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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 12430576 B1

PDFFull Text
Date of Patent:
Sep. 30, 2025

Filed:

Mar. 01, 2024

Data blaming

Applicant:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Inventors:

William Redington Hewlett, Ii, Mountain View, CA (US);

Seokkyung Chung, Sunnyvale, CA (US);

Lin Xu, Saratoga, CA (US);

Assignee:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Attorney:

Van Pelt, Yi & James LLP

Primary Examiner:

Shane D Woolwine

Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 18/2431 (2023.01); G06N 5/01 (2023.01); G06N 5/025 (2023.01); G06N 20/00 (2019.01); G06N 20/10 (2019.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06N 5/01 (2023.01); G06N 5/025 (2013.01); G06N 20/10 (2019.01);
Abstract

An identification of an item that was misclassified by a classification model constructed in accordance with a machine learning technique is received. One example of such a machine learning technique is a random forest. A subset of training data, previously used to construct the model, and that is associated with the item is identified. At least a portion of the identified subset is provided as output.

Find Patent Forward Citations

Hewlett, Ii, William. (2025). Data blaming (U.S. Patent No. 12430576). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12430576

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

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