On the explanatory power of Boolean decision trees

Author:

Audemard Gilles,Bellart Steve,Bounia Louenas,Koriche Frédéric,Lagniez Jean-Marie,Marquis Pierre

Publisher

Elsevier BV

Subject

Information Systems and Management

Reference62 articles.

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2. Distilling a neural network into a soft decision tree;Frosst,2017

3. A survey of methods for explaining black box models;Guidotti;ACM Comput. Surv.,2019

4. S. Hooker, D. Erhan, P.-J. Kindermans, B. Kim, A Benchmark for Interpretability Methods in Deep Neural Networks, in: Proc. of NeurIPS’19, 2019, pp. 9737–9748.

5. An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models;Huysmans;Decis. Support Syst.,2011

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