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Moreover, a comprehensive tutorial that guides the user during the software package downloads, set up, and the execution of the experiments on its own datasets is provided as Additional file 1.
The M m s B a y e s model performs similarly to these models when applied to its own datasets, but is sensitive to model violations and is more biased when applied to data generated under the other three models (Additional file 1: Figure S1).
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The numbers differ because each group uses its own dataset and does its own analysis, but they show a similar trend.
ReviewMeta checked up on Amazon's progress by analyzing its own dataset of around 65 million reviews across 32,060 products in all categories.
At scale, taking measurements from multiple Echo Look owners, Amazon would start to build its own dataset for size and fit — to use to further feed its clothes manufacturing efforts by enhancing and better customizing garment fit for its own fashion labels.
As we wrote in April, the Echo Look style selfie device very much looks like a way for Amazon to harvest people's full length selfies to start to build its own dataset for size and fit, which neatly dovetails with its ecommerce fashion ambitions.
As a general rule, every participating center has full access to its own dataset.
Each system had its own dataset that was selected by its coordinators and the domain experts that were involved in the annotation of the gold standard.
The register from each country produced its own dataset containing the variables agreed upon, while de-identifying patients by replacing their personal ID number with a unique serial number.
And indeed, the company has actually embarked upon just such a sweeping effort to globalize its own training datasets.
Since New York City maintains its own hospitalization dataset and has unique sociodemographic characteristics, it was also excluded.
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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