Other packages > Find by keyword >

outqrf  

Find the Outlier by Quantile Random Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("outqrf", "1.0.0")



Attach the package and use:
library("outqrf")
Maintained by
Tengfei Xu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-10
Latest Update:
Description:
Provides a method to find the outlier in custom data by quantile random forests method. Introduced by Meinshausen Nicolai (2006) <https://dl.acm.org/doi/10.5555/1248547.1248582>. It directly calls the ranger() function of the 'ranger' package to perform data fitting and prediction. We also implement the evaluation of outlier prediction results. Compared with random forest detection of outliers, this method has higher accuracy and stability on large datasets.
How to cite:
Tengfei Xu (2024). outqrf: Find the Outlier by Quantile Random Forests. R package version 1.0.0, https://cran.r-project.org/web/packages/outqrf. Accessed 25 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:38), 1.0.0 (2024-09-10 11:10)
Other packages that cited outqrf R package
View outqrf citation profile
Other R packages that outqrf depends, imports, suggests or enhances
Complete documentation for outqrf
Functions, R codes and Examples using the outqrf R package
Full outqrf package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

fstcore  
R Bindings to the 'Fstlib' Library
The 'fstlib' library provides multithreaded serialization of compressed data frames using the 'fst' ...
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  
CTT  
Classical Test Theory Functions
A collection of common test and item analyses from a classical test theory (CTT) framework. Analyses ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.aRnova  
R Commander Plug-in for Repeated-Measures ANOVA
R Commander plug-in for repeated-measures and mixed-design ('split-plot') ANOVA. It adds a new men ...
Download / Learn more Package Citations See dependency  
nlstools  
Tools for Nonlinear Regression Analysis
Several tools for assessing the quality of fit of a gaussian nonlinear model are provided. ...
Download / Learn more Package Citations See dependency  
imputeTS  
Time Series Missing Value Imputation
Imputation (replacement) of missing values in univariate time series. Offers several imputation fu ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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