findDominatedAlgos

If NAs occur, they are imputed (before aggregation) by
<code>base + 0.3 * range</code>.
<code>base</code> is the cutoff value for runtimes scenarios with cutoff or
the worst performance for all others.
Stochastic replications are aggregated by the mean value.

Provides an interface to the algorithm selection benchmark library
at <http://www.aslib.net> and the 'LLAMA' package
(<https://cran.r-project.org/package=llama>) for building
algorithm selection models; see Bischl et al. (2016)
<doi:10.1016/j.artint.2016.04.003>.

Lars Kotthoff

aslib

Interface to the Algorithm Selection Benchmark Library

findDominatedAlgos function

<dl><dt>asscenario</dt>
<dd>[<code>ASScenario</code>] 
Algorithm selection scenario.</dd>
<dt>measure</dt>
<dd>[<code>character(1)</code>] 
Measure for algorithm performance.
Default is first measure in scenario.</dd>
<dt>reduce</dt>
<dd>[<code>logical(1)</code>] 
Should the resulting matrix be reduced to algorithms that a are either dominated by or dominate
another algorithm?
Default is <code>FALSE</code>.</dd>
<dt>type</dt>
<dd>[<code>character(1)</code>] 
Data type of the result object. 
&#8220;logical&#8221;: Logical matrix, TRUE means row algorithm dominates column algorithm. 
&#8220;character&#8221;: Same information but more human-readable. States how the row relates to the column.</dd></dl>

Arguments

Creates a table that shows the dominance of one algorithm over another one. — findDominatedAlgos

<dl>

<dt>asscenario</dt>
<dd>[<code>ASScenario</code>] 
Algorithm selection scenario.</dd>


<dt>measure</dt>
<dd>[<code>character(1)</code>] 
Measure for algorithm performance.
Default is first measure in scenario.</dd>


<dt>reduce</dt>
<dd>[<code>logical(1)</code>] 
Should the resulting matrix be reduced to algorithms that a are either dominated by or dominate
another algorithm?
Default is <code>FALSE</code>.</dd>


<dt>type</dt>
<dd>[<code>character(1)</code>] 
Data type of the result object. 
&#8220;logical&#8221;: Logical matrix, TRUE means row algorithm dominates column algorithm. 
&#8220;character&#8221;: Same information but more human-readable. States how the row relates to the column.</dd>

</dl>

findDominatedAlgos: Creates a table that shows the dominance of one algorithm over another one.

Description

Usage

Value

Arguments