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4—Feature Importance, Tree Interpreter
Today we do a deep dive in to feature importance, including ways to make your importance plots more informative, how to use them to prune your feature space, and the use of a “dendrogram” to understand feature relationships.
In the second half of the lesson we’ll learn about two more really important interpretation techniques: partial dependence plots, and the “tree interpreter”.
