Decision Trees

Decision Trees Tutorial Decision Trees Tutorial- Tutorial Slides by Andrew Moore. A self-contained introduction to the flavor and terminology of data mining. Vanguard Vanguard- Software for management decision analysis. TreeAge Software, Inc. TreeAge Software, Inc.- Decision tree analysis software. Efficient Decision Tree Construction on Streaming Data 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 t… CRUISE Classification Tree 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 Primer Decision Tree Primer- Presents methods for analyzing decision trees, including exercises with solutions. Information on See5/C5.0 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. RainForest RainForest- A Framework for Fast Decision Tree Construction of Large Datasets Incremental Decision Tree Induction Incremental Decision Tree Induction- ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples. Game Theory and Business Strategy: Extensive Form Game Solver Applet Game Theory and Business Strategy: Extensive Form Game Solver Applet- An applet which solves extensive form games (multi-player decision trees). Mind Tools: Decision Tree Analysis Mind Tools: Decision Tree Analysis- Presents a worked example to explain the theory. SGI - MLC++: Tree Visualizer SGI - MLC++: Tree Visualizer- SGI's MineSet Tree Visualizer for viewing decision-trees.