Table 3.

Performance indicators for the training and test sets of the 10 ANNs trained by ten different random allocations of the dataset

	Dataset name	Sensitivity	Specificity	PPV	NPV	FPR	NPR	OA	OR
Training set	ANNDataSet0	66.67	64.76	32.73	88.31	35.24	33.33	65.15	3.68
	ANNDataSet1	71.43	71.22	40.40	90.12	28.78	28.57	71.26	6.19
	ANNDataSet2	66.67	67.86	33.33	89.41	32.14	33.33	67.63	4.22
	ANNDataSet3	72.00	73.53	40.00	91.46	26.47	28.00	73.23	7.14
	ANNDataSet4	69.09	68.64	33.93	90.50	31.36	30.91	68.73	4.89
	ANNDataSet5	70.91	71.01	39.39	90.18	28.99	29.09	70.99	5.97
	ANNDataSet6	72.58	72.52	42.45	90.45	27.48	27.42	72.54	6.99
	ANNDataSet7	66.67	66.51	34.55	88.27	33.49	33.33	66.54	3.97
	ANNDataSet8	67.27	67.15	35.24	88.54	32.85	32.73	67.18	4.20
	ANNDataSet9	68.75	68.67	37.61	88.89	31.33	31.25	68.69	4.82
	Mean value ± SD	69.20 ± 2.36	69.19 ± 2.80	36.96 ± 3.44	89.61 ± 1.09	30.81 ± 2.80	30.80 ± 2.36	69.19 ± 2.69	5.21 ± 1.27
Test set	ANNDataSet0	69.23	68.56	38.46	88.70	31.44	30.77	68.71	4.91
	ANNDataSet1	63.89	63.57	32.86	86.32	36.43	36.11	63.64	3.09
	ANNDataSet2	63.16	65.46	38.71	83.72	34.55	36.84	64.87	3.25
	ANNDataSet3	64.18	63.79	33.86	86.05	36.21	35.82	63.88	3.16
	ANNDataSet4	70.27	70.41	47.27	86.25	29.59	29.73	70.37	5.62
	ANNDataSet5	67.57	66.14	36.77	87.50	33.86	32.43	66.46	4.07
	ANNDataSet6	63.33	62.50	31.15	86.42	37.50	36.67	62.68	2.88
	ANNDataSet7	65.71	65.55	35.94	86.67	34.45	34.29	65.58	3.65
	ANNDataSet8	72.97	72.44	43.55	90.20	27.56	27.03	72.56	7.10
	ANNDataSet9	71.43	71.29	40.82	90.00	28.71	28.57	71.32	6.21
	Mean value ± SD	67.17 ± 3.63	66.97 ± 3.49	37.94 ± 4.96	87.18 ± 1.98	33.03 ± 3.49	32.83 ± 3.63	67.01 ± 3.50	4.39 ± 1.49