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[RFC] Changes to model_selection? #5053

@amueller

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@amueller

Once #4294 is merged, we might want to think about changing some of the api / default behaviors of the contents of this module.

There are several breaking changes that I'd like to make, and this might or might not be a good opportunity:

  • changing the default n_folds to 5, as it is already in some of the cv objects (3 seems really low).
  • rename grid_scores_ to be consistent with RandomizedSerachCV
  • possibly redo the _CVScoreTuple [needs to be done for multiple metrics I think]
  • rename labels to groups (?) in the cv iterators.
  • rename the p parameter in LeavePOut

was there anything else? ping @rvraghav93

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