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IEEE/ICACT20220024 Question.7
Questioner: nishat.mowla@ri.se    2022-02-18 ¿ÀÈÄ 4:36:32
IEEE/ICACT20220024 Answer.7
Answer by Auhor bojsahsupeng@iii.org.tw   2022-02-18 ¿ÀÈÄ 4:36:32
Have you considered comparing your obtained results with other explainable AI techniques such as LIME, counterfactual explanation? Thank you for the question. LIME is a great technique. However we used SHAP because its results provide an easy-to-read global and local view of the model predictions, while LIME only offers local interpretations. SHAP also has several advantages that LIME is lacking. But without comparing the results of these two methods we can't say which one is better. We will consider put it into our future work. Thank you!

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