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Create the general task documentation in a dataframe for fairness report. The information includes

  • Audit Date

  • Task Name

  • Number of observations

  • Number of features

  • Target Name

  • Feature Names

  • The Protected Attribute

Usage

task_summary(task)

Arguments

task

Task

Value

data.frame containing the reported information

Examples

library("mlr3")
task_summary(tsk("adult_train"))
#>                                                                                                                                                              Value
#> Audit Date:                                                                                                                                             2024-02-22
#> Task Name:                                                                                                                                             adult_train
#> Number of observations:                                                                                                                                      30718
#> Number of features:                                                                                                                                             13
#> Target Name:                                                                                                                                                target
#> Feature Names:           age, capital_gain, capital_loss, education, education_num, hours_per_week, marital_status, occupation, race, relationship, sex, workclass
#> Protected Attribute(s):                                                                                                                                        sex