On the window size for classification in changing environments
Ludmila Ilieva Kuncheva, Indrė Žliobaitė · Intelligent Data Analysis · 2009
Classification in changing environments (commonly known as concept drift) requires adaptation of the classifier to accommodate the changes. One approach is to keep a moving window on the streaming data and constantly update the classifier on it. Here