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

by Foster Provost

general idea is to estimate whether replacing a set of leaves or a branch with a leaf would reduce accuracy. If not, then go ahead and prune. The process can be iterated on progressive subtrees until any removal or replacement would reduce accuracy.

Improving accuracy in trees