Other packages > Find by keyword >

TrustworthyMLR  

Stability and Robustness Evaluation for Machine Learning Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TrustworthyMLR", "0.1.0")



Attach the package and use:
library("TrustworthyMLR")
Maintained by
Ali Hamza
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-20
Latest Update: 2026-02-20
Description:
Provides tools for evaluating the trustworthiness of machine learning models in production and research settings. Computes a Stability Index that quantifies the consistency of model predictions across multiple runs or resamples, and a Robustness Score that measures model resilience under small input perturbations. Designed for data scientists, ML engineers, and researchers who need to monitor and ensure model reliability, reproducibility, and deployment readiness.
How to cite:
Ali Hamza (2026). TrustworthyMLR: Stability and Robustness Evaluation for Machine Learning Models. R package version 0.1.0, https://cran.r-project.org/web/packages/TrustworthyMLR. Accessed 25 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited TrustworthyMLR R package
View TrustworthyMLR citation profile
Other R packages that TrustworthyMLR depends, imports, suggests or enhances
Complete documentation for TrustworthyMLR
Functions, R codes and Examples using the TrustworthyMLR R package
Full TrustworthyMLR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

guardianapi  
Access 'The Guardian' Newspaper Open Data API
Access to 'The Guardian' newspaper's open API , containing ...
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  
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  
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  
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  

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