Building Support Vector Machines with Reduced Classifier Complexity.
S. Sathiya KeerthiOlivier ChapelleDennis DeCostePublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- data points
- feature space
- input data
- computational complexity
- support vector machine
- training samples
- multiple kernel learning
- training data
- classifier systems
- classification scheme
- space complexity
- classification method
- learning algorithm
- ensemble learning
- class labels
- worst case
- weak classifiers
- classification process
- support vector
- fold cross validation
- classifier combination
- training error