evan_tech

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Gather your SpamAssassin scores:
trout:~/Mail/danga/spam/cur% grep 'X-Spam-Status' * | sed -e 's/.*hits=//' | sed -e 's/ .*//' > ~/n
Then, in R:
> n = read.table('n')$V1
> summary(n)
   Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
-38.800  -4.900  -4.900  -3.564  -1.400   4.000 

So if I lowered the cut off to 4, I'd have...
> length(n[n < 4]) / length(n)
[1] 0.9976526

99.7% accuracy.
> length(n[n < 3.5]) / length(n)
[1] 0.988263


Hmm...
One of the messages I'd lose, with a spam score of 3.9, is from my ex inviting me to dinner. I think it's 'cause it's HTML and it has a disclaimer footer inserted by her job.



(...am I posting too much?)