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, 2016
Filed:
Feb. 21, 2013
Oracle International Corporation, Redwood Shores, CA (US);
Joseph Yarmus, Groton, MA (US);
ORACLE INTERNATIONAL CORPORATION, Redwood Shores, CA (US);
Abstract
Systems, methods, and other embodiments associated with feature generation and model selection for generalized linear models are described. In one embodiment, a method includes ordering candidate features in a dataset being considered by a streamwise feature selection process according to an inclusion score that reflects a likelihood that a given candidate feature will be included in the GLM. The ordered candidate features are provided to the streamwise feature selection process for acceptance testing. In one embodiment, the method also includes selecting penalty criterion for use in the acceptance testing that is based on characteristics of the dataset.