Sunday, November 2, 2008

Decision Tree - ID3 algorithm

This tutorial shows how to implement the ID3 induction tree algorithm (supervised learning) on a dataset. We analyze the famous "breast cancer wisconsin" dataset.

Keywords: decision tree, classification tree, ID3, supervised learning
Components: Supervised Learning, ID3
Tutorial: enDecisionTree.pdf
Dataset: breast.bdm
R. Quinlan, " Induction of Decision Trees ", Machine Learning, 1, 81-106, 1986.