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Limiting instance selection to the perceived uncertainty region seems adequate when we have at least one labeled instance from each class in which case the perceived uncertainty region is probably consistent with the target concept.
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This worker node limits instances' connectivity with the rest of cloud environment.
The quarantine worker node has specific functionalities and tasks, including: This worker node limits instances' connectivity with the rest of cloud environment.
As an individual gene may have limited instances for a particular category, we merged classification results from the top eight genes and reported category-specific performance on the merged data set.
Sales of equipment to maintain the country's oil infrastructure could be limited, for instance.
The size that can be downloaded is also "limited" — for instance, he says "you can't get the entire city of Berlin".
Consequently, Object storage is unlikely to be suited to heavy I/O needs and so our disk I/O considerations will be limited to instance storage and attached storage.
If we limit, for instance, screening to 33% of the adult population ≥ 35 yrs. the cost per screening could rise to 3.18 US$ (sensitivity 100%), 1.93 US$ (sensitivity 75%) and 0.69 US$ (sensitivity 50%).
This allows a more accurate verification of predicted genes, although also hybrid approaches are limited for instance by incomplete evidence or insufficient training data.
PROforma provides some facilities for the definition of task classes, but the expressive power of these facilities is limited (for instance they do not allow task classes to be grouped into hierarchies) and they are rather awkward to use.
For practical reasons the number of variables selected were limited, for instance SES was not measured directly, but the dental insurance variable functioned as a proxy for this, albeit not as detailed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com