Other packages > Find by keyword >

stacking  

Building Predictive Models with Stacking
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stacking", "0.2.1")



Attach the package and use:
library("stacking")
Maintained by
Akio Onogi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-11
Latest Update: 2025-01-16
Description:
Building predictive models with stacking which is a type of ensemble learning. Learners can be specified from those implemented in 'caret'. For more information of the package, see Nukui and Onogi (2023) <doi:10.1101/2023.06.06.543970>.
How to cite:
Akio Onogi (2023). stacking: Building Predictive Models with Stacking. R package version 0.2.1, https://cran.r-project.org/web/packages/stacking. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.0 (2023-06-11 13:20), 0.1.1 (2023-08-28 08:00), 0.1.2 (2023-09-01 10:20), 0.1.3 (2024-09-11 07:20)
Other packages that cited stacking R package
View stacking citation profile
Other R packages that stacking depends, imports, suggests or enhances
Complete documentation for stacking
Functions, R codes and Examples using the stacking R package
Some associated functions: stacking_predict . stacking_train . train_basemodel . train_basemodel_core . train_metamodel . 
Some associated R codes: stacking_predict.R . stacking_train.R . train_basemodel.R . train_basemodel_core.R . train_metamodel.R .  Full stacking package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

curtailment  
Finds Binary Outcome Designs Using Stochastic Curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency  
cesR  
Access the Canadian Election Study Datasets
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency  
keep  
Arrays with Better Control over Dimension Dropping
Provides arrays with flexible control over dimension dropping when subscripting. ...
Download / Learn more Package Citations See dependency  
gRain  
Bayesian Networks
Probability propagation in graphical independence networks, also known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency  
roxygen2  
In-Line Documentation for R
Generate your Rd documentation, 'NAMESPACE' file, and collation field using specially formatted com ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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