Text Classification on Drug Review Norgestimate (5-fold cross-validation)
64.6AccuracyDALTA
Evaluation results
| Method | Links | |
|---|---|---|
| DALTAk=10, classifier=SVC2025.06 | 64.6 | |
| DALTAk=20, classifier=SVC2025.06 | 64.6 | |
| DALTAk=10, classifier=LR2025.06 | 64.1 | |
| DALTAk=20, classifier=LR2025.06 | 64.1 | |
| Meta-CETMk=20, classifier=LR2025.06 | 63.6 | |
| Fastopick=20, classifier=LR2025.06 | 63.6 | |
| Meta-CETMk=20, classifier=SVC2025.06 | 63.5 | |
| ECRTMk=20, classifier=SVC2025.06 | 63 | |
| ProdLDAk=20, classifier=LR2025.06 | 62.8 | |
| CTMk=20, classifier=LR2025.06 | 62.8 | |
| CTMk=20, classifier=SVC2025.06 | 62.7 | |
| Fastopick=20, classifier=SVC2025.06 | 62.5 | |
| ProdLDAk=10, classifier=LR2025.06 | 62 | |
| Fastopick=10, classifier=SVC2025.06 | 61.6 | |
| ProdLDAk=20, classifier=SVC2025.06 | 61.5 | |
| ECRTMk=20, classifier=LR2025.06 | 61.3 | |
| Meta-CETMk=10, classifier=SVC2025.06 | 60.1 | |
| Fastopick=10, classifier=LR2025.06 | 60.1 | |
| LDAk=20, classifier=LR2025.06 | 60 | |
| ProdLDAk=10, classifier=SVC2025.06 | 59.9 | |
| Meta-CETMk=10, classifier=LR2025.06 | 59.1 | |
| LDAk=20, classifier=SVC2025.06 | 57.5 | |
| LDAk=10, classifier=SVC2025.06 | 57.1 | |
| CTMk=10, classifier=LR2025.06 | 56.3 | |
| CTMk=10, classifier=SVC2025.06 | 56.2 | |
| LDAk=10, classifier=LR2025.06 | 55.7 | |
| ECRTMk=10, classifier=SVC2025.06 | 54.2 | |
| ECRTMk=10, classifier=LR2025.06 | 54.2 | |
| DeTimek=10, classifier=SVC2025.06 | 50.3 | |
| DeTimek=10, classifier=LR2025.06 | 50.3 | |
| DeTimek=20, classifier=SVC2025.06 | 50.3 | |
| DeTimek=20, classifier=LR2025.06 | 50.3 | |
| ETMk=10, classifier=LR2025.06 | 49.6 | |
| ETMk=20, classifier=SVC2025.06 | 49.5 | |
| ETMk=10, classifier=SVC2025.06 | 49.3 | |
| ETMk=20, classifier=LR2025.06 | 47.8 |