Table 8.
HBV Drug experimental compound model prediction validation
Threshold | Train set (Pos/Neg) | Test set (Pos/Neg) | Model | Accuracy | AUC |
---|---|---|---|---|---|
1 | 3582/829 | 37/19 | LR | 0.661 | 0.463 |
LDA | 0.643 | 0.736 | |||
KNN | 0.679 | 0.718 | |||
CART | 0.714 | 0.579 | |||
NB | 0.536 | 0.393 | |||
SVM | 0.661 | 0.748 | |||
XGBoost | 0.732 | 0.962 | |||
RDForest | 0.714 | 0.927 |