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Measure Model Overfitting During Training

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Your question is Measure Model Overfitting During Training. Take a moment with it on the right.

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Problem

Scenario

You are training a model and want to know whether it is starting to memorize the training data instead of learning patterns that generalize. The team wants a simple way to tell if performance gains during training are real or just overfitting.

Question

How would you measure whether a model is overfitting during training?