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) are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) is also included.


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Reference manual

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install.packages("finetune")

0.0.1 by Max Kuhn, 7 days ago


https://github.com/tidymodels/finetune, https://finetune.tidymodels.org


Browse source code at https://github.com/cran/finetune


Authors: Max Kuhn [aut, cre] , RStudio [cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports tibble, rlang, yardstick, workflows, purrr, cli, dials, dplyr, utils, tidyr, tidyselect, ggplot2

Depends on tune

Suggests spelling, BradleyTerry2, lme4, rsample, recipes, modeldata, rpart, parsnip, testthat, covr, discrim, klaR


See at CRAN