Reason Codes or Prediction Explanations for Individual Predictions/Rows

[mtomlinson1]

It would be great if it was possible to output the top most influential features in producing the score for each individual entity/row when using the predictive and machine learning tools.

Similar to the way they work in DataRobot. Details here and here.

This would enable some simple interpretation of how a model came to an individual prediction and the most important features in that particular row/case.

[KylieF]

Thank you for your idea and feedback! I've conducted a quick review of this idea to insure it has all the necessary components present for when the criteria is met for the idea to be submitted to product, and it looks good. For anyone interested in ideas similar to this be sure to check our out Category Machine Learning or Category Predictive labels and to check out our Submission Guidelines which go over the idea boards in a bit greater detail.

[unnitaraut]

has this tool being made on how a model came to an individual prediction and the most important features in that particular row/case?