Mode: random NumTrees: 100 NumSensors: 1 Split: true > Read logs ... > Combine logs ... > Start Testing ... >> Subject: 1 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.49 0.099 0.457 0.49 0.472 0.873 chest 0.528 0.06 0.58 0.528 0.553 0.91 forearm 0.53 0.047 0.658 0.53 0.587 0.901 head 0.424 0.172 0.287 0.424 0.342 0.783 shin 0.373 0.12 0.346 0.373 0.359 0.708 thigh 0.414 0.096 0.415 0.414 0.414 0.747 upperarm 0.611 0.01 0.909 0.611 0.731 0.951 waist Weighted Avg. 0.482 0.086 0.523 0.482 0.495 0.839 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.374 0.068 0.477 0.374 0.419 0.805 chest 0.782 0.056 0.696 0.782 0.737 0.945 forearm 0.527 0.067 0.567 0.527 0.546 0.893 head 0.052 0.009 0.497 0.052 0.095 0.648 shin 0.876 0.181 0.445 0.876 0.59 0.892 thigh 0.621 0.073 0.591 0.621 0.606 0.923 upperarm 0.86 0.034 0.805 0.86 0.832 0.983 waist Weighted Avg. 0.582 0.069 0.582 0.582 0.544 0.869 FP Rate Precision Recall F-Measure Class 0.081 0.467 0.424 0.444 a = 0.058 0.653 0.676 0.664 b = 0.058 0.603 0.528 0.563 c = 0.079 0.306 0.207 0.247 d = 0.155 0.415 0.658 0.509 e = 0.083 0.519 0.534 0.526 f = 0.024 0.840 0.751 0.793 g = ------------------------------------------------------- 0.077 0.543 0.539 0.535 Weighted Avg. >> Subject: 2 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.854 0.098 0.594 0.854 0.7 0.96 chest 0.718 0.046 0.713 0.718 0.716 0.961 forearm 0.51 0.037 0.699 0.51 0.589 0.896 head 0.153 0.068 0.274 0.153 0.196 0.852 shin 0.58 0.096 0.504 0.58 0.539 0.811 thigh 0.568 0.127 0.425 0.568 0.486 0.883 upperarm 0.632 0.026 0.806 0.632 0.708 0.943 waist Weighted Avg. 0.573 0.071 0.573 0.573 0.561 0.901 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.926 0.104 0.609 0.926 0.735 0.97 chest 0.394 0.036 0.555 0.394 0.461 0.888 forearm 0.287 0.025 0.67 0.287 0.402 0.904 head 0.949 0.01 0.942 0.949 0.946 0.996 shin 0.933 0.028 0.853 0.933 0.891 0.994 thigh 0.571 0.092 0.525 0.571 0.547 0.897 upperarm 0.897 0.029 0.846 0.897 0.871 0.99 waist Weighted Avg. 0.723 0.047 0.722 0.723 0.704 0.951 FP Rate Precision Recall F-Measure Class 0.101 0.603 0.894 0.720 a = 0.040 0.653 0.567 0.607 b = 0.030 0.687 0.386 0.494 c = 0.037 0.736 0.594 0.657 d = 0.059 0.693 0.775 0.732 e = 0.108 0.476 0.570 0.519 f = 0.027 0.831 0.778 0.804 g = ------------------------------------------------------- 0.058 0.669 0.654 0.649 Weighted Avg. >> Subject: 3 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.781 0.067 0.665 0.781 0.718 0.952 chest 0.622 0.041 0.705 0.622 0.661 0.94 forearm 0.508 0.076 0.525 0.508 0.516 0.888 head 0.693 0.087 0.572 0.693 0.627 0.914 shin 0.344 0.067 0.465 0.344 0.396 0.738 thigh 0.516 0.081 0.512 0.516 0.514 0.894 upperarm 0.793 0.037 0.785 0.793 0.789 0.972 waist Weighted Avg. 0.609 0.065 0.604 0.609 0.603 0.899 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.878 0.088 0.622 0.878 0.728 0.966 chest 0.722 0.04 0.756 0.722 0.739 0.953 forearm 0.199 0.036 0.478 0.199 0.281 0.869 head 0.928 0.004 