Is there a way of checking if the dataset is ambiguous?

#1

Hello,

It is known that if there are ambiguities in a training dataset then neural network will struggle to learn.
Is there a way of checking if the dataset is ambiguous before attempting to train a neural network?

Especially if it is a regression problem.

#2

You can always add a check in the __getitem__ of your dataset, to check for ambiguities.