ModelSpeX: Model Specification Using Explainable Artificial Intelligence Methods
Published in KOPS (University of Konstanz) • Jan 1, 2020
NobleIDNI4P69W50R29S32
Authors:,,
Udo Schlegel
Eren Cakmak
Daniel A. Keim
Abstract
Explainable artificial intelligence (XAI) methods aim to reveal the non-transparent decision-making mechanisms of black-box models. The evaluation of insight generated by such XAI methods remains challenging as the applied techniques depend on many factors (e.g., parameters and human interpretation)...
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