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stacks  

Tidy Model Stacking
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("stacks", "1.0.5")



Attach the package and use:
library("stacks")
Maintained by
Simon Couch
[Scholar Profile | Author Map]
First Published: 2020-11-23
Latest Update: 2023-11-06
Description:
Model stacking is an ensemble technique that involves training a model to combine the outputs of many diverse statistical models, and has been shown to improve predictive performance in a variety of settings. 'stacks' implements a grammar for 'tidymodels'-aligned model stacking.
How to cite:
Simon Couch (2020). stacks: Tidy Model Stacking. R package version 1.0.5, https://cran.r-project.org/web/packages/stacks. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2020-11-23 09:40), 0.2.0 (2021-04-21 01:00), 0.2.1 (2021-07-23 18:20), 0.2.2 (2022-01-06 02:00), 0.2.3 (2022-05-13 01:10), 1.0.0 (2022-07-06 22:10), 1.0.1 (2022-12-14 17:20), 1.0.2 (2023-04-21 01:40), 1.0.3 (2023-11-06 18:00), 1.0.4 (2024-03-21 19:30)
Other packages that cited stacks R package
View stacks citation profile
Other R packages that stacks depends, imports, suggests or enhances
Complete documentation for stacks
Downloads during the last 30 days
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