The calculated distance (air line) between Yokohama and Higashikurume is approximately 23 miles respectively 38 kilometers.
By car or train, the actual journey to Higashikurume is certainly longer, as only the direct route (as the crow flies) between Yokohama and Higashikurume has been calculated here.
Air line (approximately)
38 kilometers
20 nautical miles