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: 2023-04-03
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 02 Feb. 2025.
Previous versions and publish date:
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

bndovb  
Bounding Omitted Variable Bias Using Auxiliary Data
Functions to implement a Hwang(2021) estimator, which bounds an omitted v ...
Download / Learn more Package Citations See dependency  
listcompr  
List Comprehension for R
Syntactic shortcuts for creating synthetic lists, vectors, data frames, and matrices using list com ...
Download / Learn more Package Citations See dependency  
mbmixture  
Microbiome Mixture Analysis
Evaluate whether a microbiome sample is a mixture of two samples, by fitting a model for the number ...
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  
cleandata  
To Inspect and Manipulate Data; and to Keep Track of This Process
Functions to work with data frames to prepare data for further analysis. The functions for imputati ...
Download / Learn more Package Citations See dependency  
cptcity  
'cpt-city' Colour Gradients
Incorporates colour gradients from the 'cpt-city' web archive available at ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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