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SHAP Lundberg《A unified approach to interpreting model predictions》。 SHAP ( SHAP ) …
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。 :import xgboostfrom import RandomForestRegressorfrom import StackingRegressorimport shap# train a modelX y = shap
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shap Visualization omitted Javascript library not loaded Have you run initjs in this notebook If this notebook was from another user you must also trust this not…
SHAP Summary Plot Ideal for understanding feature impact at a high level but with more nuance It shows how each feature s importance varies across the dataset
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