Opinion Polarity Classification on MPQA 10-fold (val)
93.3AccuracyAdaSent
Evaluation results
| Method | Links | |
|---|---|---|
| AdaSenttype=supervised compositional model2015.06 | 93.3 | |
| BRNNtype=supervised compositional model2015.06 | 90.3 | |
| RNNtype=supervised compositional model2015.06 | 90.1 | |
| CNNtype=supervised compositional model2015.06 | 89.6 | |
| combine-skip + NBclassifier=linear model, augmentation=bigram Naive Bayes features2015.06 | 87.5 | |
| combine-skipclassifier=logistic regression2015.06 | 87.1 | |
| uni-skipclassifier=logistic regression2015.06 | 86.9 | |
| cBoWtype=bag-of-words model2015.06 | 86.4 | |
| NB-SVMtype=bag-of-words model2015.06 | 86.3 | |
| MNBtype=bag-of-words model2015.06 | 86.3 | |
| GrConvtype=supervised compositional model2015.06 | 84.5 | |
| bi-skipclassifier=logistic regression2015.06 | 83.3 | |
| Paragraph-vectortype=unsupervised learning2015.06 | 74.2 |