Table 3.

Performance comparison of 3 classification models applied to data processed by SMOTE algorithm.

Model	Recall	Accuracy rates	f-scores	Precision	AUC
Logistic	0.608	0.938	0.739	0.816	0.913
Random forest	0.732	0.911	0.817	0.855	0.925
SVM	0.741	0.894	0.806	0.851	0.910