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.:
Date of Patent:
May. 07, 2024
Filed:
Nov. 26, 2021
Amazon Technologies, Inc., Seattle, WA (US);
Cedric Philippe Archambeau, Berlin, DE;
Sanjiv Ranjan Das, San Jose, CA (US);
Michele Donini, Berlin, DE;
Michaela Hardt, Berkeley, CA (US);
Tyler Stephen Hill, Los Altos, CA (US);
Krishnaram Kenthapadi, Sunnyvale, CA (US);
Pedro L Larroy, San Carlos, CA (US);
Xinyu Liu, Santa Clara, CA (US);
Keerthan Harish Vasist, Sunnyvale, CA (US);
Pinar Altin Yilmaz, Palo Alto, CA (US);
Muhammad Bilal Zafar, Berlin, DE;
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A determination is made that an explanatory data set for a common set of predictions generated by a machine learning model for records containing text tokens is to be provided. Respective groups of related tokens are identified from the text attributes of the records, and record-level prediction influence scores are generated for the token groups. An aggregate prediction influence score is generated for at least some of the token groups from the record-level scores, and an explanatory data set based on the aggregate scores is presented.