Data Brew Season 2 Episode 7: Interpretable Machine Learning
Data Brew by Databricks
Is There Anything Wrong With Your Methods?
There's nothing wrong with their methods, but they are all solving different fundamental mathematical problems. People don't even realize that lime shap and an intigrated granience are solving different problems. Every method has strengths and weaknesses. And so i think having people understand when methods are applicable and not applicable is kind of the issue with all of them.
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