Attribute Relevance Analysis in Python — IV and WoE

Recently I’ve written about Recursive Feature Elimination — one of many feature selection techniques I use most often. Today I will speak about the other one — Attribute Relevance Analysis. Unlike RFE, it dives more deeply into individual attributes and tries to tell you which segment of that variable has the strongest connection with the target variable.

Photo by Vladislav Babienko on Unsplash