finetune: Additional Functions for Model Tuning

The ability to tune models is important. 'finetune' enhances the 'tune' package by providing more specialized methods for finding reasonable values of model tuning parameters. Two racing methods described by Kuhn (2014) <arXiv:1405.6974> are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) <doi:10.1080/00401706.1986.10488128> is also included.

Package details

AuthorMax Kuhn [aut, cre] (<https://orcid.org/0000-0003-2402-136X>), Posit Software, PBC [cph, fnd]
MaintainerMax Kuhn <max@posit.co>
LicenseMIT + file LICENSE
Version1.2.0
URL https://github.com/tidymodels/finetune https://finetune.tidymodels.org
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("finetune")

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finetune documentation built on May 29, 2024, 5:35 a.m.