compas: COMPAS dataset.

In fairadapt: Fair Data Adaptation with Quantile Preservation

COMPAS dataset.

Description

A real dataset from Broward County, Florida. Contains information on individuals released on parole, and whether they reoffended within two years.

Usage

compas

Format

A data frame with 1,000 rows and 9 variables:

sex

sex of the individual

age

age, measured in years

race

race, binary with values Non-White and White

juv_fel_count

count of juvenile felonies

juv_misd_count

count of juvenile misdemeanors

juv_other_count

count of other juvenile offenses

priors_count

count of prior offenses

c_charge_degree

degree of charge, with two values, F (felony) and M (misdemeanor)

two_year_recid

a logical TRUE/FALSE indicator of recidivism within two years after parole start

fairadapt documentation built on Oct. 10, 2023, 1:07 a.m.