solitude: An Implementation of Isolation Forest (original) (raw)
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 |
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