Question: You trained a binary classifier model which gives a very high accuracy on the teaining data but a much lower accuracy on the validation data,

You trained a binary classifier model which gives a very high accuracy on the teaining data but a much lower accuracy on the validation data, this outcome could possibly be explained by:

1

this could be an instance of overfitting

2

the training may not have been well regularized

3

this could be an instance of underfitting

4

the training and validation examples may have been sampled from different data distributions

Choose correct options

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