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 26 Aug. 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

RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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