Given a pair of Unix mailbox format files (each message starts with a line which begins with 'From '), one containing nothing but spam and the other containing nothing but ham, you can train SpamBayes using a command like: python sb_mboxtrain.py -g ~/tmp/newham -s ~/tmp/newspam The above command is OS-centric (e.g., UNIX, or Windows command prompt). You can also use the web interface for training as detailed above.

Follow the "Review messages" link and you'll see a list of the emails that the system has seen so far. Check the appropriate boxes and hit Train. The messages disappear and if you go back to the home page you'll see that the "Total emails trained" has increased. Once you've done this on a few spams and a few hams, you'll find that the X-Spambayes-Classification header is getting it right most of the time.

Alternatively, when you receive an incorrectly classified message, you can forward it to the SMTP proxy for training. If the message should have been classified as spam, forward or bounce the message to spambayes_spam@localhost, and if the message should have been classified as ham, forward it to spambayes_ham@localhost. You can still review the training through the web interface, if you wish to do so.

Instructions about training the Outlook plugin can be found in the documentation for the plugin, and the 'Configuration Wizard' will attempt to guide you through an initial training process. Basically what you need to do is move as much spam as you have into your spam folder, tell the plugin which folder that is and which folders contain examples of ham, and it will do the rest. The plugin does not train on all incoming mail.

SpamBayes is a tool used to segregate unwanted mail (spam) from the mail you want (ham). Before SpamBayes can be your spam filter of choice you need to train it on representative samples of email you receive. After it's been trained, you use SpamBayes to classify new mail according to its spamminess and hamminess qualities. It's best to train on recent email, because your interests and the nature of what spam looks like change over time.

ntbackup <operation> <path> /a /b /d "text" /e /hc:<on/off> /l "<filename>" /r /t <backup type> /tape:n /v This will be backup . If you wanted to eject a tape you could enter eject (but must also include the /tape parameter) The list of drives and directories to be backed up. You may not enter file names or use the wildcard character. To backup multiple drives just put a space between them, e.g. ntbackup backup c: d: etc..

To configure the Outlook plugin, you should choose SpamBayes Manager from the SpamBayes button on the SpamBayes toolbar. If you use the POP3 proxy or IMAP filter, then simply open a browser window to http://localhost:8880, click on the configuration link on the top right of the page that opens up, and fill in the details. With the POP3 proxy, when you need to select local port numbers to proxy on, if you are only proxying one server, then try 110 first.

Try this code: Dim g as Graphics g = frmMain.CreateGraphics() g.DrawLine(Pens.Black, new Point(0,0), _ new Point(frmMain.ClientRectangle.Width), frmMain.ClientRectangle.Height) g.Dispose() This should draw a line from the upper left to the bottom right...

First, of course install TSC. Open TSC and right click on the icon in your task bar (near the clock). Select properties. Set your candidate queue to whatever you want. I max mine out. If you have a dialup computer, unselect the online tab. Click ok, and then right click again and select exit. In this directory, there is a file called readme.txt.. it might be a good idea to read this. It's kind of hard to understand. Now edit (with notepad or something like it), the file called launch.

If the number of parameters on the command line gets unweildy, pass in the location of a property file that defines a set of parameters. Alternatively, the JUnit-addons package contains the XMLPropertyManager and PropertyManager classes that allow you to define a property file (or XML file) containing test parameters.

MATLAB v4.1 has a an axis property LineStyleOrder for this. Monochrome users can tell MATLAB to always use white lines and cycle through their favorite line styles with the commands: set( 0, 'DefaultAxesColorOrder', [1 1 1] ) set( 0, 'DefaultAxesLineStyleOrder', '-|:|--' )

The Unix command-line interface to R can only provide the inbuilt command line editor which allows recall, editing and re-submission of prior commands provided that the GNU readline library is available at the time R is configured for compilation. Note that the 'development' version of readline including the appropriate headers is needed: users of Linux binary distributions will need to install packages such as libreadline-dev (Debian) or readline-devel (Red Hat).

Like this: using System; class CApp { public static void Main( string[] args ) { Console.WriteLine( "You passed the following arguments:" ); foreach( string arg in args ) Console.WriteLine( arg ); } }

There is the basic find command which allows you to search one file at a time for string, however findstr is far more versatile. The command has the following switches FINDSTR [/B] [/E] [/L] [/R] [/S] [/I] [/X] [/V] [/N] [/M] [/O] [/F:file] [/C:string] [/G:file] [strings] [[drive:][path]filename[ ...]] When you execute a batch file (or any other DOS command without a pif setting) the _DEFAULT.PIF file in the %systemroot% directory is used.

If you don't have access to a shell/command line (usually the case with third party hosting services) then you may find you can use Martin Geisler's phpShell software to achieve the desired result (unless SAFE MODE is not set for php). Installation problems are sometimes weird and hard to diagnose.

You can use Visual Studio 2005 to compile your application and specify that it should run on a 64-bit operating system either as a native application or under WOW64; however, Visual Studio 2005 itself (including Team Suite and the role-based editions) is a 32-bit application and when installed on a 64-bit Windows operating system will run under WOW64. Likewise, Team Foundation Build is a 32-bit application and when installed on a 64-bit Windows operating system will run under WOW64.

When running in windowed mode or GDI-based fullscreen mode, XWin.exe must run the X Server at whatever display depth Windows is currently using; in these cases the display depth passed on the command line is ignored. XWin.exe only uses the display depth parameter when running in a DirectDraw-based fullscreen mode, as DirectDraw allows applications to change the display resolution and depth when running in fullscreen mode.

Unless you want to run from the source code, all you need is the SpamBayes installer. At present, any Windows users using Outlook or using any other mail client and retrieving mail via POP3 can use the installer. At present, all other users must run from source. If you want to run from source, you must have a recent version of Python installed on your computer, version 2.2 or later. (Don't ask about backporting it to earlier versions of Python. It's almost a certainty this won't happen.

SpamBayes will work with most POP3 or IMAP compatible clients. How you implement depends on your local architecture. Users with access to procmail can just write a recipe that invokes SpamBayes like this: :0fw | /opt/spambayes/sb_filter.py Follow that with a recipe to check the results and take action: :0 * ^X-Spambayes-Classification: spam ${MAILDIR}/spam Emacs and XEmacs both come with VM, one of a choice of several Emacs-based mail packages. Emacs is extensible using Emacs Lisp or Pymacs.

You can't use SpamBayes directly with the normal AOL Mail interface, but AOL's Mail system is reputed to allow IMAP access. If that proves to be correct you should be able to use the SpamBayes IMAP filter (sb_imapfilter.py) to scrub your AOL mailbox. Should you try this, reports of your successes or failures on the spambayes@python.org mailing list would be appreciated.