Konu "Decision tree induction" için MF - Makale Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering listeleme

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    • On the feature extraction in discrete space 

      Yıldız, Olcay Taner (Elsevier Sci Ltd, 2014-05)
      In many pattern recognition applications, feature space expansion is a key step for improving the performance of the classifier. In this paper, we (i) expand the discrete feature space by generating all orderings of values ...

    • Tree Ensembles on the induced discrete space 

      Yıldız, Olcay Taner (Institute of Electrical and Electronics Engineers Inc., 2016-05)
      Decision trees are widely used predictive models in machine learning. Recently, K-tree is proposed, where the original discrete feature space is expanded by generating all orderings of values of k discrete attributes and ...