paretoEdges

Get the edges defining a 2D pareto front for plotting.

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

paretoEdges function

<dl><dt>fitness</dt>
<dd><code>[matrix | data.frame]</code> matrix or (numeric) <code>data.frame</code>
with two columns and rows for each individuum.</dd>
<dt>refpoint</dt>
<dd><code>[numeric(2)]</code> reference point.</dd></dl>

Arguments

Get Pareto Front Edges from Fitness Matrix — paretoEdges

<dl>

<dt>fitness</dt>
<dd><code>[matrix | data.frame]</code> matrix or (numeric) <code>data.frame</code>
with two columns and rows for each individuum.</dd>


<dt>refpoint</dt>
<dd><code>[numeric(2)]</code> reference point.</dd>

</dl>

paretoEdges: Get Pareto Front Edges from Fitness Matrix

Description

Usage

Value

Arguments

See Also