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Sampling a Longer Life: Binary versus One-class classification Revisited.
Colin Bellinger
Shiven Sharma
Osmar R. Zaïane
Nathalie Japkowicz
Published in:
LIDTA@PKDD/ECML (2017)
Keyphrases
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binary classifiers
sampling strategies
sampling strategy
random sampling
multi class
sample size
case study
imbalanced data
novelty detection
single class
binary data
sampling methods
non binary
databases
parameter space
monte carlo
machine learning