generate_data.Single_Function: Generate dataframe of a single function/dimension pair

In IOHanalyzer: Data Analysis Part of 'IOHprofiler'

Generate dataframe of a single function/dimension pair

Description

This function generates a dataframe which can be easily plotted using the 'plot_general_data'-function

Usage

generate_data.Single_Function(
  dsList,
  start = NULL,
  stop = NULL,
  scale_log = F,
  which = "by_RT",
  include_opts = F,
  budget = NULL,
  include_geom_mean = F
)

Arguments

dsList	The DataSetList object
start	Optional start value (Runtime or target value)
stop	Optional end value (Runtime or target value)
scale_log	Wheterh to use logarithmic scaling or not
which	Whether to use a fixed-target 'by_RT' perspective or fixed-budget 'by_FV'
include_opts	Whether or not to also include the best value hit by each algorithm to the generated datapoints
budget	Optional; overwrites the budget of each individual algorithm when doing ERT calculations. Only works in fixed_target mode.
include_geom_mean	Boolean to indicate whether to include the geometric mean. Only works in fixed_budget mode. Negative values cause NaN, zeros cause output to be completely 0. Defaults to False.

Examples

generate_data.Single_Function(subset(dsl, funcId == 1), which = 'by_RT')

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