AAIA · Question #90
AAIA Question #90: Real Exam Question with Answer & Explanation
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Question
Which of the following correctly summarizes the conclusions of the model card excerpt provided? Model Card ?Electrical Grid Predictive Maintenance Model Model Information: Description: AI model designed to predict maintenance needs for electrical grid components, reduce unplanned downtime, and improve grid reliability. Inputs: Real-time sensor data, historical maintenance records, and operational logs. Outputs: Maintenance needs predictions for 60 & 90 days. Evaluation: Approach: Cross-validation and validation of accuracy, precision, and recall. Results: Accuracy 72%; Precision 60%; Recall 95%; F1 76%
Options
- AThe AI model correctly predicts maintenance needs 95% of the time.
- BThe electrical grid uptime is expected to be 72% of the time.
- CGrid failure is predicted to occur after 90 days.
- DF1 indicates that the model identifies true maintenance needs 76% of the time.
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