Evolving Data Stream Classification and the Illusion of Progress 

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Data is being generated in real-time in increasing quantities and the distribution generating this data may be changing and evolving. In a paper presented at ECML-PKDD 2013 titled “Pitfalls in benchmarking data stream classification and how to avoid them“, we show that classifying data streams has an important temporal component, which we are currently not […]