Ensemble Online Classifier Based on the One-Class Base Classifiers for Mining Data Streams.
Ireneusz CzarnowskiPiotr JedrzejowiczPublished in: Cybern. Syst. (2015)
Keyphrases
- base classifiers
- ensemble methods
- mining data streams
- multi class
- ensemble learning
- decision trees
- classifier ensemble
- ensemble pruning
- data streams
- training set
- concept drift
- random forest
- ensemble classifier
- test data
- combining classifiers
- naive bayes
- class labels
- cost sensitive
- training samples
- pruning method
- data mining
- stream data
- machine learning methods
- benchmark datasets
- non stationary
- streaming data
- small number
- continuous data
- support vector machine
- training data
- concept drifting
- machine learning