Package: binr 1.2
Sergei Izrailev
binr: Cut Numeric Values into Evenly Distributed Groups
Implementation of 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_1.2.tar.gz
binr_1.2.zip(r-4.5)binr_1.2.zip(r-4.4)binr_1.2.zip(r-4.3)
binr_1.2.tgz(r-4.4-any)binr_1.2.tgz(r-4.3-any)
binr_1.2.tar.gz(r-4.5-noble)binr_1.2.tar.gz(r-4.4-noble)
binr_1.2.tgz(r-4.4-emscripten)binr_1.2.tgz(r-4.3-emscripten)
binr.pdf |binr.html✨
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 7 years agofrom:aca1542411. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 11 2024 |
| R-4.5-win | WARNING | Nov 11 2024 |
| R-4.5-linux | WARNING | Nov 11 2024 |
| R-4.4-win | WARNING | Nov 11 2024 |
| R-4.4-mac | WARNING | Nov 11 2024 |
| R-4.3-win | WARNING | Nov 11 2024 |
| R-4.3-mac | WARNING | Nov 11 2024 |
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). | binr-package binr |
| Cut Numeric Values Into Evenly Distributed Groups (Bins) | bins bins.data.frame bins.default bins.getvals bins.merr predict.binr |
| Greedy binning algorithm. | bins.greedy bins.greedy.impl |
| Algorithms minimizing the binning error function 'bins.merr'. | bins.merge bins.merge.iter bins.move bins.move.iter bins.optimize bins.split bins.split.iter |
| Quantile-based binning | bins.quantiles |
