Model | Accuracy | Sensitivity | Specificity | g-mean | AUC |
---|---|---|---|---|---|
S_DT_9 | 0.791 | 0.475 | 0.823 | 0.626 | 0.700 |
S_LR_9 | 0.759 | 0.645 | 0.771 | 0.705 | 0.783 |
S_DT_10 | 0.835 | 0.363 | 0.884 | 0.566 | 0.726 |
S_LR_10 | 0.772 | 0.492 | 0.800 | 0.627 | 0.720 |
S_DT_16 | 0.869 | 0.310 | 0.926 | 0.536 | 0.731 |
S_LR_16 | 0.796 | 0.471 | 0.830 | 0.623 | 0.727 |
S_DT_20 | 0.871 | 0.311 | 0.929 | 0.537 | 0.733 |
S_LR_20 | 0.791 | 0.476 | 0.824 | 0.626 | 0.726 |
C_DT_9 | 0.772 | 0.669 | 0.792 | 0.727 | 0.758 |
C_LR_9 | 0.752 | 0.752 | 0.752 | 0.752 | 0.829 |
C_DT_10 | 0.723 | 0.734 | 0.722 | 0.728 | 0.774 |
C_LR_10 | 0.723 | 0.766 | 0.719 | 0.742 | 0.818 |
C_DT_16 | 0.804 | 0.557 | 0.829 | 0.679 | 0.673 |
C_LR_16 | 0.662 | 0.810 | 0.647 | 0.724 | 0.814 |
C_DT_20 | 0.805 | 0.552 | 0.831 | 0.677 | 0.672 |
C_LR_20 | 0.591 | 0.824 | 0.567 | 0.684 | 0.787 |
U_DT_9 | 0.748 | 0.748 | 0.749 | 0.748 | 0.798 |
U_LR_9 | 0.749 | 0.732 | 0.767 | 0.749 | 0.825 |
U_DT_10 | 0.744 | 0.767 | 0.720 | 0.743 | 0.795 |
U_LR_10 | 0.743 | 0.762 | 0.724 | 0.743 | 0.817 |
U_DT_16 | 0.746 | 0.745 | 0.748 | 0.746 | 0.786 |
U_LR_16 | 0.749 | 0.727 | 0.771 | 0.749 | 0.826 |
U_DT_20 | 0.746 | 0.744 | 0.748 | 0.746 | 0.785 |
U_LR_20 | 0.753 | 0.743 | 0.764 | 0.753 | 0.829 |
Ba_DT_9 | 0.911 | 0.151 | 0.990 | 0.386 | 0.797 |
Ba_LR_9 | 0.913 | 0.157 | 0.990 | 0.394 | 0.829 |
Ba_DT_10 | 0.911 | 0.117 | 0.992 | 0.341 | 0.784 |
Ba_LR_10 | 0.911 | 0.126 | 0.991 | 0.354 | 0.818 |
Ba_DT_16 | 0.912 | 0.186 | 0.987 | 0.429 | 0.801 |
Ba_LR_16 | 0.913 | 0.177 | 0.989 | 0.418 | 0.829 |
Ba_DT_20 | 0.912 | 0.189 | 0.987 | 0.432 | 0.801 |
Ba_LR_20 | 0.914 | 0.187 | 0.989 | 0.430 | 0.835 |
Ad_DT_9 | 0.902 | 0.197 | 0.974 | 0.438 | 0.752 |
Ad_LR_9 | 0.913 | 0.157 | 0.990 | 0.394 | 0.787 |
Ad_DT_10 | 0.905 | 0.146 | 0.983 | 0.379 | 0.773 |
Ad_LR_10 | 0.911 | 0.112 | 0.993 | 0.334 | 0.783 |
Ad_DT_16 | 0.890 | 0.247 | 0.956 | 0.486 | 0.749 |
Ad_LR_16 | 0.914 | 0.177 | 0.989 | 0.418 | 0.779 |
Ad_DT_20 | 0.891 | 0.247 | 0.958 | 0.487 | 0.748 |
Ad_LR_20 | 0.914 | 0.180 | 0.990 | 0.422 | 0.794 |