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:
Jun. 22, 2021

Filed:

Dec. 02, 2016
Applicant:

Fair Isaac Corporation, Roseville, MN (US);

Inventors:

Gerald Fahner, Austin, TX (US);

Scott Michael Zoldi, San Diego, CA (US);

Assignee:

Fair Isaac Corporation, Roseville, MN (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/2457 (2019.01); G06F 16/248 (2019.01); G06F 16/28 (2019.01); G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24578 (2019.01); G06F 16/248 (2019.01); G06F 16/24554 (2019.01); G06F 16/285 (2019.01);
Abstract

Systems and methods for generating concise explanations of scored observations that strike good, and computationally efficient, trade-offs between rank-ordering performance and explainability of scored observations are disclosed. The systems and methods described herein for explaining scored observations are based on a framework of partial dependence functions (PDFs), multi-layered neural networks (MNNs), and Latent Explanations Neural Network Scoring (LENNS).


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Fahner, Gerald. (2021). Fast automatic explanation of scored observations (U.S. Patent No. 11042551). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11042551

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