Table 9.

Fold-wise and aggregated performance of the four configurations under stratified 5-fold cross-validation.

Method	Fold	Performance measures (%)
		Sensitivity	Specificity	Precision	F1-score	Accuracy	AUC
CNN	1	93.51	97.94	93.50	93.49	93.74	99.42
	2	94.40	98.24	94.49	94.43	94.66	99.45
	3	93.04	97.80	93.18	93.07	93.38	99.21
	4	94.19	98.18	94.34	94.23	94.52	99.20
	5	93.16	97.83	93.23	93.16	93.45	99.24
	Mean ± SD	93.66 ± 0.61	98.00 ± 0.20	93.75 ± 0.62	93.68 ± 0.62	93.95 ± 0.60	99.30 ± 0.12
CNN-KNN	1	96.49	98.90	96.52	96.49	96.65	99.41
	2	97.12	99.08	97.17	97.14	97.22	99.42
	3	95.07	98.44	95.19	95.10	95.30	99.03
	4	95.70	98.66	95.78	95.71	95.94	98.94
	5	95.25	98.47	95.30	95.22	95.37	98.92
	Mean ± SD	95.92 ± 0.86	98.71 ± 0.28	95.99 ± 0.84	95.93 ± 0.87	96.10 ± 0.83	99.14 ± 0.25
CNN-SVM	1	96.31	98.83	96.29	96.30	96.44	99.67
	2	95.27	98.53	95.34	95.28	95.52	99.60
	3	94.71	98.33	94.76	94.72	94.95	99.64
	4	95.75	98.68	95.88	95.81	96.01	99.40
	5	95.26	98.50	95.27	95.26	95.44	99.67
	Mean ± SD	95.46 ± 0.60	98.57 ± 0.19	95.51 ± 0.59	95.47 ± 0.60	95.67 ± 0.57	99.59 ± 0.11
CNN-RF	1	94.24	98.20	94.26	94.24	94.52	99.51
	2	94.32	98.22	94.45	94.34	94.59	99.48
	3	92.53	97.65	92.62	92.55	92.88	99.34
	4	93.96	98.12	94.13	94.01	94.30	99.22
	5	93.37	97.90	93.42	93.36	93.66	99.44
	Mean ± SD	93.68 ± 0.75	98.02 ± 0.24	93.78 ± 0.75	93.70 ± 0.75	93.99 ± 0.72	99.40 ± 0.12