modeling PUFs

Why is it important to split the data into separate training, validation and testing sets? What features/data are used by the neural network to model the PUF?

Network What makes neural networks good for modeling PUFs? Why is it important to split the data into separate training, validation and testing sets? What features/data are used by the neural network to model the PUF?

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