Creating a Metric Card Chart
To create a Metric Card, follow these steps:- Navigate to the
Chartstab in your Fiddler AI instance - Click on the
Add Chartbutton 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 | <p>- Selecting a saved segment<br>- 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.</p> |
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.