Learning under Concept Drift: A Review
Learning under Concept Drift: A Review
Concept drift describes unforeseeable changes in the underlying distribution of streaming data overtime. Concept drift research involves the development of methodologies and techniques for drift detection, understanding, and adaptation. Data analysis has revealed that machine learning in a concept drift environment will result in poor learning results if the drift …