Could you guide us through the Naive Bayes algorithm and the basis for setting its classification threshold?

Interview question asked to Machine Learning Engineers interviewing at Nuro, Mozilla, Whatsapp and others: Could you guide us through the Naive Bayes algorithm and the basis for setting its classification threshold?.