An Ensemble Classification Algorithm Based on Information Entropy for Data Streams.
Junhong WangShuliang XuBingqian DuanCaifeng LiuJiye LiangPublished in: Neural Process. Lett. (2019)
Keyphrases
- classification algorithm
- information entropy
- data streams
- concept drift
- classifier ensemble
- ensemble learning
- training set
- ensemble classifier
- streaming data
- rough sets
- base learners
- learning algorithm
- k nearest neighbor
- knn
- support vector machine
- decision table
- classification rules
- class labels
- data sets
- rough set theory
- neural network
- naive bayes
- training data
- base classifiers
- accurate classification
- active learning
- training phase
- clustering algorithm
- attribute values
- decision trees
- computer vision
- genetic programming
- expert systems