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:
Jul. 13, 2021

Filed:

Oct. 14, 2016
Applicant:

Nike, Inc., Beaverton, OR (US);

Inventors:

George Chen, Cambridge, MA (US);

Vishal Doshi, Somerville, MA (US);

Ying-zong Huang, Seattle, WA (US);

Vighnesh Sachidananda, Stanford, CA (US);

Devavrat Shah, Waban, MA (US);

Vasudha Shivamoggi, Boston, MA (US);

Assignee:

NIKE, Inc., Beaverton, OR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 7/00 (2006.01); G06F 16/9536 (2019.01); G06N 5/04 (2006.01); G06Q 30/06 (2012.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 7/005 (2013.01); G06F 16/9536 (2019.01); G06N 5/04 (2013.01); G06Q 30/0601 (2013.01); G06N 5/025 (2013.01);
Abstract

Methods and apparatus for predicting unknown values given a data set of known values. A prediction engine ingests a variety of data sets. Once the dataset has been ingested, requests for predictions may be presented to the prediction engine. The engine responds with a prediction as well as a confidence score based on the ingested information using a variety of techniques. Some of these techniques identify witness values in the ingested data that are similar to the requested prediction, other techniques compute witness values from ingested data, etc. These witness values are aggregated to yield an answer and a confidence level in a way that permits the user to review the underlying witness values.


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