System and method for generating ultimate reason codes for computer models
US12393849B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jul 15, 2019 |
| Grant date | Aug 19, 2025 |
| Priority date | — |
| Expiry date | Dec 31, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N5/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system and method for generating ultimate reason codes for computer models is provided. The system for generating ultimate reason codes for computer models comprising a computer system for receiving a data set, and an ultimate reason code generation engine stored on the computer system which, when executed by the computer system, causes the computer system to train a base model with a plurality of reason codes, wherein each reason code includes one or more variables, each of which belongs to only one reason code, train a subsequent model using a subset of the plurality of reason codes, determine whether a high score exists in the base model, determine a scored difference if a high score exists in the base model, and designate a reason code having a largest drop of score as an ultimate reason code.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.