Patents by Inventor Taylor McKay

Taylor McKay has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20220172255
    Abstract: Confidence-boosted automated valuation systems and methods for performing confident processing of valuations from automated valuation models are disclosed. The confidence-boosted automated valuation system uses home/model data, actual values, and predicted values of homes to train a confidence model to produce confidence scores. The system can partition the homes into confident bins each containing homes with similar confidence scores. To generate a confidence score for a predicted value of a subject home, the confidence-boosted automated valuation system can apply the trained confidence model to the subject home. Using the generated confidence score, the confidence-boosted automated valuation system can identify a confidence bin the subject home falls in. The confidence-boosted automated valuation system can compute a predicted error in the predicted value of the subject home using the confidence bin.
    Type: Application
    Filed: November 29, 2021
    Publication date: June 2, 2022
    Inventors: Bin He, Taylor McKay, Mo Zhang, Xan Vongsathorn, Andrew Martin