Data Stream Ensemble Classification Algorithm Based on Information Entropy Updating Weight
In the dynamic data stream,due to its instability and the existence of concept drift,the ensemble classification model needs the ability to adapt to the new environment in time.At present,the weight of the base classifier is usually updated by using the supervision information,so as to give higher w...
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| Format: | Article |
| Language: | zho |
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Editorial office of Computer Science
2022-03-01
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| Series: | Jisuanji kexue |
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| Online Access: | https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-3-92.pdf |