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| About site: Knowledge Management/Knowledge Creation/Problem Solving/Decision Trees - Information on See5/C5.0 |
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| About site: http://www.rulequest.com/see5-info.html |
Title: Knowledge Management/Knowledge Creation/Problem Solving/Decision Trees - 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. |
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Information on See5/C5.0 Data Mining Tools See5 and C5.0Data mining is all about extracting patterns from an organization'sstored or warehoused data.These patterns can be used to gain insight into aspects of the organization'soperations, and to predict outcomes for future situations as anaid to decision-making.Patterns often concern the categories to whichsituations belong. For example, is a loan applicant creditworthyor not? Will a certain segment of the population ignore a mailout orrespond to it? Will a process give high, medium, or low yield ona batch of raw material?See5 (Windows 2000/Xp/Vista)andits Unix counterpart C5.0are sophisticated data mining tools fordiscovering patterns that delineate categories,assembling them into classifiers,and using them to make predictions.Some important features: See5/C5.0 has been designed to analyse substantial databases containing thousands to hundreds of thousands of records and tens to hundreds of numeric, time, date, or nominal fields. See5/C5.0 also takes advantage of processors with quad cores, up to four CPUs, or Intel Hyper-Threading to speed up the analysis. To maximize interpretability, See5/C5.0 classifiers are expressed as decision trees or sets of if-then rules, forms that are generally easier to understand than neural networks. See5/C5.0 is available for Windows 2000/Xp/Vista, Linux, and Solaris. See5/C5.0 is easy to use and does not presume any special knowledge of Statistics or Machine Learning (although these don't hurt, either!) RuleQuest provides C source code so that classifiers constructed by See5/C5.0 can be embedded in your organization's own systems.If you would like to learn more about See5/C5.0 or try outthe systems, here are some useful links: You may have used an earlier system of mine called C4.5. This comparison highlights the advances embodied in See5/C5.0. A few sample applications show the sorts of results achievable with See5/C5.0. Links to several publications by See5/C5.0 users are available here. Tutorials describing and illustrating the use of See5/C5.0 are available for the Windows and Unix versions. Free demonstration versions (limited to small datasets) and the public code to read and interpret See5/C5.0 classifiers are available from our downloads page. An on-line form is provided for obtaining a ten-day evaluation licence for See5 or C5.0. If you have tried earlier versions of See5/C5.0, here is a summary of new features in Release 2.05. © RULEQUEST RESEARCH 2007 Last updated November 2007 home products download evaluations prices purchase contact us |
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Data | Mining | Tools | See5 | and | C5.0 | - | classifiers | that | are | expressed | as | decision | trees | or | sets | of | if-then | rules. |
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