Augmentation of Contextualized Concatenated Word Representation and Dilated Convolution Neural Network for Sentiment Analysis

Table 5

Proposed method accuracy on ESD-2.

Datasets	Optimization algorithm	Epochs	Activation function	Neurons	Hidden layers	Accuracy	Batch size
ESD-2	SGD	10-100	Relu	75	10	77.69%	64
ESD-2	RMprop	10-100	RRelu	300	20	75.91%	256
ESD-2	ADAM	10-100	Tanh	150	15	76.46%	128