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:
Sep. 01, 2026

Filed:

Jan. 26, 2022
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Orna Raz, Haifa, IL;

Samuel Solomon Ackerman, Haifa, IL;

Marcel Zalmanovici, Kiriat Motzkin, IL;

Eitan Daniel Farchi, Pardes Hanna-Karkur, IL;

Ramasuri Narayanam, Andhra Pradesh, IN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01);
Abstract

An example system includes a processor to receive a test set, data slices, and a measure of interest. The processor can rank the data slices based on the test set, the data slices, and the set of measures of interest. The test set includes data points from the same feature space used to train a machine learning model. Each data slice is ranked according to generated slice grades representing unique information contribution of each data slice to the measure of interest with respect to the other data slices. The processor can then present the ranked data slices.


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