IOHanalyzer (version 0.1.8.10)

Plot.Stats.Significance_Heatmap: Plot a heatmap showing the statistically different algorithms

Description

Plot a heatmap showing the statistically different algorithms

Usage

Plot.Stats.Significance_Heatmap(
  dsList,
  ftarget,
  alpha = 0.01,
  bootstrap.size = 30,
  which = "by_FV"
)
# S3 method for DataSetList
Plot.Stats.Significance_Heatmap(
  dsList,
  ftarget,
  alpha = 0.01,
  bootstrap.size = 30,
  which = "by_FV"
)

Value

A heatmap showing the statistical significance between algorithms

Arguments

dsList

A DataSetList (should consist of only one function and dimension).

ftarget

The target function value to use

alpha

The cutoff for statistical significance

bootstrap.size

The amound of bootstrapped samples used

which

Whether to use fixed-target ('by_FV') or fixed-budget ('by_RT') perspective

Examples

Plot.Stats.Significance_Heatmap(subset(dsl, funcId == 2), 16)