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An application to a real-world instance consisting of small rural islands located in the south of Chile shows the effectiveness and complexity of the model, along with the advantages of using a waste compactor instead of transporting the waste using bins onboard a barge.
This yields a problem instance consisting of the reconciled trees T a and T b for orthology groups a and b, and the set of interactions.
The reason we chose MULTMYEL as our test dataset was that it is one of the largest datasets loaded into our tranSMART database instance, consisting of 559 samples and 54,675 probesets for each sample, totalling approximately 30.5 million records.
To increase the precision, we use a machine learning-based approach formulating the relation detection as a binary classification problem: each instance (consisting of a pair of entities) is classified either as not-containing a relation or belonging to one of the four-relation classes.
Casting the problem in a binary classification framework, we refer to each protein domain as an instance, with the ith instance consisting of a feature vector x i ∈ [1 × n] and a label y i ∈ {0,1}, with n denoting the feature count.
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"Canyon," for instance, consisted of a stuffed bald eagle attached to a canvas.
The test for dishwashers, for instance, consisted of moving pegs on a pegboard on a table.
Photographs in newspapers, for instance, consist of an array of dots that are either black or white.
"Genetically Modified Organisms -- Corn" (2001), for instance, consists of clear, blown-glass corncobs inserted into forged steel husks.
Some 8% of the workforce in and around Vicenza, for instance, consists of foreigners.
One, for instance, consisted of three deliberately smashed quern-stones, while another was made up of iron agricultural tools.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com