Data-Dependent Generalization Bounds for Multi-Class Classification.

Yunwen Lei Ürün Dogan Ding-Xuan Zhou Marius Kloft

Published in: IEEE Trans. Inf. Theory (2019)

Keyphrases

multi class classification
data dependent
generalization bounds
multi class
binary classification
support vector
multi task learning
energy functional
reproducing kernel hilbert space
learning algorithm
prediction accuracy
cost sensitive
hash functions
class imbalance
level set
nearest neighbor
feature space