TABLE 2.

Hyperparameters of the proposed 1D-CNN architecture.

Layer	Hyperparameter
Conv 1D	kernel size = 57, stride = 1
Max-Pooling	pool size = 2
Dropout	p = 0.3
Conv 1D	kernel size = 57, stride = 1
Max-Pooling	pool size = 2
Dropout	p = 0.3
Conv 1D	kernel size = 57, stride = 1
Max-Pooling	pool size = 2
Dropout	p = 0.3
Flatten	-
Dense	256
Dropout	p = 0.5
Dense	256
Dropout	p = 0.5
Softmax	2