The calculated distance (air line) between Yokosuka and Kokubunji is approximately 31 miles respectively 50 kilometers.
By car or train, the actual journey to Kokubunji is certainly longer, as only the direct route (as the crow flies) between Yokosuka and Kokubunji has been calculated here.