Sentence examples for constitute a validation from inspiring English sources

When early stopping is used, 20% of the data will be selected by stratified random sampling to constitute a validation set, which is left outside of the updating of the weights.

But what constitutes a surplus?

Finally, the results obtained with the proposed algorithm are compared to the ones given by the Monte Carlo code Geant4 and found to be in excellent accordance, which constitutes a validation of our algorithm.

At the same time, this work constitutes a validation of the PSP model [ 3].

The fact that this dynamics closely corresponds to various salient experimental findings in co-culture constitutes a validation of the MCM predictions.

To validate this MA signature in the context of ER-negative tumors, we constituted a validation set of 45 ER-negative samples with available microarray data (E-MTAB-365, GSE26639) predicted to be molecular apocrine (32 cases) or basal-like (13 cases) by our previously published predictor [ 7].

These results constitute a first validation of the two biotextiles as viable matrices for tissue engineering prior to the development of more complex systems.

Although the use of other external databases does not constitute a formal validation, it may provide insight about the performance of the gene set.

We excluded articles where authors randomly split a single dataset into a development and validation dataset, as this does not constitute an external validation and is a weak and inefficient design [ 12, 25].

Our data constitute an external validation of a previously published model.

On the other hand, the correlates of hyperaemic response were as expected and constitute an internal validation of the PPG technique in assessment of digital vascular function.