Class Distribution Monitoring for Concept Drift Detection.
Diego StucchiLuca FrittoliGiacomo BoracchiPublished in: CoRR (2022)
Keyphrases
- class distribution
- concept drift
- drift detection
- data streams
- class imbalance
- training set
- training data
- cost sensitive
- training samples
- highly skewed
- highly imbalanced
- change detection
- data distribution
- classification algorithm
- test set
- non stationary
- streaming data
- test data
- base classifiers
- class labels
- training examples
- multi class
- data analysis