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During the process of construction investment decision, quite a lot of indexes may be involved, but not all indexes are indispensable to any projects. There are many redundant indexes. In order to improve the efficiency and reliability for evaluation, this article first introduces data mining technique and rough sets, and then applies the rough sets conducting attribute reduction to evaluation indexes...