How good is the Electricity benchmark for evaluating concept drift adaptation
classification
💻 cs.LG
keywords
adaptationaccuracyadaptivealarmsautocorrelatedbenchmarkboostcannot
read the original abstract
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.
This paper has not been read by Pith yet.
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.