SVM

Lectures:

chap5_alternative_classification.pdf    SVM Kernel  SVM Summary

Tan Table

 

To visualize various kernels for SVMs (note it takes time to initialize)

http://www.eee.metu.edu.tr/~alatan/Courses/Demo/AppletSVM.html

 

 

 Reference Material: for the mathematical details of SVM

 http://patriciahoffmanphd.com/resources/papers/SVM/SupportVectorJune3.pdf

 

 

R-package that includes SVM

e1071.pdf 

 

 

Examples:

Support Vector Machine: svm1.R  , svmExamp.R

 

Data Files:

The Wine Data Set and the Iris Data Set are on UC Irvine's database web site

Sonar Data Sets:  sonar_test.csv   sonar_train.csv