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Hello, I would like to ask how to use the final 'feature_importance' value inside the 'federatedscope.vertical_fl.tree_based_models.trainer.feature_order_protected_trainer.py' file? #743

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xwzhang12 opened this issue Dec 29, 2023 · 1 comment
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@xwzhang12
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@xwzhang12 xwzhang12 changed the title Hello, I'd like to ask how to call the final 'feature_importance' value within the 'federatedscope.vertical_fl.tree_based_models.trainer.feature_order_protected_trainer.py' file? Hello, I would like to ask how to use the final 'feature_importance' value inside the 'federatedscope.vertical_fl.tree_based_models.trainer.feature_order_protected_trainer.py' file? Dec 29, 2023
@qbc2016
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qbc2016 commented Jan 2, 2024

Hello, sorry for the late response.
The values in feature_importance evaluate the relative importance of each feature in the model's predictions. By analyzing feature importance, clients can identify which features contribute the most to the model's predictive ability. This information can be used for feature selection or dimensionality reduction to simplify the model and improve performance.

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