Convex and concave hulls for classification with support vector machine.
Asdrúbal López ChauXiaoou LiWen YuPublished in: Neurocomputing (2013)
Keyphrases
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- classification method
- feature selection
- decision boundary
- piecewise linear
- training set
- feature vectors
- pattern recognition
- classification algorithm
- convexity properties
- svm classification
- generalization ability
- class labels
- image classification
- multi class
- classification accuracy
- k nearest neighbor
- preprocessing
- decision trees
- text classification
- benchmark datasets
- classification rules
- structured output
- feature space
- maximum margin
- convex functions
- machine learning
- high classification accuracy
- majority voting
- active learning
- pattern classification
- radial basis function