Machine learning document classification
US12051255B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 7, 2021 |
| Grant date | Jul 30, 2024 |
| Priority date | — |
| Expiry date | Sep 23, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for machine learning. One of the methods includes receiving a message including an attachment document; determining one or more first features from content of the attachment document; providing the first features to one or more classification models, the one or more classification models including a machine learning model, wherein the machine learning model is trained to generate a prediction of one or more classifications of attachment documents based on input features; generating one or more predicted classifications of the attachment document; and associating the one or more predicted classifications with the attachment document.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.