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In the case of imbalanced classes, a confusion-matrix is an efficient method to summarize the functionality of the classification algorithm. Naive Bayes classifier – Naive Bayes classification system relies on Bayes’ theorem. it's termed as ‘Naive’ since it assumes independence among just about every set of characteristics in the data. All