Sentence examples for models analysis based from inspiring English sources

To further understand the factors playing a role in consensus modeling and to explain the observed improvement over the composite PLS and KNN models, analysis based on training/test set pairs of individual models was carried out.

To tackle those challenges, we developed a framework which allows users to perform exploratory model analysis based on the hardware accelerated machine learning toolkit BIDMach.

The model analysis based on the defectiveness concept correlates the anomalously high hydrogen content and unusual isotherm parameters with the concentration of defective lattice regions.

On the basis of published data [23, 29] and with the model analysis based on the human capital approach, results suggest the economical advantage of frovatriptan 2.5 mg among the oral triptans approved for the treatment of migraine in Italy.

Specifically, a model analysis based approach is utilised in order to generate hypotheses regarding potential mediators of this change.

Thus, we get the equivalent model, (8) Now, we can go on the model analysis based on the new equivalent model (8).

A Cox regression model with cluster as a random effect will be performed as well as a multilevel mixed model analysis based on Poisson regression.

The current health economic modeling analysis based on the 8-year Steno-2 study outcome indicates that in a Danish setting, intensive treatment is likely to be associated with increased life expectancy and QALE compared with conventional treatment, thus representing good value for the money in patients with type 2 diabetes and microalbuminuria.

A model-based analysis based on statistical mixture models has been recently reported by [ 66], for cell subtype identification in flow cytometry.

We believe it is necessary to develop more complex models of analysis based on a multi-objective set of constraints.

Likewise, by allowing easy incorporation of random effects into the models, the survival analysis based models can be applied to estimate genetic variability in transition probabilities, given that the data contains the needed pedigree information.