generate_data.ECDF_From_EAF: Generate dataframe consisting of the ECDF-equivalent based on...

In IOHanalyzer: Data Analysis Part of 'IOHprofiler'

Generate dataframe consisting of the ECDF-equivalent based on the EAF

Description

This function uses EAF-data to calculate a target-independent version of the ECDF

Usage

generate_data.ECDF_From_EAF(
  eaf_table,
  min_val,
  max_val,
  maximization = F,
  scale_log = F,
  normalize = T
)

Arguments

eaf_table	Datatable resulting from the 'generate_data.EAF' function
min_val	Minimum value to use for y-space
max_val	Maximum value to use for y-space
maximization	Whether the data resulted from maximization or not
scale_log	Whether to use logarithmic scaling in y-space before calculating the partial integral
normalize	Whether to normalize the resulting integrals to [0,1] (Based on 'min_val' and 'max_va')

Examples

generate_data.ECDF_From_EAF(generate_data.EAF(subset(dsl, funcId == 1)), 1, 16, maximization = TRUE)

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