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binr

R package that 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.

See http://jabiru.github.io/binr/ for more details.

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install.packages('binr')

Monthly Downloads

551

Version

1.1

License

Apache License (== 2.0)

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Maintainer

Sergei Izrailev

Last Published

March 10th, 2015

Functions in binr (1.1)

bins

Cut Numeric Values Into Evenly Distributed Groups (Bins)
binr

Cut Numeric Values Into Evenly Distributed Groups (bins).
bins.optimize

Algorithms minimizing the binning error function bins.merr.
bins.quantiles

Quantile-based binning
bins.greedy

Greedy binning algorithm.