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[D] Should you standardize your numerical features if the distribution is unknown of non gaussian?

*or non gaussian

I get the point in having your features be of the same scaling but wouldn’t min max scaling (x-xmin/xmax-xmin) work better? Every tutorial Ive seen about data cleaning seems to use the StandardScaler() without looking at the underlying data.

submitted by /u/Trevahhhh
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