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:
Jul. 15, 2025
Filed:
Apr. 29, 2024
Federal Home Loan Mortgage Corporation (Freddie Mac), McLean, VA (US);
FEDERAL HOME LOAN MORTGAGE CORPORATION (FREDDIE MAC), McLean, VA (US);
Abstract
In an illustrative embodiment, systems and methods include storing, to feature vectors of real estate properties, both property attributes and at least one geospatial feature located within a predetermined distance of the property's location, evaluating, using machine learning (ML) algorithm(s), subsets of properties to identify impactful features having a significant impact on property value for each property subset, and, using an ML model trained for the impactful features of a given property subset, analyze feature data to obtain a) a set of similar properties and/or b) a property valuation for each of one or more real estate properties.