Density-based weighting for imbalanced regression

DOI10.1007/S10994-021-06023-5OpenAlexW3180281962MaRDI QIDQ2071357

Konstantin Kobs, Michael Steininger, Anna Krause, Padraig Davidson, Andreas Hotho

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-021-06023-5

zbMATH Keywords

supervised learningcost-sensitive learningkernel-density estimationsample weightingimbalanced regression

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UBL
• Adam
• SMOTE
• ADASYN

Cites Work

• Imbalanced regression and extreme value prediction
• ROC curves for regression
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