Using Python and scikitlearn, is there a way to return the "feature dependency" percentage?

gratefuldeadbertha at gmail.com gratefuldeadbertha at gmail.com
Thu Jan 30 14:01:05 EST 2020


Hello,
I am relatively new to Python and Machine Learning.
I have a basic dataset for insurance fraud and a script that generates the model and runs the predictions.
I am able to output the accuracy percentages, but I would like to also output the feature dependencies: For example, what role did each attribute play in the prediction? The policy_number would be 0.0% where as the claim_amount would likely be 56.2%, does this make sense?
Is there a scikit function for this? Also, is "feature dependency" even the correct term?
Thank you for your help!
-Matt


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