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:
Feb. 06, 2024
Filed:
May. 20, 2022
Applicant:
H2o.ai Inc., Mountain View, CA (US);
Inventors:
Assignee:
H2O.ai Inc., Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06N 7/00 (2023.01); G06N 20/00 (2019.01); G06F 18/23213 (2023.01); G06F 18/243 (2023.01); G06F 3/01 (2006.01);
U.S. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 18/23213 (2023.01); G06F 18/24323 (2023.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01);
Abstract
Input data associated with a machine learning model is classified into a plurality of clusters. A plurality of linear surrogate models are generated. One of the plurality of linear surrogate models corresponds to one of the plurality of clusters. A linear surrogate model is configured to output a corresponding prediction based on input data associated with a corresponding cluster. Prediction data associated with the machine learning model and prediction data associated with the plurality of linear surrogate models are outputted.