Learn how the ID3 algorithm builds decision trees from your data, and how to use it in Python and improve its results with some techniques.

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ID3 algorithm is the key algorithm of decision tree. For the shortcoming that ID3 algorithm tends to choose attribute which has many values, attribute importance was introduced to improve ID3 ...

Abstract: as the classical algorithm of the decision tree classification algorithm, ID3 is famous for the merits of high classifying speed easy, strong learning ability and easy construction. But when ...

This repository contains a simple implementation of the ID3 decision tree learning algorithm in Python. The ID3 algorithm is a popular machine learning algorithm used for building decision trees based ...