Intelligence Artificielle - TD 7 - IRIF
Principe général. Les arbres de décision constituent une méthode récente et efficace d'exploration de données, en vue de la prédiction d'une variable ...
Approximation Algorithms for Optimal Decision Trees and Adaptive ...Decision trees (DTs) epitomize what have become to be known as in- terpretable machine learning (ML) models. This is informally motivated by ... Decision TreesAbstract?Traditional decision tree classifiers work with data whose values are known and precise. We extend such classifiers. Reconstruction and testing via decision trees - Stanford CS TheoryIn this paper, we propose a scalable deterministic global optimization algorithm for training optimal decision tree on classification task with numerical ...
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