Statistical Data Mining B. D. Ripley May2002 c c B.D.Ripley1998–2002. MaterialfromRipley(1996)isB.D.Ripley1996. c MaterialfromVenablesandRipley(1999,2002)isSpringer-Verlag,NewYork 1994–2002. i Introduction This material is partly based on ...
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...Statistical data mining b d ripley may c materialfromripley is materialfromvenablesandripley springer verlag newyork i introduction this material partly based on venables andtheon linecomplements availableat http www stats ox ac uk pub mass mycopyrightagreements allow me to use the courses but no further distributionis allowed s code in version of notes was tested with plus for unix linuxand windows ands release minorchanges it workswithrversion thespecic add ons forthe thiscourse are available at bdr sdm all other libraries mentioned and win dows compiledversions fors availablefrom swin x from winlibs ii contents overviewofdatamining multivariateanalysis graphical methods clusteranalysis kohonen sself organizingmaps exploratoryprojectionpursuit anexampleofvisualization categoricaldata tree partitioningmethods implementation inrpart neural networks feed forwardneuralnetworks multiplelogisticregression discrimination neuralnetworksinclassication alookatsupportvector machines near neighb...