Feature Selection for Machine Learning: A Comprehensive Overview

Logo for the Online Course Feature Selection for Machine Learning — Created by the Author

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