Keyphrases
- active learning
- support vector
- learning machines
- large margin classifiers
- training examples
- version space
- learning strategies
- learning algorithm
- logistic regression
- generalization ability
- multi class
- support vector machine
- classification accuracy
- semi supervised
- kernel function
- cost sensitive
- labeled data
- imbalanced data classification
- active learning strategies
- binary classification
- support vector regression
- hyperplane
- kernel methods
- cross validation
- model selection
- semi supervised learning
- loss function
- machine learning
- generalization error
- rare class
- selective sampling
- sample complexity
- class imbalance
- ensemble learning
- learning tasks
- training set
- random sampling
- image retrieval
- feature space
- supervised learning
- unlabeled data
- relevance feedback
- decision trees
- multi class classification
- clustering algorithm
- batch mode
- feature selection
- transfer learning
- svm classifier