Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming

Global optimization of decision trees has shown to be promising in terms of accuracy, size, and consequently human comprehensibility. However, many of the methods used rely on general-purpose solvers for which scalability remains an issue. Dynamic programming methods have been shown to scale much be...

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Hauptverfasser:	van der Linden, Jacobus G. M, de Weerdt, Mathijs M, Demirović, Emir
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Data Structures and Algorithms Computer Science - Learning
Online-Zugang:	Volltext bestellen
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