Words similar to overfitting

Example sentences for: overfitting

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

One way to adjust for overfitting is to apply the factors in another sample not used for initial reporting.
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.
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.
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.
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.