0.011 0.935 0.980 0.957 d = lying 0.042 0.723 0.683 0.703 e = sitting 0.055 0.717 0.859 0.781 f = standing 0.005 0.970 0.791 0.872 g = running 0.057 0.733 0.875 0.798 h = walking ------------------------------------------------------- 0.030 0.820 0.812 0.811 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.064 0.550 0.520 0.535 a = climbing down 0.143 0.493 0.760 0.598 b = climbing up 0.000 1.000 0.967 0.983 c = jumping 0.017 0.890 0.883 0.886 d = lying 0.113 0.442 0.672 0.533 e = sitting 0.104 0.469 0.651 0.545 f = standing 0.002 0.977 0.354 0.520 g = running 0.040 0.477 0.267 0.342 h = walking ------------------------------------------------------- 0.064 0.649 0.581 0.572 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.034 0.715 0.744 0.729 a = climbing down 0.037 0.728 0.706 0.716 b = climbing up 0.000 1.000 0.811 0.895 c = jumping 0.057 0.671 0.752 0.710 d = lying 0.110 0.486 0.750 0.590 e = sitting 0.098 0.436 0.496 0.464 f = standing 0.007 0.958 0.530 0.682 g = running 0.052 0.694 0.712 0.703 h = walking ------------------------------------------------------- 0.051 0.703 0.656 0.661 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.028 0.734 0.607 0.664 a = climbing down 0.089 0.516 0.697 0.593 b = climbing up 0.001 0.953 0.883 0.917 c = jumping 0.003 0.980 0.966 0.973 d = lying 0.077 0.657 0.861 0.745 e = sitting 0.027 0.801 0.605 0.689 f = standing 0.003 0.981 0.934 0.956 g = running 0.046 0.692 0.598 0.641 h = walking ------------------------------------------------------- 0.037 0.779 0.762 0.764 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.029 0.670 0.423 0.518 a = climbing down 0.032 0.483 0.195 0.278 b = climbing up 0.079 0.191 0.948 0.318 c = jumping 0.013 0.920 0.931 0.925 d = lying 0.057 0.577 0.457 0.510 e = sitting 0.082 0.562 0.639 0.598 f = standing 0.019 0.813 0.421 0.554 g = running 0.191 0.388 0.776 0.517 h = walking ------------------------------------------------------- 0.060 0.627 0.557 0.556 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.030 0.719 0.787 0.751 a = climbing down 0.056 0.759 0.564 0.647 b = climbing up 0.000 1.000 0.844 0.916 c = jumping 0.054 0.567 0.476 0.517 d = lying 0.085 0.590 0.805 0.681 e = sitting 0.133 0.376 0.519 0.436 f = standing 0.005 0.967 0.967 0.967 g = running 0.018 0.863 0.716 0.783 h = walking ------------------------------------------------------- 0.055 0.702 0.675 0.679 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.001 0.990 0.488 0.653 a = climbing down 0.062 0.640 0.810 0.715 b = climbing up 0.000 1.000 0.989 0.994 c = jumping 0.004 0.973 0.981 0.977 d = lying 0.118 0.483 0.666 0.560 e = sitting 0.083 0.485 0.463 0.474 f = standing 0.001 0.997 0.723 0.838 g = running 0.055 0.711 0.843 0.771 h = walking ------------------------------------------------------- 0.045 0.763 0.720 0.724 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.028 0.742 0.702 0.721 a = climbing down 0.069 0.596 0.837 0.696 b = climbing up 0.001 0.958 0.984 0.971 c = jumping 0.016 0.909 0.883 0.896 d = lying 0.058 0.590 0.450 0.511 e = sitting 0.100 0.554 0.693 0.615 f = standing 0.023 0.885 0.974 0.928 g = running 0.008 0.932 0.616 0.742 h = walking ------------------------------------------------------- 0.042 0.755 0.739 0.736 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.020 0.789 0.582 0.670 a = climbing down 0.160 0.460 0.820 0.589 b = climbing up 0.017 0.424 0.584 0.492 c = jumping 0.005 0.969 0.947 0.958 d = lying 0.098 0.579 0.816 0.678 e = sitting 0.034 0.665 0.409 0.506 f = standing 0.012 0.917 0.837 0.875 g = running 0.039 0.553 0.267 0.360 h = walking ------------------------------------------------------- 0.053 0.696 0.667 0.658 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.051 0.626 0.658 0.641 a = climbing down 0.048 0.645 0.581 0.612 b = climbing up 0.003 0.845 0.698 0.765 c = jumping 0.001 0.995 0.979 0.987 d = lying 0.124 0.534 0.838 0.652 e = sitting 0.031 0.631 0.305 0.411 f = standing 0.009 0.950 0.977 0.963 g = running 0.047 0.734 0.748 0.741 h = walking ------------------------------------------------------- 0.043 0.738 0.730 0.720 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.016 0.744 0.432 0.547 a = climbing down 0.200 0.404 0.853 0.548 b = climbing up 0.001 0.970 0.990 0.979 c = jumping 0.001 0.996 0.944 0.969 d = lying 0.121 0.517 0.707 0.598 e = sitting 0.034 0.498 0.197 0.282 f = standing 0.021 0.883 0.990 0.934 g = running 0.030 0.582 0.238 0.337 h = walking ------------------------------------------------------- 0.061 0.663 0.636 0.611 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.092 0.237 0.409 0.300 a = climbing down 0.164 0.288 0.431 0.345 b = climbing up 0.075 0.169 0.678 0.271 c = jumping 0.002 0.986 0.761 0.859 d = lying 0.086 0.509 0.493 0.501 e = sitting 0.132 0.430 0.547 0.481 f = standing 0.066 0.576 0.502 0.537 g = running 0.004 0.077 0.002 0.003 h = walking ------------------------------------------------------- 0.074 0.455 0.454 0.438 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.022 0.771 0.566 0.653 a = climbing down 0.055 0.582 0.509 0.543 b = climbing up 0.000 0.991 0.720 0.835 c = jumping 0.008 0.948 0.872 0.909 d = lying 0.099 0.552 0.745 0.634 e = sitting 0.062 0.571 0.484 0.524 f = standing 0.008 0.950 0.890 0.919 g = running 0.078 0.660 0.864 0.748 h = walking ------------------------------------------------------- 0.047 0.727 0.714 0.713 Weighted Avg. >> waist >>> Subject: 1 FP Rate Precision Recall F-Measure Class 0.054 0.638 0.734 0.682 a = climbing down 0.092 0.632 0.911 0.746 b = climbing up 0.003 0.842 0.980 0.906 c = jumping 0.045 0.750 0.822 0.784 d = lying 0.032 0.643 0.341 0.445 e = sitting 0.112 0.492 0.625 0.551 f = standing 0.016 0.868 0.648 0.742 g = running 0.024 0.812 0.610 0.697 h = walking ------------------------------------------------------- 0.053 0.693 0.674 0.667 Weighted Avg. >>> Subject: 2 FP Rate Precision Recall F-Measure Class 0.126 0.483 0.881 0.624 a = climbing down 0.026 0.745 0.558 0.638 b = climbing up 0.052 0.285 0.994 0.443 c = jumping 0.004 0.974 0.912 0.942 d = lying 0.078 0.682 0.968 0.800 e = sitting 0.013 0.873 0.509 0.643 f = standing 0.003 0.974 0.648 0.778 g = running 0.030 0.705 0.420 0.526 h = walking ------------------------------------------------------- 0.038 0.776 0.704 0.707 Weighted Avg. >>> Subject: 3 FP Rate Precision Recall F-Measure Class 0.034 0.762 0.885 0.819 a = climbing down 0.111 0.526 0.816 0.640 b = climbing up 0.001 0.971 0.917 0.943 c = jumping 0.043 0.755 0.810 0.782 d = lying 0.039 0.773 0.829 0.800 e = sitting 0.035 0.765 0.710 0.737 f = standing 0.026 0.864 0.808 0.835 g = running 0.020 0.741 0.314 0.441 h = walking ------------------------------------------------------- 0.042 0.750 0.734 0.724 Weighted Avg. >>> Subject: 4 FP Rate Precision Recall F-Measure Class 0.088 0.476 0.534 0.503 a = climbing down 0.073 0.666 0.799 0.727 b = climbing up 0.000 1.000 0.810 0.895 c = jumping 0.101 0.565 0.862 0.683 d = lying 0.124 0.495 0.908 0.641 e = sitting 0.031 0.594 0.316 0.412 f = standing 0.005 0.956 0.395 0.559 g = running 0.038 0.622 0.450 0.522 h = walking ------------------------------------------------------- 0.060 0.658 0.601 0.586 Weighted Avg. >>> Subject: 5 FP Rate Precision Recall F-Measure Class 0.090 0.459 0.667 0.544 a = climbing down 0.056 0.657 0.768 0.708 b = climbing up 0.000 1.000 0.840 0.913 c = jumping 0.011 0.911 0.748 0.821 d = lying 0.139 0.473 0.898 0.619 e = sitting 0.046 0.727 0.797 0.761 f = standing 0.004 0.977 0.529 0.686 g = running 0.021 0.781 0.459 0.578 h = walking ------------------------------------------------------- 0.044 0.754 0.678 0.683 Weighted Avg. >>> Subject: 6 FP Rate Precision Recall F-Measure Class 0.025 0.766 0.639 0.697 a = climbing down 0.113 0.466 0.730 0.569 b = climbing up 0.005 0.759 0.786 0.772 c = jumping 0.038 0.799 0.866 0.831 d = lying 0.136 0.497 0.782 0.608 e = sitting 0.047 0.369 0.154 0.218 f = standing 0.008 0.955 0.903 0.928 g = running 0.029 0.743 0.496 0.595 h = walking ------------------------------------------------------- 0.055 0.661 0.653 