Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV

Katarzyna Woźnica, Mateusz Grzyb, Zuzanna Trafas +1

For many machine learning models, a choice of hyperparameters is a crucial step towards achieving high performance. Prevalent meta-learning approaches focus on obtaining good hyper…