Table 3.

Hyper-parameters tuning demonstration.

Parameters	Range
Convolution layers	[1, 2, 3, 4, 5]
Filters in convolution Layer	[8, 12, 16, 22, 32, 42, 64, 128]
Filter size	[2, 3, 4, 5, 6, 7, 8, 10, 12, 14]
Pool-size in Maxpooling	[2, 4]
Stride length in Maxpooling	[2, 4]
Dropout values	[0.2, 0.25, 0.3, 0.35, 0.4]