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:
Sep. 30, 2025
Filed:
Mar. 01, 2024
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:
Primary Examiner:
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.