Backup resumes after being stopped

Scenario. A full file backup started from machine A, but backup taking too long as too much data specified. Backup is stopped and parameters changed so as not to backup so much. But next time any backup from machine A runs the original backup just resumes and sticks on indexing. Any ideas where I can go to remove the original backup from the system please?