If the oil is over-filled it would usually continuously blow blue smoke, but if you let it idle and stab the throttle it usually means valve stem seals. Possibly blow-by as well? Check your compression's!

If your compression's fail you can do a leak down test which will tell you if its from your rings or valves - lol just take it to a workshop!