Mass Assignment Based Induction of Linguistic Decision Trees

JF Baldwin, J Lawry, TP Martin

    Research output: Chapter in Book/Report/Conference proceedingChapter in a book

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    Abstract

    A mass assignment based ID3 algorithm (MA-ID3) for the induction of decision trees on words is described. Such decision trees encode sets of qualified conditional rules on linguistic variables. The potential of this algorithm is illustrated by means of several examples relating to both real world and model classification and prediction problems.

    Translated title of the contributionMass assignment-based induction of decision trees on words
    Original languageEnglish
    Title of host publicationUncertainty in Intelligent and Information Systems
    PublisherWorld Scientific Publishing Co.
    Chapter13
    Pages162-173
    Number of pages12
    ISBN (Electronic)978-981-279-256-3
    ISBN (Print)981-02-4364-2
    DOIs
    Publication statusPublished - 1 Sept 2000

    Publication series

    NameAdvances in Fuzzy Systems
    PublisherApplicationsand Theory
    Volume20
    ISSN (Print)2010-2771

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