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Relative Feature Importance

Jul 16, 2020
Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup


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Pitfalls to Avoid when Interpreting Machine Learning Models

Jul 08, 2020
Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl

* This article was accepted at the ICML 2020 workshop XXAI: Extending Explainable AI Beyond Deep Models and Classifiers (see http://interpretable-ml.org/icml2020workshop/

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Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach

Jun 08, 2020
Christoph Molnar, Gunnar König, Bernd Bischl, Giuseppe Casalicchio


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