How to get feature importance in xgboost?

Question

I\'m using xgboost to build a model, and try to find the importance of each feature using get_fscore(), but it returns {}

and my train code

Answer 1

For feature importance Try this:

Classification:

pd.DataFrame(bst.get_fscore().items(), columns=['feature','importance']).sort_values('importance', ascending=False)

Regression:

xgb.plot_importance(bst)