Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance

Computer Science

• Prediction Model 100%
• Class Imbalance 100%
• Machine Learning 20%
• Transfer Learning 20%
• Treatment Decision 20%
• Federated Learning 20%
• Demographic Group 20%
• Classification Performance 20%
• Learning Algorithm 20%
• Precision Medicine 20%
• Real Application 20%
• Predictive Performance 20%

Keyphrases

• Sociodemographic Disparities 100%
• Early Disease Detection 20%
• Early Disease Prevention 20%
• Demographic Cohorts 20%
• Introduction Risk 20%
• Demographic Subgroup 20%

Economics, Econometrics and Finance

• Machine Learning 100%