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Data Science · Q5

Model Evaluation and Validation

Computer Related · Data Science · question 5

Q5

What is the purpose of the Receiver Operating Characteristic (ROC) curve in model evaluation?

A.
To compare different machine learning algorithms
B.
To visualize the model's decision boundary
C.
To measure the model's prediction accuracy
D.
To evaluate the trade-off between true positive rate and false positive rate
Answer

Answer: Option D

Solution

Answer: Option D
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