Table 3.

Performance of the binary classifiers using five oxidative stress biomarkers as main features on the testing data.

Model	Accuracy	Precision	Recall	F1 Score	AUC	AUC–PR
LR	0.70	0.50	0.70	0.58	0.66	0.40
RF	0.81	0.80	0.80	0.80	0.81	0.76
KNN	0.78	0.77	0.78	0.77	0.81	0.70
SVM	0.78	0.82	0.78	0.74	0.72	0.56
NB	0.69	0.66	0.69	0.66	0.65	0.70
ANN	0.74	0.73	0.74	0.73	0.66	0.74