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MLlib only supports the multinomial-variant of Naive Bayes. The Bernoulli version of Naive Bayes is more useful for situations where the features are binary values.
Update PySpark MLlib NaiveBayes API to take model type parameter for Bernoulli fit
Refactor NaiveBayes to support discrete and continuous labels,features
[Github] Pull Request #4087 (leahmcguire)