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:
Apr. 21, 2009
Filed:
Nov. 24, 2003
Feng-wei Chen Russell, Cary, NC (US);
Ameet M. Kini, Sterling, VA (US);
Marcelo Cunha Loureiro, New York, NY (US);
John A. Medicke, Jr., Raleigh, NC (US);
Betsy M. Plunket, Raleigh, NC (US);
Ashish Sureka, Raleigh, NC (US);
Feng-wei Chen Russell, Cary, NC (US);
Ameet M. Kini, Sterling, VA (US);
Marcelo Cunha Loureiro, New York, NY (US);
John A. Medicke, Jr., Raleigh, NC (US);
Betsy M. Plunket, Raleigh, NC (US);
Ashish Sureka, Raleigh, NC (US);
International Business Machines Coporation, Armonk, NY (US);
Abstract
Under the present invention, a data exploration system, a customized model system and an existing model system are provided. The data exploration system analyzes user data to identify statistical information such as data distribution, data relationships, data outliners and invalid or missing data values. The customized model center iteratively generates customized data mining models in parallel based on permutations of the user data, user-provided business parameters and/or a set of model generation algorithms. The existing model system provides users with a library of existing data mining models, assembled based on the business parameters, from which they can choose one or more. In any event, any customized or existing data mining models selected can be run against the user data in parallel.