Sentence examples for combining models with from inspiring English sources

By contrast, the ensembles exhibiting the highest predictive power on the test set were obtained when combining models with high and low predictive ability.

The structure of novel forms of carbon nanostructures (Haeckelites) is investigated combining modeling with experimental data.

Gandham et al. analyzed this problem and presented a combining model with data routing and station mobility to reach a load balancing [28].

In general, the effects of induced hypothermia have been investigated in models with isolated haemorrhagic shock or in combined models with additional trauma load (Additional file 2: Table S2).

Even in those cases, it is still desirable to combine modeling with experimental or quasi-experimental variability in a way to that permits model validation.

In addition, the forecasting results of a combined model with inappropriate weights may be less reliable than those of single models.

Time-dependent ROC curve was used to compare the prognostic validity of the combined model with each factor alone model.

18 evaluations were conducted alongside clinical trials, four were part of observational studies, five were hypothetical decision-analytic models and one combined modelling with within-trial analysis.

We tested this conjecture with a corresponding simulation, which revealed that only the combined model with product inhibition and substrate competition matches the experimental observations.

Also in this context, the benefit of using a combined model with both miRNA and gene markers for prediction of patient prognosis was confirmed (Supplementary Table 6).

The third step was to validate the combined model with 12 months of morbidity data from January 2012 to December 2012 and to further forecast the incidence of hepatitis E in 2013.