How good is the Electricity benchmark for evaluating concept drift adaptation
Indrė Žliobaitė · arXiv (Cornell University) · 2013
In this correspondence, we will point out a problem with testing adaptive classifiers on autocorrelated data. In such a case random change alarms may boost the accuracy figures. Hence, we cannot be sure if the adaptation is working well.