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

In IOHanalyzer: Data Analysis Part of 'IOHprofiler'

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 class 'DataSetList'
Plot.Stats.Significance_Heatmap(
  dsList,
  ftarget,
  alpha = 0.01,
  bootstrap.size = 30,
  which = "by_FV"
)

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

Value

A heatmap showing the statistical significance between algorithms

Examples

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

IOHanalyzer documentation built on Sept. 20, 2023, 5:07 p.m.