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solitude  

An Implementation of Isolation Forest
View on CRAN: Click here


Download and install solitude package within the R console
Install from CRAN:
install.packages("solitude")

Install from Github:
library("remotes")
install_github("cran/solitude")

Install by package version:
library("remotes")
install_version("solitude", "1.1.3")



Attach the package and use:
library("solitude")
Maintained by
Komala Sheshachala Srikanth
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-11-14
Latest Update: 2021-07-29
Description:
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detection (Liu, Ting and Zhou <doi:10.1145/2133360.2133363>).
How to cite:
Komala Sheshachala Srikanth (2018). solitude: An Implementation of Isolation Forest. R package version 1.1.3, https://cran.r-project.org/web/packages/solitude. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.0 (2018-11-14 10:20), 0.1.3 (2019-06-05 16:30), 0.2.0 (2019-08-24 22:00), 0.2.1 (2019-12-07 10:00), 1.0.0 (2020-07-04 01:10), 1.0.1 (2020-07-07 11:20), 1.1.1 (2020-09-17 12:10)
Other packages that cited solitude R package
View solitude citation profile
Other R packages that solitude depends, imports, suggests or enhances
Complete documentation for solitude
Functions, R codes and Examples using the solitude R package
Some associated functions: is_integerish . isolationForest . solitude . terminalNodesDepth . terminalNodesDepthPerTree . 
Some associated R codes: isolationForest_r6.R . package_solitude.R . terminal_nodes.R . utils.R .  Full solitude package functions and examples
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