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Time course for processing a single chunk by different methods depending on the current number of chunks processed and the number of attributes on Multi-Layer Perceptron

Time course for processing a single chunk by different methods depending on the current number of chunks processed and the number of attributes on Multi-Layer Perceptron

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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...