Arabic Sentiment Classification Using Convolutional Neural Network and Differential Evolution Algorithm

Table 8

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

Dataset	Filter sizes list	Number of neurons	NFCS	Initialization mode	Dropout rate
ArTwitter	[2, 3, 5]	200	150	LeCun uniform	0.2
STD	[2, 4, 5]	300	500	LeCun uniform	0.3
AAQ	[8, 9]	350	250	LeCun uniform	0.3
ASTD-B	[5, 6, 8]	300	150	He uniform	0.2
AJGT	[2, 7, 8]	400	400	Normal	0.5