Sentence examples for determined by validation from inspiring English sources

The predicted value agreed well with the experimental value, as determined by validation experiments, which confirmed the availability and accuracy of the model.

The number of training epochs is the only hyper-parameter that is determined by validation data.

<img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0004878.e011.PNG" class= inline-graphic"/> In Eqn. (4), <img src="http://journals.plos.org/plosone/article/asset?id=info:doi/10.1371/journal.pone.0004878.e012.PNG" class="inline-graphic"/> is a constant determined by validation data.

This cutoff value was determined by validation analysis, as described below.

The most recent studies are giving encouraging results on clinical grounds, demonstrating a strong correlation between MRI PDFF and hepatic steatosis grade determined by histological validation, and proposing MRI PDFF as a valid noninvasive biomarker for assessing liver fat content [ 21, 23].

Using 10-fold cross validation spanning a series of different network architectures, an ensemble was constructed of the best 100 network architectures, determined by cross validation leave-out tests (see methods).

However, the quality of a process model should always be determined by the validation with experimental data.

The numberof components is determined by cross validation.

Patwardhan et al. [39] studied an approach in which the reputation of a node is determined by data validation.

The AUC curve determined by using validation dataset should be approximately equal to the AUC curve determined by using the training dataset, but it is generally lower than the success curve, because the landslide data on validating area are not used for modelling (Ngadisih et al. 2013).

It is worth noting that this network suggests many testable hypotheses with potentially fairly good chances of success, though the actual success rate can only be determined by experimental validation.