Monitor Types
Learn about the different monitor options in Arize
Performance Monitor Metrics by Use Case
Model performance metrics measure how well your model performs in production. Monitor model performance with daily or hourly checks using an evaluation metric. Your model type determines your performance metric.
Drift Monitor Metrics by Use Case
Arize offers various distributional drift metrics to choose from when setting up a monitor. Each metric is tailored to a specific use case; refer to this guide to help choose the appropriate metric for various ML use cases.
Data Quality Monitor Metrics by Use Case
Custom Metrics
Couldn't find your metric above? Arize supports the ability to monitor custom metrics using SQL. Here is an example of a custom metric for the percent of a loan that is outstanding:
Learn how to create custom metrics here.
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