The calculated distance (air line) between Calamba and San Fernando is approximately 65 miles respectively 105 kilometers.
By car or train, the actual journey to San Fernando is certainly longer, as only the direct route (as the crow flies) between Calamba and San Fernando has been calculated here.
Air line (approximately)
105 kilometers
57 nautical miles