The Decision Tree Algorithm: Fighting Over-Fitting Issue – Part(1): What is over-fitting?
What is this post about, and what is next? Hi there!!! Let’s cut to the chase, shall we?! You have this decision tree algorithm, coded…
Tag: algorithm
The Decision Tree Algorithm: Information Gain
Which attribute to choose? (Part-2) Today we are going to touch on something quite exciting. In our previous post we talked about Entropy of a…
The Decision Tree Algorithm: Entropy
Which Attribute to Choose? (Part1) In our last post, we introduced the idea of the decision trees (DTs) and you understood the big picture. Now…
The Decision Tree Algorithm: A Gentle Introduction
What will you learn? You will learn how a decision tree works but without going to the details. For example, you will NOT learn about…
Machine Learning vs. Algorithms
What is an Algorithm? An algorithm describes the way to do something, step-by-step in the necessary order! As an observant reader would realize, this means…