In the following link I found best simple explanation of Naive Bayes Classifier. I am posting it here for my own reference, but others too might find it useful. If you find any such useful explanations please share through the comments.
https://monkeylearn.com/blog/practical-explanation-naive-bayes-classifier/
https://monkeylearn.com/blog/practical-explanation-naive-bayes-classifier/