How to prevent over-fitting?

Question

Anónimo · Accepted Answer

Regularization, test out of sample

Anónimo · Answer

1) get more training data
2) using weight decay to limit capacity of the model
3) using early-stopping 
4) using cross-validation
5) average many different models
6) drop-out

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