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

by Foster Provost

This is a direct consequence of the fact that classification trees select a single attribute at a time whereas linear classifiers use a weighted combination of all attributes.

Classification trees vs linear classifiers