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Naive Bayes

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Naive Bayes

naive_bayes.NaiveBayes(attributes, prior, ...)

InMemoryModel implementation of the NaiveBayes algorithm.

Methods:

NaiveBayes.get_attributes()	Returns the model attributes.
NaiveBayes.predict(X)	Predicts using the input matrix.
NaiveBayes.predict_proba(X)	Computes the model's probabilites using the input matrix.
NaiveBayes.predict_proba_sql(X)	Returns the SQL code needed to deploy the model probabilities using its attributes.
NaiveBayes.predict_sql(X)	Returns the SQL code needed to deploy the model.
NaiveBayes.set_attributes(**kwargs)	Sets the model attributes.

Attributes:

NaiveBayes.object_type

Must be overridden in child class