Drift

Drift Templates

Use drift templates to proactively monitor and maintain overall model health, timestamp lastest updates, and summarize recent changes or alerts.

Feature Drift

View model features while assessing drift metrics to compare against your model's baseline

Key Widgets: Time series view of key drift metrics (PSI, KS Statistic, JS Distance, KL Divergence, Cosine Similarity Over Time), feature breakdown of the distribution that contributed to drift

Drift Monitors

Select any pre-existing drift monitors and view them alongside other dashboard widgets or views

Key Widgets: Realtime reflection of alerting thresholds and monitor value at an aggregate view

Create A Drift Dashboard

Step 1: Select Drift 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