Over Fitting on Deep Learning

Over Fitting

When is it happened?

  • When the delta from your Train Accuracy and Test Accuracy is too much.
  • When Test Accuracy value is larger than Train Accuracy

Why is it Happened?

Usually overfitting occurs when you have too much Layer or too much training for your model.

How can we reduce OverFitting?

  • Making more simple training model, like remove some layer. Or use DropOut.
  • Make Augmentation from our current dataset. (do pivot, flip or resizing)
  • Adding more training data set.

--

--

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
ade sueb

ade sueb

Still believe, can change the world with code..