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= Outline of the slecture =
 
= Outline of the slecture =
  
* Introduction to support vector machines (SVM)
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* Linear discriminant functions
 
+
 
* Summary
 
* Summary
 
* References
 
* References
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== Introduction to support vector machines (SVM) ==
+
== Linear discriminant functions  ==
A linear machine is a classifier that divides the feature space into <math>\it{c}</math> decision regions<math>{R}</math>
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A support vector machine constructs a hyperplane to divide the feature space into different regions and

Revision as of 09:23, 1 May 2014


'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

  • Linear discriminant functions
  • Summary
  • References


Linear discriminant functions

A support vector machine constructs a hyperplane to divide the feature space into different regions and

Alumni Liaison

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

Dr. Paul Garrett