Probability of a event conditioned to its distribution

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I have a sets of tweets each of which have a time-stamp. The time stamp shows when the tweet is created. Also every tweet is labeled. Assume that the distribution of time stamps is Gaussian and I computed every classes distribution. Now how can I compute the probability that each tweet belongs to each class conditioned to that classes distribution?