The hose you replaced is the crankcase breather. Doesn't affect performance but recycles polluted crankcase air back through the engine instead of directly into the atmosphere.
Well, it does affect performance; if it's leaking severely or missing - makes the machine run very lean. Edit: and it will suck in dirt, and damage the engine internals quite quickly.
