Table 2.

The characteristics of model

Label	LASSO	SVM-RFE	RF
Sensitivity	0.417	0.500	0.392
Specificity	0.800	1.000	0.918
Pos Pred Value	0.556	1.000	0.429
Neg Pred Value	0.696	0.769	0.900
Precision	0.556	1.000	0.429
Recall	0.417	0.500	0.375
F1	0.476	0.667	0.400
Prevalence	0.375	0.375	0.140
Detection Rate	0.156	0.188	0.053
Detection Prevalence	0.281	0.188	0.123
Balanced Accuracy	0.608	0.750	0.647