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1. Programming
Hi Guys,
I will be doing my masters in Comp science in a few months. I would like to get intimate with python by ideally doing a project based tutorial. Is there any good resource for learning python with an end project in mind. ? (4 Replies)
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2. Shell Programming and Scripting
I'm going to be starting a job in a month or so that I need to brush up on my Unix shell scripting skills. About 15 years ago, I took a college class for Unix shell scripting. I would like to find a good college book again, rather than just going to Amazon and just buying anything.
This is... (2 Replies)
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3. Programming
Actually I know bit of C++ and Java & C# for a extend.
But when I have tried to go through some online exams of C++, I have found out that there's a lot for me to learn in C++ also. And as I Believe, most of the things are the once that C++, got from C. Actually I'm good with those OOP concepts... (3 Replies)
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4. Programming
I'd like to learn C but I wanted to ask if anyone knows of a good book to start with. I came across some folks who said the best one is 'The C programming language, second edition' but some reviews said that it's not for beginners. I am learning Java and UNIX on my Mac and am familiar with... (6 Replies)
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5. UNIX for Dummies Questions & Answers
which is a gud book to learn advanced korn shell scripting?
i know the basic shell scripting (1 Reply)
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6. UNIX for Dummies Questions & Answers
What Os Should I Install?
Thanks. (4 Replies)
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7. Shell Programming and Scripting
See the title. Originally wasn't going to type anything but I need a message of at least 10 characters! :cool: (2 Replies)
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8. UNIX for Advanced & Expert Users
i need to learn this very quick. i'm not trying delve deep into it. just enough to do basic things. does anyone know of any good sites to visit?? (1 Reply)
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9. Linux
I have just transferred from an mainframe DB2 area to an area that uses LINUX. Any suggestions for a good book to buy for learning LINUX? (1 Reply)
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Mail::SpamAssassin::Plugin::AutoLearnThreshold(3) User Contributed Perl Documentation Mail::SpamAssassin::Plugin::AutoLearnThreshold(3)
NAME
Mail::SpamAssassin::Plugin::AutoLearnThreshold - threshold-based discriminator for Bayes auto-learning
SYNOPSIS
loadplugin Mail::SpamAssassin::Plugin::AutoLearnThreshold
DESCRIPTION
This plugin implements the threshold-based auto-learning discriminator for SpamAssassin's Bayes subsystem. Auto-learning is a mechanism
whereby high-scoring mails (or low-scoring mails, for non-spam) are fed into its learning systems without user intervention, during
scanning.
Note that certain tests are ignored when determining whether a message should be trained upon:
o rules with tflags set to 'learn' (the Bayesian rules)
o rules with tflags set to 'userconf' (user configuration)
o rules with tflags set to 'noautolearn'
Also note that auto-learning occurs using scores from either scoreset 0 or 1, depending on what scoreset is used during message check. It
is likely that the message check and auto-learn scores will be different.
USER OPTIONS
The following configuration settings are used to control auto-learning:
bayes_auto_learn_threshold_nonspam n.nn (default: 0.1)
The score threshold below which a mail has to score, to be fed into SpamAssassin's learning systems automatically as a non-spam
message.
bayes_auto_learn_threshold_spam n.nn (default: 12.0)
The score threshold above which a mail has to score, to be fed into SpamAssassin's learning systems automatically as a spam message.
Note: SpamAssassin requires at least 3 points from the header, and 3 points from the body to auto-learn as spam. Therefore, the
minimum working value for this option is 6.
bayes_auto_learn_on_error (0 | 1) (default: 0)
With "bayes_auto_learn_on_error" off, autolearning will be performed even if bayes classifier already agrees with the new
classification (i.e. yielded BAYES_00 for what we are now trying to teach it as ham, or yielded BAYES_99 for spam). This is a
traditional setting, the default was chosen to retain backwards compatibility.
With "bayes_auto_learn_on_error" turned on, autolearning will be performed only when a bayes classifier had a different opinion from
what the autolearner is now trying to teach it (i.e. it made an error in judgement). This strategy may or may not produce better future
classifications, but usually works very well, while also preventing unnecessary overlearning and slows down database growth.
perl v5.16.3 2011-06-06 Mail::SpamAssassin::Plugin::AutoLearnThreshold(3)