report_modelcard: Create a Modelcard

In mlr3fairness: Fairness Auditing and Debiasing for 'mlr3'

Create a Modelcard

Description

Creates a new rmarkdown template with a skeleton questionnaire for a model card. Uses the awesome markdown template created by Chris Garbin from Github.

Usage

report_modelcard(filename = "modelcard.Rmd", edit = FALSE, build = FALSE)

Arguments

filename	(character(1)) File path or name for new file that should be created.
edit	(logical(1)) TRUE to edit the template immediately.
build	(logical(1)) Should the report be built after creation? Initialized to FALSE.

Value

Invisibly returns the path to the newly created file(s).

References

Mitchell, Margaret, Wu, Simone, Zaldivar, Andrew, Barnes, Parker, Vasserman, Lucy, Hutchinson, Ben, Spitzer, Elena, Raji, Deborah I, Gebru, Timnit (2019). “Model cards for model reporting.” In Proceedings of the conference on fairness, accountability, and transparency, 220–229.

See Also

Other fairness_reports: report_datasheet(), report_fairness()

Examples

  report_file = tempfile()
  report_modelcard(report_file)

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