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!
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