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

Claim 0:
1. A computer-implemented method in a computing device of enabling the management of data models, the method comprising:
generating, by a computer processor, a model build partition, including enabling a user to input, via a 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;

generating, by the processor, the modeling output according to the model build partition; and
displaying, in the user interface, a set of results associated with generating the modeling output, the set of results including: (a) a set of model level results, and (b) a set of variable level results.