Which of the following is an advantage of logistic regression over classification trees:

A) Logistic regression can be used for numeric outcomes.
B) Logistic regression can include interactive effects between independent variables.
C) Logistic regression will always give a lower overall error rate on the test set.
D) Logistic regression can help estimate probabilities for a binary outcome.