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. 05, 2016
Filed:
Jul. 18, 2013
Sentient Technologies (Barbados) Limited, Belleville, BB;
Hormoz Shahrzad, Dublin, CA (US);
Kaivan Kamali, State College, PA (US);
Babak Hodjat, Dublin, CA (US);
Daniel Edward Fink, Berkeley, CA (US);
SENTIENT TECHNOLOGIES (BARBADOS) LIMITED, Belleville, BB;
Abstract
Roughly described, a training database contains N segments of data samples. Candidate individuals identify a testing experience level, a fitness estimate, a rule set, and a testing set TSof the data samples on which it is tested. The testing sets have fewer than all of the data segments and they are not all the same. Testing involves testing on only the individual's assigned set of data segments, updating the fitness estimates and testing experience levels, and discarding candidates through competition. If an individual reaches a predetermined maturity level of testing experience, then validating involves further testing it on samples of the testing data from a testing data segment other than those in the individual's testing set TS. Those individuals that satisfy validation criteria are considered for deployment.