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overfitting

Open wwzz-max opened this issue 1 year ago • 1 comments
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How to deal with overfitting in model?

wwzz-max avatar Aug 09 '24 08:08 wwzz-max

I have not experienced overfitting in my use cases, and I haven't specifically designed ways to handle overfitting.

However, if you encounter overfitting, you could try some standard techniques:

  1. Increasing your training data, either by adding real data or by data augmentation.
  2. Weight regularization, for example, increasing weight decay in the optimizer.

ChenLiu-1996 avatar Aug 09 '24 22:08 ChenLiu-1996

@wwzz-max Congratulations! I saw your recent published paper https://link.springer.com/article/10.1007/s00371-024-03691-x. I am glad to help your research with this repository.

ChenLiu-1996 avatar Nov 03 '24 14:11 ChenLiu-1996