Table 5.

Comparison of diagnostic results for different anatomical locations for all variants.

Location	Variant	Network Name	Accuracy (%)	Sensitivity	Specificity	AUC	Precision	Recall	F1 Score	MCC
Femoral-Tibial Joint	I	MLP 13-9-2	96.32	0.957	0.967	0.996	0.936	0.957	0.946	0.918
		RBF 13-43-2	89.71	0.867	0.912	0.960	0.830	0.867	0.848	0.771
	II	MLP 15-12-2	94.85	0.935	0.956	0.989	0.915	0.935	0.925	0.886
		RBF 15-6-2	91.91	0.950	0.906	0.977	0.809	0.950	0.874	0.820
	III	MLP 15-24-2	93.70	0.928	0.941	0.977	0.875	0.928	0.901	0.855
		RBF 15-5-2	89.63	0.806	0.948	0.974	0.898	0.806	0.849	0.773
Patellofemoral joint	I	MLP 9-40-2	89.71	0.900	0.896	0.986	0.783	0.900	0.837	0.766
		RBF 9-35-2	98.53	0.958	1.000	1.000	1.000	0.958	0.979	0.968
	II	MLP 10-16-2	98.53	0.958	1.000	1.000	1.000	0.958	0.979	0.968
		RBF 10-40-2	97.06	0.920	1.000	1.000	1.000	0.920	0.958	0.938
	III	MLP 8-3-2	97.79	0.978	0.978	0.995	0.957	0.978	0.968	0.951
		RBF 8-14-2	91.91	0.909	0.924	0.979	0.851	0.909	0.879	0.819