Analysis of DNA Sequence Classification Using CNN and Hybrid Models

Table 2

Complete architecture specification of proposed CNN model.

Layer (type)	Output shape	Param #
Embedding	(None, 1000, 8)	128
Conv1D_1	(None, 1000, 128)	3200
MaxPooling1D_1	(None, 500, 128)	0
Conv1D_2	(None, 500, 64)	24640
MaxPooling_2	(None, 250, 64)	0
Flatten	(None, 16)	0
Dense_1	(None, 128)	2176
Dense_2	(None, 64)	8256
Dense_3	(None, 6)	390