A nonparallel support vector machine for a classification problem with universum learning.
Zhiquan QiYingjie TianYong ShiPublished in: J. Comput. Appl. Math. (2014)
Keyphrases
- support vector machine
- unbalanced data
- structured output
- supervised learning
- maximum margin
- learning algorithm
- support vector
- svm classifier
- feature vectors
- learning process
- classification accuracy
- binary classification
- machine learning
- feature selection
- incremental learning
- learning problems
- support vector machine svm
- active learning
- learning tasks
- semi supervised learning
- image classification
- decision trees
- kernel function
- machine learning algorithms
- unsupervised learning
- feature space