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-any)solitude_1.1.3.zip(r-4.6-any)solitude_1.1.3.zip(r-4.5-any)
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✨
DESCRIPTION |NEWS
card.svg |card.png
solitude/json (API)

# 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

5.32 score 25 stars 1 packages 140 scripts 862 downloads 2 mentions 2 exports 24 dependencies

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

Target	Result	Time
linux-devel	NOTE	145
source / vignettes	OK	223
linux-release	NOTE	138
macos-release	NOTE	104
macos-oldrel	NOTE	122
windows-devel	NOTE	114
windows-release	NOTE	144
windows-oldrel	NOTE	90
wasm-release	OK	135

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