Sentence examples for validation and selection from inspiring English sources

Validation and selection of the final MS-AR model.

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

The second article in this series discussed fundamental principles in development, validation, and selection of patient- (and partner-) reported outcome assessment.

AZOrange is specially developed to support batch generation of QSAR models in providing the full work flow of QSAR modeling, from descriptor calculation to automated model building, validation and selection.

The process of model validation and selection, and exploration of the influence of direct measurements of blood concentrations on the accuracy of the estimated input functions, should be repeated for other radiotracers and imaging sites.

We focus in particular on four key steps: Target validation and selection; chemical hit and lead generation; lead optimization to identify a clinical drug candidate; and finally hypothesis-driven, biomarker-led clinical trials.

The choice of attributes was performed using 10-fold cross-validation, and selection of the 28 best attributes was based upon their being selected at least 30% of the time.

Two uses of the DH population to investigate model accuracy were deployed: cross-validation and selection-recombination simulation.

Several model performance matrices were analysed in the context of model validation and model selection [14].

These features are referred using "D2dist-n-s" syntax, where n is the size of the sample taken to estimate the distribution and s is the type of statistic calculated (mean or s.d).. To perform data mining we used algorithms for probabilistic classification, model validation and feature selection, implemented in an open source WEKA library [27].

Fifth, cross validation and feature selection are used to train prediction models.