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This differential activity was specific to the problem studying phase rather than performance.
Thus, researchers have developed sophisticated penalty functions specific to the problem at hand and the search algorithm used for optimization.
Contrary to other reduced-order methods, like Proper Orthogonal Decomposition, the basis on which the solution is searched for evolves in time according to a dynamics specific to the problem.
The construction of the different layers and the training of each will become specific to the problem being solved and the decision process for the solution.
There is no specific healthcare version, but it can be tailored by developing guide words and prompts specific to the problem being analysed [ 7, 8].
Second, another group that is specific to the problem of operationalizing EWS and tries to predict the operational consequences related to using one score over another.
For highly complex pools, this process can be automated by writing a simple Python, Perl, or R script specific to the problem being addressed.
The kernel functions are parameterized allowing for adjustments with respect to the training data, i.e. the kernel parameter(s) and γ are hyper-parameters specific to the problem data set.
These low rates in the IFHS could be attributed to the study design of the IFHS which was not specific to the problem of violence only, but included different indicators simultaneously.
More generally, we argue that substantially better computational performance can be achieved by exploiting characteristics specific to the problem domain; elements of our methods such as the error estimation could find broader use in other, more general numerical algorithms.
These measures provide a numerical value to a combination of health characteristics specific to the decision problem.
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