Early stopping
Weight increase with epochs. Similar to L₂ regularization
, stop when weight (validation - train) exceed a pre-determined amount to prevent overfitting.
Downside: stop optimizing cost function (eliminate the difference between dev and test)
Alternative is L₂ regularization
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