Ask the HR Girl: How Do You Know If the Job Candidate is a Good Fit?

Dear HR Girl,

I am a small business owner and I have made some not so good hiring decisions in the past. When you ask applicants questions they answer yes even when they cannot perform the duties. How do I know in the interview if this person is a good fit for my organization?