Automatic monitoring and adjustment of machine learning model training
US11562225B2 · kind B2 · utility
1Cited by
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18Claims
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Key dates
| Filing date | Nov 26, 2018 |
| Grant date | Jan 24, 2023 |
| Priority date | — |
| Expiry date | Nov 25, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Methods and systems for training a machine learning model include training a machine learning model using training data. A status of the machine learning model's training is determined based on an accuracy curve of the machine learning model over the course of the training. Parameters of the training are adjusted based on the status. Training of the machine learning model is completed using the adjusted parameters.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.