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The following two procedures are required to create attributes and attribute values corresponding to the Prolog clauses of the inputted problem.
To create attributes representing gene expression levels reported by the anatomy tool, we used the aforementioned lists of ageing-related and non-ageing-related DNA repair genes and searched for expression profiles pre-selected by the annotation adult human tissue in the Genevestigator's anatomy array collection.
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Many methods have been proposed to create attribute weights which are used to aggregate attributes in a simple additive weighting way.
At this stage, one can set the question or problem conditions (or both the question and problem conditions) for the created attributes.
These relations, including the knowledge for creating attribute relations, are expressed in one graph; the arrow from the problem to question condition indicates the relation between the attributes.
Finally, CyKEGGParser creates attribute-based "kegg_vs" visual style, which is applied on the network with VisualMappingManager of Cytoscape API.
PCA creates new features by combining the existing ones to create better attributes, while correlation feature selection only selects the best attributes as they are, that is, without the creation of new ones, based on the predictive power.
You create signature attributes that you carry from generation to generation.
This technique is used to normalize terms and create new attributes in order to change and expand original text samples aiming to alleviate factors that can degrade the algorithms performance, such as redundancies and inconsistencies.
Scores from the pair wise comparison (0 or 1) for each attribute were added together to create an attribute score for each characteristic for each individual.
Especially on the data set with short and unstructured reports, one of the annotators tended to create missing attribute annotations while the other annotator found appropriate concepts in the terminology.
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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