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AAIA · Question #68
AAIA Question #68: Real Exam Question with Answer & Explanation
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AI Risk Management and Controls
Question
An IS auditor notes the combined number of records utilized within the training, validation, and testing data sets exceeds the total number of records in the original data set. Which of the following is MOST important for the auditor to determine?
Options
- AWhether the training, validation, and testing data sets were created in the correct order
- BWhether data leakage occurred from utilizing overlapping records in the data sets
- CWhether a sufficient number of records were utilized in the training data set
- DWhether the validation data set utilized the same number of records as the training data sets
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Topics
#Data leakage#Data splitting#AI model evaluation#Data integrity