Mode: L1O 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 0.5 0.093 0.477 0.5 0.488 0.875 chest 0.501 0.06 0.569 0.501 0.532 0.903 forearm 0.411 0.036 0.66 0.411 0.506 0.885 head 0.501 0.183 0.309 0.501 0.382 0.816 shin 0.401 0.115 0.371 0.401 0.385 0.736 thigh 0.425 0.111 0.388 0.425 0.406 0.735 upperarm 0.605 0.011 0.907 0.605 0.726 0.965 waist Weighted Avg. 0.477 0.087 0.527 0.477 0.49 0.845 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.38 0.071 0.47 0.38 0.421 0.796 chest 0.772 0.062 0.669 0.772 0.717 0.942 forearm 0.537 0.067 0.569 0.537 0.553 0.891 head 0.055 0.007 0.572 0.055 0.1 0.662 shin 0.874 0.184 0.441 0.874 0.586 0.891 thigh 0.576 0.07 0.581 0.576 0.579 0.916 upperarm 0.839 0.035 0.797 0.839 0.817 0.983 waist Weighted Avg. 0.573 0.071 0.585 0.573 0.537 0.868 FP Rate Precision Recall F-Measure Class 0.080 0.474 0.433 0.452 a = 0.061 0.632 0.656 0.644 b = 0.054 0.600 0.482 0.534 c = 0.084 0.328 0.243 0.279 d = 0.154 0.420 0.667 0.515 e = 0.088 0.494 0.511 0.503 f = 0.025 0.833 0.736 0.782 g = ------------------------------------------------------- 0.078 0.540 0.532 0.529 Weighted Avg. >> Subject: 2 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.863 0.09 0.617 0.863 0.719 0.964 chest 0.681 0.047 0.7 0.681 0.691 0.954 forearm 0.51 0.038 0.691 0.51 0.587 0.898 head 0.477 0.084 0.489 0.477 0.483 0.879 shin 0.508 0.057 0.601 0.508 0.551 0.838 thigh 0.586 0.118 0.452 0.586 0.51 0.91 upperarm 0.62 0.026 0.8 0.62 0.699 0.944 waist Weighted Avg. 0.606 0.066 0.621 0.606 0.605 0.912 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.92 0.104 0.609 0.92 0.733 0.97 chest 0.404 0.043 0.515 0.404 0.453 0.886 forearm 0.314 0.019 0.747 0.314 0.442 0.912 head 0.952 0.009 0.951 0.952 0.952 0.997 shin 0.956 0.027 0.863 0.956 0.907 0.996 thigh 0.566 0.094 0.517 0.566 0.541 0.897 upperarm 0.852 0.028 0.844 0.852 0.848 0.988 waist Weighted Avg. 0.724 0.046 0.73 0.724 0.708 0.952 FP Rate Precision Recall F-Measure Class 0.097 0.612 0.895 0.727 a = 0.045 0.624 0.552 0.586 b = 0.028 0.714 0.401 0.514 c = 0.043 0.748 0.740 0.744 d = 0.040 0.763 0.756 0.760 e = 0.105 0.486 0.575 0.527 f = 0.027 0.827 0.748 0.785 g = ------------------------------------------------------- 0.055 0.684 0.670 0.665 Weighted Avg. >> Subject: 3 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.847 0.076 0.655 0.847 0.739 0.963 chest 0.684 0.044 0.712 0.684 0.698 0.947 forearm 0.391 0.066 0.493 0.391 0.436 0.874 head 0.675 0.068 0.626 0.675 0.65 0.936 shin 0.38 0.056 0.535 0.38 0.445 0.849 thigh 0.586 0.089 0.522 0.586 0.552 0.901 upperarm 0.83 0.035 0.8 0.83 0.815 0.972 waist Weighted Avg. 0.628 0.062 0.621 0.628 0.619 0.92 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.902 0.081 0.648 0.902 0.754 0.977 chest 0.716 0.027 0.82 0.716 0.765 0.97 forearm 0.319 0.034 0.612 0.319 0.419 0.886 head 0.933 0.005 0.967 0.933 0.95 0.994 shin 0.941 0.02 0.886 0.941 0.913 0.994 thigh 0.628 0.093 0.53 0.628 0.575 0.909 