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:Cansu Alakus [aut, cre], Denis Larocque [aut], Aurelie Labbe [aut], Hemant Ishwaran [ctb], Udaya B. Kogalur [ctb]

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'))

Peer review:

Bug tracker:https://github.com/calakus/rfpredinterval/issues

Uses libs:
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

openmp

1.70 score 3 scripts 286 downloads 5 exports 88 dependencies

Last updated 1 years agofrom:f9165bda88. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 02 2024
R-4.5-linux-x86_64OKDec 02 2024

Exports:piallpibfplot.rfpredintervalprint.rfpredintervalrfpi

Dependencies:ashbase64encbitbit64bslibcachemclicliprcolorspacecpp11crayondata.tabledata.treeDiagrammeRdigestdplyrevaluatefansifarverfastmapFNNfontawesomefsgenericsggplot2gluegtablehdrcdehighrhmshtmltoolshtmlwidgetsigraphisobandjquerylibjsonlitekernlabKernSmoothknitrkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmemoisemgcvmimemulticoolmunsellmvtnormnlmepillarpkgconfigpracmaprettyunitsprogresspurrrR6rangerrappdirsRColorBrewerRcppRcppEigenreadrrlangrmarkdownrstudioapisassscalesstringistringrtibbletidyrtidyselecttinytextzdbutf8vctrsviridisLitevisNetworkvroomwithrxfunyaml