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:

  • Through permutation testing,we determined an empirical cutoff for the cross-validation consistencythat would not be expected by chance.

  • Next, we calculated cross-validation consistency [ 21 31 32 ] . That is, we measuredthe consistency with which each SNP was identified across the 10cross-validations.

  • With bootstrapping, (i) the entire data set is resampled with replacement many times, (ii) on each resampling the statistics is computed, and (iii) the statistics from each resampling are combined in a special way [ 22 ] . In a recent study comparing these adjustments with other types of statistics in a different setting, Steyerberg et al [ 22 ] found that the split-sample approach tended to underestimate performance, cross-validation performed poorly on some statistics that were not normally distributed, and bootstrapping performed best overall.

  • We used 10fold cross-validation to evaluate the predictive ability of theBPNN models.

  • When the cases were pooled (n = 67) and subjected to classification prediction, the overall accuracy of assignment to the appropriate trial arm was 84% when lactoferrin, CD24, and LCN2 were used as the predictor gene set (inclusion of MMP-9 slightly reduced the accuracy of cross-validation).


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