BMI is notorious for being unreliable on an individual level: http://en.wikipedia.org/wiki/Body_mass_index
For example, Kobe Bryant has an index of ~25, mainly because of his muscle mass, but putting him into the "overweight category".
http://www.maa.org/devlin/devlin_05_09.html