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. 2017 Dec 17;17(12):2933. doi: 10.3390/s17122933

Table 5.

Comparisons of recognition accuracies.

Method	Two-Fold Cross Validation	EER (%)		d-Prime Value
Method	Two-Fold Cross Validation	1st and 2nd Fold	Average	1st and 2nd Fold	Average
Using one distance from the 1st CNN of Figure 7	1st fold	11.86	14.16	2.49	2.24
Using one distance from the 1st CNN of Figure 7	2nd fold	16.45	14.16	1.99	2.24
Using one distance from the 2nd CNN of Figure 7	1st fold	10.16	12.42	2.61	2.36
Using one distance from the 2nd CNN of Figure 7	2nd fold	14.67	12.42	2.12	2.36
Using one distance from the 3rd CNN of Figure 7	1st fold	10.27	12.39	2.53	2.36
Using one distance from the 3rd CNN of Figure 7	2nd fold	14.51	12.39	2.18	2.36
Combining three distances from the 1st–3rd CNNs of Figure 7 by weighted sum rule	1st fold	8.58	10.63	2.86	2.61
	2nd fold	12.69	10.63	2.36	2.61
Combining three distances from the 1st–3rd CNNs of Figure 7 by weighted product rule (proposed method)	1st fold	8.46	10.36	2.87	2.62
	2nd fold	12.26	10.36	2.38	2.62