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 support@arize.com or Slack us in the #arize-support channel