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Naive Bayes Classifier - Is Naive Bayes a bad classifier?


Unfortunately, in practice, the naive Bayes classifier frequently fails to account for the fact that input characteristics are not always independent of one another. In spite of this oversimplification, the naive Bayes classifier has several practical uses due to its effectiveness and efficiency.