公开(公告)号：WO2021203088A1

公开(公告)日：2021-10-07

申请号：PCT/US2021/025747

申请日：2021-04-05

Applicant: INSURANCE SERVICES OFFICE, INC.

Inventor： DARDIA, Kristen ,  WALLER, Tracey ,  SINGH, Ekampreet ,  MATIJOSAITIENE, Irina ,  STOLL, Frederick

IPC: G06F16/00 ,  G06F16/35 ,  G06F16/55 ,  G06N5/02 ,  G06Q30/02 ,  G06F16/2365 ,  G06F16/285 ,  G06K9/6287 ,  G06K9/6298

Abstract: Systems and methods for dynamic computer modeling using incomplete data are provided. The system can yield a total score indicative of an accuracy and reliability of a model for a given application based on incomplete data, wherein the system can receive one or more sets of datasets, and classify. A final component score for each dataset is determined by applying a weighted classification component value to the classification component score for each dataset. If the system determines that there is at least one incomplete or missing dataset among the set of datasets, the system determines a final component score and determines the total score by aggregating the final component scores for each complete dataset and the final component scores for each incomplete or missing dataset.