A second stage of modelling using RBF interpolation provides a large boost in accuracy of appearance modelling.
Variation in predictive accuracy of models in part must be due to variations in disease patterns across populations, but is also likely due to local variations in clinical service and practice.
For this reason, it is desirable to reduce the input parameters to as minimum as possible without losing in accuracy of the model for estimating shrinkage stress.
The consequence is a reduction in accuracy of the model and efficiency of the method, with the increase of the rate of misclassification.
Moreover, SP5 makes 7% absolute increase (22% relative improvement) in success rate of recognizing correct structural folds, and 32% relative improvement in model accuracy of models within the same fold in Lindahl benchmark.
Material parameters are determined for several anisotropic, fcc and bcc sheet metals, and the gain in accuracy of the new models is demonstrated.
In general the differences in accuracy of prediction between models including different number of SNP are small, and are small compared to their standard error.
The hypothesis we tested in this study was that limiting ω ij to ω ij ∈ [ −1, +1] facilitates full expression without loss in accuracy of the inferred models.
The area under the curve (AUC) of the receiver operating characteristic (ROC) has become a dominant tool in evaluating the accuracy of models predicting distributions of species.
Despite the huge increase in accuracy of the metabolic model in predicting single-gene mutant phenotypes, unresolved inconsistencies between in silico predictions and in vivo observations highlight the gaps in our knowledge regarding the metabolism of S. pombe.
