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:
Mar. 28, 2023

Filed:

Nov. 28, 2017
Applicant:

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

Inventors:

Vijay Francis, Nashua, NH (US);

Dennis J. Chen, Wellesley, MA (US);

Jonathan Dunne, Dungarvan, IE;

Andrew T. Penrose, Castleknock, IE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 18/21 (2023.01); G06F 18/2411 (2023.01); G06F 18/2415 (2023.01); G06F 18/243 (2023.01); G06F 18/24 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 18/217 (2023.01); G06F 18/2411 (2023.01); G06F 18/24155 (2023.01); G06F 18/24323 (2023.01); G06F 18/24765 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract

Electronic message text classification framework selection is described. An incoming electronic message is classified using a current text classification framework. A classification of the electronic message by the current text classification framework is scored. A cost of re-training the current text classification is compared against a cost of switching to a different text classification framework. One of multiple text classification frameworks, which includes the current text classification framework and other text classification frameworks, is selected based on the score of the classification by the current text classification framework and a result of the comparison.


Find Patent Forward Citations

Loading…