Using a Classifier Pool in Accuracy Based Tracking of Recurring Concepts in Data Stream Classification.
Mohammad Javad HosseiniZahra AhmadiHamid BeigyPublished in: LWA (2013)
Keyphrases
- data stream classification
- concept drift
- data streams
- data stream mining
- incremental learning
- individual classifiers
- classification algorithm
- feature selection
- fold cross validation
- decision trees
- training data
- feature space
- particle filter
- roc curve
- non stationary
- streaming data
- change detection
- data sets
- classification accuracy
- data analysis
- image processing
- data mining