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The topic terms generated for text clusters are taken as input to the summarizer which are shuffled and broadcasted to the mappers in Map-Reduce framework.
Count matrices generated for pathway-level comparisons consisted of 353 pathways and a matrix of KO terms comprised of 4,399 KO terms generated for gene-level comparisons.
We found that for in total 420 000 terms generated for the evaluation in section 4.1 only 10 contained the words without, excluding or not and only 462 the word and Schober et al. also emphasize the importance of term re-use.
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His approach was holistic by the end of the nineteenth century, "Humboldtian science" was the term generated for the combination of scientific empiricism, precise instrumentation, and the pursuit of the interconnectedness of all things von Humboldt found in his approach to the natural world.
Interaction terms were generated for terms significantly associated by Spearman rank correlation but retained only where contributing to model fit.
(PPT 486 kb) Additional file 9: Hierarchical tree graph of the over-represented molecular function GO terms generated by SEA for down-regulated differentially expressed specific genes (DESGs) in the two DTNs under different WD treatments.
C: Cellular Components, F: Molecular Functions, P: Biological Process (XLSX 42 kb) Additional file 8: Hierarchical tree graph of the over-represented molecular function GO terms generated by SEA for up-regulated differentially expressed specific genes (DESGs) in the two DTNs in different WD treatments.
Statistical second-order model including interaction and polynomial terms was generated for all the response variables.
Then some common lexical variations of the terms are generated, for example, "haemocyte" to "hemocyte" using the Specialist Lexicon [ 20] in UMLS.
Multivariable linear regression models were constructed adjusting for potential confounders including current BMI, age, race, and age of first live birth, and interaction terms were generated for the genotype of each SNP compared to a baseline genotype.
We collected all unique candidate term pairs generated for the dictionary creation and grouped them together in their base forms.
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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