Text Classification on Newsgroup Science (5-fold cross-validation)
0.86AccuracyFastopic
Evaluation Results
| Method | Links | |
|---|---|---|
| Fastopick=20, classifier=LR2025.06 | 0.86 | |
| DALTAk=10, classifier=LR2025.06 | 0.758 | |
| Meta-CETMk=10, classifier=LR2025.06 | 0.729 | |
| ProdLDAk=20, classifier=LR2025.06 | 0.716 | |
| DALTAk=20, classifier=LR2025.06 | 0.707 | |
| CTMk=20, classifier=LR2025.06 | 0.702 | |
| Fastopick=10, classifier=LR2025.06 | 0.702 | |
| DALTAk=10, classifier=SVC2025.06 | 0.698 | |
| DALTAk=20, classifier=SVC2025.06 | 0.685 | |
| Meta-CETMk=20, classifier=LR2025.06 | 0.682 | |
| Meta-CETMk=10, classifier=SVC2025.06 | 0.681 | |
| Fastopick=10, classifier=SVC2025.06 | 0.678 | |
| CTMk=10, classifier=SVC2025.06 | 0.674 | |
| Fastopick=20, classifier=SVC2025.06 | 0.667 | |
| CTMk=20, classifier=SVC2025.06 | 0.665 | |
| CTMk=10, classifier=LR2025.06 | 0.651 | |
| ProdLDAk=20, classifier=SVC2025.06 | 0.65 | |
| Meta-CETMk=20, classifier=SVC2025.06 | 0.641 | |
| ProdLDAk=10, classifier=LR2025.06 | 0.635 | |
| ECRTMk=20, classifier=LR2025.06 | 0.625 | |
| ECRTMk=20, classifier=SVC2025.06 | 0.591 | |
| LDAk=10, classifier=LR2025.06 | 0.588 | |
| LDAk=10, classifier=SVC2025.06 | 0.575 | |
| ProdLDAk=10, classifier=SVC2025.06 | 0.569 | |
| ECRTMk=10, classifier=LR2025.06 | 0.566 | |
| LDAk=20, classifier=LR2025.06 | 0.547 | |
| LDAk=20, classifier=SVC2025.06 | 0.54 | |
| ECRTMk=10, classifier=SVC2025.06 | 0.534 | |
| ETMk=10, classifier=SVC2025.06 | 0.297 | |
| ETMk=10, classifier=LR2025.06 | 0.272 | |
| ETMk=20, classifier=LR2025.06 | 0.263 | |
| DeTimek=10, classifier=SVC2025.06 | 0.254 | |
| DeTimek=10, classifier=LR2025.06 | 0.254 | |
| DeTimek=20, classifier=SVC2025.06 | 0.254 | |
| DeTimek=20, classifier=LR2025.06 | 0.254 | |
| ETMk=20, classifier=SVC2025.06 | 0.246 |