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In machine learning, what is overfitting? A ) When the model performs well on training data but poorly on new data B ) When the

In machine learning, what is overfitting?
A) When the model performs well on training data but poorly on new data
B) When the model performs well on new data but poorly on training data
C) When the model has too few parameters
D) When the model has just the right number of parameters

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