upperarm 0.902 0.018 0.89 0.902 0.896 0.993 waist Weighted Avg. 0.761 0.04 0.764 0.761 0.752 0.96 FP Rate Precision Recall F-Measure Class 0.078 0.651 0.877 0.747 a = 0.034 0.772 0.703 0.736 b = 0.048 0.548 0.351 0.427 c = 0.033 0.805 0.818 0.811 d = 0.036 0.762 0.689 0.723 e = 0.091 0.527 0.609 0.565 f = 0.026 0.849 0.869 0.859 g = ------------------------------------------------------- 0.050 0.702 0.702 0.696 Weighted Avg. >> Subject: 4 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.781 0.109 0.553 0.781 0.647 0.931 chest 0.677 0.07 0.597 0.677 0.635 0.924 forearm 0.541 0.061 0.602 0.541 0.57 0.879 head 0.544 0.053 0.635 0.544 0.586 0.882 shin 0.325 0.052 0.513 0.325 0.398 0.834 thigh 0.412 0.064 0.514 0.412 0.457 0.839 upperarm 0.793 0.079 0.632 0.793 0.704 0.946 waist Weighted Avg. 0.583 0.07 0.578 0.583 0.571 0.891 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.707 0.122 0.482 0.707 0.573 0.912 chest 0.496 0.058 0.604 0.496 0.545 0.908 forearm 0.343 0.089 0.387 0.343 0.364 0.819 head 0.84 0.005 0.964 0.84 0.898 0.987 shin 0.849 0.044 0.76 0.849 0.802 0.969 thigh 0.467 0.072 0.524 0.467 0.494 0.867 upperarm 0.683 0.047 0.703 0.683 0.693 0.948 waist Weighted Avg. 0.625 0.062 0.633 0.625 0.624 0.916 FP Rate Precision Recall F-Measure Class 0.116 0.516 0.744 0.610 a = 0.064 0.600 0.578 0.589 b = 0.075 0.493 0.440 0.465 c = 0.028 0.806 0.697 0.748 d = 0.048 0.675 0.596 0.633 e = 0.068 0.520 0.441 0.477 f = 0.063 0.664 0.737 0.699 g = ------------------------------------------------------- 0.066 0.611 0.605 0.603 Weighted Avg. >> Subject: 5 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.674 0.097 0.547 0.674 0.604 0.908 chest 0.554 0.069 0.566 0.554 0.56 0.883 forearm 0.383 0.079 0.443 0.383 0.411 0.704 head 0.627 0.084 0.549 0.627 0.586 0.888 shin 0.331 0.084 0.396 0.331 0.36 0.762 thigh 0.508 0.075 0.531 0.508 0.519 0.854 upperarm 0.897 0.015 0.912 0.897 0.905 0.988 waist Weighted Avg. 0.569 0.072 0.565 0.569 0.565 0.856 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.789 0.034 0.788 0.789 0.788 0.981 chest 0.619 0.054 0.659 0.619 0.638 0.938 forearm 0.358 0.066 0.481 0.358 0.411 0.821 head 0.929 0.019 0.894 0.929 0.911 0.99 shin 0.912 0.042 0.784 0.912 0.843 0.987 thigh 0.557 0.051 0.645 0.557 0.598 0.914 upperarm 0.762 0.081 0.606 0.762 0.675 0.949 waist Weighted Avg. 0.703 0.049 0.694 0.703 0.695 0.94 FP Rate Precision Recall F-Measure Class 0.064 0.655 0.732 0.691 a = 0.061 0.614 0.588 0.601 b = 0.072 0.461 0.370 0.411 c = 0.050 0.723 0.786 0.753 d = 0.062 0.628 0.630 0.629 e = 0.063 0.587 0.533 0.559 f = 0.049 0.738 0.829 0.781 g = ------------------------------------------------------- 0.060 0.629 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 0.48 0.048 0.627 0.48 0.544 0.818 chest 0.683 0.05 0.693 0.683 0.688 0.954 forearm 0.833 0.051 0.732 0.833 0.779 0.958 head 0.705 0.052 0.693 0.705 0.699 0.943 shin 0.47 0.048 0.62 0.47 0.535 0.816 thigh 0.772 0.097 0.57 0.772 