%0 Journal Article
%T How good is the Electricity benchmark for evaluating concept drift adaptation
%A Indre Zliobaite
%J Computer Science
%D 2013
%I arXiv
%X 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.
%U http://arxiv.org/abs/1301.3524v1