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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.:

US 11842158 B1

PDFFull Text
Date of Patent:
Dec. 12, 2023

Filed:

Feb. 12, 2021

Interpretable semantic indication of machine learning output

Applicant:

Sap SE, Walldorf, DE;

Inventors:

Alexander Schreiber, Wimsheim, DE;

Vladimir Shapiro, Sinsheim, DE;

Joachim Sander, Bensheim, DE;

Assignee:

SAP SE, Walldorf, DE;

Attorney:

Fish & Richardson P.C.

Primary Examiner:

Antim G Shah

Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 3/14 (2006.01); G06N 20/00 (2019.01); G06F 40/51 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 3/14 (2013.01); G06F 40/51 (2020.01); G06N 20/00 (2019.01);
Abstract

Implementations include receiving, by a semantic translation service of a ML platform, an output data set from a ML model, the output data set including a predicted value and a set of metrics, determining, by the semantic translation service, a numerical value based on at least two or more metrics in the set of metrics, selecting, by the semantic translation service, a semantic result by mapping the numerical value to a projection including two or more semantic values, and transmitting, by the ML platform, a prediction result at least partially including the semantic result for selective display to a user using one or more user interfaces (UIs).

Find Patent Forward Citations

Schreiber, Alexander. (2023). Interpretable semantic indication of machine learning output (U.S. Patent No. 11842158). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11842158

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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