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The changes in the variance of differences vector for data streams with non-recurring drift

The changes in the variance of differences vector for data streams with non-recurring drift

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The classification of data stream susceptible to the concept drift phenomenon has been a field of intensive research for many years. One of the dominant strategies of the proposed solutions is the application of classifier ensembles with the member classifiers validated on their actual prediction quality. This paper is a proposal of a new ensemble...