发明名称 Multi-label modeling using a plurality of classifiers
摘要 Methods, systems, and apparatus, including computer programs encoded on computer storage media, for multi-label models. One of the methods includes receiving training records, each training record having an input, a first output, and a second output. The method includes generating a first classifier using as input one of the inputs and using as output a corresponding one of the first outputs. The method includes generating a second classifier using as input one of the inputs and using as output a corresponding one of the second outputs. The method includes inputting the inputs into the first classifier and generating first predictive outputs. The method includes inputting the inputs into the second classifier and generating second predictive outputs. The method also includes generating a third classifier using as input the first output and the second output and using as output the first output and the second output of the corresponding training record.
申请公布号 US8706656(B1) 申请公布日期 2014.04.22
申请号 US201113218623 申请日期 2011.08.26
申请人 LIN WEI-HAO;GREEN TRAVIS H. K.;KAPLOW ROBERT;FU GANG;MANN GIDEON S.;GOOGLE INC. 发明人 LIN WEI-HAO;GREEN TRAVIS H. K.;KAPLOW ROBERT;FU GANG;MANN GIDEON S.
分类号 G06F15/18;G06F17/00;G06N99/00 主分类号 G06F15/18
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