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The transformation function was selected according to the type of data measured by the variable, the level of skewness, and the most adequate function from a set of possible functions, which include (log {x}), ({{mathrm{logit}}},x), 1/x, etc.
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Additional correlations are proposed to estimate the critical Reynolds number at the beginning and ending of the transition region, which allows to select the most adequate friction factor correlation as a function of the operational Reynolds number for a heat exchanger design application.
There is a difficulty inherent to the learning process when trying to find the most adequate discrimination functions among the different concepts within the dataset.
This analysis is expected to be of great utility for grid planners and policy makers, who can select the most adequate architecture in function of their necessities.
This contribution focuses on exploring (i) the most appropriate quantisation scheme for digitally implemented neural network-based classifiers, and (ii) the most adequate approximation for its activation function.
Aiming at helping the processor achieve accurate enough results, and in the effort of reducing the number of instructions per second, this paper focuses on exploring (1) the most appropriate quantization scheme and (2) the most adequate approximations for the activation function.
It is most adequate for applying to functional genomic studies.
The algorithm starts by searching all job tuples in the space (copy_collect operation line 2) and choosing the most adequate to be executed according to some criteria chooseJob function (line 3).
Also, in these studies, it was found that utility theory-based ranking evaluation functions (UTB-REFs) comprises the most adequate kind of REF for rank learning applications.
Although full mobility was not possible, most patients reported an acceptable level of pain and adequate function with use of crutches and toe-tough weight-bearing on the involved extremity.
The Bezoutian based on realizations of the functions in question turns out to be most adequate and is studied in depth.
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