Which one is correct?
"problem of over-fitting" or "problem of over-training"?

Question

Which one is correct?
"problem of over-fitting" or "problem of over-training"?

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This phrase refers to the situation where a machine learning model performs well on the training data but poorly on unseen data due to being overly complex.

Alternatives:

over-fitting issue
over-fitting problem
over-fitting challenge

This phrase also refers to the situation where a machine learning model performs well on the training data but poorly on unseen data due to being overly complex.

Alternatives:

over-training issue
over-training problem
over-training challenge

Both phrases, 'problem of over-fitting' and 'problem of over-training', are commonly used in the context of machine learning and data analysis. They refer to the situation where a model performs well on the training data but poorly on unseen data due to being overly complex. Both phrases are correct and interchangeable in this context.

Last Updated: March 19, 2024