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. 2022 Jan 21;23(2):bbab593. doi: 10.1093/bib/bbab593

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