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False alarm in haar cascade

What is mean FA?

When I trained my classifier I noticed that the FA was 0. I read a lot about that. Some people say that when the FA=0 the classifier is over-train and it can not detect anything. My classifier can detect my object. So what is the problem when FA is 0?