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Knjižnica tehniških fakultet, Maribor (KTFMB)
  • Evolving groups of basic decision trees
    Šprogar, Matej ...
    Decision tree is a good classifier with transparent decision mechanism. Decision tree building methods usually have problems because of the nature of the tree to split the learning samples to more ... subsets. If the classification for such a subset is not possible it's better to put off the decision on classification to some other classifier. This leads to introduction of a null classification which simply means that no classification is possible in this step. This approach is sensible with evolutionary methods as they can handle a number of trees simultaneously. In the process of construction we have to adress the problem if a classification is sensible. Performance of the proposed model has been tested on several datasets and presented results on such dataset show its potential.
    Vir: Proceedings (Str. 183-188)
    Vrsta gradiva - prispevek na konferenci
    Leto - 2001
    Jezik - angleški
    COBISS.SI-ID - 6469654

vir: Proceedings (Str. 183-188)

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