generate_data.Single_Function {IOHanalyzer}

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')