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Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification.
Takashi Ishida
Ikko Yamane
Nontawat Charoenphakdee
Gang Niu
Masashi Sugiyama
Published in:
ICLR (2023)
Keyphrases
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binary classification
bayes error
multi class
support vector
learning problems
generalization error
support vector machine
multi label
cost sensitive
multi class classification
prediction accuracy
ensemble methods
class imbalance
feature vectors
active learning
text mining
image classification
data sets