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PROBABILISTIC DATA MINING MODEL COMPARISON

来源:星星旅游
专利内容由知识产权出版社提供

专利名称:PROBABILISTIC DATA MINING MODEL

COMPARISON

发明人:Christoph LINGENFELDER,Pascal

POMPEY,Michael WURST

申请号:US13214105申请日:20110819

公开号:US20120084251A1公开日:20120405

专利附图:

摘要:A first data mining model and a second data mining model are compared. A firstdata mining model M represents results of a first data mining task on a first data set D

and provides a set of first prediction values. A second data mining model M representsresults of a second data mining task on a second data set D and provides a set of secondprediction values. A relation R is determined between said sets of prediction values. Forat least a first record of an input data set, a first and second probability distribution iscreated based on the first and second data mining models applied to the first record. Adistance measure d is calculated for said first record using the first and secondprobability distributions and the relation. At least one region of interest is determinedbased on said distance measure d.

申请人:Christoph LINGENFELDER,Pascal POMPEY,Michael WURST

地址:Herrenberg DE,Nanterre FR,Stuttgart DE

国籍:DE,FR,DE

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