The calculated distance (air line) between Yokohama and Yachimata is approximately 40 miles respectively 65 kilometers.
By car or train, the actual journey to Yachimata is certainly longer, as only the direct route (as the crow flies) between Yokohama and Yachimata has been calculated here.