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:
Feb. 17, 2026

Filed:

Sep. 09, 2021
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Jing Xu, Xi'an, CN;

Si Er Han, Xi'an, CN;

Xue Ying Zhang, Xi'an, CN;

Steven George Barbee, Amenia, NY (US);

Ji Hui Yang, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/2155 (2023.01); G06F 18/23 (2023.01);
Abstract

A computer implemented method for machine learning model training. A number of processor units creates a cluster model comprising labeled samples and unlabeled samples. The number of processor units identifies cluster information for the labeled samples from the cluster model. The number of processor units adds a set of new features to a set of original features for the labeled samples using the cluster information to form an extended set of features for the labeled samples, wherein the labeled samples with the set of original features and the set of new features form a training data set for training a machine learning model.


Find Patent Forward Citations

Loading…