发明名称 |
Lagrangian support vector machine |
摘要 |
A Lagrangian support vector machine solves problems having massive data sets (e.g., millions of sample points) by defining an input matrix representing a set of data having an input space with a dimension of n that corresponds to a number of features associated with the data set, generating a support vector machine to solve a system of linear equations corresponding to the input matrix with the system of linear equations defined by a positive definite matrix, and calculating a separating surface with the support vector machine to divide the set of data into two subsets of data
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申请公布号 |
US2003093393(A1) |
申请公布日期 |
2003.05.15 |
申请号 |
US20020114419 |
申请日期 |
2002.04.01 |
申请人 |
MANGASARIAN OLVI L.;MUSICANT DAVID R. |
发明人 |
MANGASARIAN OLVI L.;MUSICANT DAVID R. |
分类号 |
G06E1/00;G06E3/00;G06F15/18;G06G7/00;G06K9/62;(IPC1-7):G06E1/00 |
主分类号 |
G06E1/00 |
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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