Recursive feature eliminating method based on a support vector machine
US7685077B2 · kind B2 · utility
6Cited by
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15Claims
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Key dates
| Filing date | Aug 11, 2005 |
| Grant date | Mar 23, 2010 |
| Priority date | — |
| Expiry date | Apr 16, 2027 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Method, apparatus and system are described to perform a feature eliminating method based on a support vector machine. In some embodiments, a value for each feature in a group of features provided by a training data is determined. At least one feature is eliminated from the group by utilizing the value for each feature in the group. The value for each feature in the group is updated based upon a part of the training data that corresponds to the eliminated feature.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.