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.