Binary Sentiment Classification on ACL-IMDB (test)
4.32Error RateL_MIXED
Evaluation Results
| Method | Links | |
|---|---|---|
| L_MIXEDtraining=semi-supervised, objective=mixed objective function2020.09 | 4.32 | |
| ULMFittraining=semi-supervised2020.09 | 4.6 | |
| LSTMtraining=semi-supervised2020.09 | 5.91 | |
| oh-LSTMtraining=semi-supervised2020.09 | 5.94 | |
| L_MLTraining=Supervised2020.09 | 6.43 | |
| SA-LSTMtraining=semi-supervised2020.09 | 7.24 | |
| oh-CNNTraining=Supervised2020.09 | 7.67 | |
| CNNTraining=Supervised2020.09 | 9.17 | |
| Linear Model (TFIDF + SVM)Training=Supervised2020.09 | 9.51 | |
| Vanilla LSTMTraining=Supervised2020.09 | 10 | |
| FastTextTraining=Supervised2020.09 | 11.34 | |
| DocVecTraining=Supervised2020.09 | 11.4 |