0.973 0.928 0.95 0.995 shin 0.934 0.022 0.876 0.934 0.904 0.995 thigh 0.616 0.106 0.492 0.616 0.547 0.904 upperarm 0.883 0.012 0.927 0.883 0.904 0.994 waist Weighted Avg. 0.736 0.044 0.731 0.736 0.721 0.953 FP Rate Precision Recall F-Measure Class 0.078 0.640 0.834 0.724 a = 0.041 0.735 0.679 0.706 b = 0.054 0.508 0.336 0.404 c = 0.041 0.769 0.822 0.795 d = 0.042 0.726 0.667 0.695 e = 0.095 0.500 0.572 0.533 f = 0.023 0.861 0.842 0.851 g = ------------------------------------------------------- 0.054 0.677 0.679 0.673 Weighted Avg. >> Subject: 4 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.682 0.153 0.438 0.682 0.533 0.855 chest 0.536 0.096 0.461 0.536 0.495 0.868 forearm 0.489 0.057 0.595 0.489 0.537 0.892 head 0.408 0.038 0.641 0.408 0.498 0.861 shin 0.277 0.105 0.306 0.277 0.291 0.712 thigh 0.318 0.073 0.416 0.318 0.361 0.74 upperarm 0.671 0.08 0.589 0.671 0.628 0.901 waist Weighted Avg. 0.485 0.086 0.493 0.485 0.479 0.833 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.483 0.119 0.391 0.483 0.432 0.802 chest 0.531 0.078 0.549 0.531 0.54 0.881 forearm 0.304 0.069 0.416 0.304 0.351 0.814 head 0.782 0.06 0.684 0.782 0.73 0.958 shin 0.707 0.072 0.62 0.707 0.661 0.936 thigh 0.368 0.1 0.384 0.368 0.376 0.792 upperarm 0.532 0.049 0.642 0.532 0.582 0.929 waist Weighted Avg. 0.53 0.078 0.528 0.53 0.525 0.874 FP Rate Precision Recall F-Measure Class 0.135 0.417 0.583 0.486 a = 0.087 0.505 0.533 0.519 b = 0.063 0.510 0.396 0.446 c = 0.050 0.670 0.602 0.634 d = 0.088 0.487 0.500 0.493 e = 0.087 0.397 0.344 0.369 f = 0.064 0.612 0.600 0.606 g = ------------------------------------------------------- 0.082 0.514 0.508 0.508 Weighted Avg. >> Subject: 5 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.679 0.1 0.54 0.679 0.602 0.906 chest 0.544 0.068 0.567 0.544 0.555 0.881 forearm 0.388 0.082 0.437 0.388 0.411 0.696 head 0.625 0.08 0.561 0.625 0.591 0.891 shin 0.331 0.089 0.383 0.331 0.355 0.763 thigh 0.496 0.073 0.531 0.496 0.513 0.849 upperarm 0.893 0.014 0.917 0.893 0.905 0.988 waist Weighted Avg. 0.567 0.072 0.563 0.567 0.563 0.854 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.788 0.036 0.781 0.788 0.784 0.98 chest 0.62 0.055 0.656 0.62 0.638 0.936 forearm 0.364 0.065 0.488 0.364 0.417 0.823 head 0.934 0.019 0.893 0.934 0.913 0.989 shin 0.91 0.042 0.783 0.91 0.842 0.987 thigh 0.565 0.052 0.643 0.565 0.602 0.918 upperarm 0.753 0.076 0.617 0.753 0.678 0.952 waist Weighted Avg. 0.704 0.049 0.694 0.704 0.696 0.94 FP Rate Precision Recall F-Measure Class 0.067 0.647 0.733 0.688 a = 0.061 0.613 0.584 0.598 b = 0.073 0.461 0.376 0.414 c = 0.048 0.731 0.788 0.758 d = 0.065 0.618 0.629 0.624 e = 0.062 0.588 0.532 0.558 f = 0.046 0.748 0.822 0.783 g = ------------------------------------------------------- 0.060 0.630 0.638 0.632 Weighted Avg. >> Subject: 6 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.463 0.056 0.58 0.463 0.515 0.81 chest 0.584 0.038 0.717 0.584 0.643 0.942 forearm 0.696 0.05 