A machine roller includes a core shaft having an inner hollow space and two opposite open ends communicating with the inner hollow space; and two support axles separately connected to the two open ends of the core shaft. The two support axles are connected to the core shaft by radio-frequency heating the core shaft and then extending the support axles into the inner hollow space via the two open ends. Therefore, the machine roller can reduce weight and be easily manufactured to enable decreased manufacturing cost thereof.