Package: binr 1.1.2

Sergei Izrailev

binr: Cut Numeric Values into Evenly Distributed Groups

Package binr (pronounced as "binner") provides 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.

Authors:Sergei Izrailev [aut, cre]

binr_1.1.2.tar.gz
binr_1.1.2.zip(r-4.7-any)binr_1.1.2.zip(r-4.6-any)binr_1.1.2.zip(r-4.5-any)
binr_1.1.2.tgz(r-4.6-any)binr_1.1.2.tgz(r-4.5-any)
binr_1.1.2.tar.gz(r-4.7-any)binr_1.1.2.tar.gz(r-4.6-any)
binr_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
binr/json (API)

# Install 'binr' in R:
install.packages('binr', repos = c('https://jabiru.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jabiru/binr/issues

On CRAN:

Conda:

5.64 score 11 stars 3 packages 88 scripts 533 downloads 11 exports 0 dependencies

Last updated from:f499de4a76. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK118
source / vignettesOK128
linux-releaseOK92
macos-releaseOK115
macos-oldrelOK108
windows-develOK56
windows-releaseOK113
windows-oldrelOK117
wasm-releaseOK84

Exports:binsbins.getvalsbins.greedybins.greedy.implbins.mergebins.merge.iterbins.merrbins.movebins.quantilesbins.splitbins.split.iter

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Cut Numeric Values Into Evenly Distributed Groups (Bins)bins
Extract Cut Points from Bins Objectbins.getvals
Greedy binning algorithmbins.greedy bins.greedy.impl
Binning Error Functionbins.merr
Algorithms for Binning Optimizationbins.merge bins.merge.iter bins.move bins.move.iter bins.optimize bins.split bins.split.iter
Quantile-based binningbins.quantiles