Maximum Margin of Twin Spheres Support Vector Machine for Imbalanced Data Classification.
Yitian XuPublished in: IEEE Trans. Cybern. (2017)
Keyphrases
- maximum margin
- imbalanced data classification
- support vector machine
- feature selection
- support vector
- hyperplane
- multi class
- structured output
- svm classifier
- support vector machine svm
- machine learning
- k nearest neighbor
- training data
- kernel function
- kernel methods
- classification algorithm
- support vectors
- feature vectors
- decision boundary
- training set
- binary classification
- feature space
- generalization ability
- data sets
- cost sensitive
- knn
- loss function
- markov random field