binr: Cut Numeric Values into Evenly Distributed Groups

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.

Author
Sergei Izrailev
Date of publication
2015-03-10 19:47:32
Maintainer
Sergei Izrailev <sizrailev@jabiruventures.com>
License
Apache License (== 2.0)
Version
1.1
URLs

View on CRAN

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

Files in this package

binr
binr/inst
binr/inst/binr_1.0.pdf
binr/inst/COPYRIGHTS
binr/inst/binr_1.1.pdf
binr/inst/genpdfdoc.sh
binr/NAMESPACE
binr/NEWS
binr/R
binr/R/bins.R
binr/R/optimize.R
binr/R/greedy.R
binr/R/binr-package.R
binr/R/quantiles.R
binr/README.md
binr/MD5
binr/DESCRIPTION
binr/man
binr/man/binr.Rd
binr/man/bins.greedy.Rd
binr/man/bins.Rd
binr/man/bins.quantiles.Rd
binr/man/bins.optimize.Rd