List your company
ResearchFormerly WizWand

Hyperparameter Optimization on Kin8nm LGBM (test)

0.0078Final Simple RegretDec-PFN-LCB
0.0076640.0085820.00950.010418May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dec-PFN-LCBFamily=Dec-PFN2026.050.0078
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0084
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0087
Dec-ICL-EIFamily=Dec-ICL2026.050.0089
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.0089
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0091
GP-EI (BoTorch)Family=Baseline2026.050.0093
GP (BoTorch)Family=Baseline2026.050.0095
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0097
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0097
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.0098
GP-TS-EpiFamily=Baseline2026.050.0099
Dec-ICL-TSFamily=Dec-ICL2026.050.0101
TPE (Optuna)Family=Baseline2026.050.0101
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0103
GP-EIFamily=Baseline2026.050.0103
GP-TSFamily=Baseline2026.050.0105
Dec-ICL-LCBFamily=Dec-ICL2026.050.0106
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0106
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0107
Dec-PFN-TSFamily=Dec-PFN2026.050.0112
RandomFamily=Baseline2026.050.0112