Directory Help Search only in Decision TreesSearch the Web

Decision Trees

Reference > Knowledge Management > Knowledge Creation > Problem Solving > Decision Trees

Go to Directory Home

Related Categories:
    Computers > Artificial Intelligence > Machine Learning  (258)
    Science > Math > Statistics > Bayesian Analysis  (22)

Web Pages

Viewing in Google PageRank order               View in alphabetical order

	Information on See5/C5.0 - http://www.rulequest.com/see5-info.html Data Mining Tools See5 and C5.0 - classifiers that are expressed as decision trees or sets of if-then rules.
	TreeAge Software, Inc. - http://www.treeage.com Decision tree analysis software.
	Mind Tools: Decision Tree Analysis - http://www.mindtools.com/dectree.html Presents a worked example to explain the theory.
	SGI - MLC++: Tree Visualizer - http://www.sgi.com/tech/mlc/trees.html SGI's MineSet Tree Visualizer for viewing decision-trees.
	Vanguard - http://www.vanguardsw.com Software for management decision analysis.

	CRUISE Classification Tree - http://www.stat.wisc.edu/~loh/cruise.html CRUISE is a statistical decision tree algorithm for classification. It is an improved descendant of an older algorithm called FACT.
	Decision Tree Forests - http://www.dtreg.com/treeforest.htm 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.
	Decision Trees Tutorial - http://www.autonlab.org/tutorials/dtree.html Tutorial Slides by Andrew Moore. A self-contained introduction to the flavor and terminology of data mining.
	Chapter 6 - Decision Trees - http://ai.stanford.edu/people/nilsson/MLDraftBook/ch6-ml.pdf Chapter Six of Introduction to Machine Learning - Notes by Nils J. Nilsson.
	Decision Tree Primer - http://www.public.asu.edu/~kirkwood/DAStuff/decisiontrees/ Presents methods for analyzing decision trees, including exercises with solutions.

	Meta Decision Trees - http://ai.ijs.si/bernard/mdts/ 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.
	Efficient Decision Tree Construction on Streaming Data - http://www.cse.ohio-state.edu/~agrawal/p/sigkdd03.pdf This paper addresses the problem of decision tree construction in mining streaming data and introduces two new techniques that improve the efficiency of Domingos and Hulten algorithm.
	Incremental Decision Tree Induction - http://www-lrn.cs.umass.edu/iti/ ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples.
	Game Theory and Business Strategy: Extensive Form Game Solver Applet - http://www.gametheory.net/Mike/applets/ExtensiveForm/ An applet which solves extensive form games (multi-player decision trees).
	Decision Tree Analysis Using ODBCMine - http://www.intsysr.com/odbcmine.htm ODBCMine generates decision trees from ODBC databases using the C4.5 data-mining algorithm.

	RainForest - http://www.cs.cornell.edu/johannes/papers/1998/vldb1998-rainforest.pdf A Framework for Fast Decision Tree Construction of Large Datasets
	Learning from Data: Decision Trees - http://www.anc.ed.ac.uk/~amos/lfd/lectures/decisiontree.pdf Lecture about decision trees by Amos Storkey.
	Clustering vs. DecisionTrees - http://www.clustan.com/clustering_v_decision_trees.html Comparison between the "bottom up" hierarchical clustering approach and "top down" splitting as used in decision tree segmentation.
	Genetic Decision Tree Building - http://nand.net/~paras/genetic_decision_trees/ An alternative to ID3 method of building decision trees that uses a genetic algorithm.
	IBM Systems Journal: A decision-tree-based symbolic rule induction system for text categorization - http://www.findarticles.com/p/articles/mi_m0ISJ/is_3_41/ai_91469715 Full text of the article, 'A decision-tree-based symbolic rule induction system for text categorization' from IBM Systems Journal, a publication in the field of Computers and Technology, is provided free of charge by LookSmart's FindArticles service.

Help build the largest human-edited directory on the web. Submit a Site - Open Directory Project - Become an Editor

Modified by Google - ©2009 Google
Advertise with Us - Jobs, Press, Cool Stuff...