Probabilistic Bounds for Binary Classification of Large Data Sets.

Vera Kurková Marcello Sanguineti

Published in: INNSBDDL (2019)

Keyphrases

binary classification
multi class
support vector
learning problems
cost sensitive
generalization error
upper bound

multi class classification
multi label
data sets
lower bound
support vector machine
binary classifiers
ensemble methods

bipartite ranking
probabilistic model
data analysis
prediction accuracy
bayesian networks
worst case
decision trees

class imbalance
naive bayes
text categorization
pairwise
reinforcement learning
face recognition
learning algorithm