The Bayesian approach to classifying a new instance is to assign the most probable target value, $v_{nb}$, given the attribute values $ \langle a_1, a_2... a_n\rangle $ that describe the instance. Now we can estimate the two terms in equation (1) based on the training data.
from My Pocket http://www.eggie5.com/66-naive-bayes-classifier-implementation
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