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The decision function is based on the number of instances for each category in the dataset.
(1) The classification decision function is based on the sorting of values that vanishing components take from tested data, while the non-vanishing component makes its decision depending on the number of value being zero taken from tested data.
Instead of relying on separating hyperplanes, its decision function is based on the nearest neighbor rule which inherently extends to many classes and becomes a natural fit for MTL.
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Echocardiography was used because in clinical practice, the vast majority of clinical decisions involving left ventricular function are based on echocardiographic findings.
The membership decision rule is based on the function defined in Equation (2), where f(x) represents the discriminant function associated with the hyperplane.
The use of elemental formulas is a clinical decision that is based on the patient's GI absorptive function and tolerance to polymeric formulas.
The stochastic decision model is based on [30] where routing packets are given by some probability functions.
The developed multi-criteria decision making method is based on Quality Function Deployment and the Analytic Network Process, involving benefits, risks, opportunities and costs.
The final decision is based on decisions of all base classifiers.
It is shown that for the same incoming electron dose, HR STEM outperforms HR TEM under common practice standards, i.e. when the decision is based on the probability function of the peak intensities in HR TEM and of the scattering cross-sections in HR STEM.
If the atom-counting decision is based on the joint probability function of the image pixel values, the dependence of all image pixel intensities as a function of thickness should be known accurately.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com