0.696 0.696 0.696 0.944 head 0.772 0.061 0.676 0.772 0.721 0.946 shin 0.392 0.071 0.48 0.392 0.432 0.731 thigh 0.815 0.094 0.592 0.815 0.686 0.945 upperarm 0.8 0.042 0.761 0.8 0.78 0.969 waist Weighted Avg. 0.646 0.059 0.643 0.646 0.639 0.898 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.753 0.039 0.765 0.753 0.759 0.959 chest 0.54 0.054 0.626 0.54 0.58 0.872 forearm 0.711 0.027 0.815 0.711 0.76 0.964 head 0.924 0.023 0.87 0.924 0.896 0.991 shin 0.719 0.034 0.771 0.719 0.744 0.959 thigh 0.639 0.077 0.583 0.639 0.609 0.898 upperarm 0.888 0.05 0.747 0.888 0.812 0.979 waist Weighted Avg. 0.739 0.043 0.739 0.739 0.737 0.946 FP Rate Precision Recall F-Measure Class 0.047 0.691 0.622 0.654 a = 0.047 0.665 0.560 0.608 b = 0.038 0.758 0.704 0.730 c = 0.041 0.779 0.856 0.816 d = 0.051 0.646 0.568 0.605 e = 0.084 0.587 0.718 0.646 f = 0.047 0.753 0.848 0.797 g = ------------------------------------------------------- 0.051 0.697 0.697 0.694 Weighted Avg. >> Subject: 7 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.303 0.079 0.393 0.303 0.342 0.726 chest 0.429 0.11 0.383 0.429 0.405 0.787 forearm 0.651 0.124 0.47 0.651 0.546 0.894 head 0.338 0.052 0.518 0.338 0.409 0.849 shin 0.594 0.133 0.429 0.594 0.498 0.836 thigh 0.308 0.081 0.389 0.308 0.344 0.779 upperarm 0.629 0.046 0.701 0.629 0.663 0.914 waist Weighted Avg. 0.465 0.089 0.47 0.465 0.459 0.827 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.271 0.065 0.409 0.271 0.326 0.812 chest 0.8 0.157 0.466 0.8 0.589 0.906 forearm 0.382 0.042 0.599 0.382 0.466 0.822 head 0.915 0.024 0.865 0.915 0.889 0.99 shin 0.931 0.027 0.85 0.931 0.889 0.991 thigh 0.398 0.079 0.457 0.398 0.426 0.866 upperarm 0.766 0.028 0.816 0.766 0.79 0.978 waist Weighted Avg. 0.638 0.061 0.637 0.638 0.625 0.909 FP Rate Precision Recall F-Measure Class 0.071 0.401 0.285 0.333 a = 0.136 0.439 0.644 0.522 b = 0.078 0.518 0.500 0.509 c = 0.036 0.753 0.664 0.706 d = 0.073 0.641 0.783 0.705 e = 0.080 0.429 0.359 0.391 f = 0.036 0.766 0.705 0.735 g = ------------------------------------------------------- 0.073 0.564 0.563 0.557 Weighted Avg. >> Subject: 8 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.029 0.016 0.232 0.029 0.052 0.568 chest 0.375 0.07 0.459 0.375 0.413 0.805 forearm 0.606 0.17 0.354 0.606 0.447 0.832 head 0.878 0.23 0.398 0.878 0.548 0.908 shin 0.2 0.068 0.337 0.2 0.251 0.618 thigh 0.313 0.077 0.401 0.313 0.351 0.77 upperarm 0.372 0.073 0.469 0.372 0.415 0.726 waist Weighted Avg. 0.395 0.101 0.379 0.395 0.353 0.746 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.008 0.031 0.04 0.008 0.013 0.392 chest 0.593 0.223 0.313 0.593 0.41 0.764 forearm 0.229 0.058 0.411 0.229 0.294 0.741 head 0.9 0.084 0.635 0.9 0.744 0.967 shin 0.449 0.029 0.714 0.449 0.551 0.888 thigh 0.517 0.049 0.641 0.517 0.573 0.91 upperarm 0.677 0.135 0.446 0.677 0.538 0.872 waist Weighted Avg. 0.478 0.087 0.455 0.478 0.443 0.789 FP Rate Precision Recall F-Measure Class 0.024 0.106 0.017 0.030 a = 0.154 