Classification using Naive Bayes classifier

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I want to classify some segmented region into two class A and B using Naive Bayes classifier using some extracted features of that image. How can I computed the probability of each features

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Image Analyst
Image Analyst 2014-1-3
Look at lots of pictures and see how often each feature is present. Not sure what else to say or how to answer.

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