Still not quite (Guest)
Thu 23
Nov 201711:19PM UTC
The number of legitimate/spam works is not relevant, the 0,7% false positive is of works already hidden and not works in general.
So, of all the works in the archive, a given number of works will be hidden because the AutoMagic system will assume it is spam. Out of this number of works that the system flagged, 0,7% will be false positives. The 0,7% is of the works assumed to be spam by the system and not of all the works.
So, using your number for an example, "1000 legitimate works for every spam work":
I you assume 1 million works on AO3, about 1000 of those would be spam and flagged as so by the automatic system. Between those works flagged and hidden, there will be a 0,7% of false positives hidden incorrectly (meaning 7 legitimate works in this case).
So what you would have is, roughly, 7 legitimate works hidden by mistake, 993 spam correctly flagged and hidden, and 999000 works the system ignored because it recognized it as not spam and didn't touch it.
>the 0,7% false positive is of works already hidden and not works in general.
That is not what false positive means. The meaning of false positive is probability of a positive on test A conditional to A being negative. What you are using is probability of A being negative conditional to a positive on test A.
Nobody uses your definition because it is very sensitive to the ratio of positive to negative in the population you are testing, while the correct one is only sensitive to the quality of the testing process.
If you want to make up your own flawed definitions, don't go around "correcting" people that follow the norm, darling.
Comment on Automatically hiding spam works
Still not quite (Guest) Thu 23 Nov 2017 11:19PM UTC
Comment Actions
:) (Guest) Fri 24 Nov 2017 09:25AM UTC
Comment Actions
Foxglove87B Fri 24 Nov 2017 01:16PM UTC
Comment Actions
(Previous comment deleted.)
Foxglove87B Sat 25 Nov 2017 09:04AM UTC
Comment Actions
CoralFlower Sat 02 Dec 2017 08:07AM UTC
Comment Actions