Sentence examples for cross validation used from inspiring English sources

Cross validation used to compare the prediction performances of the three geostatistical interpolation algorithms determined that kriging was the best technique for each soil property.

This is mainly due to the two-level grid search and leave-one-out cross validation used in the outer loop.

The process of cross validation used in this study followed the methodology suggested by Machado [ 24], where the imbalanced database is initially divided into ten subsets.

The precision of MTH prediction across a range of ages was examined by cross validation using the validation data set.

Cross validation using existing data is the common practice in machine learning to find the best parameters and avoid overfitting.

Comparing to the results of Tan and Gilbert [23], HBE method gives an accuracy of 90% with ten-fold cross validation using only three genes.

The classifier SMO was evaluated through 10-fold cross validation using features in F m i.

To set the tuning parameter λ in (1), 10-fold cross validation using MAE was performed.

We used SVMlight software [ 9] to produce regressors that were evaluated with a 10 fold cross validation using the AUC loss function.

In some cases, the claims made do not appear to be based on properly cross-validated calculations; all of the data being used to select the genes and cross-validation used only for fitting the parameters of the model.

Cross-validation used the leave-one-out method: the R values were calculated by validating with each UniPeak region after re-training the model on the remainder of the data.