Alternative Feature Selection Methods in Machine Learning

Sole from Train in Data
12 min readApr 25, 2022
Image by Gerd Altmann from Pixabay

You’ve probably done your online searches on “Feature Selection”, and you’ve probably found tons of articles describing the three umbrella terms that group selection methodologies, i.e., “Filter Methods”, “Wrapper Methods” and “Embedded Methods”.

Under the “Filter Methods”, we find statistical tests that select features based on their distributions. These methods…

Sole from Train in Data

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