Table 3.

Performance Metrics for Cervical Cancer Prediction Models

Model	Accuracy	AUROC	G-Means	Precision	Recall	F1-score
Combined Target	0.956	0.958	0.958	0.935	0.958	0.945
Schiller Test	0.973	0.833	0.825	0.837	0.833	0.819
Hinselmann Test	0.990	0.870	0.863	0.880	0.870	0.863
Cytology Test	0.983	0.872	0.866	0.852	0.872	0.845
Biopsy	0.992	0.899	0.898	0.890	0.899	0.891