Table 4. Cross-Validation AUROC Performance Score.
Train Set | TG-GATEs |
TG-GATEs,
JNJ-I |
||
---|---|---|---|---|
Model | standard | cost-sensitive | standard | cost-sensitive |
L1-LR | 0.64 ± 0.05 | 0.64 ± 0.05 | 0.67 ± 0.03 | 0.67 ± 0.03 |
RF | 0.68 ± 0.04 | 0.67 ± 0.04 | 0.64 ± 0.03 | 0.65 ± 0.03 |
SVM | 0.69 ± 0.03 | 0.68 ± 0.03 | 0.67 ± 0.01 | 0.66 ± 0.01 |