Table 3.

Data split count corresponding to training and test sets.

	Multiclass classification		Binary classification
Split set	Original	SMOTE	Original	SMOTE
Train set	2931	4108	4281	7211
Test set	733	1028	1070	1817

SMOTE: synthetic minority oversampling approach.