Victoria, and as someone has already suggested, take the tube to London Bridge using an Oyster card. Check with TfL the journey fare.
P.S. I made enquiries about going from Clapham Junction to Watford (for our away fixture at Watford) with TfL. Using my Oyster card the journey will cost me...