Classification Under Streaming Emerging New Classes: A Solution Using Completely-Random Trees.
Xin MuKai Ming TingZhi-Hua ZhouPublished in: IEEE Trans. Knowl. Data Eng. (2017)
Keyphrases
- classification accuracy
- class labels
- classification scheme
- feature space
- model selection
- automatic classification
- pattern recognition
- real time
- data mining
- linear equations
- classification process
- classification systems
- feature extraction
- decision trees
- support vector machine svm
- binary classification problems
- discriminant functions
- class membership
- pattern classification
- classification algorithm
- unsupervised learning
- text classification
- image classification
- feature vectors
- preprocessing
- support vector
- optimal solution
- feature selection
- machine learning algorithms
- machine learning methods
- classification models
- multi class
- binary classifiers
- data streams
- multiple classes