AI Model Training, Testing, and Validation AAIR Practice Questions (Page 9)

Questions 41–42

1. 41foundation · easy

   Which activity is part of model validation?

   • ADeploying the model to production immediately
   • BWriting code for the model's user interface
   • CComparing model outputs against business expectations and risk thresholds
   • DCollecting new training data for the next model version
   Reveal Solution Discussion Select an answer first
2. 42foundation · easy

   What is the main risk of a model with high variance?

   • AIt may overfit to the training data and fail to generalize
   • BIt may underfit and miss important patterns
   • CIt will have low accuracy on the training data
   • DIt will always produce the same predictions for similar inputs
   Reveal Solution Discussion Select an answer first