Concept drift

Concept drift happens when the assumptions made about a situation or the environment around it changes over time. For example, if you're trying to predict the weather, the assumptions you make about the weather today might change in a few weeks or months. So concept drift is the idea that the environment or situation changes in some way and affects your predictions. This can be tricky because you have to keep updating your predictions to match the new surroundings.