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ResearchFormerly WizWand

Text Classification on Newsgroup Science (5-fold cross-validation)

0.86AccuracyFastopic
0.221440.387220.5530.71878Jun 9, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Fastopick=20, classifier=LR2025.060.86
DALTAk=10, classifier=LR2025.060.758
Meta-CETMk=10, classifier=LR2025.060.729
ProdLDAk=20, classifier=LR2025.060.716
DALTAk=20, classifier=LR2025.060.707
CTMk=20, classifier=LR2025.060.702
Fastopick=10, classifier=LR2025.060.702
DALTAk=10, classifier=SVC2025.060.698
DALTAk=20, classifier=SVC2025.060.685
Meta-CETMk=20, classifier=LR2025.060.682
Meta-CETMk=10, classifier=SVC2025.060.681
Fastopick=10, classifier=SVC2025.060.678
CTMk=10, classifier=SVC2025.060.674
Fastopick=20, classifier=SVC2025.060.667
CTMk=20, classifier=SVC2025.060.665
CTMk=10, classifier=LR2025.060.651
ProdLDAk=20, classifier=SVC2025.060.65
Meta-CETMk=20, classifier=SVC2025.060.641
ProdLDAk=10, classifier=LR2025.060.635
ECRTMk=20, classifier=LR2025.060.625
ECRTMk=20, classifier=SVC2025.060.591
LDAk=10, classifier=LR2025.060.588
LDAk=10, classifier=SVC2025.060.575
ProdLDAk=10, classifier=SVC2025.060.569
ECRTMk=10, classifier=LR2025.060.566
LDAk=20, classifier=LR2025.060.547
LDAk=20, classifier=SVC2025.060.54
ECRTMk=10, classifier=SVC2025.060.534
ETMk=10, classifier=SVC2025.060.297
ETMk=10, classifier=LR2025.060.272
ETMk=20, classifier=LR2025.060.263
DeTimek=10, classifier=SVC2025.060.254
DeTimek=10, classifier=LR2025.060.254
DeTimek=20, classifier=SVC2025.060.254
DeTimek=20, classifier=LR2025.060.254
ETMk=20, classifier=SVC2025.060.246