Plot.cumulative_difference_plot {IOHanalyzer}

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)