New one-versus-all v-SVM solving intra-inter class imbalance with extended manifold regularization and localized relative maximum margin.
Xuchu WangYanmin NiuPublished in: Neurocomputing (2013)
Keyphrases
- maximum margin
- class imbalance
- support vector
- support vector machine
- hyperplane
- multi class
- class distribution
- active learning
- cost sensitive
- binary classification
- learning algorithm
- concept drift
- pattern classification
- generalization error
- multiple kernel learning
- feature selection
- semi supervised learning
- maximum likelihood
- classification algorithm
- training set
- multi task
- high dimensionality
- kernel function
- semi supervised
- training examples
- high order
- data sets
- k nearest neighbor
- dimensionality reduction
- data points
- decision trees
- machine learning