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AC2
, provides graphical tools for data preparation and builing decision trees.
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Alice d′Isoft 6.0
, a streamlined version of ISoft′s decision-tree-based AC2 data-mining product, is designed for mainstream business users.
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C5.0/See5
, constructs classifiers in the form of decision trees and rulesets. Includes latest innovations such as boosting.
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CART 5.0 decision-tree software
, multiple winners of KDD Cup. Advanced facilities for data mining, data pre-processing and predictive modeling including bagging and arcing.
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Compumine Rule Discovery System
, has a complete coverage of rule-based predictive modeling methods for both classification and regression, with a user-friendly interface.
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DrawBTree
, Binary Decision Tree flowcharting software, as well as examples of how these flowcharts are used in documents.
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DTREG
, generates classification and regression decision trees; finds optimal tree size; supports variable costs, priors and variable weights. Download free demo version.
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Decisionhouse
, provides data extraction, management, pre-processing and visualization, plus customer profiling, segmentation and geographical display.
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Fair, Isaac Model Builder for Decision Trees
, advanced tree-building software that leverages your data and your business expertise to guide you in strategy development.
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KnowledgeSEEKER
, high performance interactive decision tree analytical tool.
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Neusciences aXi.DecisionTree
, ActiveX Control for building a decision tree. Handles discrete and continuous problems and can extract rules from the tree.
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PolyAnalyst
, includes an information Gain decision tree among its 11 algorithms.
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Purple Insight MineSet
, offering decision trees and other classification methods.
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Shih Tree Builder
, Classifier/regression/probability tree, manual/automatic split, pruning, priors, misclassification costs, train/test parallel monitoring, mixed algorithms, exhausitive search of possible splits.
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SPSS AnswerTree
, easy to use package with CHAID and other decision tree algorithms. Includes decision tree export in XML format.
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XpertRule Miner
(Attar Software), provides graphical decision trees with the ability to embed as ActiveX components.
free and shareware:
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C4.5
, the "classic" decision-tree tool, developed by J. R. Quinlan, (restricted distribution).
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BTreePseudo
, pseudo-code for a decision-tree program.
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Classification Tree in Excel
, from Angshuman Saha
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DM-II system
, includes CBA for classification based on associations, and many more features.
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GAtree
, genetic induction and visualization of decision trees (free and commercial versions available).
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IND
, provides Gini and C4.5 style decision trees and more. Publicly available from NASA but with export restrictions.
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LMDT
, builds Linear Machine Decision Trees (based on Brodley and Utgoff papers).
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Mangrove
, a tool for visualization of decision tree learning,
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OC1
, decision tree system continuous feature values; builds decision trees with linear combinations of attributes at each internal node; these trees then partition the space of examples with both oblique and axis-parallel hyperplanes.
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ODBCMINE
, analyzes ODBC databases using C4.5, and outputs simple IF..ELSE decision rules in ascii.
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PC4.5
, a parallel version of C4.5 built with Persistent Linda (PLinda) system.
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SMILES
, advanced decision tree learner, with new splitting criteria, non-greedy search, extraction of different solutions, boosting, cost-sensitive learning, and more.
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Random forests from Leo Breiman
, a combination of tree predictors such that each tree depends on the values of a random vector sampled independently and with the same distribution for all trees in the forest.
凡是有該標志的文章，都是該blog博主Caoer（草兒）原創，凡是索引、收藏
、轉載請注明來處和原文作者。非常感謝。
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