The reservoir models must reproduce geologically realistic heterogeneity that may affect predictions.
Whilst this is generally not deliberate, text-based publication of component functional relationships is rarely sufficient to reproduce a simulator (Robinson and Monserud, 2003), because many details intimate to a particular implementation may affect predictions (Villa et al., 2009).
Uncertainty in key parameters including mean sojourn times and sensitivity may affect predictions of overdiagnosis and mortality reduction.
This could be explained by the fact that the prediction accuracy of both layers is linked by the use of a single NN model that simultaneously estimates all four values, thus an erroneous prediction of OPs in one layer may affect predictions for the other.
Although predictions can be made as whether a protein may bind to PDZ domains, in vitro screening of peptides is not exempt of artifacts that may negatively affect prediction accuracy [ 49].
Alternatively, the corrections we propose here may not affect prediction accuracy unduly.
For twoclassbal algorithm, while serious imbalance does not occur, the over-fitting may arise to affect prediction performance due to few training examples.
The assumption of a threshold may also affect predictions of future impacts because there is a trend toward a reduction in episodes of high ozone levels while background concentrations are slowly rising (Air Quality Expert Group 2009).
