Method | Dataset1 | Dataset2 | ||
---|---|---|---|---|
AUROC | AUPR | AUROC | AUPR | |
LRLSLDA | 0.8157 ± 0.0005 | 0.2035 ± 0.0001 | 0.8627 ± 0.0017 | 0.1812 ± 0.0021 |
SIMCLDA | 0.8293 ± 0.0023 | 0.5357 ± 0.0011 | 0.8146 ± 0.0042 | 0.1189 ± 0.0076 |
TPGLDA | 0.7936 ± 0.0054 | 0.5308 ± 0.0028 | 0.8771 ± 0.0053 | 0.3192 ± 0.0058 |
SKFLDA | 0.9154 ± 0.0013 | 0.4024 ± 0.0017 | 0.8524 ± 0.0066 | 0.2831 ± 0.0085 |
GAMCLDA | 0.9299 ± 0.0033 | 0.5794 ± 0.0143 | 0.8841 ± 0.0110 | 0.3798 ± 0.0154 |
VGAELDA | 0.9680 ± 0.0042 | 0.8380 ± 0.0041 | 0.9692 ± 0.0080 | 0.8203 ± 0.0139 |