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Here we have used gene frequency (i.e. the count of 'gene occurrences' in the best performing rules), to identify the markers that provide the most value for developing an accurate classifier, an approach that borrows from the "symbolic discriminant analysis" method [ 17].
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The best performing rule will allow clinicians to be more selective in determining which patients require investigation.
Furthermore, we externally validated the best performing rule for TB diagnosis in HIV patients recommended by WHO, ie, presence of cough for any duration, fever, night sweats, or weight loss, in our dataset.
The structure of a D/s dynamic can offer someone with depression an anchor: basic goals, tasks to perform, rules to follow.
Each cell then performs rules specific to its own position in the cell cycle.
The key idea is to provide a simple solution to perform rule-based extraction of triples using POS-tagged text.
Take That then performed "Rule the World".
The examinations performed ruled out all the disorders commonly associated with this clinical pattern, and the patient's conditions improved only after the suspension of tenofovir.
The major operations of DMSM include FP-growth performing, association rules generating, and suitable groups selecting.
PART [ 62] performs rules extraction with an indirect method.
The system first performs rule-based sleep stage scoring, according to the Rechtschaffen and Kale's sleep-scoring rule (1968), and then supplements the scoring with case-based reasoning.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com