0.349 0.499 0.411 b = 0.109 0.372 0.387 0.379 c = 0.149 0.499 0.890 0.640 d = 0.046 0.545 0.334 0.414 e = 0.061 0.537 0.427 0.476 f = 0.108 0.453 0.535 0.491 g = ------------------------------------------------------- 0.093 0.409 0.441 0.406 Weighted Avg. >> Subject: 9 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.617 0.054 0.656 0.617 0.636 0.926 chest 0.558 0.044 0.677 0.558 0.612 0.903 forearm 0.875 0.062 0.702 0.875 0.779 0.974 head 0.75 0.115 0.521 0.75 0.615 0.905 shin 0.146 0.044 0.359 0.146 0.208 0.741 thigh 0.615 0.087 0.539 0.615 0.574 0.919 upperarm 0.867 0.022 0.87 0.867 0.869 0.986 waist Weighted Avg. 0.633 0.061 0.618 0.633 0.613 0.908 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.889 0.034 0.813 0.889 0.849 0.983 chest 0.828 0.062 0.692 0.828 0.754 0.963 forearm 0.769 0.032 0.801 0.769 0.784 0.967 head 0.954 0.043 0.786 0.954 0.862 0.992 shin 0.788 0.016 0.889 0.788 0.836 0.985 thigh 0.736 0.033 0.788 0.736 0.761 0.968 upperarm 0.617 0.016 0.868 0.617 0.721 0.969 waist Weighted Avg. 0.798 0.034 0.805 0.798 0.795 0.975 FP Rate Precision Recall F-Measure Class 0.044 0.744 0.760 0.752 a = 0.053 0.686 0.702 0.694 b = 0.046 0.747 0.819 0.782 c = 0.078 0.648 0.857 0.738 d = 0.029 0.733 0.481 0.581 e = 0.059 0.657 0.679 0.668 f = 0.019 0.869 0.737 0.797 g = ------------------------------------------------------- 0.047 0.726 0.719 0.716 Weighted Avg. >> Subject: 10 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.633 0.06 0.638 0.633 0.635 0.916 chest 0.346 0.095 0.373 0.346 0.359 0.835 forearm 0.591 0.095 0.509 0.591 0.547 0.817 head 0.497 0.074 0.529 0.497 0.513 0.86 shin 0.497 0.058 0.589 0.497 0.539 0.87 thigh 0.439 0.088 0.455 0.439 0.447 0.782 upperarm 0.949 0.037 0.813 0.949 0.876 0.989 waist Weighted Avg. 0.566 0.072 0.559 0.566 0.56 0.867 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.766 0.049 0.72 0.766 0.743 0.965 chest 0.782 0.152 0.464 0.782 0.583 0.92 forearm 0.372 0.021 0.746 0.372 0.496 0.926 head 0.972 0.027 0.858 0.972 0.912 0.996 shin 0.917 0.059 0.72 0.917 0.807 0.98 thigh 0.36 0.031 0.659 0.36 0.466 0.9 upperarm 0.603 0.032 0.757 0.603 0.671 0.951 waist Weighted Avg. 0.682 0.053 0.703 0.682 0.668 0.948 FP Rate Precision Recall F-Measure Class 0.055 0.683 0.703 0.693 a = 0.125 0.435 0.580 0.497 b = 0.056 0.586 0.474 0.524 c = 0.049 0.719 0.750 0.734 d = 0.059 0.671 0.719 0.694 e = 0.058 0.535 0.397 0.456 f = 0.034 0.789 0.767 0.777 g = ------------------------------------------------------- 0.062 0.631 0.627 0.625 Weighted Avg. >> Subject: 11 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.373 0.039 0.62 0.373 0.466 0.885 chest 0.549 0.091 0.495 0.549 0.521 0.87 forearm 0.3 0.089 0.348 0.3 0.322 0.748 head 0.494 0.047 0.63 0.494 0.554 0.862 shin 0.426 0.099 0.425 0.426 0.425 0.795 thigh 0.686 0.089 0.566 0.686 0.62 0.929 upperarm 0.9 0.089 0.635 0.9 0.745 0.96 waist Weighted Avg. 0.535 0.078 0.533 0.535 0.524 0.865 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.439 