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DATA SCIENCE EXPLAINED The assumption of independence underlying naive Bayes classification may be unrealistic, but it doesn’t always hinder performance — this article explains why. Naive Bayes classifiers are based on Bayes theorem and work surprisingly well despite their naive assumption of conditional independence amongst input variables.
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