Table 1.

Comparison of the proposed method with other methods in two-class problem.

Performance metrics (%)	Methods	1-fold	2-fold	3-fold	4-fold	5-fold	Average
Recall	Proposed method	94.73	90.47	92.00	96.96	92.59	93.33
	Ozturk et al.	100	96.42	90.47	93.75	93.18	95.13
	Nasiri and Hasani	95.20	95.40	96.70	81.40	91.40	92.08
Specificity	Proposed method	100	100	100	100	100	100
	Ozturk et al.	100	96.42	90.47	93.75	93.18	95.30
	Nasiri and Hasani	100	100	100	89.90	100	99.78
Precision	Proposed method	99.53	99.05	99.01	99.46	99.00	99.21
	Ozturk et al.	100	94.52	98.14	98.57	98.58	98.03
	Nasiri and Hasani	99.50	99.50	99.40	95.30	99.02	98.54
F 1-score	Proposed method	98.41	97.02	97.42	98.96	97.57	97.87
	Ozturk et al.	100	95.52	93.79	95.93	95.62	96.51
	Nasiri and Hasani	98.50	98.50	98.20	92.50	97.30	97.00
Accuracy	Proposed method	99.20	98.40	98.40	99.20	98.40	98.72
	Ozturk et al.	100	97.60	96.80	97.60	97.60	98.08
	Nasiri and Hasani	99.20	99.20	99.20	95.20	98.40	98.24