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System and method for revealing necessary and sufficient conditions for database analysis
System and method for revealing necessary and sufficient conditions for database analysis
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机译:揭示数据库分析的必要条件和充分条件的系统和方法
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摘要
The present invention aims to improve data mining results, and improve prediction ability for data mining activities. It encompasses a system and method for revealing the set of necessary and sufficient conditions of the values in one of the data set fields, selected by the user as the dependent variable. Based on revealing the if then rules that relate the dependent variable to the other fields by one of the known association rule systems. These if-then rules are then tested against the dependent variable values, and where they are both positive and above a pre-determined threshold, the results are a set of necessary and sufficient conditions.
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