Line 1: Line 1:
 +
[[Category:slecture]]
 +
[[Category:ECE662Spring2014Boutin]]
 +
[[Category:ECE]]
 +
[[Category:ECE662]]
 +
[[Category:pattern recognition]]
 +
[[Category:MATLAB]]
 +
 
<center><font size= 4>
 
<center><font size= 4>
 
'''Bayes Error for Minimizing Risk''' <br />
 
'''Bayes Error for Minimizing Risk''' <br />
 
</font size>
 
</font size>
 
<font size=2>
 
<font size=2>
A slecture by Dennis Lee
+
A [https://www.projectrhea.org/learning/slectures.php slecture] by [[ECE]] student Dennis Lee
  
 
</font size>
 
</font size>
 +
Partly based on the [[2014_Spring_ECE_662_Boutin|ECE662 Spring 2014 lecture]] material of [[user:mboutin|Prof. Mireille Boutin]].
 
</center>
 
</center>
  

Revision as of 13:47, 12 April 2014


Bayes Error for Minimizing Risk
A slecture by ECE student Dennis Lee

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

Fig 1: Data for class 1 (crosses) and class 2 (circles). In all cases, Prob($ \omega_1 $) = Prob($ \omega_2 $) = 0.5. Misclassified points are shown in red. Values of $ \mu_1 $, $ \mu_2 $, and $ \Sigma $ are given in Eqs. (------) - (----------). As the figures show, the separating hyperplanes shift depending on the values of $ c_{12} $ and $ c_{21} $.

References

[2]. Mireille Boutin, "ECE662: Statistical Pattern Recognition and Decision Making Processes," Purdue University, Spring 2014.



Alumni Liaison

Correspondence Chess Grandmaster and Purdue Alumni

Prof. Dan Fleetwood