Data Preprocessing, Binning for Classification and Regression

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Documentation for package ‘binst’ version 0.2.1

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create_bins Creates bins given breaks
create_breaks A convenience functon for creating breaks with various methods.
create_dtbreaks Create breaks using decision trees (recursive partitioning)
create_earthbreaks Create breaks using earth (i.e. MARS)
create_jenksbreaks Create Jenks breaks
create_kmeansbreaks Create kmeans breaks.
create_mdlpbreaks Create breaks using mdlp
get_control gets the default parameters for each method.