Table 6. Performances of sentiment analysis models on PTT movie reviews.
Term Frequency-based Method | Deep Learning-based Method | Machine Learning-based Method | |||
---|---|---|---|---|---|
method | Accuracy (%) | method | Accuracy (%) | method | Accuracy (%) |
k-NN | 39.7 | TextCNN | 79.7 | XGBoost | 81.4 |
NB | 62.4 | LSTM | 79.8 | SVM | 69.3 |
VSM | 69.1 | BiLSTM | 82.3 | SVMRDEV | 87.8 |
DT | 77.1 | RCNN | 81.1 |