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

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0.0.1 by Max Kuhn, 6 months ago,

Browse source code at

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