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solitude (version 1.1.3)

An Implementation of Isolation Forest

Description

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

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Install

install.packages('solitude')

Monthly Downloads

1,647

Version

1.1.3

License

GPL-3

Issues

2

Pull Requests

0

Stars

24

Forks

3

Maintainer

KS Srikanth

Last Published

July 29th, 2021

Functions in solitude (1.1.3)

isolationForest

Fit an Isolation Forest
is_integerish

Check for a single integer
solitude

An Implementation of Isolation Forest
terminalNodesDepthPerTree

Depth of each terminal node of a single tree in a ranger model
terminalNodesDepth

Depth of each terminal node of all trees in a ranger model