Actually, it is touching down that "converts" a funnel cloud into a tornado. However, tornado warnings are issued both for funnel clouds and tornadoes on the ground. I suppose tornado warning sounds more dramatic than funnel warning.
But, being serious, when a tornado warning is issued for your area, take cover immediately.