. 2021 Feb 20;11(2):359. doi: 10.3390/diagnostics11020359

Table 11.

The training execution time (sec) of the three CNN used in MB-AI-His CADx and after the fusion stage of MB-AI-His CADx for both binary and multi-class classification levels.

			Multi-Class Classification Level
DL Method	Time	Feature Reduction Method	Linear-SVM Time	Cubic-SVM Time	k-NN Time	LDA Time	ESD Time
ResNet-50	249	DCT	2.15	2.03	1.98	2	3.39
MobileNet	125	PCA	2.74	3.17	4.75	2.79	6.23
DenseNet-201	850	PCA	2.74	3.17	4.75	2.79	6.23
			Binary-Class Classification Level
DL Method	Time	Feature Reduction Method	Linear-SVM Time	Cubic-SVM Time	k-NN Time	LDA Time	ESD Time
ResNet-50	125	DCT	0.873	0.886	0.858	0.888	2.54
MobileNet	132	PCA	2.05	2	2.07	1.996	3.314
DenseNet-201	540	PCA	2.05	2	2.07	1.996	3.314