Research Article

Improved Convolutional Neural Network for Chinese Sentiment Analysis in Fog Computing

Table 3

Global average pooling compared to fully connected layer.

ModelAccuracy ()
THU Hotel reviewsChnSentiCorp-Book

CTBCNN-FC without dropout91.0492.45
CTBCNN-FC with dropout91.7492.65
CTBCNN-GAP92.4392.81