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Two major things here -
- Often I see that only a partial output of
_fit_and_scoreis taken for use. It is wasteful to generate and discard arrays. It would rather be much better to generate only the stuff that is required. - Now that we have more options, like @jnothman says here and here should we modify the output of
cross_val_score(and also_fit_and_scoreto be a dict or a named tuple similar to the structure ofcv_results_? (I think named-tuple is a better choice atleast for_fit_and_scoreas we stack the result of multiple_fit_and_scoreoperations viaParallelmostly)
If we are changing the output of cross_val_score, this would be an ideal time to do it as we don't have to deprecate anything...
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