In the context of classification, what does the term ‘overfitting’ refer to?

In the context of classification, what does the term ‘overfitting’ refer to?
A . The model performs equally well on the training and test datasets
B . The model performs poorly on both training and test datasets
C . The model performs too well on the training dataset but poorly on unseen data
D . The model requires too much time to train due to large dataset

Answer: C

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