Package: solitude 1.1.3

solitude: An Implementation of Isolation Forest

Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detection (Liu, Ting and Zhou <doi:10.1145/2133360.2133363>).

Authors:Komala Sheshachala Srikanth [aut, cre], David Zimmermann [ctb]

solitude_1.1.3.tar.gz
solitude_1.1.3.zip(r-4.5)solitude_1.1.3.zip(r-4.4)solitude_1.1.3.zip(r-4.3)
solitude_1.1.3.tgz(r-4.4-any)solitude_1.1.3.tgz(r-4.3-any)
solitude_1.1.3.tar.gz(r-4.5-noble)solitude_1.1.3.tar.gz(r-4.4-noble)
solitude_1.1.3.tgz(r-4.4-emscripten)solitude_1.1.3.tgz(r-4.3-emscripten)
solitude.pdf |solitude.html
solitude/json (API)
NEWS

# Install 'solitude' in R:
install.packages('solitude', repos = c('https://talegari.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/talegari/solitude/issues

On CRAN:

isolation-forestoutliersrpackages

5.16 score 24 stars 1 packages 65 scripts 1.5k downloads 2 mentions 2 exports 24 dependencies

Last updated 3 years agofrom:5609a4c8c1. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winNOTEOct 31 2024
R-4.5-linuxNOTEOct 31 2024
R-4.4-winNOTEOct 31 2024
R-4.4-macNOTEOct 31 2024
R-4.3-winNOTEOct 31 2024
R-4.3-macNOTEOct 31 2024

Exports:isolationForestterminalNodesDepth

Dependencies:clicodetoolscpp11data.tabledigestfuturefuture.applyglobalsglueigraphlatticelgrlifecyclelistenvmagrittrMatrixparallellypkgconfigR6rangerRcppRcppEigenrlangvctrs