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:

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.
As a simple example, overfitting occurs when a sports announcer reports that a baseball player had a very high batting average against left-handed pitchers in ballpark X over the past month.
Similarly, a standard statistical approach to adjust for overfitting is to randomly split the data into a training and test samples.
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.
More sophisticated adjustments for overfitting include cross-validation and bootstrapping.