Exam: Cloud Digital Leader 0 Likes
An organization is using machine learning to make predictions. One of (Digital Leader)
An organization is using machine learning to make predictions. One of their datasets mistakenly includes mislabeled data.
How will the prediction be impacted?
A) Increased risk of privacy leaks.
B) Increased risk of inaccuracy.
C) Decreased model compatibility.
D) Decreased model training time.
Solution
Correct answer: B) Increased risk of inaccuracy.
Mislabeled data in a machine learning dataset can significantly impact the accuracy of predictions. When training a machine learning model, it relies on the correctness of the labels to learn patterns and make accurate predictions. If the dataset contains mislabeled data, the model may learn incorrect patterns or associations, leading to inaccurate predictions. Therefore, the presence of mislabeled data increases the risk of inaccuracy in the predictions made by the machine learning model.
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