Browsing Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering by Subject "Generalization ability"
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Regularizing soft decision trees
(Springer, 2013)Recently, we have proposed a new decision tree family called soft decision trees where a node chooses both its left and right children with different probabilities as given by a gating function, different from a hard ...