0.656 0.931 upperarm 0.827 0.026 0.843 0.827 0.835 0.978 waist Weighted Avg. 0.682 0.053 0.683 0.682 0.677 0.914 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.806 0.033 0.805 0.806 0.806 0.96 chest 0.568 0.048 0.666 0.568 0.613 0.891 forearm 0.76 0.035 0.784 0.76 0.772 0.971 head 0.925 0.016 0.905 0.925 0.915 0.993 shin 0.788 0.029 0.812 0.788 0.8 0.972 thigh 0.607 0.052 0.663 0.607 0.634 0.915 upperarm 0.92 0.058 0.726 0.92 0.811 0.981 waist Weighted Avg. 0.767 0.039 0.765 0.767 0.764 0.955 FP Rate Precision Recall F-Measure Class 0.040 0.735 0.658 0.694 a = 0.049 0.679 0.620 0.648 b = 0.042 0.758 0.793 0.775 c = 0.033 0.809 0.825 0.817 d = 0.038 0.735 0.640 0.684 e = 0.072 0.612 0.682 0.645 f = 0.043 0.772 0.878 0.821 g = ------------------------------------------------------- 0.045 0.729 0.728 0.727 Weighted Avg. >> Subject: 7 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.629 0.097 0.523 0.629 0.571 0.898 chest 0.723 0.083 0.58 0.723 0.644 0.899 forearm 0.614 0.036 0.741 0.614 0.671 0.924 head 0.42 0.036 0.663 0.42 0.514 0.884 shin 0.491 0.1 0.453 0.491 0.471 0.829 thigh 0.617 0.076 0.572 0.617 0.594 0.887 upperarm 0.753 0.031 0.805 0.753 0.779 0.964 waist Weighted Avg. 0.606 0.065 0.62 0.606 0.606 0.898 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.378 0.069 0.476 0.378 0.422 0.86 chest 0.569 0.108 0.473 0.569 0.517 0.886 forearm 0.493 0.023 0.777 0.493 0.603 0.919 head 0.937 0.012 0.926 0.937 0.932 0.995 shin 0.922 0.032 0.824 0.922 0.87 0.99 thigh 0.579 0.077 0.56 0.579 0.569 0.936 upperarm 0.811 0.064 0.676 0.811 0.737 0.968 waist Weighted Avg. 0.669 0.055 0.673 0.669 0.664 0.936 FP Rate Precision Recall F-Measure Class 0.081 0.501 0.488 0.495 a = 0.097 0.519 0.633 0.570 b = 0.029 0.759 0.545 0.635 c = 0.022 0.841 0.713 0.772 d = 0.062 0.664 0.733 0.697 e = 0.077 0.565 0.595 0.580 f = 0.050 0.725 0.786 0.754 g = ------------------------------------------------------- 0.060 0.654 0.642 0.643 Weighted Avg. >> Subject: 8 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.086 0.058 0.198 0.086 0.12 0.602 chest 0.557 0.073 0.556 0.557 0.556 0.885 forearm 0.701 0.117 0.503 0.701 0.586 0.872 head 0.732 0.106 0.537 0.732 0.62 0.913 shin 0.321 0.11 0.327 0.321 0.324 0.74 thigh 0.455 0.052 0.594 0.455 0.515 0.812 upperarm 0.57 0.079 0.546 0.57 0.558 0.826 waist Weighted Avg. 0.49 0.085 0.466 0.49 0.469 0.807 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.025 0.046 0.084 0.025 0.039 0.485 chest 0.614 0.144 0.419 0.614 0.498 0.823 forearm 0.683 0.086 0.566 0.683 0.619 0.928 head 0.915 0.042 0.784 0.915 0.844 0.981 shin 0.72 0.057 0.679 0.72 0.699 0.947 thigh 0.432 0.031 0.698 0.432 0.534 0.931 upperarm 0.66 0.086 0.56 0.66 0.606 0.91 waist Weighted Avg. 0.578 0.07 0.541 0.578 0.548 0.858 FP Rate Precision Recall F-Measure Class 0.052 0.148 0.054 0.079 a = 0.110 0.470 0.587 0.522 b = 0.101 0.533 0.692 0.602 c = 0.072 0.656 0.828 0.732 d = 0.082 0.519 0.532 0.525 e = 0.041 0.643 