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[MRG] Removed synonyms in docs linear_model#13663

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TomDLT merged 5 commits intoscikit-learn:masterfrom
tommyod:docs_readthrough
Apr 18, 2019
Merged

[MRG] Removed synonyms in docs linear_model#13663
TomDLT merged 5 commits intoscikit-learn:masterfrom
tommyod:docs_readthrough

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@tommyod tommyod commented Apr 17, 2019

There are quite a few synonyms in use in the docs. In this PR I read through linear_model.rst and:

  • Replaced "regressors", "variables", "predictors", etc with features.
  • Replaced "observations", "points", etc with samples.
  • Used \text{word} instead of word in LaTeX.
  • Changed some other stuff as I read through.

Some of this is a bit opinionated, so I would appreciate feedback. This PR closes #13639.

@tommyod tommyod changed the title [MRG] Removed synonym in docs linear_model [MRG] Removed synonyms in docs linear_model Apr 17, 2019
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@NicolasHug NicolasHug left a comment

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Some suggestions but no strong opinion

LGTM anyway, this is already a very clear improvement!

Thanks @tommyod

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tommyod commented Apr 18, 2019

Thanks for the fast review @NicolasHug, appreciate it. Everything I agree with I've changed. I left some point unresolved if you'd like to discuss them further. I don't mind making a new round of changes if you have more comments.

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This is great ! Happy to merge

@TomDLT TomDLT merged commit ffdd96a into scikit-learn:master Apr 18, 2019
jeremiedbb pushed a commit to jeremiedbb/scikit-learn that referenced this pull request Apr 25, 2019
xhluca pushed a commit to xhluca/scikit-learn that referenced this pull request Apr 28, 2019
xhluca pushed a commit to xhluca/scikit-learn that referenced this pull request Apr 28, 2019
xhluca pushed a commit to xhluca/scikit-learn that referenced this pull request Apr 28, 2019
koenvandevelde pushed a commit to koenvandevelde/scikit-learn that referenced this pull request Jul 12, 2019
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Choice of words in documentation

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