Table 5.

Comparison of the proposed method with some of the published results

Method	Accuracy (%)
	40X	100x	200x	400x
NN [6]	80.9 ± 2.0	80.7 ± 2.4	81.5 ± 2.7	79.4 ± 3.9
QDA [6]	83.8 ± 4.1	82.1 ± 4.9	84.2 ± 4.1	82.0 ± 5.9
RF [6]	81.8 ± 2.0	81.3 ± 2.8	83.5 ± 2.3	81.0 ± 3.8
SVM [6]	81.6 ± 3.0	79.9 ± 5.4	85.1 ± 3.1	82.3 ± 3.8
CNN [19]	90.0 ± 6.7	88.4 ± 4.8	84.6 ± 4.2	86.1 ± 6.2
Our work	90.96 ± 1.59	90.58 ± 1.96	91.37 ± 1.72	91.30 ± 0.74

The bold cases show the best accuracy values for each fold