auto-sklearn
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Improve argument names to follow the auto-sklearn 2.0 paper
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.