Automating concept-drift detection by self-evaluating predictive model degradation.
Tania CerquitelliStefano ProtoFrancesco VenturaDaniele ApilettiElena BaralisPublished in: CoRR (2019)
Keyphrases
- concept drift
- predictive model
- change detection
- data streams
- drift detection
- historical data
- non stationary
- data stream classification
- data distribution
- artificial neural networks
- prediction model
- classification algorithm
- drifting concepts
- classification rules
- high resolution
- neural network
- database management systems
- classification models
- image analysis
- association rules
- genetic algorithm
- machine learning