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:
Nov. 07, 2023

Filed:

Aug. 06, 2021
Applicant:

Netskope, Inc., Santa Clara, CA (US);

Inventors:

Ravindra K. Balupari, San Jose, CA (US);

Sandeep Yadav, South San Francisco, CA (US);

Assignee:

Netskope, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/31 (2019.01); G06F 16/35 (2019.01); G06F 16/951 (2019.01); G06N 20/10 (2019.01); G06F 18/2411 (2023.01);
U.S. Cl.
CPC ...
G06F 16/313 (2019.01); G06F 16/35 (2019.01); G06F 16/951 (2019.01); G06F 18/2411 (2023.01); G06N 20/10 (2019.01);
Abstract

The technology disclosed relates to a system. The system comprises a trained multi-label support vector machine running a one-vs-the-rest classifier. The trained multi-label support vector machine running a one-vs-the-rest classifier is configured with trained parameters. The trained parameters are learned from training the trained multi-label support vector machine running the one-vs-the-rest classifier on document features of documents belonging to a plurality of label classes, and hyperplane determinations on label classes in the plurality of label classes. The trained parameters include distributions of distances between the label classes and the hyperplanes.


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