0.041 0.633 0.439 0.519 0.897 chest 0.43 0.157 0.316 0.43 0.364 0.791 forearm 0.197 0.069 0.33 0.197 0.247 0.714 head 0.909 0.028 0.849 0.909 0.878 0.984 shin 0.621 0.061 0.626 0.621 0.623 0.932 thigh 0.543 0.09 0.498 0.543 0.52 0.877 upperarm 0.86 0.056 0.715 0.86 0.781 0.975 waist Weighted Avg. 0.57 0.072 0.566 0.57 0.561 0.88 FP Rate Precision Recall F-Measure Class 0.041 0.628 0.411 0.497 a = 0.129 0.381 0.479 0.425 b = 0.077 0.339 0.238 0.280 c = 0.036 0.775 0.739 0.757 d = 0.077 0.539 0.537 0.538 e = 0.090 0.529 0.604 0.564 f = 0.070 0.677 0.877 0.764 g = ------------------------------------------------------- 0.074 0.553 0.555 0.547 Weighted Avg. >> Subject: 12 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.36 0.024 0.715 0.36 0.478 0.927 chest 0.696 0.051 0.693 0.696 0.694 0.949 forearm 0.591 0.07 0.587 0.591 0.589 0.867 head 0.596 0.046 0.68 0.596 0.635 0.926 shin 0.543 0.144 0.389 0.543 0.453 0.799 thigh 0.742 0.055 0.694 0.742 0.717 0.95 upperarm 0.956 0.032 0.836 0.956 0.892 0.993 waist Weighted Avg. 0.64 0.06 0.656 0.64 0.637 0.916 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.62 0.028 0.787 0.62 0.693 0.963 chest 0.715 0.177 0.404 0.715 0.516 0.867 forearm 0.393 0.053 0.551 0.393 0.459 0.832 head 0.95 0.027 0.858 0.95 0.902 0.991 shin 0.386 0.014 0.823 0.386 0.526 0.951 thigh 0.583 0.091 0.516 0.583 0.548 0.901 upperarm 0.814 0.033 0.804 0.814 0.809 0.984 waist Weighted Avg. 0.638 0.06 0.678 0.638 0.637 0.927 FP Rate Precision Recall F-Measure Class 0.026 0.762 0.504 0.607 a = 0.121 0.492 0.707 0.580 b = 0.061 0.570 0.480 0.521 c = 0.035 0.791 0.797 0.794 d = 0.071 0.518 0.456 0.485 e = 0.075 0.593 0.653 0.621 f = 0.032 0.819 0.876 0.847 g = ------------------------------------------------------- 0.060 0.649 0.639 0.637 Weighted Avg. >> Subject: 13 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.565 0.049 0.669 0.565 0.613 0.921 chest 0.759 0.054 0.681 0.759 0.718 0.949 forearm 0.783 0.119 0.503 0.783 0.613 0.906 head 0.667 0.046 0.718 0.667 0.692 0.932 shin 0.339 0.055 0.519 0.339 0.41 0.682 thigh 0.447 0.09 0.44 0.447 0.443 0.853 upperarm 0.848 0.02 0.882 0.848 0.865 0.984 waist Weighted Avg. 0.628 0.061 0.634 0.628 0.623 0.889 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.602 0.049 0.663 0.602 0.631 0.936 chest 0.701 0.099 0.557 0.701 0.621 0.908 forearm 0.756 0.071 0.654 0.756 0.702 0.949 head 0.971 0.009 0.947 0.971 0.959 0.997 shin 0.521 0.023 0.786 0.521 0.627 0.906 thigh 0.436 0.09 0.456 0.436 0.446 0.843 upperarm 0.796 0.032 0.798 0.796 0.797 0.973 waist Weighted Avg. 0.682 0.054 0.69 0.682 0.68 0.929 FP Rate Precision Recall F-Measure Class 0.049 0.665 0.585 0.623 a = 0.079 0.603 0.724 0.658 b = 0.092 0.582 0.767 0.662 c = 0.025 0.849 0.834 0.841 d = 0.037 0.666 0.438 0.529 e = 0.090 0.449 0.440 0.445 f = 0.027 0.836 0.820 0.828 g = ------------------------------------------------------- 0.057 0.664 0.658 0.655 Weighted Avg. >> Subject: 14 