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:

5.68 score 11 stars 3 packages 97 scripts 538 downloads 11 exports 0 dependencies

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

Target	Result	Time
linux-devel-x86_64	OK	98
source / vignettes	OK	141
linux-release-x86_64	OK	108
macos-release-arm64	OK	76
macos-oldrel-arm64	OK	72
windows-devel	OK	69
windows-release	OK	58
windows-oldrel	OK	58
wasm-release	OK	101

Exports:bins bins.getvals bins.greedy bins.greedy.impl bins.merge bins.merge.iter bins.merr bins.move bins.quantiles bins.split bins.split.iter

Dependencies:

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cut Numeric Values Into Evenly Distributed Groups (Bins)	bins
Extract Cut Points from Bins Object	bins.getvals
Greedy binning algorithm	bins.greedy bins.greedy.impl
Binning Error Function	bins.merr
Algorithms for Binning Optimization	bins.merge bins.merge.iter bins.move bins.move.iter bins.optimize bins.split bins.split.iter
Quantile-based binning	bins.quantiles