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:
Feb. 18, 2020
Filed:
Feb. 06, 2019
Tensordro, Inc., Nashville, TN (US);
G. Edward Powell, Nashville, TN (US);
John M. Clerci, Vienna, VA (US);
Mark T. Lane, Franklin, TN (US);
Stephen C. Bedard, Charlotte, NC (US);
N. Edward White, Austin, TX (US);
TensorDRO, Inc., Nashville, TN (US);
Abstract
A data evaluation method includes a processor receiving data sets N, each of which has one or more parameters, applying the data sets N to a machine learning model and generating observations on the data sets N; and executing a network sensitivity analysis (NSA) that includes generating a N NSA curve for each of k distinct parameters in the N data sets including computing an observation Owith the data sets, and generating a N−j NSA curve for each of the of the k distinct parameters. Generating a N−J NSA curve includes removing the jdata set from the N data sets and computing an observation O. Executing the NSA further includes determining a contribution of a jdata set based on the k N NSA curves and the k N−j NSA curves; and computing a relative strength Sof each of the N data sets.