Package: RFpredInterval 1.0.8
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.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://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/calakus/rfpredinterval/issues
- BostonHousing - Boston housing data set
Last updated 1 years agofrom:f9165bda88. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 02 2024 |
R-4.5-linux-x86_64 | OK | Dec 02 2024 |
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 |