Package: RFpredInterval 1.0.8
Cansu Alakus
RFpredInterval: Prediction Intervals with Random Forests and Boosted Forests
Implements various prediction interval methods with random forests and boosted forests. The package has two main functions: pibf() produces prediction intervals with boosted forests (PIBF) as described in Alakus et al. (2022) <doi:10.32614/RJ-2022-012> and rfpi() builds 15 distinct variations of prediction intervals with random forests (RFPI) proposed by Roy and Larocque (2020) <doi:10.1177/0962280219829885>.
Authors:
RFpredInterval_1.0.8.tar.gz
RFpredInterval_1.0.8.zip(r-4.5)RFpredInterval_1.0.8.zip(r-4.4)RFpredInterval_1.0.8.zip(r-4.3)
RFpredInterval_1.0.8.tgz(r-4.4-x86_64)RFpredInterval_1.0.8.tgz(r-4.4-arm64)RFpredInterval_1.0.8.tgz(r-4.3-x86_64)RFpredInterval_1.0.8.tgz(r-4.3-arm64)
RFpredInterval_1.0.8.tar.gz(r-4.5-noble)RFpredInterval_1.0.8.tar.gz(r-4.4-noble)
RFpredInterval_1.0.8.tgz(r-4.4-emscripten)RFpredInterval_1.0.8.tgz(r-4.3-emscripten)
RFpredInterval.pdf |RFpredInterval.html✨
RFpredInterval/json (API)
NEWS
| # Install 'RFpredInterval' in R: |
| install.packages('RFpredInterval', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/calakus/rfpredinterval/issues
- BostonHousing - Boston housing data set
archivedpackagesr-universeopenmp
Last updated 11 days agofrom:a5b2a349c4 (on package/RFpredInterval). Checks:7 OK, 2 ERROR. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 10 2025 |
| R-4.5-win-x86_64 | ERROR | Jan 10 2025 |
| R-4.5-linux-x86_64 | ERROR | Jan 10 2025 |
| R-4.4-win-x86_64 | OK | Jan 10 2025 |
| R-4.4-mac-x86_64 | OK | Jan 10 2025 |
| R-4.4-mac-aarch64 | OK | Jan 10 2025 |
| R-4.3-win-x86_64 | OK | Jan 10 2025 |
| R-4.3-mac-x86_64 | OK | Jan 10 2025 |
| R-4.3-mac-aarch64 | OK | Jan 10 2025 |
Exports:piallpibfplot.rfpredintervalprint.rfpredintervalrfpi
Dependencies:ashbase64encbitbit64bslibcachemclicliprcolorspacecpp11crayondata.tabledata.treeDiagrammeRdigestdplyrevaluatefansifarverfastmapFNNfontawesomefsgenericsggplot2gluegtablehdrcdehighrhmshtmltoolshtmlwidgetsigraphisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmunsellmvtnormnlmepillarpkgconfigpracmaprettyunitsprogresspurrrR6rangerrappdirsRColorBrewerRcppRcppEigenreadrrlangrmarkdownrstudioapisassscalesstringistringrtibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| RFpredInterval: A package for building prediction intervals with random forests and boosted forests | RFpredInterval-package |
| Boston housing data set | BostonHousing |
| Prediction intervals with all methods | piall |
| Prediction intervals with boosted forests | pibf |
| Plot constructed prediction intervals for '('rfpredinterval', 'piall')' objects | plot.rfpredinterval |
| Print summary output | print.rfpredinterval |
| Prediction intervals with random forests | rfpi |
