Importance Scores for features in random forest model

User 2763 | 12/9/2015, 12:10:40 AM

Is there any way to rank features by their importance in a random forest model?

Comments

User 91 | 12/9/2015, 1:40:17 AM

Try using the feature importance scores available for all tree models (see link below)

API Docs: https://dato.com/products/create/docs/generated/graphlab.randomforestclassifier.RandomForestClassifier.getfeatureimportance.html#graphlab.randomforestclassifier.RandomForestClassifier.getfeatureimportance


User 2763 | 12/10/2015, 4:58:23 PM

Thank you, sir!