Table 9.

Performance of the multiclass classifiers using sociodemographic, health-related, and oxidative stress biomarkers.

Model	Accuracy	Precision	Recall	F1 Score	AUC	AUC–PR
LR	0.73	0.73	0.74	0.69	0.73	0.80
RF	0.82	0.81	0.81	0.79	0.88	0.90
KNN	0.76	0.75	0.76	0.74	0.77	0.83
SVM	0. 67	0.75	0.67	0.55	0.65	0.75
NB	0.65	0.67	0.65	0.65	0.66	0.60
ANN	0.73	0.72	0.73	0.72	0.63	0.69