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:
Aug. 06, 2022
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
A copy of a model comprising a plurality of trees is received, as is a copy of training set data comprising a plurality of training set examples. For each tree included in the plurality of trees, the training set data is used to determine which training set examples are classified as a given leaf. A blame forest is generated at least in part by mapping each training set item to the respective leaves at which it arrives.