binr: Cut Numeric Values Into Evenly Distributed Groups (bins).

In binr: Cut Numeric Values into Evenly Distributed Groups

Cut Numeric Values Into Evenly Distributed Groups (bins).

Description

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.

Maintainer

Sergei Izrailev

Copyright

Copyright (C) Collective, Inc.; with portions Copyright (C) Jabiru Ventures LLC

License

Apache License, Version 2.0, available at http://www.apache.org/licenses/LICENSE-2.0

URL

http://github.com/jabiru/binr

Installation from github

devtools::install_github("jabiru/binr")

Author(s)

Sergei Izrailev

See Also

bins, bins.quantiles, bins.optimize, bins.greedy

binr documentation built on June 26, 2022, 9:05 a.m.