The Elements of Statistical Learning 统计学习精要
ChapterWhat’snew1.Introduction2.OverviewofSupervisedLearning3.LinearMethodsforRegressionLARalgorithmandgeneralizationsofthelasso4.LinearMethodsforClassificationLassopathforlogisticregression5.BasisExpansionsandRegulariza-tionAdditionalillustrationsofRKHS6.KernelSmoothingMethods7.ModelAs
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