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FIX incorporate resampling when computing OOB score in BRF#656

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glemaitre merged 3 commits intoscikit-learn-contrib:masterfrom
glemaitre:is/655
Dec 5, 2019
Merged

FIX incorporate resampling when computing OOB score in BRF#656
glemaitre merged 3 commits intoscikit-learn-contrib:masterfrom
glemaitre:is/655

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@glemaitre
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closes #655

Resampling was not taken into account when computing the OOB score. Thus, the results was incorparting in-sample and leading to over-optimistic results.

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pep8speaks commented Dec 5, 2019

Hello @glemaitre! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻

Comment last updated at 2019-12-05 12:42:56 UTC

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lgtm-com bot commented Dec 5, 2019

This pull request fixes 5 alerts when merging e4143a0 into 3839df1 - view on LGTM.com

fixed alerts:

  • 2 for Wrong name for an argument in a call
  • 2 for Mismatch in multiple assignment
  • 1 for Module is imported with 'import' and 'import from'

@glemaitre glemaitre merged commit d8472f4 into scikit-learn-contrib:master Dec 5, 2019
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Overestimation of OOB score, probable bug in resampling?

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