- Clustering vs. DecisionTrees - Comparison between the "bottom up" hierarchical clustering approach and "top down" splitting as used in decision tree segmentation.
- CRUISE Classification Tree - CRUISE is a statistical decision tree algorithm for classification. It is an improved descendant of an older algorithm called FACT.
- 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.
- Decision Tree Primer - Presents methods for analyzing decision trees, including exercises with solutions.
- Decision Trees Tutorial - Tutorial Slides by Andrew Moore. A self-contained introduction to the flavor and terminology of data mining.
- Efficient Decision Tree Construction on Streaming Data - 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.
- Game Theory and Business Strategy: Extensive Form Game Solver Applet - An applet which solves extensive form games (multi-player decision trees).
- Incremental Decision Tree Induction - ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples.
- 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.
- 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.
- Mind Tools: Decision Tree Analysis - Presents a worked example to explain the theory.
- RainForest - A Framework for Fast Decision Tree Construction of Large Datasets
- SGI - MLC++: Tree Visualizer - SGI's MineSet Tree Visualizer for viewing decision-trees.
- TreeAge Software, Inc. - Decision tree analysis software.
- Vanguard - Software for management decision analysis.
