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System and method of mining time-changing data streams using a dynamic rule classifier having low granularity
System and method of mining time-changing data streams using a dynamic rule classifier having low granularity
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机译:使用具有低粒度的动态规则分类器来挖掘时变数据流的系统和方法
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摘要
A dynamic rule classifier for mining a data stream includes at least one window for viewing data contained in the data stream and a set of rules for mining the data. Rules are added and the set of rules are updated by algorithms when an drift in a concept within the data occurs, causing unacceptable drops in classification accuracy. The dynamic rule classifier is also implemented as a method and a computer program product.
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