Systems and methods for identifying influential training data points
US11593673B2 · kind B2 · utility
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4References
17Claims
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Key dates
| Filing date | Oct 7, 2019 |
| Grant date | Feb 28, 2023 |
| Priority date | — |
| Expiry date | May 21, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
There is disclosed a method and system for identifying relevant training data points for a prediction by a machine learning algorithm (MLA). The method comprises determining indicators of influence for training data points used to train the MLA. A normalizing function is applied to the indicators of influence to determine normalized indicators of influence. Training data points having the highest and lowest normalized indicators of influence are output for display.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.