A Decision Tree is a graphical representation of a procedure for classifying or evaluating an item or task. A decision tree represents a function that maps each element of its domain to an element of its range. Decision trees are often used as a method for making practical inductive inferences.
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- SGI - MLC++: Tree Visualizer SGI's MineSet Tree Visualizer for viewing decision-trees.
- Mind Tools: Decision Tree Analysis Presents a worked example to explain the theory.
- 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.
- RainForest A Framework for Fast Decision Tree Construction of Large Datasets
- 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.
- Decision Tree Primer Presents methods for analyzing decision trees, including exercises with solutions.
- CRUISE Classification Tree CRUISE is a statistical decision tree algorithm for classification. It is an improved descendant of an older algorithm called FACT.
- 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.
- TreeAge Software, Inc. Decision tree analysis software.
- Vanguard Software for management decision analysis.
- Decision Trees Tutorial Tutorial Slides by Andrew Moore. A self-contained introduction to the flavor and terminology of data mining.