Question

A trained model achieves very low error on the training set but significantly higher error on an unseen test set. This gap is characteristic of which bias-variance profile?

A High bias, low variance (underfitting)
B Low bias, high variance (overfitting)
C High bias, high variance
D Low bias, low variance (ideal generalization)
E The bias-variance tradeoff does not apply to this scenario
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