The Collaborative International Dictionary of English v.0.48:

Wheel base \Wheel base\
   The figure inclosed by lines through the points contact of
   the wheels of a vehicle, etc., with the surface or rails on
   which they run; more esp., the length of this figure between
   the points of contact of the two extreme wheels on either
   side.
   [Webster 1913 Suppl.]