Other packages > Find by keyword >

hybridEnsemble  

Build, Deploy and Evaluate Hybrid Ensembles
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hybridEnsemble", "1.7.9")



Attach the package and use:
library("hybridEnsemble")
Maintained by
Michel Ballings
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-12-19
Latest Update:
Description:
Functions to build and deploy a hybrid ensemble consisting of different sub-ensembles such as bagged logistic regressions, random forest, stochastic boosting, kernel factory, bagged neural networks, bagged support vector machines, rotation forest, bagged k-nearest neighbors, and bagged naive Bayes. Functions to cross-validate the hybrid ensemble and plot and summarize the results are also provided. There is also a function to assess the importance of the predictors.
How to cite:
Michel Ballings (2013). hybridEnsemble: Build, Deploy and Evaluate Hybrid Ensembles. R package version 1.7.9, https://cran.r-project.org/web/packages/hybridEnsemble. Accessed 27 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:48), 0.1.0 (2013-12-19 15:14), 0.1.1 (2014-03-23 19:02), 1.0.0 (2015-05-30 16:22), 1.7.8 (2022-05-10 19:40), 1.7.9 (2023-03-08 15:50)
Other packages that cited hybridEnsemble R package
View hybridEnsemble citation profile
Other R packages that hybridEnsemble depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  
lmmpar  
Parallel Linear Mixed Model
Embarrassingly Parallel Linear Mixed Model calculations spread across local cores which repeat until ...
Download / Learn more Package Citations See dependency  
BetterReg  
Better Statistics for OLS and Binomial Logistic Regression
Provides squared semi partial correlations, tolerance, Mahalanobis, Likelihood Ratio Chi Square, and ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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