.. _Viewing Explanations:

Viewing Explanations
====================

**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 on 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** from the **Cluster** dropdown.

 .. figure:: images/global_plot.png
   :alt: Global Plot
   :width: 541
   :height: 100

 With Global selected, click the **Explanations** button beside the **Cluster** dropdown. 

 .. figure:: images/global_explanations.png
   :alt: Global Explanations
   :width: 491
   :height: 290

- **Cluster Reason Codes**: To view reason codes for a specific cluster, select a cluster from the **Cluster** dropdown.

 .. figure:: images/cluster_plot.png
    :alt: Cluster Plot
    :width: 540
    :height: 113

 With a cluster selected, click the **Explanations** button.

 .. figure:: images/cluster_reason_codes.png
    :alt: Cluster Reason Codes
    :width: 434
    :height: 243

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

  .. figure:: images/local_select.png
     :alt: Select a value
     :width: 483
     :height: 340

  With a value selected, click the **Explanations** button.

  .. figure:: images/local_reason_codes.png
     :alt: Local Reason Codes
     :width: 440
     :height: 440