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   Rmixmod: the R package of the model-based unsupervised,supervised,and semi-supervised classification mixmod library  
   
نویسنده lebret r. ,iovleff s. ,langrognet f. ,biernacki c. ,celeux g. ,govaert g.
منبع journal of statistical software - 2015 - دوره : 67 - - کد همایش:
چکیده    Mixmod is a well-established software package for fitting mixture models of multivariate gaussian or multinomial probability distribution functions to a given dataset with either a clustering,a density estimation or a discriminant analysis purpose. the rmixmod s4 package provides an interface from the r statistical computing environment to the c++ core library of mixmod (mixmodlib). in this article,we give an overview of the model-based clustering and classification methods implemented,and we show how the r package rmixmod can be used for clustering and discriminant analysis. © 2015,american statistical association. all rights reserved.
کلیدواژه Discriminant analysis; Mixture models; Model-based clustering; R; Rmixmod; Visualization
آدرس laboratoire heudiasyc – université de technologie de compiègne and cnrs,laboratoire paul painlevé – université lille 1 and cnrs,villeneuve d’ascq cedex,59655, France, laboratoire paul painlevé – université lille 1 and cnrs,inria lille – nord europe,villeneuve d’ascq cedex,59655, France, laboratoire de mathématiques – cnrs and université de franche-comté,besançon cedex,25030, France, laboratoire paul painlevé – université lille 1 and cnrs,inria lille – nord europe,villeneuve d’ascq cedex,59655, France, inria saclay – île-de-france,dept. de mathématiques – université paris-sud,orsay cedex,91405, France, laboratoire heudiasyc,université de technologie de compiègne and cnrs,compiègne cedex,60205, France
 
     
   
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