setMosmafsVectorized

<code>smoof_multi_objective_function</code> fitness function.

<code>[logical(1)]</code> whether to force <code>slickEvaluateFitness</code> to
pass candidates to fitness function as <code>data.frame</code> or not.

vectorize

Set or change attribute <code>mosmafs.vectorized</code> in fitness function.

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

setMosmafsVectorized function

<dl><dt>fn</dt>
<dd><code>smoof_multi_objective_function</code> fitness function.</dd>
<dt>vectorize</dt>
<dd><code>[logical(1)]</code> whether to force <code>slickEvaluateFitness</code> to
pass candidates to fitness function as <code>data.frame</code> or not.</dd></dl>

Arguments

Set mosmafs.vectorize — setMosmafsVectorized

<dl>

<dt>fn</dt>
<dd><code>smoof_multi_objective_function</code> fitness function.</dd>


<dt>vectorize</dt>
<dd><code>[logical(1)]</code> whether to force <code>slickEvaluateFitness</code> to
pass candidates to fitness function as <code>data.frame</code> or not.</dd>

</dl>

setMosmafsVectorized: Set mosmafs.vectorize

Description

Usage

Value

Arguments