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.657 0.074 0.599 0.657 0.627 0.918 chest 0.572 0.042 0.688 0.572 0.625 0.935 forearm 0.776 0.097 0.573 0.776 0.659 0.941 head 0.411 0.085 0.447 0.411 0.428 0.809 shin 0.195 0.099 0.249 0.195 0.219 0.588 thigh 0.426 0.133 0.348 0.426 0.383 0.744 upperarm 0.725 0.01 0.923 0.725 0.812 0.989 waist Weighted Avg. 0.537 0.077 0.546 0.537 0.536 0.846 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.745 0.034 0.785 0.745 0.765 0.975 chest 0.69 0.12 0.493 0.69 0.575 0.889 forearm 0.406 0.064 0.512 0.406 0.453 0.887 head 0.965 0.076 0.679 0.965 0.797 0.989 shin 0.613 0.042 0.708 0.613 0.657 0.94 thigh 0.419 0.051 0.579 0.419 0.486 0.899 upperarm 0.675 0.029 0.796 0.675 0.731 0.942 waist Weighted Avg. 0.644 0.059 0.65 0.644 0.637 0.931 FP Rate Precision Recall F-Measure Class 0.052 0.692 0.704 0.698 a = 0.084 0.558 0.636 0.595 b = 0.079 0.548 0.578 0.563 c = 0.080 0.596 0.707 0.647 d = 0.068 0.506 0.419 0.458 e = 0.089 0.442 0.422 0.432 f = 0.020 0.853 0.699 0.768 g = ------------------------------------------------------- 0.068 0.599 0.595 0.594 Weighted Avg. >> Subject: 15 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.688 0.073 0.614 0.688 0.649 0.933 chest 0.792 0.086 0.602 0.792 0.684 0.931 forearm 0.569 0.07 0.576 0.569 0.572 0.91 head 0.463 0.029 0.73 0.463 0.567 0.885 shin 0.383 0.089 0.419 0.383 0.4 0.742 thigh 0.595 0.073 0.573 0.595 0.584 0.89 upperarm 0.667 0.055 0.671 0.667 0.669 0.899 waist Weighted Avg. 0.594 0.068 0.598 0.594 0.589 0.884 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.676 0.033 0.772 0.676 0.721 0.949 chest 0.711 0.084 0.585 0.711 0.642 0.916 forearm 0.74 0.031 0.797 0.74 0.767 0.966 head 0.894 0.012 0.927 0.894 0.91 0.989 shin 0.092 0.062 0.199 0.092 0.126 0.687 thigh 0.508 0.039 0.688 0.508 0.585 0.921 upperarm 0.863 0.159 0.474 0.863 0.612 0.943 waist Weighted Avg. 0.64 0.06 0.635 0.64 0.623 0.91 FP Rate Precision Recall F-Measure Class 0.051 0.690 0.681 0.686 a = 0.085 0.593 0.748 0.661 b = 0.049 0.693 0.662 0.677 c = 0.019 0.857 0.700 0.771 d = 0.074 0.336 0.224 0.269 e = 0.054 0.627 0.547 0.584 f = 0.112 0.536 0.774 0.633 g = ------------------------------------------------------- 0.063 0.619 0.619 0.612 Weighted Avg. FP Rate Precision Recall F-Measure Class 0.062 0.609 0.578 0.593 a = 0.087 0.538 0.620 0.576 b = 0.065 0.566 0.506 0.534 c = 0.054 0.690 0.721 0.705 d = 0.066 0.578 0.544 0.561 e = 0.078 0.526 0.517 0.522 f = 0.047 0.731 0.759 0.745 g = ------------------------------------------------------- 0.066 0.606 0.606 0.605 Weighted Avg. a b c d e f g <-- classified as 150996 21272 12904 6574 22246 35778 11552 | a = 12792 159054 33214 6436 12104 12050 20872 | b = 16514 49044 132322 7464 12408 29168 14578 | c = 5824 6430 6752 188456 32458 16090 5394 | d = 21872 11482 13652 32328 142178 23698 15946 | e = 33672 25338 25270 21520 15590 135284 4756 | f = 6246 22926 9546 10200 8914 5250 198494 | g = > Complete: 57927 [s] | 965 [m]