Self-join automated feature discovery
US12381795B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Aug 15, 2023 |
| Grant date | Aug 5, 2025 |
| Priority date | — |
| Expiry date | Aug 15, 2043 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L43/0852
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Aspects of this technical solution can generate, according to a lag time window based at least in part on a first plurality of features, a second data set via aggregation of compatible fields in the first data set, the first plurality of features corresponding to a first data set, augment the first plurality of features extracted from the first data set with a second plurality of features extracted from a third data set, the third data set corresponding to a join of the first data set and the second data set, update, via machine learning and according to a rate corresponding to the data set, a model with the third plurality of features, and instruct a user interface to present at least one performance of the model with the third plurality of features, according to the rate.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.