0.638 Weighted Avg. >>> Subject: 7 FP Rate Precision Recall F-Measure Class 0.018 0.812 0.566 0.667 a = climbing down 0.054 0.706 0.829 0.763 b = climbing up 0.001 0.963 0.887 0.924 c = jumping 0.018 0.878 0.769 0.820 d = lying 0.043 0.757 0.789 0.773 e = sitting 0.058 0.686 0.778 0.729 f = standing 0.008 0.957 0.910 0.933 g = running 0.038 0.779 0.866 0.820 h = walking ------------------------------------------------------- 0.033 0.803 0.795 0.794 Weighted Avg. >>> Subject: 8 FP Rate Precision Recall F-Measure Class 0.013 0.816 0.582 0.679 a = climbing down 0.052 0.743 0.485 0.587 b = climbing up 0.001 0.955 0.862 0.906 c = jumping 0.029 0.691 0.443 0.540 d = lying 0.102 0.534 0.774 0.632 e = sitting 0.111 0.514 0.761 0.613 f = standing 0.005 0.963 0.966 0.964 g = running 0.064 0.668 0.831 0.741 h = walking ------------------------------------------------------- 0.055 0.706 0.677 0.673 Weighted Avg. >>> Subject: 9 FP Rate Precision Recall F-Measure Class 0.067 0.617 0.872 0.722 a = climbing down 0.061 0.539 0.521 0.530 b = climbing up 0.037 0.224 0.503 0.310 c = jumping 0.024 0.864 0.960 0.910 d = lying 0.106 0.513 0.671 0.581 e = sitting 0.032 0.739 0.529 0.617 f = standing 0.013 0.902 0.518 0.658 g = running 0.037 0.756 0.710 0.732 h = walking ------------------------------------------------------- 0.046 0.708 0.669 0.671 Weighted Avg. >>> Subject: 10 FP Rate Precision Recall F-Measure Class 0.096 0.445 0.669 0.535 a = climbing down 0.012 0.622 0.169 0.265 b = climbing up 0.000 0.992 0.710 0.828 c = jumping 0.029 0.824 0.759 0.790 d = lying 0.045 0.629 0.409 0.496 e = sitting 0.115 0.549 0.782 0.645 f = standing 0.048 0.786 0.975 0.871 g = running 0.039 0.782 0.780 0.781 h = walking ------------------------------------------------------- 0.053 0.682 0.669 0.650 Weighted Avg. >>> Subject: 11 FP Rate Precision Recall F-Measure Class 0.016 0.777 0.440 0.562 a = climbing down 0.100 0.598 0.897 0.718 b = climbing up 0.000 0.978 0.777 0.866 c = jumping 0.006 0.958 0.847 0.899 d = lying 0.050 0.715 0.759 0.737 e = sitting 0.044 0.735 0.745 0.740 f = standing 0.022 0.877 0.965 0.919 g = running 0.026 0.822 0.682 0.745 h = walking ------------------------------------------------------- 0.038 0.789 0.772 0.769 Weighted Avg. >>> Subject: 12 FP Rate Precision Recall F-Measure Class 0.004 0.948 0.569 0.712 a = climbing down 0.068 0.665 0.892 0.762 b = climbing up 0.003 0.878 0.977 0.925 c = jumping 0.017 0.909 0.982 0.944 d = lying 0.049 0.721 0.749 0.734 e = sitting 0.031 0.775 0.617 0.687 f = standing 0.022 0.882 0.973 0.925 g = running 0.031 0.816 0.794 0.805 h = walking ------------------------------------------------------- 0.032 0.816 0.806 0.802 Weighted Avg. >>> Subject: 13 FP Rate Precision Recall F-Measure Class 0.009 0.848 0.441 0.581 a = climbing down 0.086 0.614 0.868 0.719 b = climbing up 0.009 0.701 0.954 0.808 c = jumping 0.006 0.962 0.838 0.895 d = lying 0.149 0.525 0.892 0.661 e = sitting 0.023 0.629 0.226 0.332 f = standing 0.008 0.947 0.926 0.936 g = running 0.037 0.777 0.727 0.751 h = walking ------------------------------------------------------- 0.047 0.750 0.719 0.703 Weighted Avg. >>> Subject: 14 FP Rate Precision Recall F-Measure Class 0.201 0.190 0.673 0.296 a = climbing down 0.025 0.706 0.384 0.498 b = climbing up 0.000 1.000 0.794 0.885 c = jumping 0.003 0.981 0.940 0.960 d = lying 0.157 0.503 0.880 0.640 e = sitting 0.006 0.841 0.160 0.268 f = standing 0.066 0.728 0.986 0.837 g = running 0.011 0.670 0.112 0.192 h = walking ------------------------------------------------------- 0.054 0.709 0.586 0.552 Weighted Avg. >>> Subject: 15 FP Rate Precision Recall F-Measure Class 0.017 0.818 0.610 0.699 a = climbing down 0.035 0.728 0.631 0.676 b = climbing up 0.001 0.964 0.964 0.964 c = jumping 0.016 0.910 0.919 0.915 d = lying 0.049 0.708 0.722 0.715 e = sitting 0.044 0.754 0.792 0.773 f = standing 0.010 0.939 0.897 0.918 g = running 0.068 0.696 0.890 0.781 h = walking ------------------------------------------------------- 0.034 0.798 0.793 0.792 Weighted Avg.