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. 2019 Oct 24;14(10):e0223317. doi: 10.1371/journal.pone.0223317

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