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Model and Hyperparameter Selection on Kaggle loan approval private (test)

74.43p-rankLGBM-Hyperopt
60.265263.942667.6271.2974Oct 30, 2025

Evaluation results

MethodLinks
LGBM-HyperoptBudget=10 models2025.1074.43
Meta-InformedBudget=10 models2025.1071.58
Context-RandomBudget=10 models2025.1066.84
Zero-ShotBudget=10 models2025.1063.29
Random-HyperoptBudget=10 models2025.1062.64
MaxUCB-HyperoptBudget=10 models2025.1060.81