fitnesses

Extract fitnesses for each generation from ECR log.

Performs simultaneous hyperparameter tuning and
feature selection through both single-objective and multi-objective
optimization as described in Binder, Moosbauer et al. (2019) <arXiv:1912.12912>.
Uses the 'ecr'-package as basis but adds mixed integer
evolutionary strategies and multi-fidelity functionality as well as operators
specific for the problem of feature selection.

Martin Binder

mosmafs

Multi-Objective Simultaneous Model and Feature Selection

Susanne Dandl

Julia Moosbauer

fitnesses function

<dl><dt>results</dt>
<dd><code>[ecr_multi_objective_result]</code> ecr run log.</dd>
<dt>trafo</dt>
<dd><code>[function]</code> function <code>matrix</code>|<code>data.frame</code> -&gt; <code>matrix</code>|<code>data.frame</code>
to transforms individual generation matrices.</dd></dl>

Arguments

Extract Fitnesses from ECR Log — fitnesses

<dl>

<dt>results</dt>
<dd><code>[ecr_multi_objective_result]</code> ecr run log.</dd>


<dt>trafo</dt>
<dd><code>[function]</code> function <code>matrix</code>|<code>data.frame</code> -&gt; <code>matrix</code>|<code>data.frame</code>
to transforms individual generation matrices.</dd>

</dl>

fitnesses: Extract Fitnesses from ECR Log

Description

Usage

Value

Arguments

See Also