The Decision Tree Algorithm: Fighting Over-Fitting Issue – Part(2): Reduced Error Pruning
What is this post about? In the previous post, we learned all about what over-fitting is, and why over-fitting to our training data could easily…
Tag: decisiontrees
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…
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…