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Meanwhile Examples 3, 4, and 5 show that the unique positive equilibrium point of system (2) is stable whereas the last three examples show that the unique positive equilibrium point of system (2) is unstable with suitable parametric choices.
Analogous results have been obtained for Room A. First, it is worth noting that PC simulations (performed with the parametric choices reported in Section 2.5) show that the workload required by the overall system in terms of CPU load is about 41%%, thus guaranteeing real time performance.
In the remainder of the article all performance measures are reported on the test set, while the quality of the parametric choices are evaluated on the validation set.
The BlockClust system configuration comprises several parametric choices for each phase: (i) block identification, (ii) graph encoding and (iii) clustering or classification (see Table 1).
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Initially, the density plot of the system with lack of the mean cooperation (comean≃0.17) is constructed for the parametric choice amoup=0.04.
The included data was not normally distributed, which contradicted the assumptions of using ANOVA – the parametric choice for comparisons of means between three groups or more [ 18].
For DAVIS data the random effects probit -log skew normal model fits significantly better than the random effects probit -log normal model, endorsing our parametric choice for the model.
For this reason, a unified framework is needed for comparing and contrasting different algorithms, as well as non-parametric choices that are made.
Likelihood ratio models for physicochemical data are usually constructed with the use of kernel density estimation procedure that exempts from the need for parametric distribution choice.
POY uses parsimony for optimizing nucleotide homology and congruence for parametric regime choice.
In the framework of parametric interpolation, the choice of interpolation points (mesh nodes) is directly affecting the approximation error, and we discuss how to best update the mesh on the evolutionary surface such that the parametrization remains smooth.
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