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) <doi:10.48550/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.
Version: 1.2.1 Depends: R (≥ 4.1), tune (≥ 1.2.0) Imports: cli, dials (≥ 0.3.0), dplyr (≥ 1.1.1), ggplot2, parsnip (≥ 1.1.0), purrr (≥ 1.0.0), rlang, tibble, tidyr, tidyselect, utils, vctrs, workflows (≥ 0.2.6) Suggests: BradleyTerry2, covr, discrim, kknn, klaR, lme4, modeldata, ranger, recipes (≥ 0.2.0), rpart, rsample, spelling, testthat, yardstick Published: 2025-05-20 DOI: 10.32614/CRAN.package.finetune Author: Max Kuhn [aut, cre], Posit Software, PBC [cph, fnd] Maintainer: Max Kuhn <max at posit.co> BugReports: https://github.com/tidymodels/finetune/issues License: MIT + file LICENSE URL: https://github.com/tidymodels/finetune, https://finetune.tidymodels.org NeedsCompilation: no Language: en-US Materials: README NEWS CRAN checks: finetune resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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