Metric Card - Fiddler Documentation

Creating a Metric Card Chart

To create a Metric Card, follow these steps:

Navigate to the Charts tab in your Fiddler AI instance
Click on the Add Chart button on the top right
In the modal, select a project
Select Metric Card

Support

Metric card is supported for any model task type and for both production and pre-production data. Metric card allows displaying of Custom Metric, Data Drift, Data Integrity, Performance, Traffic, and Statistic metrics.

Available Right-Side Controls

Parameter	Value
Model	List of models in the project
Version	List of versions for the selected model
Environment	`Production` or `Pre-Production`
Dataset	Displayed only if `Pre-Production` is selected. List of pre-production env uploaded for the model version.
Metric	Selecting a metric across Custom Metrics, Data Drift, Data Integrity, Performance, Traffic, and Statistic to display as an aggregated number. Select up to 4 metrics to display on the chart.
Segment	- Selecting a saved segment - Defining an applied (on the fly) segment. This applied segment isn’t saved (unless specifically required by the user) and is applied for analysis purposes.

Available In-Chart Controls

Control	Model Task	Value
Time range selection	All	Selecting start time and end time or time label for production data. Default is last 30 days
Positive class threshold	Binary classification	For performance metrics, select a threshold to be applied for computation. Default is 0.5
Top-K	Ranking	For performance metrics, select a top-k value to be applied for computation. Default is 20.

Saving the Chart

Once you’re satisfied with your metric card Chart, you can save it which allows it to be added to Dashboards and viewed individually from the Charts page.