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Oversampling Higher-Performing Minorities During Machine Learning Model Training Reduces Adverse Impact Slightly but Also Reduces Model Accuracy.
Louis Hickman
Jason Nicholas Kuruzovich
Vincent Ng
Kofi Arhin
Danielle Wilson
Published in:
CoRR (2023)
Keyphrases
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machine learning
cost function
probabilistic model
high level
computational model
mathematical model
experimental data
knowledge base
neural network
computer vision
decision trees
prior knowledge
computational cost
management system
markov chain
conceptual model