Table 5.

The test accuracies of the DenseNet-121 and 169 trained by the six HyAdamC models. The first and second best results are highlighted in red and orange, respectively.

	DenseNet-121		DenseNet-169
Models	Batch 64	Batch 128	Batch 64	Batch 128
HyAdamC-v1	0.939	0.938	0.944	0.942
HyAdamC-v2	0.942	0.938	0.943	0.942
HyAdamC-v3	0.943	0.940	0.942	0.945
HyAdamC-v4	0.941	0.943	0.944	0.942
HyAdamC-v5	0.945	0.943	0.943	0.944
HyAdamC-v6	0.942	0.943	0.943	0.941