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@@ -185,3 +185,9 @@ Random Forests Classication:
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Random Forests Regression:
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- Aggregates predictions through averaging
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- RandomForestRegressor in scikit-learn
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Feature Importance
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- Tree-based methods: enable measuring the importance of each feature in prediction.
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- In sklearn :
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- how much the tree nodes use a particular feature (weighted average) to reduce impurity
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- accessed using the attribute feature_importance_

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