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We use the training data sets to build the models and validate the selected models using the validation data sets.
We validated the BLS TOR rule using the validation data set to compare the performance of the new TOR rule.
The precision of MTH prediction across a range of ages was examined by cross validation using the validation data set.
Results show that all three algorithms can predict the delamination parameters accurately using the validation data directly generated from FE model.
The selected models were applied and refit in S-PLUS using the validation data set [ 28].
Here the exponent stresses the fact that the estimates are computed using the validation data.
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Xue [5] used the validation data to explore the empirical likelihood inference of nonlinear semiparasitic error-in-variable models.
Another approach to improve the (de)nitrification and mineralisation parameters is to use the validation data for a Bayesian calibration (see e.g. Reinds et al. 2008).
Subsequently, we use the validation data, consisting of all the observations not in the training data, to evaluate the performance of the prediction.
When a validation study shows disappointing results, researchers are often tempted to reject the initial model and to develop a new predictive model using the validation cohort data.
The fifth group was used as the validation data.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com