Table 1.
Datasets Description
| RT | Yelp | IMDB | |
|---|---|---|---|
| total instances | 10,662 | 30,471 | 50,000 |
| test instances | N/A | 8,341 | 25,000 |
| avg. review length | 22 | 137 | 241 |
| theme descriptor dim | 5 | 20 | 20 |
| theme extraction | BTM | LDA | LDA |
| evaluation | 10-fold CV | test set | test set |
Datasets Description
| RT | Yelp | IMDB | |
|---|---|---|---|
| total instances | 10,662 | 30,471 | 50,000 |
| test instances | N/A | 8,341 | 25,000 |
| avg. review length | 22 | 137 | 241 |
| theme descriptor dim | 5 | 20 | 20 |
| theme extraction | BTM | LDA | LDA |
| evaluation | 10-fold CV | test set | test set |