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Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.
Sérgio M. Jesus
José Pombal
Duarte Alves
André Ferreira Cruz
Pedro Saleiro
Rita P. Ribeiro
João Gama
Pedro Bizarro
Published in:
NeurIPS (2022)
Keyphrases
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database
imbalanced datasets
evaluation model
maximum likelihood
dynamic environments
imbalanced data
databases
synthetic and real datasets
data sets
database systems
high quality
benchmark datasets
binary classification problems