Research Article

Sentimental Analysis of Industry 4.0 Perspectives Using a Graph-Based Bi-LSTM CNN Model

Table 6

Traditional sentiment classifiers approaches accuracy.

ApproachesAccuracy

VADER-lexicon based66.73
Naïve Bayes75.38
Decision Tree69.16
Random Forest73.07
Support Vector Machine80.85
Recurrent Neural Network with LSTM89.10
Bi-LSTM88.52
CNN91.78
Bi-LSTM CNN94.64
Bi-LSTM CNN + PoS tagging98.61