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:
Mar. 22, 2011
Filed:
Apr. 07, 2010
Jayatu Sen Chaudhury, Edison, NJ (US);
Amber Gupta, Gurgaon, IN;
Prasanta Sahu, Jersey City, NJ (US);
Tirthankar Choudhuri, Gurgaon, IN;
Jayatu Sen Chaudhury, Edison, NJ (US);
Amber Gupta, Gurgaon, IN;
Prasanta Sahu, Jersey City, NJ (US);
Tirthankar Choudhuri, Gurgaon, IN;
American Express Travel Related services Company, Inc., New York, NY (US);
Abstract
Predictive models are developed automatically for a plurality of modeling variables. The plurality of modeling variables is transformed, based on a transformation rule. A clustering of the transformed modeling variables is performed to create variable clusters. A set of variables is selected from the variable clusters based on a selection rule. A regression of the set of variables is performed to determine prediction variables. The prediction variables are utilized in developing a predictive model. The development of the predictive model may include modification of the predictive model, review of the plurality of transformations, and validation of the predictive model.