task_summary: Task summary for fairness report

In mlr3fairness: Fairness Auditing and Debiasing for 'mlr3'

Task summary for fairness report

Description

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"))

mlr3fairness documentation built on May 31, 2023, 7:22 p.m.