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 11 Apr. 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
03/1203/1403/1503/1903/2203/2703/2803/2903/3104/0204/0504/0604/07Downloads for hybridEnsemble12345678910TrendBars

Today's Hot Picks in Authors and Packages

extrafrail  
Estimation and Additional Tools for Alternative Shared Frailty Models
Provide estimation and data generation tools for some new multivariate frailty models. This version ...
Download / Learn more Package Citations See dependency  
GenAlgo  
Classes and Methods to Use Genetic Algorithms for Feature Selection
Defines classes and methods that can be used to implement genetic algorithms for feature selection. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
multIntTestFunc  
Provides Test Functions for Multivariate Integration
Provides implementations of functions that can be used to test multivariate integration routines. T ...
Download / Learn more Package Citations See dependency  
Rwtss  
Client for Web Time-Series Service
Allows remote access to satellite image time series provided by the web time series service (WTSS) ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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