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:
Sep. 19, 2023
Filed:
Mar. 01, 2022
Rovi Product Corporation, San Jose, CA (US);
Sankar Ardhanari, Windham, NH (US);
Sai Rahul Reddy Pulikunta, North Andover, MA (US);
Sashikumar Venkataraman, Andover, MA (US);
Abubakkar Siddiq, Methuen, MA (US);
Ganesh Ramamoorthy, Andover, MA (US);
Rovi Product Corporation, San Jose, CA (US);
Abstract
Methods and systems are disclosed herein for accurately training a machine learning model with a reduced training data set. A large number of data records may be parsed. Each record may be reduced to a set of symbols representing the composition of each record. A user may assign a classification to each symbol within each record. Records with identical arrangements and classifications of symbols may be grouped together, and a representative sample of data records from each group may be fed into the model as the reduced training data set.