Phased data set | Model | acc | sn | sp | mcc | Curve |
---|---|---|---|---|---|---|
D1 | RF | 0.750 | 0.773 | 0.722 | 0.495 | 0.748 |
SVM | 0.775 | 0.955 | 0.556 | 0.568 | 0.755 | |
KNN | 0.575 | 0.773 | 0.333 | 0.118 | 0.553 | |
PLS | 0.775 | 0.864 | 0.667 | 0.545 | 0.765 | |
D2 | RF | 0.750 | 0.773 | 0.722 | 0.495 | 0.748 |
SVM | 0.675 | 0.818 | 0.500 | 0.338 | 0.659 | |
KNN | 0.600 | 0.818 | 0.333 | 0.174 | 0.576 | |
PLS | 0.775 | 0.864 | 0.667 | 0.545 | 0.765 | |
D3 | RF | 0.700 | 0.727 | 0.667 | 0.394 | 0.697 |
SVM | 0.800 | 0.864 | 0.722 | 0.595 | 0.793 | |
KNN | 0.600 | 0.818 | 0.333 | 0.174 | 0.576 | |
PLS | 0.775 | 0.864 | 0.667 | 0.545 | 0.765 | |
D4 | RF | 0.775 | 0.818 | 0.722 | 0.544 | 0.770 |
SVM | 0.800 | 0.955 | 0.611 | 0.614 | 0.783 | |
KNN | 0.600 | 0.818 | 0.333 | 0.174 | 0.576 | |
PLS | 0.775 | 0.864 | 0.667 | 0.545 | 0.765 |