Dataman in AI
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Dataman in AI

Explain Your Model with LIME

Why Is Model Interpretability so Important?

In this article, I will introduce the LIME approach. I will start with the questions that the inventors of LIME were concerned with, then walk you through their solutions. You may be interested in knowing their thought process or even adopting their problem-solving approach.

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The Dataman articles are my reflections on data science and teaching notes at Columbia University https://sps.columbia.edu/faculty/chris-kuo