The Collaborative International Dictionary of English v.0.48:

Experimentarian \Ex*per`i*men*ta"ri*an\, a.
   Relying on experiment or experience. "an experimentarian
   philosopher." --Boyle. -- n. One who relies on experiment or
   experience. [Obs.]
   [1913 Webster]