1. The Problem It Solves


Decision Trees are simple, easy to understand, and work well on non-linear data.

The problem is that a single Decision Tree is very unstable.

A small change in the training data can produce a completely different tree. Left unchecked, it can also memorize the training data instead of learning patterns, leading to...