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. 26, 2011
Filed:
Apr. 16, 2004
Stephen K. Pinto, Newton, MA (US);
Richard J. W. Mansfield, Cambridge, MA (US);
Marc Jacobs, Needham, MA (US);
Donald B. Rubin, Cambridge, MA (US);
Jay C. Hirshberg, Newton, MA (US);
Stephen K. Pinto, Newton, MA (US);
Richard J. W. Mansfield, Cambridge, MA (US);
Marc Jacobs, Needham, MA (US);
Donald B. Rubin, Cambridge, MA (US);
Jay C. Hirshberg, Newton, MA (US);
Fortelligent, Inc., Boston, MA (US);
Abstract
Models are generated using a variety of tools and features of a model generation platform. For example, in connection with a project in which a user generates a predictive model based on historical data about a system being modeled, the user is provided through a graphical user interface a structured sequence of model generation activities to be followed, the sequence including dimension reduction, model generation, model process validation, and model re-generation. Historical multi-dimensional data is received representing multiple variables transformed to be maximally predictive for at least one outcome variable to be used as an input to a predictive model of a commercial system, model development process is validated for at one or more sets of such variables and enabling a user of a model generation tool to combine at least two of the variables from the sets of variables.