Other packages > Find by keyword >

stressor  

Algorithms for Testing Models under Stress
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stressor", "0.2.0")



Attach the package and use:
library("stressor")
Maintained by
Sam Haycock
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-31
Latest Update: 2024-05-01
Description:
Traditional model evaluation metrics fail to capture model performance under less than ideal conditions. This package employs techniques to evaluate models "under-stress". This includes testing models' extrapolation ability, or testing accuracy on specific sub-samples of the overall model space. Details describing stress-testing methods in this package are provided in Haycock (2023) <doi:10.26076/2am5-9f67>. The other primary contribution of this package is provided to R users access to the 'Python' library 'PyCaret' <https://pycaret.org/> for quick and easy access to auto-tuned machine learning models.
How to cite:
Sam Haycock (2024). stressor: Algorithms for Testing Models under Stress. R package version 0.2.0, https://cran.r-project.org/web/packages/stressor. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:10), 0.1.0 (2024-01-31 15:40)
Other packages that cited stressor R package
View stressor citation profile
Other R packages that stressor depends, imports, suggests or enhances
Complete documentation for stressor
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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