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For example, all the relevant datasets should be included in papers.
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The model did not capture all features of the data, but it reproduced the major patterns observed in the relevant datasets.
Until now, no research group has been able to integrate and analyse the relevant datasets in a way to satisfactorily answer this major question.
To see such observations, visit the Dataset Page for the relevant datasets.
The relevant datasets are held at the Institute for Clinical Evaluative Sciences.
For the purpose of this paper, no prior selection of indicators was made, but all available relevant datasets for which thresholds (see below) could be defined, were included in the analyses.
To compile an extensive set of comparable data, we collected all relevant datasets from the two experiments and then removed the outliers or samples forming an out-group to ensure the results reflecting the real biological response to different treatments.
When submitting a Data Descriptor, authors must deposit all relevant datasets in an appropriate public repository prior submission, and the completeness of these datasets will be considered during editorial evaluation and peer-review.
To carry out the modelling, we had to use data from a range of different sources as no single dataset contains all the relevant information.
Ensure all the relevant windows are visible.
This new approach has been applied into the system NSACS to select relevant features for artificial datasets and real-world datasets and the results have shown that this approach can correctly select all the relevant features of artificial datasets and at the same time it can drastically reduce the number of features.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com