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Answer (A) (B) (C) Below Attached:

Answer (D):

 the probability of error is Max in yes category. Which means, the individuals who were supposed to be in yes category are classified to be in no category. That means their probabilty scores were less than 0.5, so in order to take them into yes category, cut of score could be lowered to improve the percentage of error.

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