Table 2.

Testing stage on the imbalanced independent dataset.

Algorithm	ACC	Recall	Precision	F1	Kappa	MCC
LIGHTGBM	0.992	0.999	0.977	1.0	0.988	0.982
MLP	0.992	0.999	0.977	1.0	0.988	0.982
RF	1.0	1.0	1.0	1.0	1.0	1.0
XGBOOST	0.992	0.999	0.977	1.0	0.988	0.982
KNN	1.0	1.0	1.0	1.0	1.0	1.0
LR	0.992	0.999	0.977	1.0	0.988	0.982
NB	1.0	1.0	1.0	1.0	1.0	1.0
RBF-SVM	0.931	1.0	0.795	1.0	0.886	0.837