Lecture 14 - Support Vector Machines

Support Vector Machines - One of the most successful learning algorithms; getting a complex model at the price of a simple one. Lecture 14 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App - https://itunes.apple.com/us/course/machine-learning/id515364596 and on the course website - http://work.caltech.edu/telecourse.html
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This lecture was recorded on May 17, 2012, in Hameetman Auditorium at Caltech, Pasadena, CA, USA.