• [Note]ESL笔记-第12章 Flexible Discriminants

  1 min read   ·   March 22, 2015

  2015   ·   SVM   Kernel     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL笔记-第11章 Neural Networks

  2 min read   ·   February 24, 2015

  2015   ·   NN   BP     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL-第10章 Boosting and Additive Trees

  2 min read   ·   August 9, 2014

  2014   ·   boosting   GBM   adaboost     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL-第9章 Additive Models, Trees, and Related Methods

  2 min read   ·   April 26, 2014

  2014   ·   additive   tree   MARS   CART     ·   The_Elements_of_Statistical_Learning  

• [Note]ESL-第8章 Model Inference and Averaging (三)

  1 min read   ·   February 9, 2014

  2014   ·   bagging   bootstrap   stacking   bumping     ·   The_Elements_of_Statistical_Learning