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:
Oct. 22, 2024
Filed:
Feb. 16, 2022
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Jody Ann Thoele, Bloomington, IL (US);
Jaime Skaggs, Chenoa, IL (US);
Scott Thomas Christensen, Salem, OR (US);
Ashish Sawhney, Bloomington, IL (US);
Neill Broadstone, Bloomington, IL (US);
Angela Glusick, Bloomington, IL (US);
Gustufus Phillip Theofanis, Indianapolis, IN (US);
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US);
Abstract
Systems and methods for determining a reparability of a vehicle are provided. In some embodiments, vehicle data is obtained, and a list of variables is generated from the obtained data. A machine learning algorithm may then be trained to generate a reparability metric by: (i) generating correlation metrics between the variables and costs to repair the vehicle, (ii) removing variables with correlation metrics below a threshold, and (iii) training the machine learning algorithm based upon unremoved variables.