CRAN/E | solitude

solitude

An Implementation of Isolation Forest

Installation

About

Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detection (Liu, Ting and Zhou doi:10.1145/2133360.2133363).

github.com/talegari/solitude
Bug report File report

Key Metrics

Version 1.1.3
R ≥ 3.5.0
Published 2021-07-29 973 days ago
Needs compilation? no
License GPL-3
CRAN checks solitude results

Downloads

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Last 7 days 359 -20%
Last 30 days 2.616 -22%
Last 90 days 7.733 +38%
Last 365 days 28.514 -32%

Maintainer

Maintainer

Komala Sheshachala Srikanth

sri.teach@gmail.com

Authors

Komala Sheshachala Srikanth

aut / cre

David Zimmermann

ctb

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

solitude archive

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

Reverse Imports

fmf