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The lack of dataset uniformity poses substantial challenges to initiatives seeking to assess the quality of healthcare systems [ 11].
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Uniformity: uniform cylindrical phantom.
In addition, we used the content of exactly one answer for each question to acquire greater uniformity across the dataset since a question with ten answers has more content than a question with one answer.
Standardised data entry screens using EPIDATA were also designed to ensure uniformity of the dataset and valid values for each variable were set to ensure high quality of the data obtained.
This example illustrates how to test the uniformity of a ranking dataset using the destat function, and we will now explain how to compare two ranking datasets using the same function.
For uniformity, we only used datasets that employed the relatively widely used Affymetrix microarrays from the HG-U133 series.
Intraspecific ranks (subspecies and varieties) were merged at the specific rank to ensure uniformity of identification across datasets.
Although numerous efforts have been made to obtain uniformity in interaction databases, interaction datasets for yeast, animals and Arabidopsis are not readily available.
We found a slight 3′ bias in the read distributions of a real dataset and determined that taking such non-uniformities into account can improve accuracy, depending on the strength of the bias.
Uniformity in the training and test dataset was shown to be important in deriving PTFs.
To establish congruence and uniformity of species concepts for European calochroid species (dataset 1) and to estimate phylogenetic relationships (datasets 2 and 3), maximum-likelihood (ML) analysis was performed with RAxML version 7.0.0 [ 61].
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