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CMAR » Historique » Version 7

François Rioult, 19/09/2012 18:58

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h1. CMAR - Classification with multiple association rules
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This Ariane graph implements CMAR, a well known supervised classification method with association rules.





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!https://forge.greyc.fr/attachments/195/cmar1.png!





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The parameters are the following:





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1. the number of validations





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2. the absolute minsup threshold





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3. the number of accepted exceptions





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The input is the well know _iris_ database, which has 3 classes (on the first column).





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The cross-validation is handled by the _for_ loop, which will accumulate the result of the process. That is why there is a _touch_ input, which creates an empty file with the _echo -n_ command.





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!https://forge.greyc.fr/attachments/196/cmar2.png!