Interpretable feature discovery with grammar-based bayesian optimization
US11886512B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | May 7, 2022 |
| Grant date | Jan 30, 2024 |
| Priority date | — |
| Expiry date | May 7, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F16/90335
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method, a system, and a computer program product for generating an interpretable set of features. One or more search parameters and one or more constraints on one or more search parameters for searching data received from one or more data sources are defined. The data received from one or more data sources is searched using the defined search parameters and constraints. One or more first features are extracted from the searched data. The first features are associated with one or more predictive score values. The searching is repeated in response to receiving a feedback data responsive to the extracted first features. One or more second features resulting from the repeated searching are generated.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.