Decision tree classifier

What are decision trees? Decision trees are a form of supervised machine learning. They are built on a binary tree data structure and generate predictions by percolating input features through a system of binary questions. All non-leaf nodes in the tree ask these questions and the leaf nodes contain predictions. The below illustration depicts a decision tree (specifically a classifier tree): Decision trees are of two primary types: classification and regression....

June 18, 2023 · 12 min · 2446 words · Abhinav Pradeep