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ResearchFormerly WizWand

Classification on 50 classification tasks (test)

1.38Average Test RankPSEO
1.05683.23845.427.6016Aug 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PSEOSearch Space=AutoGluon's search space, Time Budget=2 hours2025.081.38
AutoGluonSearch Space=AutoGluon's search space, Time Budget=2 hours, Mode=best quality2025.081.82
Single-BestSearch Space=AutoGluon's search space, Time Budget=2 hours2025.082.36
PSEO2025.082.56
ALL-Linear-L1Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L12025.085.72
ALL-ES-L2Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L22025.085.86
AutoGluon-2025.086.18
BEST-Linear-L2Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L22025.086.74
OptDivBO2025.087.1
BEST-ES-L2Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L22025.087.28
ES2025.087.36
ALL-Linear-L2Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L22025.087.36
ALL-ES-L1Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L12025.087.44
BEST-ES-L1Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L12025.087.5
CMA-ES2025.088.14
BEST-Linear-L1Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L12025.088.26
EO2025.089.12
Single-Best2025.089.44
Autostacker2025.089.46