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R Data Analysis Cookbook - Second Edition by Kuntal Ganguly

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Binning numerical data

Sometimes, we need to convert numerical data to categorical data or a factor. For example, Naive Bayes classification requires all variables (independent and dependent) to be categorical. In other situations, we may want to apply a classification method to a problem where the dependent variable is numeric but needs to be categorical.

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