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In our proposed method, the information sharing ratio is tunable and may be modulated adaptively; therefore, it broadens the range of options than using a predefined information share value.
The best test ϕ * is chosen from a pool of randomly generated ones : all patches arriving at the node are evaluated by all tests in the pool and a predefined information gain of the split IG is maximized: ϕ * = Arg max ϕ IG ϕ (7).
Similar(58)
In order to investigate functional relationships in the set of differentially expressed proteins, we used the Ingenuity Pathway Analysis Software version 12.0 (Ingenuity Systems, Redwood City, CA USA) [ 63], containing a predefined data base which curates information on over 10,000 human genes.
The following information was collected in a predefined data collection form: first author's name, publication year, country, sample type, total number of cases and controls, quantitative methods, and publication language.
Unstructured data refers to information that does not have a predefined data model and is not organized in a pre-defined manner.
Relevant information from the included trials was extracted with a predefined data extraction sheet.
Essentially, both approaches use a small set of predefined information models, which allows unlimited ways of combination to meet the changing requirements, but constrained by user defined knowledge components during system runtime.
Chart abstraction is a general term for when researchers retrieve predefined information from patient medical records and compare that information against agreed-upon standards of care.
We use four pieces of predefined information in the emotional parameters.
Predefined information is directly extracted from the mothers' record and sent to the PRN.
Initial localization of the endocardial and epicardial borders by Corridor4DM is performed based on gradient operators and predefined information on shape, location and continuity of the ventricular wall.
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