Table 6. Performance result of classification algorithms (F1-measure).
Model | Original dataset (%) | Converted dataset (%) |
---|---|---|
CNN | 79.7 | 80.8 |
RNN | 55.9 | 70.5 |
CNN + Doc2vec | 93.7 | 88.3 |
kNN | 80.3 | 80.1 |
Logistic regression | 89.7 | 86.9 |
Naïve Bayes | 88.1 | 87.2 |
N-gram language model | 87.8 | 85.8 |