HIGHLIGHTS
- who: Alexandr Oblizanov and colleagues from the Faculty of Computer Science and Technology, Saint Petersburg Electrotechnical University Leti, Saint-Petersburg, Russia have published the article: Evaluation Metrics Research for Explainable Artificial Intelligence Global Methods Using Synthetic Data, in the Journal: (JOURNAL)
- what: The paper analyzes various approaches to the evaluation of XAI methods defines the requirements for the evaluation system and suggests metrics to determine the various technical characteristics of the methods. The aim of the work is to develop metrics that allow evaluating the result of applying the methods of explainable artificial_intelligence LIME, SHAP . . .
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