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We first reviewed all Chinese local government performance evaluation forms to find that there came across a deadlock in the practice of evaluation. We discovered because the present performance evaluation cannot deal with the quality and quantity, certainty and uncertainty well, they have caused some deadlocks. In order to get out of the deadlocks, we use data mining as a tool to establish the government...