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. 2021 Oct 1;138:104895. doi: 10.1016/j.compbiomed.2021.104895

Table 5.

KL and JS divergences among the four pre-trained CNN classifiers on the SARS-COV-2 dataset [54].

Distribution P Distribution Q DKL(P‖Q) DJS(P‖Q)
VGG-11 GoogLeNet 0.108 0.134
GoogLeNet VGG-11 0.456
VGG-11 SqueezeNet v1.1 0.651 0.105
SqueezeNet v1.1 VGG-11 0.164
VGG-11 Wide ResNet-50-2 0.314 0.104
Wide ResNet-50-2 VGG-11 0.480
GoogLeNet SqueezeNet v1.1 0.386 0.131
SqueezeNet v1.1 GoogLeNet 0.105
GoogLeNet Wide ResNet-50-2 0.226 0.128
Wide ResNet-50-2 GoogLeNet 0.194
SqueezeNet v1.1 Wide ResNet-50-2 0.297 0.106
Wide ResNet-50-2 SqueezeNet v1.1 0.326