Sentiment Classification on CR (10-fold cross-validation)
86.3AccuracyAdaSent
Evaluation results
| Method | Links | |
|---|---|---|
| AdaSenttype=supervised compositional model2015.06 | 86.3 | |
| CNNtype=supervised compositional model2015.06 | 85 | |
| BRNNtype=supervised compositional model2015.06 | 82.6 | |
| RNNtype=supervised compositional model2015.06 | 82.3 | |
| NB-SVMtype=bag-of-words model2015.06 | 81.8 | |
| GrConvtype=supervised compositional model2015.06 | 81.3 | |
| combine-skip + NBclassifier=linear model, augmentation=bigram Naive Bayes features2015.06 | 81.3 | |
| combine-skipclassifier=logistic regression2015.06 | 80.1 | |
| MNBtype=bag-of-words model2015.06 | 80 | |
| cBoWtype=bag-of-words model2015.06 | 79.9 | |
| uni-skipclassifier=logistic regression2015.06 | 79.3 | |
| Paragraph-vectortype=unsupervised learning2015.06 | 78.1 | |
| bi-skipclassifier=logistic regression2015.06 | 77.9 |