finetune

finetune-package

<img src="figures/logo.png?package=finetune&version=1.2.0" style="float: right" alt="logo" width="120">
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) <a href="https://arxiv.org/abs/1405.6974">arXiv:1405.6974</a> are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) tools:::Rd_expr_doi("10.1080/00401706.1986.10488128") is also included.

internal

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) <doi:10.1080/00401706.1986.10488128> is also
included.

Max Kuhn

Additional Functions for Model Tuning

Posit Software, PBC 

finetune-package function

Maintainer: Max Kuhn <a href="/link/max%40posit.co?package=finetune&version=1.2.0" data-mini-rdoc="finetune::max@posit.co">max@posit.co</a> (<a href="https://orcid.org/0000-0003-2402-136X">ORCID</a>)
Other contributors:<ul>
<li>Posit Software, PBC [copyright holder, funder]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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) <a href='https://arxiv.org/abs/1405.6974'>arXiv:1405.6974</a> are included. An iterative search method using generalized simulated annealing (Bohachevsky, Johnson and Stein, 1986) tools:::Rd_expr_doi("10.1080/00401706.1986.10488128") is also included.

finetune: Additional Functions for Model Tuning — finetune-package

Maintainer: Max Kuhn <a href='mailto:max@posit.co'>max@posit.co</a> (<a href='https://orcid.org/0000-0003-2402-136X'>ORCID</a>)
Other contributors:<ul>
<li>Posit Software, PBC [copyright holder, funder]</li>
</ul>

finetune-package: finetune: Additional Functions for Model Tuning

Description

Arguments

Author

See Also