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Part 2: Exploratory Data Analysis (EDA) Next Steps - ML 076

Adventures in Machine Learning

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Using Shapley in a Decision Tree?

Shapley is the state of the art for and the default for a lot of people. Lyme uses a different fundamental theory in predicting how it computes its feature impact to a model. As your data scales, it does not scale well. It's like an order of magnitude, more computationally intensive than Shap is.

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