Would You Use ANOVA for Feature Selection?

Know A-Z of ANOVA with an interesting dataset.

Photo by Elimende Inagella on Unsplash

We often forget the most crucial step when developing a Machine learning model — Feature Selection. Not selecting the right features correlated to the target variable can prevent your model from reaching the potential performance.