Well, It seems that my height of 6' 0" and my current weight, I am considered Overweight (not a big surprise hince the trying to lose weight).
What did surprise me was how much I have to weigh to not be classified as overweight. The magic number? 183.5 pounds would give me a BMI of 24.9. If I weighed 183.5 pounds, I think I would look skinny.
The table at the CDC page has 4 categories.