How to detect overfitting in neural network?

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Vahagn
Vahagn 2023년 4월 28일
답변: Chunru 2023년 4월 28일
Hi everyone,
I am using matlab neural network for function fitting and I want to understand if there is an overfitting or not. Can these graphs tell me whether there is an overfitting or not?

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Chunru
Chunru 2023년 4월 28일
It looks that the overfitting is not occuring in your case since the validation performance still keep improving.
Overfitting occurs when training performance is still improving while validation performance becomes worse.
For your case, both training and validation performances are still improving (error reducing) so you can keep training the model for further performance improvement.
The "best" (circle on green curve) shows that the latest model is the best. Thus there is still room for further improvement.

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