8000 Normalize only applies if fit_intercept=True · Issue #3020 · scikit-learn/scikit-learn · GitHub
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Normalize only applies if fit_intercept=True #3020
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@jnothman

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@jnothman

A number of linear models have a normalize option to scale all features to equal variance.

However, this only has any effect if fit_intercept=True. This interaction does not appear to be documented.

So this issue requests that one of the following actions be taken:

  • the fit_intercept=True requirement should be noted in the comment for normalize; or
  • normalize should apply when fit_intercept=False, assuming the data is already centered

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