Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm

Table 12

General models configurations.

Combined DE-CNN models	Generated model name	Filter sizes list	Number of neurons	NFCS	Initialization mode	Dropout rate
DE-CNN-TSF and DE-CNN-TSC	DE-CNN-G1	[2, 3, 8]	300	150	LeCun uniform	0.2
	DE-CNN-G2	[2, 3, 8]	300	150	LeCun uniform	0.3
DE-CNN-5CV and DE-CNN-TSC	DE-CNN-G3	[2, 3, 8]	350	300	Normal	0.2
	DE-CNN-G4	[2, 3, 8]	350	300	LeCun uniform	0.2