The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 03, 2011
Filed:
Jan. 19, 2009
Boriana L. Milenova, Somerville, MA (US);
Joseph S. Yarmus, Groton, MA (US);
Marcos M. Campos, Cambridge, MA (US);
Mark A. Mccracken, Belmont, MA (US);
Boriana L. Milenova, Somerville, MA (US);
Joseph S. Yarmus, Groton, MA (US);
Marcos M. Campos, Cambridge, MA (US);
Mark A. McCracken, Belmont, MA (US);
Oracle International Corporation, Redwood Shores, CA (US);
Abstract
An implementation of SVM functionality improves efficiency, time consumption, and data security, reduces the parameter tuning challenges presented to the inexperienced user, and reduces the computational costs of building SVM models. A computer program product for support vector machine processing in a computer system comprises computer program instructions for storing data, providing an interface to client software, building a support vector machine model on at least a portion of the stored data, based on a plurality of model-building parameters, estimating values for at least some of the model-building parameters, and applying the support vector machine model using the stored data to generate a data mining output.