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The main challenges of data streams classification include infinite length, concept-drifting, arrival of novel classes and lack of labeled instances. Most existing techniques address only some of them and ignore others. So an ensemble classification model based on decision-feedback (ECM-BDF) is presented in this paper to address all these challenges. Firstly, a data stream is divided into sequential...
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