Yazar "0000-0001-5838-4615" için MF - Makale Koleksiyonu | Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering listeleme
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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 ... -
VC-dimension of univariate decision trees
Yıldız, Olcay Taner (IEEE-INST Electrical Electronics Engineers Inc, 2015-02-25)In this paper, we give and prove the lower bounds of the Vapnik-Chervonenkis (VC)-dimension of the univariate decision tree hypothesis class. The VC-dimension of the univariate decision tree depends on the VC-dimension ...