Example sentences for: overfitting

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

  • Overfitting of a larger number of markers to a relatively small number of subjects produces a model that is overly sensitive to chance fluctuations in the data.

  • Due to the potential for overfitting (to follow), it is not possible to make a blanket statement as to which approach for choosing regions is best.

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

  • 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.

  • Similarly, a standard statistical approach to adjust for overfitting is to randomly split the data into a training and test samples.

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