Document Polarity Detection on English Twitter
87.17AccuracyCorpus-based + SVD (U)
Evaluation results
| Method | Links | |
|---|---|---|
| Corpus-based + SVD (U)3-feats=false2025.11 | 87.17 | |
| Corpus-based + SVD (U)3-feats=true2025.11 | 85.88 | |
| Dictionary-based + SVD (U)3-feats=true2025.11 | 80.4 | |
| Concatenation of the above three3-feats=true2025.11 | 80.2 | |
| word2vec3-feats=true2025.11 | 75.64 | |
| Corpus-based + Clustering3-feats=true2025.11 | 74.4 | |
| Concatenation of the above three3-feats=false2025.11 | 73.12 | |
| Supervised 4-scores3-feats=true2025.11 | 72.83 | |
| Supervised 4-scores3-feats=false2025.11 | 72.62 | |
| word2vec3-feats=false2025.11 | 62.6 | |
| Dictionary-based + SVD (U)3-feats=false2025.11 | 60 | |
| Corpus-based + Clustering3-feats=false2025.11 | 54.4 |