DOC Point GradientBoosting towards HistGradientBoosting #23340
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ogrisel
reviewed
May 12, 2022
Thanks for the PR. I think we should avoid the "GB" acronym and rather be explicit at the cost of a bit of redundancy.
lesteve
reviewed
May 18, 2022
Co-authored-by: Olivier Grisel <[email protected]>
jjerphan
reviewed
May 24, 2022
Thank you for cross-referencing the HGBT interfaces, @ArturoAmorQ.
I think the terminology can be made a bit more precise, for instance by replacing "estimator" by "algorithm". Here are a few comments in this regard.
Co-authored-by: Julien Jerphanion <[email protected]>
…nto GBDT_to_HGBDT
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Reference Issues/PRs
Addresses #23231.
What does this implement/fix? Explain your changes.
People may use
GradientBoosting*in cases whereHistGradientBoosting*would perform better.This PR addresses the problem by adding references towards the Hist versions in the docstrings and examples.
Any other comments?
This is a quick fix as suggested by this comment.
Reworking the examples (as mentioned in this comment) or adding an additional example (as mentioned here) is left for another PR.