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  3. Dimensionality Reduction in Python

Exercise

Random forest for feature selection

Now lets use the fitted random model to select the most important features from our input dataset X.

The trained model from the previous exercise has been pre-loaded for you as rf.

Instructions 1/2

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  • Create a mask for features with an importance higher than 0.15.