Document Clustering on SMS Spam Collection
97.8PurityDALTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DALTAnumber of topics (k)=102025.06 | 97.8 | 28.7 | |
| DALTAnumber of topics (k)=202025.06 | 97.8 | 28.7 | |
| CTMnumber of topics (k)=102025.06 | 96.4 | 23.3 | |
| Meta-CETMnumber of topics (k)=202025.06 | 93.7 | 16.6 | |
| Fastopicnumber of topics (k)=202025.06 | 93.7 | 16.6 | |
| Meta-CETMnumber of topics (k)=102025.06 | 92.8 | 16.8 | |
| Fastopicnumber of topics (k)=102025.06 | 92.8 | 16.8 | |
| LDAnumber of topics (k)=202025.06 | 88.4 | 5.2 | |
| ECRTMnumber of topics (k)=102025.06 | 88 | 9.5 | |
| LDAnumber of topics (k)=102025.06 | 86.4 | 3.9 | |
| ProdLDAnumber of topics (k)=102025.06 | 86.4 | 0.3 | |
| ProdLDAnumber of topics (k)=202025.06 | 86.4 | 0 | |
| ETMnumber of topics (k)=102025.06 | 86.4 | 0.3 | |
| ETMnumber of topics (k)=202025.06 | 86.4 | 0.3 | |
| CTMnumber of topics (k)=202025.06 | 86.4 | 0 | |
| ECRTMnumber of topics (k)=202025.06 | 86.4 | 3.2 | |
| DeTimenumber of topics (k)=102025.06 | 86.4 | 0 | |
| DeTimenumber of topics (k)=202025.06 | 86.4 | 0 |