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:
Oct. 24, 2023

Filed:

Dec. 31, 2019
Applicant:

Datainfo Com Usa, Inc., Austin, TX (US);

Inventors:

Mubbashir Nazir, Kolkata, IN;

Atanu Maity, Kolkata, IN;

Chun Wang, Austin, TX (US);

Patrick John Thielke, Houston, TX (US);

Wensu Wang, Katy, TX (US);

Ligang Bai, Houston, TX (US);

Assignee:

Data Info Com USA, Inc., Austin, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 40/08 (2012.01); G06V 10/75 (2022.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06N 3/084 (2023.01); G06F 18/211 (2023.01); G06F 18/213 (2023.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06Q 40/08 (2013.01); G06F 18/211 (2023.01); G06F 18/213 (2023.01); G06N 3/084 (2013.01); G06N 5/01 (2023.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01); G06V 10/7553 (2022.01);
Abstract

Methods, systems and apparatuses, including computer programs encoded on computer storage media, are provided for generating prediction models related to targeting and acquiring customers. Thousands of variables of historical data, including data for prospects and external data, are used to train the prediction models. The variables are pre-processed, then sensitivity analysis is performed on the input variables with respect to the target. The variables with the most influence on the target are selected and added to the feature set used for training a prediction model.


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