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oldcynic | 7 years ago
"Our facial recognition has over 90% accuracy" from the prosecution's expert can easily become "clearly guilty" in the jury room.
oldcynic | 7 years ago
"Our facial recognition has over 90% accuracy" from the prosecution's expert can easily become "clearly guilty" in the jury room.
coaxial|7 years ago
I found this article helpful to understand why 90% accurate isn't as good as it sounds: https://www.badscience.net/2009/02/datamining-would-be-lovel...
He goes I to more detail in his book, bad science with a more detailed explanation. It fools everyone because it is counterintuitive.
DanBC|7 years ago
Often these numbers are given as percentages, and he says that most people (even the doctors and nurses administering the tests) don't really understand them, and that we should use natural numbers (as Ben Goldacre does in the example you provide).
He uses examples from cancer screening and HIV testing.
delinka|7 years ago
darpa_escapee|7 years ago
This. You will have a hard time contending with pretty graphs, confusing numbers and a guy with an impressive title/badge/degree explaining why you're guilty.