TABLE 4.

Performance comparison on Check390.

Method	Sn(%)	Sp(%)	ACC(%)	Str (%)	MCC
IGPCR-Drug Xiao et al. (2013)	80.8	66.9	71.6	73.9	0.45
OET-KNN Hu et al. (2016)	67.7	84.2	78.7	76.9	0.52
QuickRBF Hu et al. (2016)	76.2	77.7	77.2	77.6	0.52
SVM Hu et al. (2016)	76.2	78.9	78.0	77.6	0.53
RF Hu et al. (2016)	78.5	78.1	78.2	78.3	0.54
RF + PPP Hu et al. (2016)	83.1	79.6	80.8	81.3	0.60
DWKNN Wang et al. (2020)	83.9	80.0	81.3	81.9	0.61
DWKNN(Ensemble) Wang et al. (2020)	83.1	82.7	82.8	82.9	0.63
BOW-GBDT Qiu et al. (2021)	80.0	90.0	86.7	85.0	0.70
Our method	87.1	89.4	88.4	88.3	0.76

The best results for each metric are in bold.