Improving Generalization Abilities of Maximal Average Margin Classifiers.
Shigeo AbePublished in: ANNPR (2016)
Keyphrases
- generalization ability
- support vector
- ensemble learning
- decision boundary
- generalization bounds
- support vector machine
- training set
- support vector machine svm
- svm classifier
- maximum margin
- kernel function
- bp neural network
- learning algorithm
- hyperplane
- training data
- decision trees
- svm training
- linear classifiers
- ensemble methods
- machine learning algorithms
- kernel methods
- classification accuracy
- objective function
- prediction accuracy
- learning theory
- naive bayes
- feature set
- nearest neighbor
- pattern recognition
- learning machines
- image processing
- computer vision