Generalization Bounds for Weighted Binary Classification with Applications to Statistical Verification.
Vu HaTariq SamadPublished in: IJCAI (2005)
Keyphrases
- binary classification
- generalization bounds
- learning problems
- multi class
- generalization ability
- statistical learning theory
- support vector
- support vector machine
- learning tasks
- linear classifiers
- generalization error
- data dependent
- machine learning algorithms
- ensemble methods
- machine learning
- cost sensitive
- learning theory
- supervised learning
- learning algorithm
- kernel methods
- multi label
- model selection
- binary classifiers
- reinforcement learning
- semi supervised learning
- uniform convergence
- ranking algorithm
- prediction accuracy
- binary classification problems
- multiple kernel learning
- data mining
- multi task
- active learning
- nearest neighbor
- cross validation
- machine learning methods