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Hélène Verhaeghe

2 accepted papers

2020

Learning Optimal Decision Trees using Constraint Programming (Extended Abstract)

IJCAI 2020poster

Decision trees are among the most popular classification models in machine learning. Traditionally, they are learned using greedy algorithms. However, such algorithms have their disadvantages: it is difficult to limit the size of the decision trees while maintaining a good classification accuracy, a…

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