Other packages > Find by keyword >

EnsembleCV  

Extensible Package for Cross-Validation-Based Integration of Base Learners
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EnsembleCV", "0.9")



Attach the package and use:
library("EnsembleCV")
Maintained by
Alireza S. Mahani
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-11-26
Latest Update:
Description:
Extends the base classes and methods of EnsembleBase package for cross-validation-based integration of base learners. Default implementation calculates average of repeated CV errors, and selects the base learner / configuration with minimum average error. The package takes advantage of the file method provided in EnsembleBase package for writing estimation objects to disk in order to circumvent RAM bottleneck. Special save and load methods are provided to allow estimation objects to be saved to permanent files on disk, and to be loaded again into temporary files in a later R session. The package can be extended, e.g. by adding variants of the current implementation.
How to cite:
Alireza S. Mahani (2014). EnsembleCV: Extensible Package for Cross-Validation-Based Integration of Base Learners. R package version 0.9, https://cran.r-project.org/web/packages/EnsembleCV. Accessed 12 Mar. 2026.
Previous versions and publish date:
0.7.1 (2015-01-01 05:41), 0.7 (2014-11-26 00:59), 0.8 (2016-09-13 22:20), 0.9 (2025-03-29 18:20)
Other packages that cited EnsembleCV R package
View EnsembleCV citation profile
Other R packages that EnsembleCV depends, imports, suggests or enhances
Complete documentation for EnsembleCV
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

funnelR  
Funnel Plots for Proportion Data
A set of simplified functions for creating funnel plots for proportion data. This package supports u ...
Download / Learn more Package Citations See dependency  
riskCommunicator  
G-Computation to Estimate Interpretable Epidemiological Effects
Estimates flexible epidemiological effect measures including both differences and ratios using the p ...
Download / Learn more Package Citations See dependency  
threewords  
Represent Precise Coordinates in Three Words
A connector to the 'What3Words' (http://what3words.co ...
Download / Learn more Package Citations See dependency  
sloop  
Helpers for 'OOP' in R
A collection of helper functions designed to help you to better understand object oriented programmi ...
Download / Learn more Package Citations See dependency  
impactflu  
Quantification of Population-Level Impact of Vaccination
Implements the compartment model from Tokars (2018) . This ena ...
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  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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