We Have Built and Tested Two Supervised Learner ModelsM1

Multiple Choice

We have built and tested two supervised learner modelsM1 and M2. We compare the test set accuracy of the models using the classical hypothesis testing paradigm using a 95% confidence setting.
The computed value of P is 2.53. What can we say about this result?

A) Model M₁ performs significantly better than M_2.
B) Model M₂ performs significantly better than M_1.
C) Both models perform at the same level of accuracy.
D) The models differ significantly in their performance.
E) More than one of a,b,c or d is correct.