A Binary Classification Framework for Two-Stage Multiple Kernel Learning.
Abhishek KumarAlexandru Niculescu-MizilKoray KavukcuogluHal Daumé IIIPublished in: ICML (2012)
Keyphrases
- multiple kernel learning
- binary classification
- learning problems
- multi class
- multi label
- kernel learning
- support vector
- support vector machine
- linear combination
- kernel methods
- generalization error
- cost sensitive
- kernel function
- multiple features
- class imbalance
- multi task
- feature selection
- active learning
- ensemble methods
- learning algorithm
- prediction accuracy
- support vector machine svm
- text categorization