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finetune

Additional Functions for Model Tuning

v1.2.1 · May 20, 2025 · MIT + file LICENSE

Description

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (5)

imports

Dependency Network

Dependencies Reverse dependencies tune cli dials dplyr ggplot2 parsnip (>= 1.1.0) purrr rlang tibble tidyr tidyselect vctrs workflows fastml mrIML kerasnip shinymodels workflowsets finetune

Version History

new 1.2.1 Mar 10, 2026
updated 1.2.1 ← 1.2.0 diff May 19, 2025
updated 1.2.0 ← 1.1.0 diff Mar 20, 2024
updated 1.1.0 ← 1.0.1 diff Apr 18, 2023
updated 1.0.1 ← 1.0.0 diff Oct 11, 2022
updated 1.0.0 ← 0.2.0 diff Sep 5, 2022
updated 0.2.0 ← 0.1.1 diff Mar 23, 2022
updated 0.1.1 ← 0.1.0 diff Feb 20, 2022
updated 0.1.0 ← 0.0.1 diff Jul 20, 2021
new 0.0.1 Nov 19, 2020