Describe a scenario where you had to implement AI Explainability practices in a project. What approaches did you use and what were the outcomes?
Instruction: Share a real-life example where you applied AI Explainability techniques, including the methods used and the results achieved.
Context: This question seeks to understand the candidate's hands-on experience with AI Explainability, focusing on their ability to apply theoretical knowledge in practical scenarios.
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A review team needed to understand why a risk model flagged particular cases. I started with global feature analysis, then used local explanations on individual cases and compared them with the underlying records...