Feature Selection with Boruta in Python | by Andrew D #datascience
Learn how the Boruta algorithm works for feature selection. Explanation + templatePhoto by Caroline on UnsplashThe 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.Boruta is not a stand-alone algorithm: it sits on top of the Random…