UAS by the instance-based system using the cosine similarity (IIc) and randomly sampled M support training sentences.
| . | M . | |||
|---|---|---|---|---|
| 1 . | 10 . | 100 . | ALL . | |
| Emails | 81.5 | 81.4 | 81.5 | 81.5 |
| Newsgroups | 82.8 | 83.0 | 82.9 | 82.9 |
| Reviews | 88.7 | 88.7 | 88.8 | 88.8 |
| Weblogs | 81.8 | 82.1 | 82.0 | 81.9 |
| Average | 83.7 | 83.8 | 83.8 | 83.8 |
| . | M . | |||
|---|---|---|---|---|
| 1 . | 10 . | 100 . | ALL . | |
| Emails | 81.5 | 81.4 | 81.5 | 81.5 |
| Newsgroups | 82.8 | 83.0 | 82.9 | 82.9 |
| Reviews | 88.7 | 88.7 | 88.8 | 88.8 |
| Weblogs | 81.8 | 82.1 | 82.0 | 81.9 |
| Average | 83.7 | 83.8 | 83.8 | 83.8 |