parsimony_importance

Shows the percentage of appearance of each feature in the whole GA-PARSIMONY process but only for the elitist-population.

Methodology that combines feature selection, model tuning, and parsimonious model selection with Genetic Algorithms (GA) proposed in {Martinez-de-Pison} (2015) <DOI:10.1016/j.asoc.2015.06.012>. To this objective, a novel GA selection procedure is introduced based on separate cost and complexity evaluations.

F.J. Martinez-de-Pison

GAparsimony

Searching Parsimony Models with Genetic Algorithms

parsimony_importance function

<dl> <dt>object</dt>
<dd>An object of class <code>"ga_parsimony"</code> resulting from a call to function <code>ga_parsimony</code> with <code>keep_history</code> parameter set to TRUE.</dd> <dt>verbose</dt>
<dd>If it is TRUE shows additional information.</dd> <dt>...</dt>
<dd>Further arguments passed to or from other methods.</dd></dl>

Arguments

Francisco Javier Martinez de Pison. <a href="/link/fjmartin%40unirioja.es?package=GAparsimony&version=0.9.5" data-mini-rdoc="GAparsimony::fjmartin@unirioja.es">fjmartin@unirioja.es</a>. EDMANS Group. <a href="https://edmans.webs.com/">https://edmans.webs.com/</a>

Author

Percentage of appearance of each feature in elitist population — parsimony_importance

<dl>

 <dt>object</dt>
<dd>An object of class <code>"ga_parsimony"</code> resulting from a call to function <code>ga_parsimony</code> with <code>keep_history</code> parameter set to TRUE.</dd>

 <dt>verbose</dt>
<dd>If it is TRUE shows additional information.</dd>

 <dt>...</dt>
<dd>Further arguments passed to or from other methods.</dd>

</dl>

Francisco Javier Martinez de Pison. <a href='mailto:fjmartin@unirioja.es'>fjmartin@unirioja.es</a>. EDMANS Group. <a href='https://edmans.webs.com/'>https://edmans.webs.com/</a>

parsimony_importance: Percentage of appearance of each feature in elitist population

Description

Usage

Value

Arguments

Author

Details

See Also