Sentence examples for validation is suggested from inspiring English sources

This can be seen by comparing the results reported in Table 2 for the ELM with the maximum achievable accuracies shown in Figures 1 and 2. Alternatively, leave-one-out cross validation is suggested [ 13, 7].

However, given that these data were collected from a Lebanese population, and factors related to the Mediterranean region, such as cooking on wood stoves and waterpipe smoking, may not be generalizable to the global COPD population, cross-cultural validation is suggested.

Novel techniques of multiple runs for model development and surrogate data analysis for model validation are suggested for prediction of biomedical outcomes based on small datasets for classification and regression tasks.

An analysis procedure based on repeated cross-validation is suggested.

Cross-validation was suggested as a viable option for diminishing the effects of such sampling and resolution issues.

However, for the small data sets, the k-fold cross-validation model is suggested to avoid overfitting.

20 An algorithm of CPR derivation and validation, including updating, is suggested.

In addition, it is suggested validation in a larger number of samples for overcoming errors from multiple testing.

Comparison of the joint mobility measurement results of the system and those done by an expert as gold standard is suggested for validation.

The third reason why the use of correlation for validation purposes is under question is suggested by the contradictory results reported by the application of the technique in different contexts.

Based on the above findings, it is suggested that validation efforts that include wider cooperation among research institutes and full consideration of the needs of users should be promoted.