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Introduction to Data Binning

Data binning, also known variously as bucketing, discretization, categorization, or quantization, is a way to simplify and compress a column of data, by reducing the number of possible values or levels represented in the data. SPM leverages essential features of the CART decision tree to deliver a variety of ways to discretize data. SPM discretization can be performed for either continuous or categorical data, and for either numeric or textual data.

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Tags: supervised binning, quantization, categorization, discretization, bucketing, binning, data binning

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