Patent ID: 11954603
Assignee: LIBERTY MUTUAL INSURANCE COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The non-transitory computer storage medium of claim 17, further comprising:
generating, based at least in part on the neutralized training data object, a neutralized prediction for each training predictive entity of the one or more training predictive entities using the neutralized prediction model;
generating, based at least in part on the initial training data object, a non-neutralized prediction for each training predictive entity of the one or more training predictive entities using the initial prediction model; and
generating an isolated impact score for the one or more control predictor variable types by comparing each neutralized prediction for each training predictive entity of the one or more training predictive entities and each non-neutralized prediction for each training predictive entity of the one or more training predictive entities.