A Clinical Decision Support System for Femoral Peripheral Arterial Disease Treatment

Table 11

Comparison of MLP-7 and RBFNN.

	MLP-7		RBFNN		Statistical significance
	Mean ± SD	95% CI	Mean ± SD	95% CI
AUC	0.789±0.019	0.778–0.801	0.949±0.028	0.931–0.966	+
Cutoff	0.392±0.009	0.386–0.398	0.510±0.011	0.503–0.517	+
Accuracy	0.800±0.020	0.787–0.812	0.950±0.022	0.936–0.964	+
Sensitivity	0.823±0.028	0.805–0.840	0.953±0.015	0.944–0.963	+
Specificity	0.782±0.017	0.772–0.792	0.948±0.030	0.929–0.966	+
PPV	0.746±0.021	0.733–0.759	0.942±0.034	0.920–0.963	+
NPV	0.850±0.025	0.834–0.865	0.958±0.013	0.949–0.966	+
F-score	0.782±0.022	0.769–0.796	0.947±0.024	0.932–0.962	+
Yuden index	0.605±0.041	0.579–0.630	0.901±0.044	0.873–0.928	+
H-L	11.632±2.169	10.288–12.976	7.880±1.557	6.915–8.845	+