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Showing 1 to 1 of 1 for “"McDiarmid's inequality"”.
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A Reservoir of Adaptive Algorithms for Online Learning from Evolving Data Streams
… Drift Detection Method (FHDDMS), and the McDiarmid Drift Detection Methods (MDDMs), for detecting drift points with the minimum delay, false positive, and false negative rates. FHDDM is a sliding window-based algorithm and applies Hoeffding’s inequality (Hoeffding, 1963) to detect concept …