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Improve argument names to follow the auto-sklearn 2.0 paper

Open mfeurer opened this issue 3 years ago • 0 comments

The current API, the Auto-sklearn 2.0 paper nomenclature and scikit-learn nomencature are different:

current API Auto-sklearn 2.0 terminology sklearn should be named
resampling_strategy model selection strategy cv model_selection_strategy or cv
resampling_strategy_arguments - - model_selection_strategy_kwargs or cv_kwargs

In addition, we need to add an argument budget_selection_strategy that replaces standard holdout by successive halving.

mfeurer avatar May 04 '22 11:05 mfeurer