Class Distribution Monitoring for Concept Drift Detection.
Diego StucchiLuca FrittoliGiacomo BoracchiPublished in: IJCNN (2022)
Keyphrases
- class distribution
- concept drift
- drift detection
- class imbalance
- training data
- data streams
- cost sensitive
- training set
- test set
- streaming data
- classification algorithm
- non stationary
- highly skewed
- data sets
- data distribution
- class labels
- base classifiers
- test data
- training examples
- prior knowledge
- feature space
- image processing
- learning algorithm
- machine learning