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ResearchFormerly WizWand

Multiclass classification on Helena 100 classes (test)

2.5673Cross-EntropySketchBoost
2.5612042.6023522.64352.684648Nov 23, 2022
Updated 8mo ago

Evaluation results

MethodLinks
SketchBoostsketching strategy=Random Projection, k selection policy=best k2022.112.5673
SketchBoostsketching strategy=Random Sampling, k selection policy=best k2022.112.5693
CatBoostoutput strategy=multioutput2022.112.5698
SketchBoost Fulloutput strategy=multioutput2022.112.5865
XGBoostoutput strategy=one-vs-all2022.112.5889
SketchBoostsketching strategy=Top Outputs, k selection policy=best k2022.112.5923
TabNetoutput strategy=multioutput2022.112.7197