Positive feedback loops lead to concept drift in machine learning systems.
Anton KhritankovPublished in: Appl. Intell. (2023)
Keyphrases
- concept drift
- machine learning systems
- feedback loops
- machine learning
- data streams
- drift detection
- machine learning algorithms
- non stationary
- feedback loop
- fuzzy cognitive maps
- data distribution
- change detection
- classification algorithm
- learning systems
- class imbalance
- supervised learning algorithms
- ensemble learning
- learning classifier systems
- learning algorithm
- multi class
- feature vectors
- data mining