Research Article

Improved Convolutional Neural Network for Chinese Sentiment Analysis in Fog Computing

Table 2

the classification results on two datasets.

MethodsAccuracy ()
THU Hotel reviewsChnSentiCorp-Book

Baseline(Lexicon-based)80.0071.30

CTBCNN92.4392.81

TextCNN91.3390.97

Naïve Bayes75.2683.20

Random Forest80.6884.98

SVM89.1186.63