findDominatedAlgos {aslib}

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

Description

If NAs occur, they are imputed (before aggregation) by base + 0.3 * range. base is the cutoff value for runtimes scenarios with cutoff or the worst performance for all others.

Stochastic replications are aggregated by the mean value.

Usage

findDominatedAlgos(asscenario, measure, reduce = FALSE, type = "logical")

Arguments

asscenario

[ASScenario]
Algorithm selection scenario.

measure

[character(1)]
Measure for algorithm performance. Default is first measure in scenario.

reduce

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

type

[character(1)]
Data type of the result object.
“logical”: Logical matrix, TRUE means row algorithm dominates column algorithm.
“character”: Same information but more human-readable. States how the row relates to the column.

Value

[matrix]. See above.