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.

Date of Patent:
Jun. 14, 2016

Filed:

Oct. 28, 2015
Applicant:

Sas Institute Inc., Cary, NC (US);

Inventors:

Patrick Hall, Durham, NC (US);

Ilknur Kaynar Kabul, Apex, NC (US);

Jared Langford Dean, Cary, NC (US);

Ralph Abbey, Raleigh, NC (US);

Susan Haller, Raleigh, NC (US);

Jorge Silva, Durham, NC (US);

Assignee:

SAS Institute Inc., Cary, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06F 17/30 (2006.01); G06N 99/00 (2010.01); G06K 9/62 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 17/18 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 17/30595 (2013.01); G06F 17/18 (2013.01); G06F 17/30312 (2013.01); G06F 17/30554 (2013.01); G06F 17/30598 (2013.01); G06F 17/30716 (2013.01); G06F 17/30958 (2013.01); G06K 9/622 (2013.01); G06K 9/6256 (2013.01); G06K 9/6272 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 3/088 (2013.01); G06N 5/02 (2013.01); G06N 99/005 (2013.01);
Abstract

A computing device to assign observations to clusters based on a statistical probability is provided. A first cluster assignment is defined by assigning the plurality of observations to a first set of clusters. A second cluster assignment is defined by assigning the plurality of observations to a second set of clusters. A set of composite clusters is defined based on the defined first set of clusters and the defined second set of clusters. For each observation, a statistical probability value for assigning an observation to each composite cluster of the defined set of composite clusters is computed based on the first and second cluster assignments and a composite cluster assignment is defined by assigning the observation to a cluster of the set of composite clusters based on the computed statistical probability value. The defined composite cluster assignment is stored.


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