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:
binr_1.1.2.tar.gz
binr_1.1.2.zip(r-4.7)binr_1.1.2.zip(r-4.6)binr_1.1.2.zip(r-4.5)
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✨
card.svg |card.png
binr/json (API)
NEWS
| # 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
Last updated from:f499de4a76. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 194 | ||
| source / vignettes | OK | 116 | ||
| linux-release-x86_64 | OK | 97 | ||
| macos-release-arm64 | OK | 99 | ||
| macos-oldrel-arm64 | OK | 79 | ||
| windows-devel | OK | 67 | ||
| windows-release | OK | 56 | ||
| windows-oldrel | OK | 75 | ||
| wasm-release | OK | 99 |
Exports:binsbins.getvalsbins.greedybins.greedy.implbins.mergebins.merge.iterbins.merrbins.movebins.quantilesbins.splitbins.split.iter
Dependencies:
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 |
