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Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification.
Maksim Lapin
Matthias Hein
Bernt Schiele
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2018)
Keyphrases
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multi class
loss function
pairwise
multi class classification
boosting algorithms
logistic regression
binary classification
hinge loss
image segmentation
support vector
support vector machine
binary classifiers
graph cuts
perceptron algorithm
risk minimization
multilabel classification