Re: Case sensitivity in CLASSIFY and LEARN

Chris Babcock <[email protected]>
Newsgroups gmane.mail.spam.crm114
Organization ASCII King Games
Message-ID <[email protected]>
 
> I'm wondering if the CLASSIFY and LEARN statements are case
> sensitive.  If so, does that mean I have to convert all texts into
> the same case before feeding them into the CLASSIFY and LEARN
> statements to achieve higher accuracy (without training with all
> possible combinations of cases for each word)?

Case is a form of syntactic data that is highly relevant for spam
classification and most likely relevant for any other given form of
categorization as well. For example, the word 'free' can be perfectly
innocuous in itself, but when it appears capitalized or in all caps,
the document in which it appears is more likely to be Spam. When used
in the context of the word 'radicals' the document is suddenly more
likely to be about health than it is politics or arm-wearying viewing
material.

You aren't going to train CRM114 on word lists anyways, you'll use
documents that are representative of the traffic you're planning to
analyze.

Best,
Chris

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