Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees.
Xin MuKai Ming TingZhi-Hua ZhouPublished in: CoRR (2016)
Keyphrases
- class labels
- classification accuracy
- classification scheme
- classification algorithm
- support vector machine svm
- automatic classification
- classification method
- decision trees
- pattern classification
- machine learning
- pattern recognition
- data streams
- preprocessing
- classification systems
- support vector
- image classification
- feature selection
- decision rules
- real time
- text classification
- classification process
- single class
- discriminant functions
- closed form
- machine learning methods
- cross validation
- benchmark datasets
- support vector machine
- training set
- lower bound
- data mining
- data sets