Feature Selection with Boruta in Python

Learn how the Boruta algorithm works for feature selection. Explanation + template

The feature selection process is fundamental in any machine learning project. In this post we’ll go through the Boruta algorithm, which allows us to create a ranking of our features, from the most important to the least impacting for our model. Boruta is simple to use and a powerful technique that analysts should incorporate in their pipeline.

Introduction

Boruta is not …

analytics boruta data science feature feature selection machine learning python