Google Cloud Digital Leader — Question 74
An organization is using machine learning to make predictions. One of their datasets mistakenly includes mislabeled data.
How will the prediction be impacted?
Answer options
- A. Increased risk of privacy leaks
- B. Increased risk of inaccuracy
- C. Decreased model compatibility
- D. Decreased model training time
Correct answer: B
Explanation
The presence of mislabeled data will lead to an increased risk of inaccuracy in the predictions, as the model will learn from incorrect examples. The other options do not directly relate to the impact of labeling errors, as privacy leaks, model compatibility, and training time are not primarily affected by mislabeled data.