Dashboard Widgets

How to create a widget within a dashboard that analyzes your top performing features

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag the Distribution widget creation button

Define the first plot by specifying the model, what metric you'd like to see, model environment: Production, Pre-production (Validation or Training), version (if applicable) and what (features, actuals, predictions, etc) you will be displaying the "distribution over".

Success!

How to create a widget within a dashboard where you can evaluate a heatmap of performance across distributions

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag the Distribution widget creation button

Define the base plot by specifying the model, what metric you'd like to see, model environment: Production, Pre-production (Validation or Training), version (if applicable) and what (features, actuals, predictions, etc) you will be displaying the "distribution over".

Success!

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag the Distribution widget creation button

Define the first plot by specifying the model, what metric you'd like to see, model environment: Production, Pre-production (Validation or Training), version (if applicable) and what (features, actuals, predictions, etc) you will be displaying the "distribution over". In this case, we're looking at Prediction Class

Update the second plot to Actual Class to specify what the second plot will be distributing over

Success!

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag 'Statistic' widget square

Define the widget by specifying the evaluation/performance metric. Then define the rest of the dataset by specifying model, what metric you'd like to see, model environment: Production, Pre-production (Validation or Training), version (if applicable).

Success!

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag 'Drift' widget square

Select the model dimension to measure such as prediction/actual and feature/tag drift

Success!

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag 'Alert Graph' widget square

Select a prediction drift and feature drift monitors for your model

Save, share, and troubleshoot by clicking the 'View Monitor' link.

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag 'Alert Graph' widget square

Select various model monitors that can significantly impact KPIs or are sensitive to change

Save, share, and troubleshoot by clicking the 'View Monitor' link.

Begin with an existing dashboard, blank dashboard, or start with a created template

Enter edit mode

Select or Drag 'Text' widget square

Type useful notes and other relevant text

Enjoy your powerful dashboard view!