AUC Estimation and Concept Drift Detection for Imbalanced Data Streams with Multiple Classes.
Shuo WangLeandro L. MinkuPublished in: IJCNN (2020)
Keyphrases
- concept drift
- drift detection
- multiple classes
- data streams
- class distribution
- class imbalance
- multi class
- streaming data
- sliding window
- non stationary
- classification algorithm
- change detection
- data sets
- data distribution
- decision trees
- incoming data
- neural network
- naive bayes
- model selection
- support vector machine
- multi label classification