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:
Sep. 20, 2016
Filed:
Aug. 16, 2013
Applicant:
Context Relevant, Inc., Seattle, WA (US);
Inventors:
Stephen Purpura, Seattle, WA (US);
James E. Walsh, Woodinville, WA (US);
Dustin Lundring Rigg Hillard, Seattle, WA (US);
Assignee:
Context Relevant, Inc., Seattle, WA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 99/00 (2010.01); G06N 7/00 (2006.01); G06K 9/62 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06K 9/6256 (2013.01); G06K 9/6269 (2013.01); G06N 5/025 (2013.01); G06N 7/005 (2013.01);
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a machine learning model. One of the methods includes performing experiments to select a training strategy for use in training the model on a particular data set. The selected training strategy includes a binning strategy for binning the raw feature vectors before the raw feature vectors are provided to the predictive model.