Table 6.

The overall performance of double classes classification.

	Method	Study	Accuracy	Our accuracy
	1-D-LBP + FT/BN	Kaya et al., 2014	99.50
	FFT and Decision tree	Polat and Güneş, 2007	98.70
A-E	Wavelet transform	Lee et al., 2014	98.17	99.93
	Artificial neural networks	Nigam and Graupe, 2004	97.50
	CWT + CNN	Türk and Özerdem, 2019	99.50
	Robust CNN	Zhao et al., 2020	99.11
	CNN + M-V	Ullah et al., 2018	99.6
B-E	CWT + CNN	Türk and Özerdem, 2019	99.50	99.72
	DTCWT + GRNN	Swami et al., 2016	98.9
	DWT + NB/KNN	Sharmila, 2016	99.25
	CWT + CNN	Türk and Özerdem, 2019	98.50
	CCNN + M-V	Ullah et al., 2018	99.1
C-E	DTCWT + GRNN	Swami et al., 2016	98.7	99.35
	Robust CNN	Zhao et al., 2020	99.1
	P-1D-CNN	Ullah et al., 2018	98.02
	TQWT- K-NN Entropy	Abhijit et al., 2017	98.00
	CEEMDAN + RF	Jia et al., 2017	98.00
D-E	DTCWT + GRNN	Swami et al., 2016	98.00	98.76
	Robust CNN	Zhao et al., 2020	97.63
	WPE + SVM	Tawfik et al., 2016	96.50
	DWT + NB/KNN	Sharmila, 2016	99.16
AB-E	DTCWT + GRNN	Swami et al., 2016	99.2	99.75
	Robust CNN	Zhao et al., 2020	99.38
BC-E	DWT+NB/K-NN	Sharmila, 2016	98.3	99.38
	1-D-LBP + FT/BN	Kaya et al., 2014	97.00
CD-E	DWT + NB/KNN	Sharmila, 2016	98.75	98.84
	Robust CNN	Zhao et al., 2020	98.03
	1-D-LBP + FT/BN	Kaya et al., 2014	95.67
A-D-E	LSP-SVM	Tuncer et al., 2019	95.67	97.81
	TQWT-QSP + 1N	Aydemir et al., 2020	99.67
	LSP-SVM	Tuncer et al., 2019	93.0
A-B-C-D-E	Robust CNN	Zhao et al., 2020	93.55	94.01