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ResearchFormerly WizWand

Automated Machine Learning on 80 tasks all (test)

1.36Average Test RankPSEO
0.98283.52896.0758.6211Aug 7, 2025
Updated 7mo ago

Evaluation results

MethodLinks
PSEOSearch Space=AutoGluon's search space, Time Budget=2 hours2025.081.36
AutoGluonSearch Space=AutoGluon's search space, Time Budget=2 hours, Mode=best quality2025.081.9
Single-BestSearch Space=AutoGluon's search space, Time Budget=2 hours2025.082.46
PSEO2025.082.96
AutoGluon-2025.086.19
ALL-ES-L2Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L22025.086.25
ALL-Linear-L1Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L12025.086.36
BEST-Linear-L2Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L22025.087
ALL-Linear-L2Candidate Pool Selection=ALL, Ensemble Method=Linear, Regularization=L22025.087.31
BEST-ES-L2Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L22025.087.47
OptDivBO2025.087.56
ALL-ES-L1Candidate Pool Selection=ALL, Ensemble Method=ES, Regularization=L12025.087.67
ES2025.087.78
BEST-ES-L1Candidate Pool Selection=BEST, Ensemble Method=ES, Regularization=L12025.088.34
CMA-ES2025.088.53
BEST-Linear-L1Candidate Pool Selection=BEST, Ensemble Method=Linear, Regularization=L12025.088.69
Autostacker2025.089.69
EO2025.0810.36
Single-Best2025.0810.79