Early Concept Drift Detection via Prediction Uncertainty

Pengqian Lu, Jie Lu, Anjin Liu +1

Concept drift, characterized by unpredictable changes in data distribution over time, poses significant challenges to machine learning models in streaming data scenarios. Although…