selSimpleUnique

Simple Selector without Replacement

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

selSimpleUnique function

<dl><dt>fitness</dt>
<dd><code>[matrix]</code> fitness matrix, one column per individual.</dd>
<dt>n.select</dt>
<dd><code>[integer(1)]</code> number of individuals to select.</dd></dl>

Arguments

Simple Selector without Replacement — selSimpleUnique

<dl>

<dt>fitness</dt>
<dd><code>[matrix]</code> fitness matrix, one column per individual.</dd>


<dt>n.select</dt>
<dd><code>[integer(1)]</code> number of individuals to select.</dd>

</dl>

selSimpleUnique: Simple Selector without Replacement

Description

Usage

Value

Arguments

See Also