Understanding Concept Drift: A Simple Guide
How changes in the distribution arise, and the impact of verification delay.
concept-drift
Drift in Machine Learning
Why is it hard and what to do about it?
A Gentle Introduction to Concept Drift in Machine Learning - Machine Learni
Data can change over time. This can result in poor and degrading predictive performance in predictive models that assume a static relationship between input and output variables. This problem of the changing underlying relationships in the data is called concept drift in the…