How to generate "Training set" and "test set" for naive Bayes classifier?

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I have a (data set) matrix of (0 1) data, which is generated from the noisy pixels. Now I want to classify it as "noisy" or "noise free".(I have lables matrix generated by the comparison of original image and noisy images). How I can do this? Please help

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