search for: nonspam

Dear all, Objective: I am trying to learn about neural networks. I want to see if i can train an artificial neural network model to discriminate between spam and nonspam emails. Problem: I created my own model (example 1 below) and got an error of about 7.7%. I created the same model using the Rattle package (example 2 below, based on rattles log script) and got a much better error of about 0.073%. Question 1: I don't understand why the rattle script gives a...

...ven don't know if this must be done by DSPAM itself or by dovecot, but let me explain : The feature would be done by a signature replacement into tagSpam and tagNospam text, so the user would simply have to click on the link at end of the mail to learn DSPAM : # dspam.conf tagSpam on tagNonspam on # msgtag.spam If this message was classified SPAM by mistake, please click here : http://example.com/dspam-retrain.cgi?sig= {DSPAM_SIG} # msgtag.nonspam If this message should have been classified SPAM, please click here : http://example.com/dspam-retrain.cgi?sig= {DSPAM_SIG} I think a clic...

...rs mailing list > Mongrel-users-GrnCvJ7WPxnNLxjTenLetw@public.gmane.org > http://rubyforge.org/mailman/listinfo/mongrel-users > > ** Classified by CRM114 SS as good ** > CLASSIFY fails; success probability: 0.1452  pR: -0.7699 > Best match to file #1 (nonspam.css) prob: 0.8548  pR: 0.7699 Total features > in input file: 3653 > #0 (spam.css): features: 1609955, hits: 159866, prob: 1.45e-01, pR:  -0.77 #1 > (nonspam.css): features: 1618666, hits: 136684, prob: 8.55e-01, pR:   0.77

...irst, two paragraphs of background: A Bayesian spam filter called bogofilter uses Berkeley db to maintain two database files of identical format: one containing words found in spam email and for each word the number of times that word has been seen; the other is the same except the words come from nonspam email. ("Words" is a bit of an oversimplification but that doesn't matter for the present purpose.) One of bogofilter's functions is to update one or the other of these database files with the contents of a new message known to be spam or nonspam; another is to look up the words f...

...ode=501; areacode=212; http://maps.google.com/maps?q=40.7082,-74.0132&z=6 X-CanItPRO-Stream: former.employees (inherits from default) X-Canit-Stats-ID: 01ElcP6k2 - 963888654722 X-Antispam-Training-Forget: http://10.30.31.25/canit/b.php?i=01ElcP6k2&m=963888654722&c=f X-Antispam-Training-Nonspam: http://10.30.31.25/canit/b.php?i=01ElcP6k2&m=963888654722&c=n X-Antispam-Training-Spam: http://10.30.31.25/canit/b.php?i=01ElcP6k2&m=963888654722&c=s X-Scanned-By: CanIt (www . roaringpenguin . com) on 10.30.31.25 X-OriginalArrivalTime: 20 Mar 2011 00:52:34.0936 (UTC) FILETIME=[19...

I mostly use Mutt to read mail but today I fired up Thunderbird. I have a shell script that looks for new mail, which looks for files in cur/ and new/ ending with the server hostname or a comma. When I fired up TB it seems that all new mail has been given a flag of ,a which I gather means it matches a keyword. My questions are: How did this happen? Did TB do something strange to my mail when

I am trying to merge all, existing or not, different mailboxes in one with the mailbox alias plugin. If I add the following lines, will the existing mailboxes automatically merge in one mailbox and corresponding links auto create? If not, do I have to do this manually? mailbox_alias_new = Spam mailbox_alias_new2 = Junk E-mail mailbox_alias_new3 = Sent Items mailbox_alias_new4 =

Hi, I''m halfway developing a tiny plugin that allows people to scrub flash video files. I''ve got my plugin setup to monitor a directory /movies. Whenever a .flv file is requested within that directory, some stuff should happen, if not, the request should be processed as usual. I don''t know how to do the latter.. require ''mongrel'' require