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:
Jun. 24, 2014
Filed:
Sep. 17, 2007
Luyin Zhao, Belleville, NY (US);
Lilla Boroczky, Mount Kisco, NY (US);
Lalitha A. Agnihotri, Tarrytown, NY (US);
Michael C. Lee, New York, NY (US);
Luyin Zhao, Belleville, NY (US);
Lilla Boroczky, Mount Kisco, NY (US);
Lalitha A. Agnihotri, Tarrytown, NY (US);
Michael C. Lee, New York, NY (US);
Koninklijke Philips N.V., Eindhoven, NL;
Abstract
Methods for performing genetic algorithm-based feature selection are provided herein. In certain embodiments, the methods include steps of applying multiple data splitting patterns to a learning data set to build multiple classifiers to obtain at least one classification result; integrating the at least one classification result from the multiple classifiers to obtain an integrated accuracy result; and outputting the integrated accuracy result to a genetic algorithm as a fitness value for a candidate feature subset, in which genetic algorithm-based feature selection is performed.