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:
Mar. 12, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Jing Xu, Xian, CN;
Rui Wang, Xian, CN;
Xiao Ming Ma, Xi'an, CN;
Ji Hui Yang, Beijing, CN;
Xue Ying Zhang, Xi'an, CN;
Jing James Xu, Xi'an, CN;
Si Er Han, Xi'an, CN;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/01 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 5/01 (2023.01); G06N 20/20 (2019.01);
Abstract
Automated development and training of deep forest models for analyzing data by growing a random forest of decision trees using data, determining Out-of-bag (OOB) predictions for the forest, appending the OOB predictions to the data set, and growing an additional forest using the data set including the appended OOB predictions, and combining the output of the additional forest, then utilizing the model to classify data outside the training data set.