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'''Bayes Error for Minimizing Risk''' <br /> | '''Bayes Error for Minimizing Risk''' <br /> | ||
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− | A slecture by Dennis Lee | + | A [https://www.projectrhea.org/learning/slectures.php slecture] by [[ECE]] student Dennis Lee |
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+ | Partly based on the [[2014_Spring_ECE_662_Boutin|ECE662 Spring 2014 lecture]] material of [[user:mboutin|Prof. Mireille Boutin]]. | ||
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Revision as of 14:47, 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.