Answer
Type 1 error: If we reject null hypothesis $H_{o} = 16 gallons/s$, while the claim that mean flow rate of a certain type of hose is 16 gallons per minute, is actually true.
Type 2 error: If we fail to reject the null hypothesis while the claim that mean flow rate of a certain type of hose is 16 gallons per minute, is actually false
Work Step by Step
As given above