A novel multi-task twin-hypersphere support vector machine for classification.
Xinying PangYing ZhangYitian XuPublished in: Inf. Sci. (2022)
Keyphrases
- support vector machine
- multi task
- multi class
- feature selection
- svm classifier
- support vector
- support vector machine svm
- feature vectors
- hyperplane
- multi task learning
- learning tasks
- multitask learning
- text classification
- feature extraction
- training set
- training data
- machine learning
- feature space
- multiple tasks
- learning problems
- gaussian processes
- metric learning
- sparse learning
- transfer learning
- class labels
- kernel function
- k nearest neighbor
- model selection
- image classification
- classification accuracy
- kernel methods
- text categorization
- unsupervised learning
- supervised learning
- learning environment
- linear support vector machines
- decision trees