US 11,861,728 B2
Technology for building and managing data models
Weixin Wu, Bloomington, IL (US); Philip Sangpil Moon, Bloomington, IL (US); and Scott Farris, Bloomington, IL (US)
Assigned to STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US)
Filed by STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US)
Filed on Aug. 11, 2022, as Appl. No. 17/886,059.
Application 17/886,059 is a continuation of application No. 15/977,618, filed on May 11, 2018, granted, now 11,468,263.
Claims priority of provisional application 62/633,859, filed on Feb. 22, 2018.
Claims priority of provisional application 62/632,679, filed on Feb. 20, 2018.
Claims priority of provisional application 62/621,784, filed on Jan. 25, 2018.
Claims priority of provisional application 62/615,286, filed on Jan. 9, 2018.
Claims priority of provisional application 62/592,975, filed on Nov. 30, 2017.
Claims priority of provisional application 62/589,444, filed on Nov. 21, 2017.
Prior Publication US 2022/0383039 A1, Dec. 1, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06V 10/00 (2022.01); G06Q 40/08 (2012.01); G06F 8/35 (2018.01); G06F 17/18 (2006.01); G06F 16/904 (2019.01); G06N 20/00 (2019.01); G06F 18/40 (2023.01); G06F 18/21 (2023.01); G06N 7/01 (2023.01)
CPC G06Q 40/08 (2013.01) [G06F 8/35 (2013.01); G06F 16/904 (2019.01); G06F 17/18 (2013.01); G06F 18/2163 (2023.01); G06F 18/2193 (2023.01); G06F 18/40 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
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.