Sentence examples for setting validation from inspiring English sources

This form of external validation is referred to as domain or setting validation, 8 10 17 or as quantification of the transportability of prediction models.

18, 19 Overall, these four new and promising proof-of-concept technologies face similar challenges an absence of needed funding for field setting validation and scalability.

4, 5 As the quality of data collected for administrative purposes may not automatically translate into equally useful and valid data in a subsequent research setting, validation studies become a prerequisite before considering such use of registry data.

In order to ensure confidence that the real time PCR assay performs consistently and reliably when implemented in a diagnostic setting, validation at both analytical and diagnostic levels was necessary.

Common chronic pediatric conditions have not been validated in a multiple settings, the number of validation studies decreased with increasing age within the pediatric population, and although many pediatric conditions are treated primarily in an outpatient setting, validation studies in this setting are lacking.

Fig. 7 Experiment set validation.

Figure 4 Workflow diagram illustrating the training test set validation of a prediction algorithm.

Figure 5 shows the classification accuracy for K-fold test set, validation test set and full test sets.

Figure 4 reports Kappa index calculated for K-fold test set, validation test set and full test sets.

In general, the proposed method can be performed with an arbitrary validation scheme, like e.g. test set validation or repeated k-fold cross-validation.

Consideration of all these results shows that HBE method is the most accurate classifier on leukemia data set considering all validation methods including test set validation, ten-fold cross validation and leave-one-out validation.