Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.

Alexandra Chouldechova

Published in: CoRR (2016)

Keyphrases

prediction accuracy
prediction model
prediction error
empirical studies
database
neural network
website
database systems
multiscale
search algorithm
factors that influence
gender differences
factors affect
high prediction accuracy