Visualization of a machine learning confidence score and rationale
US11029814B1 · kind B1 · utility
2Cited by
8References
20Claims
0Family size
Assignee
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Key dates
| Filing date | Jul 2, 2020 |
| Grant date | Jun 8, 2021 |
| Priority date | — |
| Expiry date | Jul 2, 2040 |
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.