Materials about SVMs

Post date: Nov 13, 2013 9:17:4 PM

I don't have lecture notes for SVMs ready, the following are very good resources to read about them

  1. A Tutorial on Support Vector Machines for Pattern Recognition http://research.microsoft.com/pubs/67119/svmtutorial.pdf

    1. SVM lecture notes from A. Ng http://cs229.stanford.edu/notes/cs229-notes3.pdf

    2. A practical guide to SVM classification http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf

The original Support Vector Machine paper is "Support-Vector Networks" by C. Cortes and V. Vapnik