Feature Selection in Machine Learning — 2022

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…