as the stopping criterion that is able to avoid overfitting vs as a stopping criterion

Both phrases are correct, but they are used in slightly different contexts. "As the stopping criterion that is able to avoid overfitting" emphasizes a specific stopping criterion that can prevent overfitting, while "as a stopping criterion" is more general and does not specify the criterion's purpose. The choice between the two depends on the level of detail and emphasis the speaker wants to convey.

Last updated: March 17, 2024 • 637 views

as the stopping criterion that is able to avoid overfitting

This phrase is correct and emphasizes a specific stopping criterion that can prevent overfitting.

This phrase is used when emphasizing a particular stopping criterion that has the ability to prevent overfitting in a specific context.

Alternatives:

as a stopping criterion that is able to avoid overfitting
as the stopping criterion for avoiding overfitting

as a stopping criterion

This phrase is correct and is more general, not specifying the purpose of the stopping criterion.

This phrase is used when referring to any stopping criterion without emphasizing a specific purpose or function.

Show examples from the web [+]

Using Variance as a Stopping Criterion for Active Learning of Frame Assignment. Masood Ghayoomi. German Grammar Group. Freie Universität Berlin. Berlin ...
Oct 3, 2007 ... on an annotated dataset as a stopping criterion could be misleading, since it is possible that informative instances from the pool would not ...
The backward error also has a direct interpretation as a stopping criterion, in addition to supplying a bound on the forward error. Recall that the backward error is ...
Using Variance as a Stopping Criterion for Active Learning of Frame Assignment. Masood Ghayoomi. German Grammar Group. Freie Universität Berlin. Berlin ...

Alternatives:

as one stopping criterion
as the chosen stopping criterion

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as the stopping criterion that is able to avoid overfitting vs as a stopping criterion