Invention Grant
US08725663B1 System, method, and computer program product for data mining applications
有权
用于数据挖掘应用的系统，方法和计算机程序产品
- Patent Title: System, method, and computer program product for data mining applications
- Patent Title (中): 用于数据挖掘应用的系统，方法和计算机程序产品
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Application No.: US13432738Application Date: 2012-03-28
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Publication No.: US08725663B1Publication Date: 2014-05-13
- Inventor: Evangelos Triantaphyllou , David Sathiaraj
- Applicant: Evangelos Triantaphyllou , David Sathiaraj
- Applicant Address: US LA Baton Rouge
- Assignee: Board of Supervisors of Louisiana State University and Agricultural and Mechanical College
- Current Assignee: Board of Supervisors of Louisiana State University and Agricultural and Mechanical College
- Current Assignee Address: US LA Baton Rouge
- Agency: Carver, Darden, Koretzky Tessier, Finn, Blossman & Areaux, LLC
- Agent Raymond G. Areaux; J. Matthew Miller, III
- Main IPC: G06F15/18
- IPC: G06F15/18
Abstract:
A system, method, and computer program product for evaluating a set of data records to identify critical records in said set which lie very close to a class boundary and are sensitive to small changes in attribute values, such that the small changes may result in the switching of classes. Additionally, a system, method, and computer program product is presented that uses said critical records to improve performance of a classifier.
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