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_pDT | 0.728 | 0.703 | 0.731 | 0.717 | 0.770 |
S_rLR | 0.747 | 0.717 | 0.750 | 0.734 | 0.811 |
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_pDT | 0.740 | 0.748 | 0.740 | 0.744 | 0.795 |
C_rLR | 0.770 | 0.719 | 0.776 | 0.747 | 0.824 |
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_pDT | 0.740 | 0.749 | 0.731 | 0.740 | 0.791 |
U_rLR | 0.745 | 0.703 | 0.787 | 0.743 | 0.823 |
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_pDT | 0.911 | 0.107 | 0.994 | 0.324 | 0.724 |
Ba_rLR | 0.912 | 0.142 | 0.991 | 0.377 | 0.823 |
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_pDT | 0.911 | 0.161 | 0.988 | 0.397 | 0.822 |
Ad_rLR | 0.910 | 0.130 | 0.990 | 0.359 | 0.745 |