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ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics.
Daniel Csillag
Carolina Piazza
Thiago Ramos
João Vitor Romano
Roberto I. Oliveira
Paulo Orenstein
Published in:
AISTATS (2022)
Keyphrases
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boosting algorithms
soft margin
neural network
learning algorithm
feature selection
objective function
support vector
training set
loss function
evaluation metrics
maximum margin
boosting framework
data sets
training error
cost sensitive
image quality
classification accuracy
pairwise