The calculated distance (air line) between Featherstone and Leeds is approximately 11 miles respectively 18 kilometers.
By car or train, the actual journey to Leeds is certainly longer, as only the direct route (as the crow flies) between Featherstone and Leeds has been calculated here.
Air line (approximately)
18 kilometers
10 nautical miles