发明名称 |
APPARATUS, SYSTEM, AND METHOD FOR DETERMINING A PARTIAL CLASS MEMBERSHIP OF A DATA RECORD IN A CLASS |
摘要 |
An apparatus, system, and method are disclosed for determining a partial class membership of a data record in a class. The apparatus includes a record set acquisition module that receives a set of reference records having the same independent variables and belonging to a known class within a group of classes. An unknown-class record receiving module receives an unknown-class record having same independent variables as reference records. A class identification module creates a class vector for each reference record identifying whether the record is in a class. A weighting module calculates a set of unknown-class record weights for the unknown-class record. A classification module determines a partial class membership for the unknown-class record for each class in the group of classes using the set of unknown-class record weights. Each partial class membership identifies a probability that the unknown-class record belongs to a corresponding class in the group of classes.
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申请公布号 |
US2010299294(A1) |
申请公布日期 |
2010.11.25 |
申请号 |
US20090469599 |
申请日期 |
2009.05.20 |
申请人 |
MOTT JACK E;MADRAZO MICHAEL A |
发明人 |
MOTT JACK E.;MADRAZO MICHAEL A. |
分类号 |
G06N3/08;G06F15/18;G06F17/30 |
主分类号 |
G06N3/08 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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