Machine LearningLectures 4 & 5: Regularizers, basis functions and cross-validation slides.pdf Video 1 Video 2
talk.dvi
Support Vector Machine (and Statistical Learning Theory) Tutorial Jason Weston NEC Labs America 4 Independence Way, Princeton, USA. jasonw@nec-labs.com 1 Support Vector Machines: history • SVMs introduced in COLT-92 by Boser, Guyon & Vapnik. Became rather popular since. • Theoretically well motivated algorithm: developed from Statistical Learning Theory (Vapnik & Chervonenkis) since the 60s. • Emp
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