Other packages > Find by keyword >

ROBOSRMSMOTE  

Robust Oversampling with RM-SMOTE for Imbalanced Classification
View on CRAN: Click here


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

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

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



Attach the package and use:
library("ROBOSRMSMOTE")
Maintained by
Zainab Subhi Mahmood Hawrami
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-09
Latest Update: 2026-03-09
Description:
Provides the ROBOSRMSMOTE (Robust Oversampling with RM-SMOTE) framework for imbalanced classification tasks. This package extends Mahalanobis distance-based oversampling techniques by integrating robust covariance estimators to better handle outliers and complex data distributions. The implemented methodology builds upon and significantly expands the RM-SMOTE algorithm originally proposed by Taban et al. (2025) <doi:10.1007/s10260-025-00819-8>.
How to cite:
Zainab Subhi Mahmood Hawrami (2026). ROBOSRMSMOTE: Robust Oversampling with RM-SMOTE for Imbalanced Classification. R package version 1.0.0, https://cran.r-project.org/web/packages/ROBOSRMSMOTE. Accessed 16 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited ROBOSRMSMOTE R package
View ROBOSRMSMOTE citation profile
Other R packages that ROBOSRMSMOTE depends, imports, suggests or enhances
Complete documentation for ROBOSRMSMOTE
Functions, R codes and Examples using the ROBOSRMSMOTE R package
Full ROBOSRMSMOTE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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