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binst (version 0.2.1)

Data Preprocessing, Binning for Classification and Regression

Description

Various supervised and unsupervised binning tools including using entropy, recursive partition methods and clustering.

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Install

install.packages('binst')

Monthly Downloads

253

Version

0.2.1

License

MIT + file LICENSE

Issues

4

Pull Requests

0

Stars

2

Forks

1

Maintainer

Chapman Siu

Last Published

January 5th, 2018

Functions in binst (0.2.1)

create_bins

Creates bins given breaks
create_breaks

A convenience functon for creating breaks with various methods.
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.
create_dtbreaks

Create breaks using decision trees (recursive partitioning)
create_earthbreaks

Create breaks using earth (i.e. MARS)