Directory: Top/Reference/Knowledge_Management/Knowledge_Creation/Problem_Solving/Decision

Top / Reference / Knowledge_Management / Knowledge_Creation / Problem_Solving / Decision_Trees /

Mind Tools: Decision Tree Analysis
Presents a worked example to explain the theory.
http://www.mindtools.com/dectree.html
Mindtools.com ~ Site Info Whois Trace Route RBL Check

Game Theory and Business Strategy: Extensive Form Game Solver Applet
An applet which solves extensive form games (multi-player decision trees).
http://www.gametheory.net/Mike/applets/ExtensiveForm/
Gametheory.net ~ Site Info Whois Trace Route RBL Check

Incremental Decision Tree Induction
ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples.
http://www-lrn.cs.umass.edu/iti/
Umass.edu ~ Site Info Whois Trace Route RBL Check

RainForest
A Framework for Fast Decision Tree Construction of Large Datasets
http://www.cs.cornell.edu/johannes/papers/1998/vldb1998-rainforest.pdf
Cornell.edu ~ Site Info Whois Trace Route RBL Check

Information on See5/C5.0
Data Mining Tools See5 and C5.0 - classifiers that are expressed as decision trees or sets of if-then rules.
http://www.rulequest.com/see5-info.html
Rulequest.com ~ Site Info Whois Trace Route RBL Check

Decision Tree Forests
DTREG generates a Decision Tree Forest that is an ensemble (collection) of decision trees whose predictions are combined to make the overall prediction for the forest.
http://www.dtreg.com/treeforest.htm
Dtreg.com ~ Site Info Whois Trace Route RBL Check

Decision Tree Primer
Presents methods for analyzing decision trees, including exercises with solutions.
http://www.public.asu.edu/~kirkwood/DAStuff/decisiontrees/
Asu.edu ~ Site Info Whois Trace Route RBL Check

Meta Decision Trees
Meta Decision Trees are a novel method for combining multiple classifiers. MDT leaves specify which base-level classifier should be used, instead of predicting the class value directly.
http://ai.ijs.si/bernard/mdts/
Ijs.si ~ Site Info Whois Trace Route RBL Check

SGI - MLC++: Tree Visualizer
SGI's MineSet Tree Visualizer for viewing decision-trees.
http://www.sgi.com/tech/mlc/trees.html
Sgi.com ~ Site Info Whois Trace Route RBL Check

Chapter 6 - Decision Trees
Chapter Six of Introduction to Machine Learning - Notes by Nils J. Nilsson.
http://ai.stanford.edu/people/nilsson/MLDraftBook/ch6-ml.pdf
Stanford.edu ~ Site Info Whois Trace Route RBL Check