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-4.7)solitude_1.1.3.zip(r-4.6)solitude_1.1.3.zip(r-4.5)
solitude_1.1.3.tgz(r-4.6-any)solitude_1.1.3.tgz(r-4.5-any)
solitude_1.1.3.tar.gz(r-4.7-any)solitude_1.1.3.tar.gz(r-4.6-any)
solitude_1.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
solitude/json (API)
NEWS

# Install 'solitude' in R:

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

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

On CRAN:

isolation-forest outliers rpackages

4.86 score 25 stars 107 scripts 1.3k downloads 2 mentions 2 exports 24 dependencies

Last updated from:5609a4c8c1. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	159
source / vignettes	OK	203
linux-release-x86_64	NOTE	137
macos-release-arm64	NOTE	122
macos-oldrel-arm64	NOTE	159
windows-devel	NOTE	121
windows-release	NOTE	92
windows-oldrel	NOTE	92
wasm-release	OK	151

Exports:isolationForest terminalNodesDepth

Dependencies:cli codetools cpp11 data.table digest future future.apply globals glue igraph lattice lgr lifecycle listenv magrittr Matrix parallelly pkgconfig R6 ranger Rcpp RcppEigen rlang vctrs

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Check for a single integer	is_integerish
Fit an Isolation Forest	isolationForest
An Implementation of Isolation Forest	solitude-package solitude
Depth of each terminal node of all trees in a ranger model	terminalNodesDepth
Depth of each terminal node of a single tree in a ranger model	terminalNodesDepthPerTree