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. 28, 2020

Filed:

Nov. 19, 2018
Applicant:

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

Inventors:

Srivatsn Narayanan, Bothell, WA (US);

Kesavan Shanmugam, Redmond, WA (US);

Mark A. Wilson-Thomas, Mercer Island, WA (US);

Vivian Julia Lim, Redmond, WA (US);

Jonathan Daniel Keech, Kirkland, WA (US);

Shengyu Fu, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/35 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 8/35 (2013.01); G06N 20/00 (2019.01);
Abstract

Improving the results and process of machine learning service in computer program development. A client's codebase is accessed. A set of features are extracted from the client's codebase. One or more features from the set of features are then selected. Thereafter, at least one of the selected features is sent to a machine learning service that uses the received feature(s) to build custom model(s) for the client's computer system.


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