General Question

RareDenver's avatar

If a screening test is 90% accurate, and your result comes back positive, what are the chances it is a false positive?

Asked by RareDenver (13173points) July 16th, 2009

Let’s take the example that the screening test determines if someone is a terrorist, you are demonstrating the device and you receive urgent information that a potential attacker is in the building. Security teams seal every exit and all 3,000 people inside are rounded up to be tested.

The first 30 pass. Then, someone fails. Police pounce on them.

How sure are you that this person is a terrorist?
A. 90%
B. 10%
C. 0.3%

Observing members: 0 Composing members: 0

4 Answers

Zaku's avatar

You left out how certain I am about the “urgent information”. Realistically, I’m 0% sure. Moreover, what makes someone an attacker or a terrorist or not, really? Mathematically, it’s not the worst-worded story problem I’ve seen, but it seems like you mean to say that you want us to base our answer on the given (but not well explained) fact that there is exactly one “attacker” in the group of 3,000.

Playing along, the bizarre test will say that on average (also not well defined) 10% of the 2,999 innocent people are attackers. The actual attacker will presumably also be detected by the test only 90% of the time. So we can expect about 300 false alarms and probably one correct detection. So for each detection, the chance it’s the right guy is about one in 300, or 0.3%. You gotta educate those security guards better. ;-)

RareDenver's avatar

@Zaku

Wins one internet!

cyndyh's avatar

Usually a percentage of false positives is not the same as the percentage of false negatives. So if someone just told me that a test was “90% accurate” I’d say the test is suspect. Also, 90% is a pretty round number. How was that arrived at? Hmmmm. Sounds like bullshit to me.

Answer this question

Login

or

Join

to answer.

This question is in the General Section. Responses must be helpful and on-topic.

Your answer will be saved while you login or join.

Have a question? Ask Fluther!

What do you know more about?
or
Knowledge Networking @ Fluther