How to implement TF_IDF with Naive Bayes

I am trying to implement a naive Bayes classifier to analyze moods. I plan to use the TF-IDF weight measure. I'm just a little stuck. NB usually uses the frequency of a word (function) to find the maximum probability. So, how do I present the TF-IDF weight measure in naive bayes?

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You can visit the next blog post which details how you calculate TFIDF.

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