Sentence examples for validation selection from inspiring English sources

Using the above mechanisms it provides means for automated data pre-processing, model validation, selection and adaptation which can be used to significantly simplify the soft sensor building and maintenance process.

and g is the validation selection threshold, which depends on the gating probability P G [6, 22].

The validated measurements (boldsymbol {z}_{k,i}^{s}) (where, superscript s denotes the smoothing step) are obtained by applying (36) and (37) to a validation selection criterion.

We fit our models to previously published experimental data and discuss aspects of model validation, selection, and experimental design.

To sample a larger number of TUs for future physical validation, selection criteria can be relaxed.

Data from these articles were abstracted in a standardized database that included information on source population, inclusion and exclusion criteria, study design, case definition and validation, selection of controls, exposure definition, confounding factors and statistical analysis.

The habitat usage was computed using a kernel density estimator, with a cross-validation selection of smoothing parameter [46], [47].

The number of random features to be selected, K, during the build process is selected using cross validation parameter selection.

For internal validation, forward selection was also used, and the validity of variable selection was assessed by backward and forward bootstrap resampling [ 13].

Validation and selection of primary screening assays are pivotal to guarantee sound selection of extracts or molecules with relevant pharmacological action and worthy following up [ 30].

Several topics such as model validation and selection of the orders of the ARX model are also discussed.