finetune-package: finetune: Additional Functions for Model Tuning

finetune-packageR Documentation

finetune: Additional Functions for Model Tuning

Description

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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) arXiv:1405.6974 are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/00401706.1986.10488128")} is also included.

Author(s)

Maintainer: Max Kuhn max@posit.co (ORCID)

Other contributors:

  • Posit Software, PBC [copyright holder, funder]

See Also

Useful links:


tidymodels/finetune documentation built on March 23, 2024, 6:50 p.m.