findDominatedAlgos: Creates a table that shows the dominance of one algorithm...
In aslib: Interface to the Algorithm Selection Benchmark Library

findDominatedAlgos

R Documentation

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.