Other packages > Find by keyword >

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 22 Dec. 2024.
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA