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:
Apr. 09, 2019

Filed:

Nov. 07, 2018
Applicant:

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

Inventors:

Varunraj Valsaraj, Cary, NC (US);

Bahadir Aral, Cary, NC (US);

Jinxin Yi, Raleigh, NC (US);

Roger Lee Baldridge, Jr., Cary, NC (US);

Rebecca Gallagher, Raleigh, NC (US);

Assignee:

SAS INSTITUTE INC., Cary, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/451 (2018.01); G06N 20/00 (2019.01); G06F 16/904 (2019.01);
U.S. Cl.
CPC ...
G06F 9/453 (2018.02); G06F 16/904 (2019.01); G06N 20/00 (2019.01);
Abstract

One exemplary system can receive a selection of a dataset via a graphical user interface (GUI). The dataset can represent a time-series projection. The system can feed the dataset into a first machine-learning model to obtain an output indicating whether the time-series projection has a data value that should be overridden with an override value. If the first machine-learning model indicates that the time-series projection has the data value that should be overridden, the system can feed the data value as input to a second machine-learning model to obtain an output indicating whether the override value should be greater than or less than the data value. The system can then render a visual directionality cue within the GUI based on the output from the second machine-learning model. The visual directionality cue can provide guidance for overriding the data value.


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