SVM and oneclass SVM

References:

http://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf

http://www.quora.com/What-are-C-and-gamma-with-regards-to-a-support-vector-machine

http://stats.stackexchange.com/questions/76365/examples-for-one-class-svm-in-r

http://en.wikibooks.org/wiki/Data_Mining_Algorithms_In_R/Classification/SVM

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Reproducing kernel Hilbert spaces

http://www.gatsby.ucl.ac.uk/~gretton/coursefiles/    ….lot of info

http://www.gatsby.ucl.ac.uk/~gretton/coursefiles/Slides4A.pdf   …good to start

http://videolectures.net/epsrcws08_dodd_fadm/?q=rkhs … intro to rkhs

http://videolectures.net/epsrcws08_campbell_isvm/

http://videolectures.net/epsrcws08_campbell_kbm/  …svm

http://videolectures.net/mlss04_scholkopf_ikm/?q=kernel%20methods  …kernel methods   Bernhard Schölkopf,