Table 1. The ranges of values of the hyperparameters of the benchmark datasets.

Hyperparameters	Ranges of values	Selected values
		SC_628	HS_990, MM_944
Batch size	[16, 32, 64, 128]	16	16
No. of epochs	[10, 50, 100, 200]	50	50
No. of channels	[5, 7, 9, 11]	7	9
Height of filters	[3, 5, 7, 9]	7	5
Learning rate	[0.0001, 0.0003, 0.0005, 0.0007, 0.001]	0.0005	0.0005
Dropout probabillity	[0.4, 0.45, 0.5, 0.55, 0.6]	0.4	0.5