The calculated distance (air line) between Caloocan and San Fernando is approximately 143 miles respectively 230 kilometers.
By car or train, the actual journey to San Fernando is certainly longer, as only the direct route (as the crow flies) between Caloocan and San Fernando has been calculated here.
Air line (approximately)
230 kilometers
124 nautical miles