Sentence examples for using the validation function from inspiring English sources

Both internal (RMSEint and R 2 int) and external validation (RMSEtest and R 2 0 ext) were assessed according to the criteria proposed by Tropsha et al. [39,40] and calculated using the Validation function of the R package camb [34].

The two files will be compared using the validation function available in Epidata.

We used the validation set to assess the internal validation of all the three models [45].

The resulting linear discriminant function was used as a basis for leave-one-out cross validation (using the lda function in R with the "CV" option) to confirm the ability of the gene expression differences to correctly classify individuals as foundress-reared or worker-reared.

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

Training and testing of the SVM was performed using a radial basis function kernel with the e1071 package for R. Optimal parameters were chosen using the tune function in a cross-validation framework.

The optimal size of each regression tree was determined using cross-validation using the function.

Prediction models were trained and risk scores calculated for each fold of the cross-validation, and collected together, using the opt.nested.crossval function of the pensim R package.

This program performs PLS regression using the plsr function provided by the pls package in R, and classification and cross validation using the corresponding wrapper function offered by the caret package.

Model development and validation were performed using SAS (V.9.3) (SAS Institute, Cary, North Carolina, USA) and the decision curve analysis was performed using the stdca function in R V.3.0.1.

Enter a formula using the COUNTIF function.