A Trace Lasso Regularized Robust Nonparallel Proximal Support Vector Machine for Noisy Classification.
Wei-Jie ChenKai-Li YangYuan-Hai ShaoYu-Juan ChenJu ZhangJing-Jing YaoPublished in: IEEE Access (2019)
Keyphrases
- support vector machine
- feature selection
- support vector machine svm
- svm classifier
- support vector
- classification algorithm
- classification method
- feature vectors
- classification accuracy
- decision boundary
- machine learning
- least squares
- high classification accuracy
- small sample
- feature space
- training set
- training data
- generalization ability
- pattern classification
- svm classification
- decision trees
- pattern recognition
- ridge regression
- kernel function
- k nearest neighbor
- multi class
- cross validation
- structured output
- text classification
- variable selection
- knn
- soft margin
- half quadratic
- multiple criteria linear programming
- noisy environments
- dimension reduction
- class labels
- model selection
- image classification
- supervised learning
- nearest neighbor
- active learning