Package: binst 0.2.1
binst: Data Preprocessing, Binning for Classification and Regression
Various supervised and unsupervised binning tools including using entropy, recursive partition methods and clustering.
Authors:
binst_0.2.1.tar.gz
binst_0.2.1.zip(r-4.5)binst_0.2.1.zip(r-4.4)binst_0.2.1.zip(r-4.3)
binst_0.2.1.tgz(r-4.4-any)binst_0.2.1.tgz(r-4.3-any)
binst_0.2.1.tar.gz(r-4.5-noble)binst_0.2.1.tar.gz(r-4.4-noble)
binst_0.2.1.tgz(r-4.4-emscripten)binst_0.2.1.tgz(r-4.3-emscripten)
binst.pdf |binst.html✨
binst/json (API)
| # Install 'binst' in R: |
| install.packages('binst', repos = c('https://sourdoughcat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jules-and-dave/binst/issues
Last updated 7 years agofrom:00e5e2a78f. Checks:7 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 08 2025 |
| R-4.5-win | OK | Jan 08 2025 |
| R-4.5-linux | OK | Jan 08 2025 |
| R-4.4-win | OK | Jan 08 2025 |
| R-4.4-mac | OK | Jan 08 2025 |
| R-4.3-win | OK | Jan 08 2025 |
| R-4.3-mac | OK | Jan 08 2025 |
Exports:create_binscreate_breakscreate_dtbreakscreate_earthbreakscreate_jenksbreakscreate_kmeansbreakscreate_mdlpbreaksget_control
Dependencies:rpart
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Creates bins given breaks | create_bins |
| A convenience functon for creating breaks with various methods. | create_breaks |
| Create breaks using decision trees (recursive partitioning) | create_dtbreaks |
| Create breaks using earth (i.e. MARS) | create_earthbreaks |
| Create Jenks breaks | create_jenksbreaks |
| Create kmeans breaks. | create_kmeansbreaks |
| Create breaks using mdlp | create_mdlpbreaks |
| gets the default parameters for each method. | get_control |
