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Even though the dataset has tags for: resident, tourist and unknown, the given categorization is not comprehensive and in some cases is not consistent.
For each of these categorizations a given target may be in more than one group, for example a Tup1 target bound by both Sut1 and Mig1.
8Each decomposition requires categorization of a given variable.
If they disagreed with the level categorization of a given descriptor, they were asked to provide explanation and also suggest a new level for that particular descriptor.
While the geometry of Fe and its coordinating cysteine/sulfur ligands is very similar in all Fe S proteins, the amino acid sequences and peptide motifs that accommodate these clusters differ significantly even in a given class, resulting in further categorization of each group.
And in a follow-up study, the same researchers gave a new set of respondents a categorization task: Participants who earlier had imagined a crowd showed quicker reaction times to words like "unaccountable" and "exempt".
Consequently, the absence of a certain character does not exclude the categorization of an organism as a given species.
The higher the MI of a given fragment, the more useful the fragment is for categorization (i.e., the more information it conveys).
For phototransduction genes, this categorization was determined by the cell type in which a given gene is expressed.
Training data for this categorization process require ground truth tags, indicating the positiveness or negativeness of a given sentence.
Sub-categorization is performed within each category, to accommodate more than one representative genome for a given category.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com