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Simple Classification Models: LDA, QDA and Linear Regression

Finally, my website was set free from the hacker–at least for now ^_^. In my backup directory, I found some notes I made for the Pattern Recognition class I taught in Spring 2010. The notes contains the details of the derivation of

  • Linear Discriminant Analysis (LDA) and Quadratic Discriminant Analysis (QDA) [pdf]
  • Linear Regression for Classification [pdf]

Hope this can be useful.

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