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:
May. 12, 2026

Filed:

Nov. 16, 2021
Applicant:

Sap SE, Walldorf, DE;

Inventor:

Sundeep Gullapudi, Singapore, SG;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/21 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06N 7/01 (2023.01);
Abstract

Methods, systems, and computer-readable storage media for determining a set of potential probability thresholds based on a set of inference results provided by processing testing data through the ML model, for each potential probability threshold in the set of potential probability thresholds, determining an accuracy, selecting a probability threshold from the set of potential probability thresholds, processing an inference job including sets of entity pairs through the ML model to assign a label to each entity pair in the sets of entity pairs, each label being associated with a probability and including a type of multiple types, and for each entity pair having a label of one or more specified types, selectively removing an entity of the entity pair from further processing of the inference job by the ML model based on whether the probability associated with the label meets or exceeds the probability threshold.


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