Source : Webster's Revised Unabridged Dictionary (1913)

Fattiness \Fat"ti*ness\, n.
   State or quality of being fatty.

Source : WordNet®

fattiness
     n : having the property of containing fat; "he recommended
         exercise to reduce my adiposity" [syn: {adiposity}, {adiposeness}]