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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.1.0 by Max Kuhn, 5 months ago,

Browse source code at

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

Documentation:   PDF Manual  

MIT + file LICENSE license

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

Depends on tune

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

See at CRAN