Topic Categorization on RCV1
9.33Error Ratebow-CNN
Evaluation results
| Method | Links | |
|---|---|---|
| bow-CNNvocabulary=30K most frequent words2014.12 | 9.33 | |
| seq-CNNvocabulary=30K most frequent words2014.12 | 9.96 | |
| SVM bow2 (all)n-grams=2, vocabulary_size=all (up to 5M)2014.12 | 10.59 | |
| NN bow3 (all)n-grams=3, vocabulary_size=all (up to 5M)2014.12 | 10.67 | |
| SVM bow3 (30K)n-grams=3, vocabulary_size=30K most frequent2014.12 | 10.68 | |
| SVM bow3 (all)n-grams=3, vocabulary_size=all (up to 5M)2014.12 | 10.69 | |
| SVM bow1 (all)n-grams=1, vocabulary_size=all (up to 5M)2014.12 | 10.76 | |
| NB-LM bow3 (all)n-grams=3, vocabulary_size=all (up to 5M)2014.12 | 13.97 |