Table 2:

Parameters for CNN.

Parameters	Settings
Embedding Output Dimension	21
Learning Rate	0.001
Batch Size	256
Epochs	80
Conv2d_1 number of filters	64
Dropout	0.6
Conv2d_1 number of filters	128
Dropout	0.6
MaxPooling2d	2 x 2
Dense 1	768
Dropout	0.5
Dense_2	256
Dropout	0.5
Checkpointer	Best validation accuracy