Example sentences for: overfitting

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

  • 5. To avoid overfitting, the criteria for a positive marker combination developed in a training sample should be evaluated in a random test sample from the same study and, if possible, a validation sample from another study.

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

  • As discussed in the section on overfitting, this motivates splitting the data into two random samples, training and test, and using the regions from the training sample to compute the definitive ROC curve based on data in the test sample.

  • 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 ] .

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


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