Model Trees | Ensembles By Committees | Instance-Based Corrections | Model tuning | Extracting Rules | Variable Importance | Exporting the Model Using the RuleQuest file format | Current Limitations
Package: Cubist 0.6.0.9000
Cubist: Rule- And Instance-Based Regression Modeling
Regression modeling using rules with added instance-based corrections.
Authors:
Cubist_0.6.0.9000.tar.gz
Cubist_0.6.0.9000.zip(r-4.7)Cubist_0.6.0.9000.zip(r-4.6)Cubist_0.6.0.9000.zip(r-4.5)
Cubist_0.6.0.9000.tgz(r-4.6-x86_64)Cubist_0.6.0.9000.tgz(r-4.6-arm64)Cubist_0.6.0.9000.tgz(r-4.5-x86_64)Cubist_0.6.0.9000.tgz(r-4.5-arm64)
Cubist_0.6.0.9000.tar.gz(r-4.7-arm64)Cubist_0.6.0.9000.tar.gz(r-4.7-x86_64)Cubist_0.6.0.9000.tar.gz(r-4.6-arm64)Cubist_0.6.0.9000.tar.gz(r-4.6-x86_64)
Cubist_0.6.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
Cubist/json (API)
| # Install 'Cubist' in R: |
| install.packages('Cubist', repos = c('https://topepo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/topepo/cubist/issues
Pkgdown/docs site:https://topepo.github.io
Last updated from:49fa248b40. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 177 | ||
| linux-devel-x86_64 | OK | 161 | ||
| source / vignettes | OK | 259 | ||
| linux-release-arm64 | OK | 153 | ||
| linux-release-x86_64 | OK | 163 | ||
| macos-release-arm64 | OK | 102 | ||
| macos-release-x86_64 | OK | 323 | ||
| macos-oldrel-arm64 | OK | 111 | ||
| macos-oldrel-x86_64 | OK | 513 | ||
| windows-devel | OK | 116 | ||
| windows-release | OK | 114 | ||
| windows-oldrel | OK | 110 | ||
| wasm-release | OK | 171 |
Exports:cubistcubistControlexportCubistFilesmakeDataFilemakeNamesFileQuinlanAttributes
Dependencies:cligluelatticelifecyclemagrittrplyrRcppreshape2rlangstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a Cubist model | cubist cubist.default |
| Various parameters that control aspects of the Cubist fit. | cubistControl |
| Visualization of Cubist Rules and Equations | dotplot.cubist |
| Export Cubist Information To the File System | exportCubistFiles |
| Predict method for cubist fits | predict.cubist |
| Summarizing Cubist Fits | summary.cubist |
