Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm

Table 5

The optimal configuration for each dataset based on the DE-CNN-5CV model.

Dataset	Filter sizes list	Number of neurons	NFCS	Initialization mode	Dropout rate
ArTwitter	[2, 3, 5]	350	50	LeCun uniform	0.6
STD	[2, 4]	100	200	Normal	0.6
AAQ	[4, 5, 6]	200	300	Normal	0.2
ASTD-B	[3, 4]	100	100	He uniform	0.3
AJGT	[2, 3, 6]	200	300	Uniform	0.2