Revision as of 08:59, 1 May 2014 by Liu192 (Talk | contribs)


'Support Vector Machine and its Applications in Classification Problems
A slecture by Xing Liu

Partially based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.


NOTE FROM INSTRUCTOR: I DO NOT COVER THIS TOPIC IN MY LECTURES. YOUR SLECTURE IS SUPPOSED TO BE BASED ON MY TEACHING MATERIAL. -PM



Outline of the slecture

  • Introduction to support vector machines (SVM)
  • Summary
  • References


Introduction to support vector machines (SVM)

A linear machine is a classifier that divides the feature space into $ \it{c} $ decision regions$ {R} $

Alumni Liaison

Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett