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:
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.
However with many combinations of markers, overfitting could invalidate results.
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 ] .
With a single marker and a large number of subjects, there is usually no concern with overfitting.
More sophisticated adjustments for overfitting include cross-validation and bootstrapping.