Topic Modeling on Yelp
0.516CvDALTA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DALTANumber of topics=202025.06 | 0.516 | 0.808 | — | — | |
| ECRTMNumber of topics=202025.06 | 0.473 | 0.472 | — | — | |
| FastopicNumber of topics=202025.06 | 0.454 | 0.778 | — | — | |
| ProdLDANumber of topics=202025.06 | 0.453 | 0.834 | — | — | |
| DALTANumber of topics=102025.06 | 0.448 | 0.852 | — | — | |
| CTMNumber of topics=202025.06 | 0.441 | 0.746 | — | — | |
| FastopicNumber of topics=102025.06 | 0.44 | 0.811 | — | — | |
| ProdLDANumber of topics=102025.06 | 0.437 | 0.772 | — | — | |
| Meta-CETMNumber of topics=202025.06 | 0.437 | 0.761 | — | — | |
| ETMNumber of topics=202025.06 | 0.412 | 0.518 | — | — | |
| Meta-CETMNumber of topics=102025.06 | 0.406 | 0.791 | — | — | |
| LDANumber of topics=202025.06 | 0.398 | 0.358 | — | — | |
| CTMNumber of topics=102025.06 | 0.398 | 0.768 | — | — | |
| LDANumber of topics=102025.06 | 0.394 | 0.42 | — | — | |
| ECRTMNumber of topics=102025.06 | 0.392 | 0.728 | — | — | |
| DeTimeNumber of topics=202025.06 | 0.374 | 0.784 | — | — | |
| DeTimeNumber of topics=102025.06 | 0.371 | 0.716 | — | — | |
| ETMNumber of topics=102025.06 | 0.359 | 0.688 | — | — | |
| BerTopicTime (min)=0.962024.08 | — | — | — | 0.15 | |
| LDATime (min)=0.372024.08 | — | — | — | 0.32 | |
| SenCluTime (min)=2.912024.08 | — | — | — | 0.62 | |
| SenClu+FT-TopicTime (min)=21.742024.08 | — | — | — | 0.6 | |
| TopClusTime (min)=> 1502024.08 | — | — | — | 0.36 |