Calibration of a machine learning confidence score
US11567630B2 · kind B2 · utility
0Cited by
77References
17Claims
0Family size
Assignee
Inventors
Key dates
| Filing date | May 13, 2022 |
| Grant date | Jan 31, 2023 |
| Priority date | — |
| Expiry date | May 13, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A unique user interface for improving machine learning algorithms is described herein. The user interface comprises an icon with multiple visual indicators displaying the machine learning confidence score. When a mouse hovers over the icon, a set of icons are displayed to accept the teaching user's input. In addition, the words that drove the machine learning confidence score are highlighted with formatting so that the teaching user can understand what drove the machine learning confidence score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.