text_classification_keras
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Tigeryang93
text classification with keras in rt-polaritydata
text classification with keras in rt-polaritydata.
| method | f1 |
|---|---|
| navie bayes | 0.7645+ |
| FastText | 0.7793+ |
| TextCNN | 0.7688+ |
| TextRNN | 0.7771+ |
| RCNN | 0.77 |
| hierarchical attention network(HAN) | 0.78+ |
| Transformer("attention is all you need") | 0.7636+ |
| Bert | 0.8135+ |
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text classification with keras in rt-polaritydata