PDF-Featureselection,L1vs.L2regularization,androtationalinvarianceAndrewY.

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rotationallyinvariantalgorithmwhichalsoincludesSVMsneuralnetworksandmanyotheralgorithmshasaworstcasesamplecomplexitythatgrowsatleastlinearlyinthenumberofirrelevantfeaturesevenifonlyasinglefeature

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