What are Decision Tree Algorithms? 🌳

This article will cover one of the most advanced algorithms and most widely used in analytical applications. This is an extensive subject, as we have several algorithms and various techniques for working with decision trees. On the other hand, these algorithms are among the most powerful in Machine Learning and are easy to interpret. So, let's start by defining what decision trees are and their representation through machine learning algorithms. For decision tree learning models, we will study some algorithms with C4.5, C5.0, CART, and ID3.