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An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets.
Julio Hernandez
Jesús Ariel Carrasco-Ochoa
José Francisco Martínez Trinidad
Published in:
CIARP (1) (2013)
Keyphrases
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instance selection
uci machine learning repository
benchmark datasets
nearest neighbor
preprocessing
machine learning
genetic programming
training data
association rules
evaluation criteria
multiple instance learning
sampling methods
feature and instance selection