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You trained a binary classifier model which gives very high accuracy on the training data, but much lower accuracy on validation data. Which is false.

a) this is an instance of overfitting

b) this is an instance of underfitting

c) the training was not well regularized

d) the training and testing examples are sampled from different distributions

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b) this is an instance of underfitting

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