Other packages > Find by keyword >

metaEnsembleR  

Automated Intuitive Package for Meta-Ensemble Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("metaEnsembleR", "0.1.0")



Attach the package and use:
library("metaEnsembleR")
Maintained by
Ajay Arunachalam
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-19
Latest Update: 2020-11-19
Description:
Extends the base classes and methods of 'caret' package for integration of base learners. The user can input the number of different base learners, and specify the final learner, along with the train-validation-test data partition split ratio. The predictions on the unseen new data is the resultant of the ensemble meta-learning of the heterogeneous learners aimed to reduce the generalization error in the predictive models. It significantly lowers the barrier for the practitioners to apply heterogeneous ensemble learning techniques in an amateur fashion to their everyday predictive problems.
How to cite:
Ajay Arunachalam (2020). metaEnsembleR: Automated Intuitive Package for Meta-Ensemble Learning. R package version 0.1.0, https://cran.r-project.org/web/packages/metaEnsembleR. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited metaEnsembleR R package
View metaEnsembleR citation profile
Other R packages that metaEnsembleR depends, imports, suggests or enhances
Complete documentation for metaEnsembleR
Functions, R codes and Examples using the metaEnsembleR R package
Some associated functions: ensembler.classifier . ensembler.regression . 
Some associated R codes: metaEnsemble.R .  Full metaEnsembleR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
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  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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