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Walk us through the basic principles of Naive Bayes algorithm. How do you determine the threshold for classification in your Naive Bayes model?

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Interview question asked to Data Scientists interviewing at Reddit, LendingClub, Niantic and others: Walk us through the basic principles of Naive Bayes algorithm. How do you determine the threshold for classification in your Naive Bayes model?.