Model selection | Accuracy | Recall | F1 value |
---|---|---|---|
Text CNN | 0.8833 | 0.8826 | 0.8826 |
Bi LSTM | 0.8646 | 0.8635 | 0.8644 |
SA-BLTCNN | 0.9184 | 0.9164 | 0.9124 |
Transformer | 0.8791 | 0.8787 | 0.8783 |
Simple voting-MIX | 0.9215 | 0.9231 | 0.9225 |
Stacking-MIX | 0.9283 | 0.9275 | 0.9277 |
Adaboost-MIX | 0.9284 | 0.9299 | 0.9292 |