Can your XAI method recover a simple decision rule?
Introduction One model, one simple rule, and two inputs. The explanation methods tested herein can accurately report feature attributions at arbitrary points, yet none recovers the target rule. The capabilities and limits of XAI methods have been widely discussed in the literature [1]. Building on that prior work, this is...
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