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:
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-4.5-any)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')) |
Bug tracker:https://github.com/talegari/solitude/issues
isolation-forestoutliersrpackages
Last updated 4 years agofrom:5609a4c8c1. Checks:1 OK, 7 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 29 2025 |
| R-4.5-win | NOTE | Jan 29 2025 |
| R-4.5-mac | NOTE | Jan 29 2025 |
| R-4.5-linux | NOTE | Jan 29 2025 |
| R-4.4-win | NOTE | Jan 29 2025 |
| R-4.4-mac | NOTE | Jan 29 2025 |
| R-4.3-win | NOTE | Jan 29 2025 |
| R-4.3-mac | NOTE | Jan 29 2025 |
Exports:isolationForestterminalNodesDepth
Dependencies:clicodetoolscpp11data.tabledigestfuturefuture.applyglobalsglueigraphlatticelgrlifecyclelistenvmagrittrMatrixparallellypkgconfigR6rangerRcppRcppEigenrlangvctrs
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 |
