Plot.cumulative_difference_plot: Plot the cumulative difference plot given a DataSetList.

In IOHprofiler/IOHanalyzer: Data Analysis Part of 'IOHprofiler'

Plot the cumulative difference plot given a DataSetList.

Description

Plot the cumulative difference plot given a DataSetList.

Usage

Plot.cumulative_difference_plot(
  dsList,
  runtime_or_target_value,
  isFixedBudget,
  alpha = 0.05,
  EPSILON = 1e-80,
  nOfBootstrapSamples = 1000,
  dataAlreadyComputed = FALSE,
  precomputedData = NULL
)

Arguments

dsList	A DataSetList (should consist of only one function and dimension and two algorithms).
runtime_or_target_value	The target runtime or the target value
isFixedBudget	Should be TRUE when target runtime is used. False otherwise.
alpha	1 minus the confidence level of the confidence band.
EPSILON	If abs(x-y) < EPSILON, then we assume that x = y.
nOfBootstrapSamples	The number of bootstrap samples used in the estimation.
dataAlreadyComputed	If false, 'generate_data.CDP' will be called to process the data.
precomputedData	only needed when dataAlreadyComputed=TRUE. The result of 'generate_data.CDP'.

Value

A cumulative difference plot.

Examples

dsl
dsl_sub <- subset(dsl, funcId == 1)
target <- 15

Plot.cumulative_difference_plot(dsl_sub, target, FALSE)

IOHprofiler/IOHanalyzer documentation built on Feb. 1, 2024, 11:35 a.m.