Sentence examples for model choice of from inspiring English sources
These networks have the potential to solve several problems that arise in QSAR modeling such as choice of model, robustness of model, choice of validation set, size of validation effort, and optimization of network architecture.
Following that, practitioners are used to adopt a "trial and error" approach, and to make some assumptions when developing a prediction model: choice of an architecture, initialization of parameters, learning algorithms… This is the problem addressed in this paper: how to systematize the building of a prognostics system and reduce the influence of arbitrary human intervention?
The model choice of a study is based on the nature of the dependent variable and the objective of the study.
The new contribution of this paper lies in the development of a set of integrated methods including choice of statistical background model, choice of computational window size, and side lobe suppression in the case of high SNR.
In the BI analysis, the model choice of nucleotide substitution was the same as described in ML analysis.
The actual yield of potential target genes depends on several variables including the animal model, choice of inclusion criteria, inherent species differences and histologic assessment.
Our approach can be applied to model choices of risk reduction mechanisms such as extended warranties, demonstrations, and sampling.
In our data set, both stage II and III patients exhibited classical log-normal-shaped patterns for recurrence risk, so we restricted parametric examinations to the common model choices of exponential, Weibull, log-logistic, and log-normal.
The paper first presents the modelling approach (architecture of the models, choice of parameters, tools for modelling and calibration, …).
For this concept to be valid, some discussion of animal models, choice of molecules and drug delivery systems and comparisons with other potential therapeutic approaches are warranted.
Model choice is of greatest concern when different models lead to fundamentally different outcomes.
