Universum least squares twin parametric-margin support vector machine.
Bharat RichhariyaMuhammad TanveerPublished in: IJCNN (2020)
Keyphrases
- maximum margin
- least squares
- support vector machine
- support vector
- hyperplane
- support vector machine svm
- binary classification
- unbalanced data
- machine learning
- multi class
- feature selection
- svm classifier
- svm classification
- linear regression
- training set
- learning algorithm
- kernel function
- kernel methods
- knn
- levenberg marquardt
- training data
- ls svm
- feature space
- multi task
- multiple kernel learning
- generalization ability
- feature vectors
- markov networks
- pattern classification
- decision boundary
- classification accuracy
- support vector regression
- support vectors
- high dimensional
- unsupervised learning
- optical flow
- standard svm