Example sentences for: overfitting

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

  • The preliminary spatial normalization method presented in this work will require further validation and development as the current method, by visual inspection, appears to be overfitting the cDNA data.

  • However with many combinations of markers, overfitting could invalidate results.

  • Regardless of the method used to adjust for overfitting in forming a classification rule, to obtain the most reliable FPR and TPR measurements, the classification rule should ideally be evaluated in a validation sample from a different study, as in Baker [ 16 ] .

  • With a single marker and a large number of subjects, there is usually no concern with overfitting.

  • More sophisticated adjustments for overfitting include cross-validation and bootstrapping.


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