Furthermore, with respect to the thickness reduction of profiles due to lightweight design and the use of high strength steels, the reliable prediction of the additional thinning of the profile during the roll forming process in the bending zones is gaining more and more importance.
We show that while the set of indicators described by Baker and Faulkner yields good predictions, introduction of the additional centrality measures generates better predictions.
To validate the prediction of the model, additional experiments in triplicate were performed with the optimized medium.
But, the addition to the first selection of the bioactivities measured on mammal orthologues improved the prediction, although some of the additional bioactivity sets were singletons (Additional file 1: Table S2).
For sensitivity, once early weight gain is included in the prediction model, the additional predictive value of baseline characteristics diminishes and becomes marginal after 3 weeks.
After all of the other classifiers are trained using the training set, stacking again trains the metalearner as a classifier for a final decision using all predictions of the other classifiers as additional features; the metalearner itself is a trained classifier, such as NB and C4.5, which is used to discover which classifiers are most reliable [7].
By building and validating the predictions of additional variations of these models, hypotheses regarding different modes of interaction among the TFs regulating a gene can be examined in silico.
Additional predictions of the retraction model were then subsequently confirmed using scanning loop experiments.
Section A.2 completes the analysis by exploring some additional predictions of the calibrated model in our simulation sample.
One might consider these rate constant values as additional predictions of the model, since they were not, at the time, measured by independent biochemical investigations.
