Other packages > Find by keyword >

performanceEstimation  

An Infra-Structure for Performance Estimation of Predictive Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("performanceEstimation", "1.1.0")



Attach the package and use:
library("performanceEstimation")
Maintained by
Luis Torgo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-12-29
Latest Update:
Description:
An infra-structure for estimating the predictive performance of predictive models. In this context, it can also be used to compare and/or select among different alternative ways of solving one or more predictive tasks. The main goal of the package is to provide a generic infra-structure to estimate the values of different metrics of predictive performance using different estimation procedures. These estimation tasks can be applied to any solutions (workflows) to the predictive tasks. The package provides easy to use standard workflows that allow the usage of any available R modeling algorithm together with some pre-defined data pre-processing steps and also prediction post- processing methods. It also provides means for addressing issues related with the statistical significance of the observed differences.
How to cite:
Luis Torgo (2013). performanceEstimation: An Infra-Structure for Performance Estimation of Predictive Models. R package version 1.1.0, https://cran.r-project.org/web/packages/performanceEstimation. Accessed 08 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:40), 0.1.1 (2014-03-11 19:31), 0.1 (2013-12-29 14:54), 1.0.0 (2014-12-06 00:05), 1.0.1 (2015-06-17 01:45), 1.0.2 (2015-09-07 18:18), 1.1.0 (2016-10-13 20:37)
Other packages that cited performanceEstimation R package
View performanceEstimation citation profile
Other R packages that performanceEstimation depends, imports, suggests or enhances
Complete documentation for performanceEstimation
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

eDMA  
Dynamic Model Averaging with Grid Search
Perform dynamic model averaging with grid search as in Dangl and Halling (2012) ...
Download / Learn more Package Citations See dependency  
imguR  
An Imgur.com API Client Package
A complete API client for the image hosting service Imgur.com, including the an imgur graphics devic ...
Download / Learn more Package Citations See dependency  
kriens  
Continuation Passing Style Development
Provides basic functions for Continuation-Passing Style development. ...
Download / Learn more Package Citations See dependency  
shinymodels  
Interactive Assessments of Models
Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the ...
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  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

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