Which statement would be accepted as correct about Underfitting? Select the option consistent with standard deep learning theory.

Correct Answer: D

Underfitting occurs when a model is too simple to capture important patterns

The correct answer is underfitting occurs when a model is too simple to capture important patterns. This matches the Deep Learning course topic: Underfitting.