Table 2.

FSRML model performance comparison results (test set).

Basic model	PRE	SEN	SPE	ACC	F1	ROC-AUC	PR-AUC
LR	0.3030	0.0427	0.9688	0.7459	0.0749	0.6706	0.3614
DT	0.5490	0.5983	0.8442	0.7850	0.5726	0.7973	0.5231
KNN	0.6547	0.6239	0.8957	0.8302	0.6389	0.8647	0.6460
BP	0.7017	0.7137	0.9038	0.8580	0.7076	0.8969	0.6757
SVM	0.6575	0.4103	0.9322	0.8066	0.5053	0.8060	0.5710
RF	0.9483	0.7051	0.9878	0.9198	0.8088	0.9407	0.8958
XGBoost	0.9148	0.6880	0.9797	0.9095	0.7854	0.9522	0.9077