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Architecture for a data cleansing application
Architecture for a data cleansing application
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机译:数据清理应用程序的体系结构
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摘要
A system cleanses data. The system includes an input component, a pre-process component, an automated learning component, and a post-process component. The input component receives a collection of records. The pre-process component formats the collection of records and creates a plan for cleansing the collection of records. The automated learning component performs the plan and modifies the plan based on feedback from intermediate steps within the plan. The post-process evaluation component evaluates the result of the automated learning component. The post-process component determines whether to accept the result or to feed back the result to the automated learning component.
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