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In our pipeline, we implemented conditions to maintain dataset quality which primarily consisted of elimination of low quality predicted proteins and discarding of partial sequences.
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The startup is also offering the ability to create and maintain datasets for automatic testing, along with the protection of being able to speedily tag and restore databases.
For the largest datasets, e.g., Triticum and Zea, it was necessary to undertake this strategy twice, so as to maintain datasets of manageable size throughout the processing.
"Government could use Brexit as an excuse to stop maintaining datasets that are produced to support EU programmes like Inspire and Eurostat, or to meet EU targets on air pollution and water quality.
BGD currently maintains datasets and tools for both OGSv1/Btau_3.1 and OGSv2/Btau_4.0 to allow users to compare assemblies.
TRS received a research grant of Euro 45,000 from Boehringer Ingelheim for extracting, merging and maintaining datasets from the primary care diagnostic centres.
In addition, specialist editorial tools and data maintenance procedures are required, to firstly add the value-added information to the original dataset and to subsequently maintain both dataset and meta-data in line with changes to our understanding of underlying reference resources such as genome/protein sequences or updates to the ontologies used to annotate the information.
In this revised model, the assumption of state of the art (SOA) on product release is dropped, technical progress is measured iteratively over time, the effective time elapsed between the SOA and a no longer SOA has been refined to include a weighted average, and a means of utilizing proxy Decision Making Unit (DMUs), was implemented to maintain the dataset over time.
With advances in technology, it may be possible to extract data from even earlier pathology reports, since all reports are typewritten, and maintain a dataset with virtually no manually entered pathology data.
We limited our testing to 10,000 masked genotypes, which represents 0.17% of the genotype matrix, in order to maintain a dataset with a reasonable amount of missing data while providing enough masked genotypes to be able to estimate imputation accuracy.
They maintain 326 datasets covering all aspects of the city: city council districts, park locations, historic structures, demographics, businesses, etc.
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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