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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:
CoRR (2022)
Keyphrases
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binary classification
bayes error
multi class
support vector
learning problems
cost sensitive
support vector machine
multi class classification
generalization error
class imbalance
multi label
prediction accuracy
ensemble methods
neural network
learning algorithm
higher order