Words similar to cross-validation

Example sentences for: cross-validation

How can you use “cross-validation” in a sentence? Here are some example sentences to help you improve your vocabulary:

Given this difference in ANC cutoff point and the difference in chemotherapy regimens used in the two samples, the absolute predicted probabilities of events resulting from the cross-validation might not be interpretable, but their relative magnitude (or ranking of patients by predicted probability of an event) is valid.
In a typical cross-validation analysis (i) the data are randomly split into ten samples each with 10% of the data, (ii) one of the 10% samples is deleted, (iii) the statistic is computed by applying the classification rule recalculated from the remaining 90% of the sample to the deleted 10% sample and (iv) an average is taken of the statistic over all ten 10% samples [ 22 ] . Although one could use a different fraction than 10%, ROC computation it is not possible with the most extreme version of cross-validation that involves leaving out one subject at a time.
As a check for cross-validation, the accuracy with which the models predicted the perceived impact subscale values using the model building data set was compared to the accuracy achieved with the testing data set.
Cross-validation experiments in which only a subset of promoters was used suggest that additional sequences similar to those in the current set of 1,841 would not further improve the results significantly (data not shown).
We carried out five cross-validation experiments on the new dataset, setting aside one-fifth as a test set and taking the remaining four-fifths for training.