Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.
Kaizhu HuangHaiqin YangIrwin KingMichael R. LyuPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- large margin classifiers
- machine learning
- support vector
- multi class
- learning algorithm
- soft margin
- sparse kernel
- generalization bounds
- maximum margin
- kernel function
- support vector machine
- multiple kernel learning
- machine learning algorithms
- learning problems
- learning tasks
- kernel methods
- machine learning methods
- supervised learning
- cost sensitive
- feature selection
- decision trees
- learning theory
- active learning
- neural network
- data mining
- statistical learning theory
- inductive logic programming
- parameter selection
- perceptron algorithm
- model selection
- data dependent
- hyperplane