Table 5.

Predictive performance of machine learning classifiers on modified-dataset.

Algorithm	AUROC	Recall	F1 Score
NB	0.60 ± 0.02	0.69 ± 0.04	0.63 ± 0.02
KNN	0.74 ± 0.02	0.76 ± 0.02	0.71 ± 0.02
SVM	0.74 ± 0.01	0.79 ± 0.02	0.74 ± 0.01
MLP	0.75 ± 0.01	0.80 ± 0.06	0.72 ± 0.02
RF	0.77 ± 0.01	0.74 ± 0.01	0.72 ± 0.01
GB	0.73± 0.01	0.70 ± 0.02	0.70 ± 0.01