When the Null Hypothesis = Site is clean:
The chance of deciding that a clean site is dirty when the true proportion is equal to the Action Level proportion. Example: If alpha=0.05, then there will be no more than a 5% chance of erroneously concluding that a site is dirty when the site is clean (i.e., less than or equal to the action level).