Regularized Matrix-Pattern-Oriented Classification Machine with Universum.
Dongdong LiYujin ZhuZhe WangChuanyu ChongDaqi GaoPublished in: Neural Process. Lett. (2017)
Keyphrases
- unbalanced data
- semi supervised learning
- binary classification
- single class
- pattern classification
- support vector
- maximum margin
- classification accuracy
- text classification
- cost sensitive
- feature selection
- decision trees
- feature vectors
- image classification
- machine learning
- support vector machine
- low rank
- feature space
- least squares
- model selection
- class labels
- multi class
- class imbalance
- training set
- labeled and unlabeled data
- supervised learning
- semi definite programming