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CMAR » Historique » Révision 7

Révision 6 (François Rioult, 19/09/2012 18:57) → Révision 7/9 (François Rioult, 19/09/2012 18:58)

h1. CMAR - Classification with multiple association rules 

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

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

 The parameters are the following: 
 1. the number of validations 
 2. the absolute minsup threshold 
 3. the number of accepted exceptions 

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

 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_ @echo -n@ command. 

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