The Python Oracle

Comparing Results from StandardScaler vs Normalizer in Linear Regression

This video explains
Comparing Results from StandardScaler vs Normalizer in Linear Regression

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Music by Eric Matyas
https://www.soundimage.org
Track title: Life in a Drop

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Chapters
00:00 Question
05:00 Accepted answer (Score 13)
07:57 Answer 2 (Score 4)
12:06 Answer 3 (Score 1)
13:54 Thank you

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Full question
https://stackoverflow.com/questions/5406...

Question links:
[image]: https://i.stack.imgur.com/jtOuu.png
[image]: https://i.stack.imgur.com/2bMbE.png
[image]: https://i.stack.imgur.com/l5zTC.png
[sklearn.linear_model.LinearRegression()]: https://scikit-learn.org/stable/modules/...
[states that it normalizes to the l2 norm by default]: https://scikit-learn.org/stable/modules/...
[Linear Regression module]: https://scikit-learn.org/stable/modules/...

Accepted answer links:
[Reference]: https://github.com/scikit-learn/scikit-l...
[here]: https://github.com/scikit-learn/scikit-l...
[From documentation:]: https://scikit-learn.org/stable/modules/...
[Reference]: https://github.com/scikit-learn/scikit-l...
[image]: https://i.stack.imgur.com/94wzm.png
[prediction]: https://github.com/scikit-learn/scikit-l...

Answer 3 links:
[proof]: https://www.statlect.com/fundamentals-of...
[api]: https://scikit-learn.org/stable/modules/...
[TransformedTargetRegressor]: https://scikit-learn.org/stable/modules/...
[this]: https://blog.stata.com/2011/08/22/use-po.../

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Content licensed under CC BY-SA
https://meta.stackexchange.com/help/lice...

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Tags
#python #machinelearning #scikitlearn #linearregression

#avk47