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3 cards from this section. Quick, good the night before a test.
What is an alert in AI monitoring?
Think about the tracking of good or bad performance.
Give one example of a performance metric.
What can we measure in terms of prediction outcomes?
What is the main purpose of alerts in AI monitoring?
Think about what alerts notify you about in AI systems.
True or False: Alerts can only be set for accuracy metrics.
Consider all potential metrics for which alerts might be useful.
Develop a comprehensive alert monitoring plan for an AI application utilized in healthcare diagnostics. Include types of alerts, metrics monitored, and response strategies.
Consider the critical health factors that would trigger alert actions.
Analyze how false alerts can affect AI model performance. Create a strategy to minimize false alerts while maximizing real issue detection.
Think about the costs of responding to alerts that turn out to be incorrect.
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