Big Data, Machine Learning, Probability.
The Naive Bayes is linear classifier using Bayes Theorem and strong independence condition among features. Given a data set with n features represented by Naive Bayes states the probability of output: Y from features F_i is, This requires that the features F_i are conditionally independent. From