Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

If we select the single variable that gives the most information gain, we create a very simple segmentation. If we select multiple attributes each giving some information gain, it’s not clear how to put them together.

Selecting single vs multiple attributes