binr: Cut Numeric Values into Evenly Distributed Groups
Version 1.1

Implementation of algorithms for cutting numerical values exhibiting a potentially highly skewed distribution into evenly distributed groups (bins). This functionality can be applied for binning discrete values, such as counts, as well as for discretization of continuous values, for example, during generation of features used in machine learning algorithms.

AuthorSergei Izrailev
Date of publication2015-03-10 19:47:32
MaintainerSergei Izrailev <sizrailev@jabiruventures.com>
LicenseApache License (== 2.0)
Version1.1
URL http://github.com/jabiru/binr
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("binr")

Getting started

README.md

Popular man pages

binr: Cut Numeric Values Into Evenly Distributed Groups (bins).
bins: Cut Numeric Values Into Evenly Distributed Groups (Bins)
bins.greedy: Greedy binning algorithm.
bins.optimize: Algorithms minimizing the binning error function 'bins.merr'.
bins.quantiles: Quantile-based binning
See all...

All man pages Function index File listing

Man pages

binr: Cut Numeric Values Into Evenly Distributed Groups (bins).
bins: Cut Numeric Values Into Evenly Distributed Groups (Bins)
bins.greedy: Greedy binning algorithm.
bins.optimize: Algorithms minimizing the binning error function 'bins.merr'.
bins.quantiles: Quantile-based binning

Functions

binr Man page
binr-package Man page
bins Man page Source code
bins.getvals Man page Source code
bins.greedy Man page Source code
bins.greedy.impl Man page Source code
bins.merge Man page Source code
bins.merge.iter Man page Source code
bins.merr Man page Source code
bins.move Man page Source code
bins.move.iter Man page Source code
bins.optimize Man page
bins.quantiles Man page Source code
bins.split Man page Source code
bins.split.iter Man page Source code

Files

inst
inst/binr_1.0.pdf
inst/COPYRIGHTS
inst/binr_1.1.pdf
inst/genpdfdoc.sh
NAMESPACE
NEWS
R
R/bins.R
R/optimize.R
R/greedy.R
R/binr-package.R
R/quantiles.R
README.md
MD5
DESCRIPTION
man
man/binr.Rd
man/bins.greedy.Rd
man/bins.Rd
man/bins.quantiles.Rd
man/bins.optimize.Rd
binr documentation built on May 19, 2017, 1:51 p.m.

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