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Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance.
Chuan Hong
Molei Liu
Daniel Wojdyla
Jimmy Hickey
Michael J. Pencina
Ricardo Henao
Published in:
J. Biomed. Informatics (2024)
Keyphrases
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high dimensional
class imbalance
dimensionality reduction
prior knowledge
feature space
prediction accuracy
imbalanced class distribution
machine learning
multi class
data distribution
concept drift
sampling methods
imbalanced data
majority class