A Practical Guide to Feature Selection Using Sklearn

A hands-on tutorial on how to select the best features for your model using Python and scikit-learn

Marco Peixeiro
Towards Data Science
10 min readSep 27, 2022

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Photo by JOSHUA COLEMAN on Unsplash

When building a predictive model, we often have many features or variable in our dataset that can be used to train our model. However, just because the feature exists in our dataset does not mean that it is…

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Senior data scientist | Author | Instructor. I write hands-on articles with a focus on practical skills.