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For each functional category (either a KEGG pathway or GO term) a Random Forest classifier was trained, and for each classifier 500 decision trees were generated.
On half of the trials all stimuli belonged to the same category (either foods or nonfoods), and on another half of the trials there was one discrepant target – either a food target among nonfood distracters or vice versa (see Figure 1).
For each functional category (either a GO term or a KEGG pathway), a number of "features" were derived to describe the a priori similarity between the gene in question (candidate gene) and those genes known to belong to the given functional category before the prediction (reference genes).
Forty percent (n = 6580) showed significant differences (FDR < 0.05) in at least one category: either gene expression or STAT3 binding differed markedly between the two DLBCL subtypes.
Participants were required to give as many verbal responses linked to a named category (either four legged animals or fruit) in 60 s.
At the conceptual extreme, recovery might show a "category-selective" pattern with continued adaptation to any object within the same superordinate-level category (either "land animals" or "sea creatures") and full recovery to any object from a different superordinate category.
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Too many to list individually, but they all fell into one of two categories: either straightforward wish fulfillment, or explorations of exotic foreign places.
A new generation is campaigning so that children born like them aren't forced into biological categories: either socially, by being made to identify as male or female on birth certificates and other official paperwork; or on the operating table.
Especially, for the casual pants, the length of back lining fit into two categories either knee length or crotch length.
In this work we assumed that all signals can be presented in one of the two categories: either NB or BB signals.
His input is broken down into two categories: Either eye-rolling dad jokes and intensely meaningful reflections on how stoked he is to be a part of all this all completed with at least three exclamation marks.
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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