Suppose you are trying to classify a variable where 96% of its observations equal 0 and only 4% equal 1. You run a logistic regression, and the classification table shows that 97% of the classifications are correct. Why might this large percentage still not be cause for celebration?

Develop your responses in detail with examples, citations including references. Be sure to identify the source of your example in your posting.