Data Preprocessing, Binning for Classification and Regression
Creates bins given breaks
A convenience functon for creating breaks with various methods.
Create breaks using decision trees (recursive partitioning)
Create breaks using earth (i.e. MARS)
Create Jenks breaks
Create kmeans breaks.
Create breaks using mdlp
gets the default parameters for each method.
Various supervised and unsupervised binning tools including using entropy, recursive partition methods and clustering.