Provides a lightweight framework for model selection and hyperparameter tuning in R. The package offers intuitive tools for grid search, cross-validation, and combined grid search with cross-validation that work seamlessly with virtually any modeling package. Designed for flexibility and ease of use, it standardizes tuning workflows while remaining fully compatible with a wide range of model interfaces and estimation functions.
| Version: | 0.1.3 |
| Depends: | R (≥ 4.1.0) |
| Imports: | future.apply,progressr,R6,rlang |
| Suggests: | Matrix,e1071,future,parallelly,paws,rsample,rpart,yardstick,knitr,rmarkdown |
| Published: | 2025-12-07 |
| DOI: | 10.32614/CRAN.package.modeltuning |
| Author: | Daniel Molitor [aut, cre] |
| Maintainer: | Daniel Molitor <molitdj97 at gmail.com> |
| BugReports: | https://github.com/dmolitor/modeltuning/issues |
| License: | MIT + fileLICENSE |
| URL: | https://www.dmolitor.com/modeltuning/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | modeltuning results |
| Reference manual: | modeltuning.html ,modeltuning.pdf |
| Vignettes: | Basic usage (source,R code) Data masking (source,R code) Scaling with AWS (source,R code) |
| Package source: | modeltuning_0.1.3.tar.gz |
| Windows binaries: | r-devel:modeltuning_0.1.3.zip, r-release:modeltuning_0.1.3.zip, r-oldrel:modeltuning_0.1.3.zip |
| macOS binaries: | r-release (arm64):modeltuning_0.1.3.tgz, r-oldrel (arm64):modeltuning_0.1.3.tgz, r-release (x86_64):modeltuning_0.1.3.tgz, r-oldrel (x86_64):modeltuning_0.1.3.tgz |
| Old sources: | modeltuning archive |
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