Feature Importance in Decision Trees | Machine Learning Interpretability
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YouTubeSoledad Galli | Data Scientist @ Train in Data
Feature Importance in Decision Trees | Machine Learning Interpretability
In this video, we explain how to derive feature importance from decision trees. We explain how by understanding how a tree is constructed and evaluating the reduction in the impurity of the data obtained at each node, we can estimate a feature's contribution to the outputs of the model. We'll walk through an example using scikit-Learn and ...
465 viewsDec 5, 2024
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