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Learning from imbalanced data in surveillance of nosocomial infection.
Gilles Cohen
Melanie Hilario
Hugo Sax
Stéphane Hugonnet
Antoine Geissbühler
Published in:
Artif. Intell. Medicine (2006)
Keyphrases
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learning from imbalanced data
imbalanced datasets
random forest
imbalanced data
decision trees
class imbalance
class distribution
cost sensitive learning
data sets
feature space
pattern classification
ensemble methods
training dataset