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On-premise users: click in-app to access the full platform documentation for your version of DataRobot.

Default widgets

Applications automatically include several default widgets to make predictions and view prediction results. This section describes each default widget, including configuration options and differences for project types, grouped by which application page they can be found on. Use the Editing page dropdown at the top to edit a different page.

Default widget overview
Widget Page Description Customization options
Add Data Home Allows you to upload prediction files.
  • Rename widget
All Rows Home Displays prediction history by row.
  • Rename widget
  • Add/remove features
  • Include adjusted threshold prediction column for binary projects
  • Add action to download rows
  • Add action to delete rows
Add New Row Create Prediction Allows you to make single record predictions.
  • Rename widget, add row button, and cancel button
  • Add/remove feature fields
  • Enable option for populating averages toggle.
General Information Prediction Details Displays feature values you want to view for each prediction that don't necessarily impact the results.
  • Rename widget
  • Add/remove feature fields
Prediction Information Prediction Details Displays feature values likely to impact the prediction, as well as Prediction Explanations.
  • Rename widget
  • Add/remove feature fields
Prediction Explanations Prediction Details Displays a chart with prediction results and a table with Prediction Explanations.
  • Rename widget
  • Add description
  • Color settings

Home page

Home is the application landing page—the first page users see when opening an application. This is where you can upload batch prediction files as well as view prediction rows from batch predictions and single record predictions.

Add Data

Allows you to upload batch prediction files—either local files or from the AI Catalog (available for signed-in users only).

All Rows

Displays prediction history by row.

Create Prediction page

The Create Prediction page, or Create Optimization if you selected the Optimizer template, is where you make single record predictions using any features in the Add New Row widget.

Add New Row

Allows you to make single record predictions. If you want to make predictions using additional features in the project, see the information on adding features to widgets.

Prediction Details page

The Prediction Details page displays the results of individual predictions—allowing you to analyze prediction insights after making a single record prediction or selecting a row in the All Rows widget.

Row Identifier

Displays the prediction row you're currently viewing.

Customize apps with an association ID

With the Row Identifier widget selected, you can choose the association ID from the dropdown on the left to display this value on the prediction results page for each prediction.

General Information

Displays, for each prediction, feature values that don't necessarily impact results.

Prediction Information

Displays feature values and identifies how the value impacted the prediction with XEMP or SHAP Prediction Explanations.

Prediction Explanations

Displays a chart with prediction results and a table with Prediction Explanations.


Updated January 27, 2023