Viewing ExplanationsΒΆ

Note: Not all explanatory functionality is available for multinomial classification scenarios.

Driverless AI provides easy-to-read explanations for a completed model. You can view these by clicking the Explanations button in the upper-right corner of the Model Interpretation page. Note that this button is only available for completed experiments. Click Close when you are done to return to the Model Interpretations page.

The UI allows you to view global, cluster-specific, and local reason codes. You can also export the explanations to CSV.

  • Global Reason Codes: To view global reason codes, select the Global plot from the Plot dropdown.
Global Plot

With Global selected, click the Explanations button in the upper-right corner.

Global Explanations
  • Cluster Reason Codes: To view reason codes for a specific cluster, select a cluster from the Plot dropdown.
Cluster Plot

With a cluster selected, click the Explanations button in the upper-right corner.

Cluster Reason Codes
  • Local Reason Codes: To view local reason codes, select a point on the graph or type a value in the Value field.

    Select a value

    With a value selected, click the Explanations button in the upper-right corner.

    Local Reason Codes