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Many startups we encounter have the "cold start" problem of not having enough quality labelled data to train their computer algorithms.
- If S has an initial amount set, we create the restriction: Rep(S) SubClassOf: has-quality some PATO:0000125, where PATO:0002193 is the quality labelled Mass.
- If S has an initial concentration, we further create the restriction: Rep(S) SubClassOf: has-quality some PATO:0000033, where PATO:0000033 is the quality labelled Concentration.
- If S has an initial charge set, we create the restriction: Rep(S) SubClassOf: has-quality some PATO:0002193, where PATO:0002193 is the quality labelled Charge.
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In practice, high-quality labeled data are often hard to come by, especially for learning tasks in a new region.
"Innovation of AI algorithms is fueled by large, high-quality, labeled datasets like SpaceNet and flexible, open-source machine learning tools," said Dr. Jon Barker, Solutions Architect at NVIDIA.
quality label to the Russian Federation".
Better food choices can be supported by quality labelling.
The quality label "Protected Designation of Origin" (PDO) protects and controls product quality.
"Ghent is like a quality label so everybody is very happy to live here".
The quality label is highly flexible: not everyone defines it in the same way.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com