Classification with Unknown Classes.
Chetan GuptaSong WangUmeshwar DayalAbhay MehtaPublished in: SSDBM (2009)
Keyphrases
- class labels
- classification accuracy
- support vector machine svm
- classification scheme
- machine learning
- supervised learning
- training samples
- classification systems
- image classification
- object classification
- pattern recognition
- classification method
- feature space
- decision trees
- text classification
- pattern classification
- classification algorithm
- supervised classification
- classification models
- classification trees
- feature extraction
- discriminant functions
- machine learning algorithms
- binary classifiers
- class membership
- single class
- document classification
- benchmark data sets
- unsupervised learning
- rough sets
- training set
- similarity measure
- feature selection
- learning algorithm