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:
Jan. 05, 2021

Filed:

Oct. 07, 2016
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Klaus Marius Hansen, Lyngby, DK;

Andreea-Bogdana Botez, Lyngby, DK;

Andrei S. Panko, Copenhagen, DK;

Thomas Hejlsberg, Hørsholm, DK;

Marko Perisic, Birkerød, DK;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06Q 10/00 (2012.01); G06F 9/46 (2006.01); G06Q 10/04 (2012.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 9/46 (2013.01); G06N 5/022 (2013.01); G06Q 10/00 (2013.01); G06Q 10/04 (2013.01);
Abstract

Training prediction models and applying machine learning prediction to data is illustrated herein. A prediction instance comprising a set of data and metadata associated with the set of data identifying a prediction type is obtained. The data and metadata are used to determine an entity to train a prediction model using the prediction type. A trained prediction model is obtained from the entity. A notification system may be configured to react to monitor contextual information and apply the prediction. A workflow system may automatically perform a function in a workflow based on prediction.


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