Probabilistic Bounds for Binary Classification of Large Data Sets.
Vera KurkováMarcello SanguinetiPublished 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