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Resampling Methods versus Cost Functions for Training an MLP in the Class Imbalance Context.
Roberto Alejo
P. Toribio
José Martínez Sotoca
Rosa Maria Valdovinos
Eduardo Gasca
Published in:
ISNN (2) (2011)
Keyphrases
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cost function
class imbalance
class distribution
nearest neighbor
sampling methods
decision trees
feature extraction
small number
high dimensional data
benchmark datasets
back propagation
machine learning methods
change detection
cost sensitive learning