ADWIN Drift Detection: Handling Concept Drift in Streaming Data
One of the most effective techniques for detecting concept drift in streaming data is ADWIN (Adaptive Windowing). ADWIN is an adaptive sliding window algorithm designed to detect changes in data distributions dynamically and in real time. It is widely used in applications like fraud detection, network security, predictive maintenance, and real-time recommendation systems. In this … Read more