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Once again, we observe a cutoff at 30 mg/dL, below which we do not always obtain non-negative prediction concentrations.
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Fig. 6 Parcel prediction concentration maps.
The prediction error of single component in the mixtures was calculated as the relative standard error (R.S.E) of the prediction concentration [32].
Some intermediate concentrations (112, 135, 225, and 337 mg/dL) were created using mixtures of two other concentrations in order to make a denser prediction concentration set.
In these patients, the addition of a third concentration after 48 hours increases the precision of the prediction of concentrations at later times.
To date, constraint-based models cannot predict effects of toxic intermediates and methods are needed that allow for prediction of concentrations within constraint-based models.
While our method yielded excellent predictions of absolute transcript concentration, we did not predict concentration for all transcripts in the low concentration category (Fig. 1 and 2).
Cpred, ij represents the prediction of concentration and εij is the deviation of the model-predicted value from the observed concentration.
The results show that the proposed model offers good predictions not only of the cell culture, for instance predictions of concentrations of energy sources such as glutamine and glucose, but also of the main amino acids and products.
For the prediction of concentration of PS in synthetic mixtures and real samples, the sample was done in similar steps.
A three-dimensional model for prediction of concentration fluctuations in isotropic homogeneous turbulence is presented.
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