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ResearchFormerly WizWand

Regression on 30 regression tasks (test)

1.33Average Test RankPSEO
0.8624.0217.1810.339Aug 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PSEOSearch Space=AutoGluon's search space, Time Budget=2 hours2025.081.33
AutoGluonSearch Space=AutoGluon's search space, Time Budget=2 hours, Mode=best quality2025.082.03
Single-BestSearch Space=AutoGluon's search space, Time Budget=2 hours2025.082.63
PSEO2025.083.63
AutoGluon-2025.086.2
ALL-ES-L2Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L22025.086.9
ALL-Linear-L2Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L22025.087.23
ALL-Linear-L1Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L12025.087.43
BEST-Linear-L2Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L22025.087.43
BEST-ES-L2Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L22025.087.8
ALL-ES-L1Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L12025.088.07
OptDivBO2025.088.33
ES2025.088.47
CMA-ES2025.089.17
BEST-Linear-L1Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L12025.089.4
BEST-ES-L1Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L12025.089.73
Autostacker2025.0810.07
EO2025.0812.43
Single-Best2025.0813.03