Geometric Decision Tree

Nov 16, 2016 - decision tree is because of its simplicity and easy interpretability as a classification rule. In a decision tree classifier, each non-...

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Feb 24, 2018 - Incremental Learning, Decision Trees, Classification. ACM Reference Format: Chaitanya Manapragada, Geoffrey I. Webb, and Mahsa Salehi. 2018. Ex- tremely Fast Decision Tree. In Proceedings of ACM conference (KDD'18). ACM,. New York, NY,

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We propose to add specific noise to the numeric attributes after exploring the decision tree of the original data. The obfuscated data then is presented to the second party for decision tree analysis. The decision tree obtained on the original data a

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Nov 27, 2017 - This choice was made to facilitate easy distillation of the knowledge acquired by a deep neural net into a decision tree. 2 The Hierarchical Mixture of Bigots. We use soft binary decision trees trained with mini-batch gradient descent,

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