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.

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

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

  • 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.

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

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