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:
Jun. 13, 2023
Filed:
Jun. 05, 2020
Applicant:
Mug Life, Llc, Austin, TX (US);
Inventor:
Robert Cohen, Austin, TX (US);
Assignee:
MUG LIFE, LLC, Austin, TX (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/00 (2023.01); G06N 5/04 (2023.01); G06N 20/20 (2019.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 5/01 (2023.01); G06N 20/20 (2019.01);
Abstract
A method, system, and computer-usable medium are disclosed for, comprising: examining pairs of samples in each leaf node of a plurality of decision trees and for each pair of samples, determining a neighbor frequency of each pair of samples as a frequency of how often such pair of samples are filtered into a particular leaf node of the plurality of decision trees and for each leaf node of the plurality of decision trees, determining a neighbor frequency of the leaf node as an average of the neighbor frequencies of the samples of the leaf node.