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Contradictory data can exist in any dataset when the data contain conflicting information.
LDA [30] maximizes the ratio of between-class variance to the within-class variance in any dataset.
Says King: "There's an enormous amount of information in any dataset that was worth publishing to begin with, and there is probably some other discovery to be made in there.
To determine significant changes in proteins between the control and treatment datasets, only proteins identified with at least three peptides in any dataset were included in further analysis.
In order to assess the microbial diversity present in any dataset, the ability to appropriately measure the distance between different sequences and to reliably group them into operational taxonomic units (OTUs) is paramount.
Differentiation was improved with the use of principal component analysis (PCA), a powerful statistical tool that allows the identification of patterns in any dataset and highlights their similarities and differences.
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The surgical category was very strongly correlated with OS in any datasets in which the follow-up duration was restricted to within 1, 2, or 3 years.
In fact, any dataset where the input is made by the researcher instead of a controlling organization may suffer from inconsistencies.
CEL groups can be assigned to any dataset in which the patient's name is known.
No differences were observed between the MtRev and MtArt models in ML trees for any dataset.
Interestingly, motif 1 and motif 5 have not been previously reported in any pY dataset, and could be specifically enriched in hESC.
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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