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ResearchFormerly WizWand

Hyperparameter Optimization on Breast Cancer SVM (test)

0.0061Final Simple RegretDec-PFN-TS
0.0059720.0068360.00770.008564May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Dec-PFN-TSFamily=Dec-PFN2026.050.0061
Tuned-ICL-LogEIFamily=Tuned-ICL2026.050.0063
Tuned-PFN-LCBFamily=Tuned-PFN2026.050.0065
Dec-PFN-LCBFamily=Dec-PFN2026.050.0065
TPE (Optuna)Family=Baseline2026.050.0068
GP-TS-EpiFamily=Baseline2026.050.0068
GP-EI (BoTorch)Family=Baseline2026.050.007
GP-TSFamily=Baseline2026.050.007
Tuned-ICL-TSFamily=Tuned-ICL2026.050.0074
GP-EIFamily=Baseline2026.050.0074
Tuned-ICL-LCBFamily=Tuned-ICL2026.050.0075
Tuned-PFN-TSFamily=Tuned-PFN2026.050.0075
Dec-ICL-LCBFamily=Dec-ICL2026.050.0079
GP (BoTorch)Family=Baseline2026.050.0079
Dec-ICL-LogEIFamily=Dec-ICL2026.050.0081
Dec-ICL-TS-TotalFamily=Dec-ICL2026.050.0081
Dec-PFN-LogEIFamily=Dec-PFN2026.050.0081
Dec-ICL-LCB-TotalFamily=Dec-ICL2026.050.0081
Dec-ICL-TSFamily=Dec-ICL2026.050.0082
RandomFamily=Baseline2026.050.0086
Tuned-PFN-LogEIFamily=Tuned-PFN2026.050.0088
Dec-ICL-EIFamily=Dec-ICL2026.050.0093