Modified support vector novelty detector using training data with outliers.
Lijuan CaoHeow Pueh LeeWai Keong ChongPublished in: Pattern Recognit. Lett. (2003)
Keyphrases
- training data
- support vector
- novelty detection
- classification accuracy
- training examples
- support vector machine
- support vectors
- noisy data
- training set
- kernel function
- data sets
- pre trained
- outlier detection
- feature selection
- learning algorithm
- generalization ability
- radial basis function
- cross validation
- logistic regression
- generalization error
- loss function
- decision trees
- test set
- multi class classification
- detection algorithm
- svm classifier
- training samples
- test data
- labeled data
- learning machines
- maximum margin
- standard svm
- robust regression
- learned from training data
- ls svm
- hyperplane
- class labels
- missing data
- unlabeled data
- semi supervised learning
- input data
- supervised learning
- multi class
- domain knowledge