Re: Corpora: Re: multiple-category classification of text

From: Seth Russell (seth@robustai.net)
Date: Fri May 12 2000 - 03:46:20 MET DST

  • Next message: John Aitchison: "Re: Corpora: Re: multiple-category classification of text"

    "J. Zavrel" wrote:

    > > > I'm looking for references on multiple-category classification
    > > > of text.
    >
    > Just couldn't resist putting in a small shameless plug for my
    > favorite machine learning flavor:
    >
    > This type of text classification can be done very easily using
    > memory-based learning. If the nearest neighbors of a phrase to be
    > classified are multiple-category, you will also be able to assign
    > multiple-categories (i.e. a distribution of them). By controlling the
    > number of nearest neighbors you can systematically increase the number
    > of suggested categories. But of course this can be done using Naive
    > Bayes as well...
    >
    > It's easy to try with our memory-based learning package TiMBL
    > which can be obtained from http://ilk.kub.nl (follow the link to
    > software).

    Super! I think it may be close to what I need for the eMouth project
    http://robustai.net/ai/word_of_emouth.htm
    Too bad it's on a 'research only' license, eMouth is an
    open source project.

    --
    Seth Russell
    http://RobustAi.net/Ai/SymKnow.htm
    http://RobustAi.net/Ai/Conjecture.htm
    



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