0.443 0.525 f = 0.083 0.554 0.618 0.584 g = ------------------------------------------------------- 0.077 0.504 0.536 0.510 Weighted Avg. >> Subject: 9 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.648 0.04 0.731 0.648 0.687 0.945 chest 0.528 0.038 0.693 0.528 0.6 0.892 forearm 0.893 0.064 0.701 0.893 0.786 0.977 head 0.759 0.086 0.595 0.759 0.667 0.926 shin 0.142 0.048 0.329 0.142 0.198 0.758 thigh 0.824 0.087 0.612 0.824 0.703 0.953 upperarm 0.899 0.021 0.879 0.899 0.889 0.99 waist Weighted Avg. 0.671 0.055 0.649 0.671 0.647 0.92 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.84 0.026 0.843 0.84 0.841 0.982 chest 0.866 0.037 0.798 0.866 0.83 0.978 forearm 0.807 0.029 0.819 0.807 0.813 0.974 head 0.961 0.048 0.768 0.961 0.854 0.992 shin 0.731 0.011 0.916 0.731 0.813 0.985 thigh 0.803 0.039 0.777 0.803 0.789 0.974 upperarm 0.768 0.013 0.905 0.768 0.831 0.987 waist Weighted Avg. 0.825 0.029 0.832 0.825 0.825 0.982 FP Rate Precision Recall F-Measure Class 0.033 0.793 0.749 0.770 a = 0.038 0.757 0.707 0.731 b = 0.046 0.755 0.848 0.799 c = 0.066 0.685 0.865 0.764 d = 0.029 0.722 0.449 0.554 e = 0.062 0.688 0.813 0.745 f = 0.017 0.891 0.831 0.860 g = ------------------------------------------------------- 0.041 0.756 0.752 0.746 Weighted Avg. >> Subject: 10 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.689 0.062 0.65 0.689 0.669 0.933 chest 0.543 0.089 0.5 0.543 0.521 0.882 forearm 0.616 0.072 0.588 0.616 0.602 0.886 head 0.523 0.074 0.539 0.523 0.531 0.884 shin 0.43 0.044 0.62 0.43 0.508 0.851 thigh 0.434 0.093 0.438 0.434 0.436 0.803 upperarm 0.952 0.034 0.826 0.952 0.885 0.991 waist Weighted Avg. 0.598 0.067 0.595 0.598 0.593 0.89 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.771 0.049 0.723 0.771 0.746 0.962 chest 0.764 0.067 0.657 0.764 0.707 0.942 forearm 0.656 0.023 0.828 0.656 0.733 0.964 head 0.974 0.019 0.897 0.974 0.934 0.997 shin 0.923 0.052 0.748 0.923 0.827 0.98 thigh 0.476 0.024 0.767 0.476 0.588 0.918 upperarm 0.826 0.035 0.796 0.826 0.811 0.977 waist Weighted Avg. 0.77 0.038 0.774 0.77 0.763 0.963 FP Rate Precision Recall F-Measure Class 0.055 0.688 0.732 0.710 a = 0.077 0.587 0.662 0.622 b = 0.046 0.699 0.638 0.667 c = 0.045 0.739 0.763 0.751 d = 0.048 0.705 0.691 0.698 e = 0.056 0.574 0.456 0.509 f = 0.034 0.811 0.885 0.846 g = ------------------------------------------------------- 0.052 0.686 0.689 0.686 Weighted Avg. >> Subject: 11 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.716 0.07 0.633 0.716 0.672 0.934 chest 0.711 0.073 0.617 0.711 0.661 0.929 forearm 0.293 0.056 0.465 0.293 0.359 0.802 head 0.525 0.046 0.648 0.525 0.58 0.888 shin 0.351 0.051 0.537 0.351 0.424 0.809 thigh 0.697 0.069 0.629 0.697 0.661 0.936 upperarm 0.939 0.095 0.624 0.939 0.75 0.969 waist Weighted Avg. 0.605 0.066 0.593 0.605 0.587 0.895 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.443 0.042 0.635 0.443 0.522 0.895 chest 0.447 0.092 0.445 0.447 0.446 0.836 forearm 