On the Dynamics of Classification Measures for Imbalanced and Streaming Data.
Dariusz BrzezinskiJerzy StefanowskiRobert SusmagaIzabela SzczechPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- streaming data
- data streams
- concept drift
- class imbalance
- concept drifting data streams
- pattern recognition
- decision trees
- support vector
- classification algorithm
- feature extraction
- evolving data streams
- classification accuracy
- stream mining
- unsupervised learning
- data distribution
- machine learning
- text classification
- stream data
- feature vectors
- sliding window
- data sets
- multi dimensional
- mining data streams