Feature Interaction
  • 10 Dec 2021
  • 1 Minute to read
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Feature Interaction

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Article Summary

The Feature Interaction option identifies meaningful segments and combinations of variables. 

This interactive graphic representation is similar to a decision tree structure. It enables you to see the various interactions between features and their effect on the average target value.

You can hover over the sunburst plot to see segments and to interact with the plot.

In the Insights tab, click the VIEW INSIGHT button in the Feature Interaction box.

The following is displayed:

This model’s score appears in the center of the graphic.

Hovering over different segments filters the displayed information.

Hovering over different segments shows the feature on the right-hand side, the average value of this feature in the graphic and the percentage of samples that had this value.



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