get_shapley_values: Get the shapley-values of a portfolio of algorithms

Description Usage Arguments Examples

Description

Based on the contribution to the ECDF-curve of the VBS of the portfolio

Usage

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get_shapley_values(dsList, targets, scale.log = T, group_size = 5,
  max_perm_size = 10, normalize = T)

Arguments

dsList

The DataSetList object

targets

A list or data.table containing the targets per function / dimension. If this is a data.table, it needs columns 'target', 'DIM' and 'funcId'

scale.log

Whether to use logarithmic scaling for the runtimes at which the ecdf will be sampled or not

group_size

How many permutation groups will be considered

max_perm_size

The maximum limit for permutations to be considered

normalize

Whether or not to ensure the resulting values will be in [0,1]

Examples

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IOHanalyzer documentation built on Oct. 21, 2021, 5:06 p.m.