Active Learning with Nonparallel Support Vector Machine for Binary Classification.
Xi ZhaoZhensong ChenYong ShiPublished in: ICDM Workshops (2014)
Keyphrases
- binary classification
- support vector machine
- active learning strategies
- active learning
- multi class
- support vector
- training set
- machine learning
- cost sensitive
- svm classifier
- generalization error
- multi class classification
- feature selection
- multiclass classification
- binary classifiers
- k nearest neighbor
- class imbalance
- feature vectors
- soft margin
- training data
- support vector machine svm
- kernel methods
- training examples
- nonlinear kernel
- supervised learning
- learning problems
- kernel function
- learning algorithm
- classification algorithm
- data sets
- semi supervised
- knn
- svm classification
- machine learning algorithms
- decision boundary
- nearest neighbor
- classification accuracy
- data mining