Feature Selection in Machine Learning — 2022

Sole from Train in Data
15 min readSep 15, 2020
Feature selection in machine learning.
Feature Selection for Machine Learning — Created by the Author

When building a machine learning model for a business problem, it’s rare that all the variables in the data will need to be incorporated in the model. Sure, adding more variables rarely makes a machine learning model less accurate, but there are certain disadvantages to including an excess of features.

In this article, I discuss the importance of feature selection in machine learning. I…

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Sole from Train in Data

Data scientist, book author, online instructor (www.trainindata.com) and Python open-source developer. Get our regular updates: http://eepurl.com/hdzffv