Sentence examples for by a cross validation from inspiring English sources

Model predictivity was confirmed by a cross validation procedure (Wold, 1978 ).

To compare the prediction accuracies of the models 1and 7 QTL in the NAM panel, we estimated prediction accuracies by a cross validation scheme of random subsampling.

ADMIXTURE provides an assessment of the "best" K by computing a cross validation index, which points to the predictive accuracy of the model at a given K.

By using a cross validation strategy within the Holstein and Jersey data sets, we were able to identify and confirm a large number of QTL.

Although MDR doesn't allow for adjustments of covariates, it does control for multiple comparisons and spurious risk estimates by using a cross validation and permutation testing scheme as a built-in feature.

As a cross validation, results by a parallel ELISA quantification also fell well within this zone.

We evaluated the validity of the regression models by a cross-validation procedure.

Classification performance along with CI was obtained by a cross-validation strategy based on several partitions.

The stability of the classification procedure was checked by a cross-validation run.

Therefore, throughout the paper, the training phase always refers to an initial feature-selection, followed by a cross-validation to find the best parameters.

Although some attempts are being made to 'a priori' decide which kernel function is more suitable for a problem, no definite solution for this task has been found yet, since choosing the best kernel very often reduces to a selection among different possibilities by a cross-validation process.