Decision Tree Classifier in Python

Description

In decision-making is one of the famous area in machine learning. In this tutorial, after introducing the decision tree, we will explain how to program a decision tree in Python.

 

Content title:

Introduction of the decision tree

Decision Tree Programming in Python

Apply iris data to the decision tree in Python

Pruning and bagging

Introduction of random forest

Random forest programming in Python

Introducing boosting

Example 1 Random forest programming

Example 2 Improved decision tree programming