Understand ANY Machine Learning Model

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Let's see model interpretation with Shapely Values • Follow me on M E D I U M: https://towardsdatascience.com/likeli... • TIMESTAMPS • 0:00 Introduction • 1:14 Interpreting different models • 3:40 Problems • 4:33 Intuitive Model interpretation • 6:00 Partial Dependency Plots • 9:00 Shapely Value: Sample Level Feature Importance • 11:14 Shapely Value: Dataset Level Feature Importance • 13:12 Shapely Value Math • CODE: https://github.com/ajhalthor/model-in... • REFERENCES • [1] Interpretable Machine Learning: https://christophm.github.io/interpre... • [2] SHAP: https://github.com/slundberg/shap

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