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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:
CoRR (2022)
Keyphrases
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database
benchmark datasets
data sets
imbalanced datasets
real world
high quality
evaluation method
databases
data structure
maximum likelihood
neural network
decision trees
relational databases
dynamic environments
evaluation criteria