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Avoid Overfitting in Machine Learning

Using the EarlyStopping callback, Lightning will automatically stop training once a specific metric has stopped improving.

Lightning EarlyStopping Callback

Using the EarlyStopping callback, Lightning will automatically stop training once a specific metric has stopped improving. This helps you avoid overfitting.

The default behavior is that EarlyStopping will happen once there hasn’t been an improvement in 3 evaluations. You can change this using the patience value.

Watch the video to learn more.