AI Models, Considerations, and Requirements AAIA Practice Questions (Page 8)

Questions 36–38

1. 36foundation · easy

   What is the purpose of a model inventory in model governance?

   • ATo replace the need for model validation
   • BTo store the training data used for each model
   • CTo automatically retrain models
   • DTo maintain a record of all models and their lifecycle status
   Reveal Solution Discussion Select an answer first
2. 37foundation · easy

   Which metric is commonly used to evaluate the performance of a regression model?

   • AMean Absolute Error (MAE)
   • BF1 Score
   • CPrecision
   • DArea Under the ROC Curve (AUC)
   Reveal Solution Discussion Select an answer first
3. 38foundation · easy

   Which data quality issue is most likely to cause an AI model to produce biased outcomes?

   • AUnrepresentative training data
   • BLarge data volume
   • CData encryption
   • DHigh data velocity
   Reveal Solution Discussion Select an answer first