Sponsored Links
Knowledge Management
Knowledge Management From Experts. Reduce Escalations By 16%. Contact!
www.kana.com
Knowledge Management Tool
Empower non-technical users to interact w/ data like never before.
www.connotate.com
Decision Tree Tool
Free 30 Day Trial - Create Business Diagrams in Minutes with Mind Maps!
www.mindjet.com
Directory Sites
Mind Tools: Decision Tree Analysis
Presents a worked example to explain the theory.
www.mindtools.com
Game Theory and Business Strategy: Extensive Form Game Solver Applet
An applet which solves extensive form games (multi-player decision trees).
www.gametheory.net
From Howard J. Hamilton's CS Course: Knowledge Discovery in Databases.
www2.cs.uregina.ca
On Growing Better Decision Trees from Data
PhD Thesis - Kolluru Venkata Sreerama Murthy
www.tigr.org
Incremental Decision Tree Induction
ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples.
www-lrn.cs.umass.edu
Advanced analysis model included in SAS Enterprise Miner.
www.sas.com
A Framework for Fast Decision Tree Construction of Large Datasets (PDF)
www.cs.cornell.edu
Data Mining Tools See5 and C5.0 - classifiers that are expressed as decision trees or sets of if-then rules.
www.rulequest.com
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.
www.dtreg.com
Presents methods for analyzing decision trees, including exercises with solutions.
www.public.asu.edu
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.
ai.ijs.si
Decision Rings: Making Decision Trees Visual & non-Mathematical
This paper presents an alternative way of representing and solving the decision tree for nontechnical audiences.
ite.pubs.informs.org
SGI's MineSet Tree Visualizer for viewing decision-trees.
www.sgi.com
Chapter Six of Introduction to Machine Learning - Notes by Nils J. Nilsson. (PDF)
ai.stanford.edu
CRUISE is a statistical decision tree algorithm for classification. It is an improved descendant of an older algorithm called FACT.
www.stat.wisc.edu