Example sentences for: cross-validations

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

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

  • We then estimated the prediction error based onthe average predictive ability across the 10 cross-validations forall 100 data sets generated under each epistasis model.

  • Results from three different cross-validations were evaluated to select the best set of predictor biomarkers: (1) jackknife method (dropping one case at a time), (2) randomly splitting the pooled data into two halves, prediction (for building model) and validation (for testing model) sets, and (3) using one trial as prediction and the second trial as validation sets, respectively.

  • This is done 10 times, each time leaving outa different 1/10 of data for testing [ 29 30 ] .A prediction error is estimated as an average across the 10 cross-validations.Cross-validation consistency is a measure of the number of timeseach variable appears in the BPNN or GPNN model across the 10 cross-validations [ 21 31 32 ] . That is, we measuredthe consistency with which each single nucleotide polymorphism (SNP)was identified across the 10 cross-validations.


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