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ResearchFormerly WizWand

Hyperparameter Optimization on Kin8nm XGB (test)

0.0073Final Simple RegretTuned-ICL-LogEI
0.0070120.0089560.01090.012844May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0073
GP-EI (BoTorch)Family=Baseline2026.050.0079
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0079
Dec-ICL-EIFamily=Dec-ICL2026.050.0083
Dec-ICL-TSFamily=Dec-ICL2026.050.0085
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0086
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0087
TPE (Optuna)Family=Baseline2026.050.0089
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.009
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0091
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.0092
GP-TS-EpiFamily=Baseline2026.050.0093
Dec-PFN-LCBFamily=Dec-PFN2026.050.0093
Dec-PFN-TSFamily=Dec-PFN2026.050.0098
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0099
Dec-ICL-LCBFamily=Dec-ICL2026.050.0099
GP-EIFamily=Baseline2026.050.0104
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0108
GP (BoTorch)Family=Baseline2026.050.0108
GP-TSFamily=Baseline2026.050.0113
Tuned-ICL-TSFamily=Tuned-ICL2026.050.013
RandomFamily=Baseline2026.050.0145