Patent ID: 11861728
Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system for enabling the management of data models, comprising:
a user interface;
a memory storing a set of computer-executable instructions; and
a processor interfaced with the user interface and the memory, and configured to execute the computer-executable instructions to cause the processor to:
generate a model build partition, including enabling a user to input, via the user interface:
a storage location where a modeling output is to be stored,
a set of variables to be binned,
a set of identifications for (1) at least one of a training dataset and a validation dataset, and (2) modeling data, and
a set of selections associated with at least one of: (i) an exploratory data analysis (EDA), (ii) a variable selection, and (iii) a challenger model comparison,

generate the modeling output according to the model build partition, and
cause the user interface to display a set of results associated with generating the modeling output, the set of results including: (a) a set model level results, and (b) a set of variable level results.