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However, the performance of this heuristic on this instance for a single heuristic execution is not sufficient to assert that the first set of parameter settings will always produce superior results than the second set of parameters, for all initial solutions.
The second set of parameters is derived from the evaluation of the Radon transform, as computed along eight axes.
Moreover, for the second set of parameters, and.
This second set of parameters provided on average smaller training and validation set errors and calculated models with the smaller number of support vectors.
However, the second set of parameters, consisting of the velocity and the expected arrival time at the termination point are less reliable because of the assumed fixed velocity model.
This second set of parameters indicates that survival is 3.72 times higher in November than it is in March.
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For the second set of parameter values, the genotypes of individuals 1 and 4 would be reversed.
In the following we systematically discuss the results corresponding to the second set of parameter values for the SEIR model (very short latent and infectious periods) and, when appropriate, point to differences with the results from the first parameter set, which are reported in the Additional file 1.
In general, the starting point for the complex task of designing a robust and efficient control system is the use of nominal models that allow to establish a first set of parameters for the selected control scheme.
The first set of parameters are the default values used in NS-2 [17].
As EM is highly dependent on initialization, the first set of parameters selection is very important for EM algorithm.
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Justyna Jupowicz-Kozak
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