0.636 0.06 0.638 0.636 0.637 0.947 head 0.928 0.015 0.912 0.928 0.92 0.988 shin 0.703 0.066 0.641 0.703 0.671 0.944 thigh 0.632 0.067 0.608 0.632 0.62 0.927 upperarm 0.902 0.04 0.789 0.902 0.841 0.986 waist Weighted Avg. 0.671 0.055 0.668 0.671 0.666 0.932 FP Rate Precision Recall F-Measure Class 0.054 0.634 0.564 0.596 a = 0.084 0.526 0.562 0.544 b = 0.058 0.581 0.486 0.529 c = 0.029 0.814 0.757 0.785 d = 0.059 0.608 0.549 0.577 e = 0.068 0.618 0.660 0.638 f = 0.064 0.705 0.918 0.798 g = ------------------------------------------------------- 0.060 0.641 0.643 0.638 Weighted Avg. >> Subject: 12 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.653 0.054 0.672 0.653 0.662 0.93 chest 0.756 0.031 0.801 0.756 0.778 0.965 forearm 0.682 0.057 0.667 0.682 0.675 0.927 head 0.705 0.049 0.699 0.705 0.702 0.942 shin 0.498 0.071 0.541 0.498 0.519 0.837 thigh 0.759 0.057 0.69 0.759 0.723 0.956 upperarm 0.955 0.013 0.924 0.955 0.939 0.995 waist Weighted Avg. 0.715 0.047 0.713 0.715 0.714 0.936 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.713 0.034 0.774 0.713 0.742 0.965 chest 0.662 0.139 0.443 0.662 0.531 0.884 forearm 0.615 0.046 0.692 0.615 0.651 0.93 head 0.951 0.017 0.905 0.951 0.927 0.992 shin 0.467 0.015 0.837 0.467 0.6 0.948 thigh 0.602 0.085 0.541 0.602 0.57 0.906 upperarm 0.822 0.024 0.848 0.822 0.835 0.988 waist Weighted Avg. 0.691 0.052 0.72 0.691 0.694 0.945 FP Rate Precision Recall F-Measure Class 0.043 0.727 0.686 0.706 a = 0.092 0.560 0.703 0.624 b = 0.051 0.680 0.645 0.662 c = 0.031 0.818 0.845 0.831 d = 0.040 0.669 0.481 0.559 e = 0.072 0.607 0.672 0.638 f = 0.019 0.883 0.881 0.882 g = ------------------------------------------------------- 0.050 0.707 0.702 0.700 Weighted Avg. >> Subject: 13 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.544 0.051 0.65 0.544 0.593 0.911 chest 0.76 0.052 0.692 0.76 0.724 0.948 forearm 0.812 0.125 0.503 0.812 0.621 0.921 head 0.672 0.045 0.721 0.672 0.696 0.934 shin 0.332 0.046 0.56 0.332 0.417 0.732 thigh 0.462 0.091 0.446 0.462 0.454 0.863 upperarm 0.846 0.02 0.88 0.846 0.862 0.982 waist Weighted Avg. 0.63 0.06 0.639 0.63 0.625 0.898 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.615 0.047 0.678 0.615 0.645 0.938 chest 0.692 0.093 0.567 0.692 0.623 0.904 forearm 0.781 0.072 0.659 0.781 0.715 0.955 head 0.973 0.009 0.945 0.973 0.959 0.998 shin 0.517 0.021 0.799 0.517 0.628 0.904 thigh 0.424 0.088 0.454 0.424 0.438 0.838 upperarm 0.815 0.037 0.779 0.815 0.797 0.975 waist Weighted Avg. 0.687 0.053 0.693 0.687 0.684 0.93 FP Rate Precision Recall F-Measure Class 0.049 0.666 0.583 0.622 a = 0.075 0.615 0.720 0.663 b = 0.095 0.583 0.794 0.672 c = 0.025 0.849 0.837 0.843 d = 0.032 0.696 0.433 0.534 e = 0.089 0.450 0.440 0.445 f = 0.030 0.823 0.829 0.826 g = ------------------------------------------------------- 0.056 0.669 0.662 0.658 Weighted Avg. >> Subject: 14 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.672 0.097 0.539 0.672 0.598 