Text Classification on Newsgroup Religion (5-fold cross-validation)
55.7AccuracyCTM
Evaluation results
| Method | Links | |
|---|---|---|
| CTMk=10, classifier=LR2025.06 | 55.7 | |
| ProdLDAk=10, classifier=LR2025.06 | 54.9 | |
| DALTAk=10, classifier=LR2025.06 | 54.9 | |
| DALTAk=20, classifier=LR2025.06 | 54.9 | |
| CTMk=10, classifier=SVC2025.06 | 54.4 | |
| ECRTMk=10, classifier=LR2025.06 | 54.1 | |
| Fastopick=20, classifier=LR2025.06 | 53 | |
| LDAk=20, classifier=SVC2025.06 | 52.9 | |
| DALTAk=10, classifier=SVC2025.06 | 52.9 | |
| DALTAk=20, classifier=SVC2025.06 | 52.8 | |
| LDAk=20, classifier=LR2025.06 | 52.2 | |
| Fastopick=10, classifier=LR2025.06 | 52.2 | |
| ECRTMk=10, classifier=SVC2025.06 | 52.1 | |
| Fastopick=20, classifier=SVC2025.06 | 51.9 | |
| CTMk=20, classifier=LR2025.06 | 51.6 | |
| ECRTMk=20, classifier=SVC2025.06 | 51.6 | |
| Meta-CETMk=20, classifier=LR2025.06 | 51.5 | |
| LDAk=10, classifier=LR2025.06 | 51.3 | |
| Fastopick=10, classifier=SVC2025.06 | 51 | |
| ECRTMk=20, classifier=LR2025.06 | 50.7 | |
| Meta-CETMk=10, classifier=SVC2025.06 | 50.6 | |
| LDAk=10, classifier=SVC2025.06 | 50.5 | |
| ProdLDAk=20, classifier=LR2025.06 | 50.5 | |
| CTMk=20, classifier=SVC2025.06 | 49.8 | |
| ProdLDAk=10, classifier=SVC2025.06 | 49.6 | |
| Meta-CETMk=10, classifier=LR2025.06 | 49.2 | |
| Meta-CETMk=20, classifier=SVC2025.06 | 48.9 | |
| ProdLDAk=20, classifier=SVC2025.06 | 47.3 | |
| DeTimek=10, classifier=SVC2025.06 | 41.1 | |
| DeTimek=10, classifier=LR2025.06 | 41.1 | |
| DeTimek=20, classifier=SVC2025.06 | 41 | |
| DeTimek=20, classifier=LR2025.06 | 41 | |
| ETMk=10, classifier=SVC2025.06 | 40.4 | |
| ETMk=20, classifier=SVC2025.06 | 40.4 | |
| ETMk=10, classifier=LR2025.06 | 39.4 | |
| ETMk=20, classifier=LR2025.06 | 37.8 |