The pilot's failure to consider the appropriate aircraft performance data prior to takeoff, and his improper use of the wing flaps during takeoff, which resulted in reduced climb performance and an in-flight collision with a residence. A factor associated with the accident was the pilot's operation of the airplane at an over gross weight.