As in previous studies [ 21- 24], basal PCT determination is not useful to predict mortality and its prediction capacity is lower than the clinical scores (APACHE II or SOFA).
This is to minimize the error and maximize the prediction capacity of the models.
The model's testing results showed a strong prediction capacity of the effects of process variables.
It is noted that the fuzzy triangular chart exhibited a very high prediction capacity.
The PPR model performs best both in the fitness and in the prediction capacity.
Its prediction capacity was also compared with that of a well-known method.
Evaluation of the goodness of fit and prediction capacity of the constructed models was performed by error analyses.
To control performance of prediction capacity of equation, root mean square error and correlation coefficients were calculated.
These models differ in solid phase modelling, which allows to evaluate the reactor dynamic behaviour prediction capacity.
We compare our observations with those of the IRI 2007 to validate the prediction capacity of the empirical model.
The studies show consistent patterns across different phenotypes with significant disease prediction capacity but low ability to explain variance in genetic liability (between 0.2 and 5%).
