An Efficient Angle-based Universum Least Squares Twin Support Vector Machine for Classification.
Bharat RichhariyaMohammad TanveerPublished in: ACM Trans. Internet Techn. (2021)
Keyphrases
- support vector machine
- unbalanced data
- least squares
- binary classification
- maximum margin
- svm classifier
- support vector
- support vector machine svm
- semi supervised learning
- feature vectors
- classification algorithm
- machine learning
- multi class
- decision boundary
- training set
- classification accuracy
- cost sensitive
- image classification
- feature space
- kernel methods
- incremental learning
- supervised learning
- misclassification costs
- single class
- pattern classification
- feature selection
- svm classification
- ridge regression
- standard svm
- kernel function
- hyperplane
- training data
- decision trees
- ls svm
- binary classifiers
- training samples
- semi supervised
- structured output
- feature extraction
- learning algorithm