Subjectivity Classification on SUBJ (10-fold cross-validation)
95.5AccuracyAdaSent
Evaluation results
| Method | Links | |
|---|---|---|
| AdaSenttype=supervised compositional model2015.06 | 95.5 | |
| BRNNtype=supervised compositional model2015.06 | 94.2 | |
| RNNtype=supervised compositional model2015.06 | 93.7 | |
| MNBtype=bag-of-words model2015.06 | 93.6 | |
| combine-skipclassifier=logistic regression2015.06 | 93.6 | |
| combine-skip + NBclassifier=linear model, augmentation=bigram Naive Bayes features2015.06 | 93.6 | |
| CNNtype=supervised compositional model2015.06 | 93.4 | |
| NB-SVMtype=bag-of-words model2015.06 | 93.2 | |
| bi-skipclassifier=logistic regression2015.06 | 92.5 | |
| uni-skipclassifier=logistic regression2015.06 | 92.1 | |
| cBoWtype=bag-of-words model2015.06 | 91.3 | |
| Paragraph-vectortype=unsupervised learning2015.06 | 90.5 | |
| GrConvtype=supervised compositional model2015.06 | 89.5 |