Dimension Reduction A Guided Tour
DimensionReductionAGuidedTourgiveatutorialoverviewofseveralfoundationalmethodsfordimensionreduction.Wedividethemethodsintoprojectivemethodsandmethodsthatmodelthemanifoldonwhichthedatalies.Forprojectivemethods,wereviewprojectionpursuit,principalcomponentanalysis(PCA),kernelPCA,probabilis
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