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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>).

Version: 1.1.3
Depends: R (≥ 3.5.0)
Imports: ranger (≥ 0.11.0), data.table (≥ 1.11.4), igraph (≥ 1.2.2), future.apply (≥ 0.2.0), R6 (≥ 2.4.0), lgr (≥ 0.3.4)
Suggests: tidyverse, uwot, mlbench, rsample
Published: 2021-07-29
DOI: 10.32614/CRAN.package.solitude
Author: Komala Sheshachala Srikanth [aut, cre], David Zimmermann [ctb]
Maintainer: Komala Sheshachala Srikanth <sri.teach at gmail.com>
BugReports: https://github.com/talegari/solitude/issues
License: GPL-3
URL: https://github.com/talegari/solitude
NeedsCompilation: no
Materials: NEWS
CRAN checks: solitude results

Documentation:

Reference manual: solitude.pdf

Downloads:

Package source: solitude_1.1.3.tar.gz
Windows binaries: r-devel: solitude_1.1.3.zip, r-release: solitude_1.1.3.zip, r-oldrel: solitude_1.1.3.zip
macOS binaries: r-release (arm64): solitude_1.1.3.tgz, r-oldrel (arm64): solitude_1.1.3.tgz, r-release (x86_64): solitude_1.1.3.tgz, r-oldrel (x86_64): solitude_1.1.3.tgz
Old sources: solitude archive

Reverse dependencies:

Reverse imports: fmf

Linking:

Please use the canonical form https://CRAN.R-project.org/package=solitude to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.