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System and method for revealing necessary and sufficient conditions for database analysis

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

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.
机译:本发明旨在改善数据挖掘结果,并提高数据挖掘活动的预测能力。它包括一种系统和方法,用于揭示一组数据集字段中的值的必要条件和充分条件,这些值由用户选择作为因变量。基于揭示一种已知关联规则系统中将因变量与其他字段相关联的if if规则。然后,将这些if-then规则与因变量值进行比较,如果这些规则都是正数且高于预定阈值,则结果是一组必要条件和充分条件。

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