Decision Tree

Stuff useful for learning Decision Trees.

Intro from Wikipedia

http://en.wikipedia.org/wiki/Decision_tree

 

Decision Trees

Chapter 3

Book

Machine Learning by Tom Mitchell

Online lecture at (Highly recommended)

http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml

 

Decision Tree Applet

http://webdocs.cs.ualberta.ca/~aixplore/learning/DecisionTrees/index.html

This applet explains in a great way how the selection policy of root node effects the decision tree. You can play with each of those policies and how the outcome varies.

 

http://en.wikipedia.org/wiki/ID3_algorithm

http://en.wikipedia.org/wiki/C4.5_algorithm

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