compas1

A collection of criminal offenders screened in Florida (US) during 
2013-14. This data was used to predict recidivism. 
Additional details for this dataset can be found via the fairml package.

Statistical and graphical tools for detecting and measuring
discrimination and bias, be it racial, gender, age or other.
Detection and remediation of bias in machine learning algorithms.
'Python' interfaces available.

Norm Matloff

dsld

Data Science Looks at Discrimination

Taha Abdullah

Arjun Ashok

Shubhada Martha

Aditya Mittal

Billy Ouattara

Jonathan Tran

Brandon Zarate Estrada

compas1 function

A collection of criminal offenders screened in Florida (US) during 
2013-14. This data was used to predict recidivism. 
Additional details for this dataset can be found via the fairml package.

Criminal Offenders Screened in Florida — compas1

Criminal Offenders Screened in Florida

compas1: Criminal Offenders Screened in Florida

Description

Arguments