If a model's predictions are correct,then
A)its assumptions must have been correct.
B)it is proven to be correct.
C)Both A and B above.
D)None of the above.

Question

Quizplus · Accepted Answer

Just because a model's predictions are correct, it does not necessarily mean that its assumptions were correct. Additionally, while correct predictions may increase confidence in the model, it does not prove the model to be correct in all cases. There may be situations in which the model's predictions are correct but only by coincidence, or the model may be overfitting to the data. Therefore, choice D is the best answer.

If a Model's Predictions Are Correct,then