I have a scenario where my hypothesis fits my training set w

I have a scenario where my hypothesis fits my training set well but fails to generalize for the test set.
What is this scenario called?
(1)Underfitting
(2)Overfitting
(3)Generalization Failure
(4)None of the options

I have a scenario where my hypothesis fits my training set well but fails to generalize for the test set. What is this scenario called?

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