0.907 chest 0.608 0.044 0.69 0.608 0.646 0.942 forearm 0.723 0.07 0.635 0.723 0.676 0.943 head 0.404 0.091 0.426 0.404 0.415 0.826 shin 0.362 0.093 0.395 0.362 0.378 0.606 thigh 0.441 0.101 0.422 0.441 0.431 0.827 upperarm 0.757 0.01 0.925 0.757 0.833 0.99 waist Weighted Avg. 0.567 0.072 0.576 0.567 0.568 0.863 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.771 0.038 0.77 0.771 0.771 0.975 chest 0.729 0.068 0.646 0.729 0.685 0.927 forearm 0.573 0.054 0.64 0.573 0.605 0.925 head 0.952 0.052 0.754 0.952 0.841 0.99 shin 0.817 0.065 0.676 0.817 0.74 0.963 thigh 0.386 0.052 0.554 0.386 0.455 0.893 upperarm 0.683 0.02 0.85 0.683 0.758 0.951 waist Weighted Avg. 0.701 0.05 0.698 0.701 0.693 0.946 FP Rate Precision Recall F-Measure Class 0.065 0.649 0.725 0.685 a = 0.057 0.663 0.674 0.668 b = 0.061 0.637 0.643 0.640 c = 0.070 0.624 0.698 0.659 d = 0.078 0.565 0.606 0.585 e = 0.075 0.479 0.412 0.443 f = 0.015 0.885 0.718 0.793 g = ------------------------------------------------------- 0.060 0.643 0.639 0.639 Weighted Avg. >> Subject: 15 >>> DataSet loaded! >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.654 0.053 0.674 0.654 0.664 0.922 chest 0.806 0.098 0.573 0.806 0.669 0.942 forearm 0.786 0.073 0.644 0.786 0.708 0.955 head 0.46 0.035 0.684 0.46 0.55 0.902 shin 0.327 0.074 0.427 0.327 0.37 0.74 thigh 0.581 0.089 0.519 0.581 0.548 0.869 upperarm 0.664 0.031 0.78 0.664 0.717 0.917 waist Weighted Avg. 0.611 0.065 0.615 0.611 0.604 0.892 >>> DataSet loaded! === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure ROC Area Class 0.632 0.019 0.848 0.632 0.724 0.957 chest 0.692 0.043 0.729 0.692 0.71 0.932 forearm 0.863 0.05 0.741 0.863 0.797 0.971 head 0.902 0.007 0.954 0.902 0.927 0.992 shin 0.036 0.052 0.103 0.036 0.053 0.649 thigh 0.684 0.038 0.751 0.684 0.716 0.939 upperarm 0.897 0.173 0.462 0.897 0.61 0.942 waist Weighted Avg. 0.672 0.055 0.656 0.672 0.649 0.912 FP Rate Precision Recall F-Measure Class 0.034 0.757 0.642 0.695 a = 0.068 0.644 0.743 0.690 b = 0.060 0.696 0.828 0.756 c = 0.020 0.855 0.703 0.771 d = 0.062 0.313 0.168 0.218 e = 0.061 0.635 0.638 0.636 f = 0.109 0.547 0.791 0.647 g = ------------------------------------------------------- 0.059 0.635 0.645 0.631 Weighted Avg. FP Rate Precision Recall F-Measure Class 0.063 0.626 0.633 0.630 a = 0.068 0.609 0.646 0.627 b = 0.058 0.630 0.594 0.611 c = 0.043 0.741 0.741 0.741 d = 0.058 0.623 0.574 0.597 e = 0.072 0.567 0.564 0.566 f = 0.044 0.751 0.802 0.776 g = ------------------------------------------------------- 0.058 0.650 0.651 0.650 Weighted Avg. a b c d e f g <-- classified as 165504 16126 10106 4432 22072 31942 11140 | a = 13398 165606 30438 4642 8992 12436 21010 | b = 17044 33020 155406 7088 9086 27778 12076 | c = 5620 5910 6658 193802 28904 15852 4658 | d = 23976 10462 12824 28142 149908 20568 15276 | e = 33366 23252 21286 15846 14808 147482 5390 | f = 5440 17470 10146 7656 7018 4102 209744 | g = > Complete: 129830 [s] | 2163 [m]