An improved Hoeffding-ID data-stream classification algorithm.
Chunyong YinLu FengLuyu MaPublished in: J. Supercomput. (2016)
Keyphrases
- classification algorithm
- concept drift
- data streams
- knn
- streaming data
- sliding window
- k nearest neighbor
- document classification
- training phase
- naive bayes
- class labels
- classification method
- change detection
- support vector machine
- training set
- hierarchical classification
- accurate classification
- classification rules
- transactional data
- learning algorithm
- high level declarative
- data distribution
- multi label classification
- classifier ensemble
- databases
- text categorization
- feature extraction
- continuous queries
- input features
- clustering algorithm
- machine learning
- neural network