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Can you use a Bayes classifier to determine if something is NOT in a defined class?

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Problem Detail: 

I know I can use a Bayes classifier to determine if something is one of N classes, but can I also determine if something is NOT in any of the predefined classes? Or will a Bayes classifier only find the closest class?

Asked By : ngramsky
Answered By : elexhobby

Create an extra class whose membership means "belongs to none of the predefined classes".

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Question Source : http://cs.stackexchange.com/questions/23125

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