Pre-Production Performance

Pre-Production Performance Templates

Use pre-production performance templates to explore your model’s training data and validation environments.

Training Data Template

Track training-environment performance

Key Widgets: Statistics (prediction/actual counts, accuracy, score averages), time series charts (class comparisons, daily values, score distributions), and specialized charts for accuracy, F1 scores by class, and feature distribution

Validation Data

Track validation-environment performance

Key Widgets: Statistics (prediction/actual counts, accuracy, score averages), time series charts (class comparisons, daily values, score distributions), and specialized charts for accuracy, F1 scores by class, and feature distribution

Create A Pre-Production Performance Dashboard

Step 1: Select Pre-Production Performance Template

Step 2: Specify Fields

Step 3: Use dashboard, modify widgets, and share with your team!

Questions? Email us at [e-mail] or Slack us in the #arize-support channel