Topic Modeling on SMS Spam Collection
0.505CvDALTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALTANumber of topics=202025.06 | 0.505 | 0.8 | |
| DALTANumber of topics=102025.06 | 0.503 | 0.9 | |
| ECRTMNumber of topics=102025.06 | 0.499 | 0.829 | |
| ECRTMNumber of topics=202025.06 | 0.493 | 0.821 | |
| FastopicNumber of topics=202025.06 | 0.485 | 0.692 | |
| CTMNumber of topics=202025.06 | 0.476 | 0.732 | |
| CTMNumber of topics=102025.06 | 0.471 | 0.848 | |
| FastopicNumber of topics=102025.06 | 0.464 | 0.814 | |
| Meta-CETMNumber of topics=102025.06 | 0.452 | 0.879 | |
| ETMNumber of topics=102025.06 | 0.434 | 0.632 | |
| Meta-CETMNumber of topics=202025.06 | 0.423 | 0.792 | |
| ProdLDANumber of topics=202025.06 | 0.421 | 0.708 | |
| ETMNumber of topics=202025.06 | 0.407 | 0.336 | |
| ProdLDANumber of topics=102025.06 | 0.405 | 0.828 | |
| LDANumber of topics=202025.06 | 0.391 | 0.662 | |
| DeTimeNumber of topics=202025.06 | 0.382 | 0.562 | |
| DeTimeNumber of topics=102025.06 | 0.378 | 0.628 | |
| LDANumber of topics=102025.06 | 0.351 | 0.68 |