Data Science Interview Question 13

Most Favorable Data Science Interview Questions and Answers for Beginners

Data Science Interview Question 13

What are AUC and ROC curves?

  • ROC :

    • ROC stands for Receiver Operating Characteristics Curve.
    • This is a graph that shows the performance of a machine learning model on a classification problem by plotting the true positive rate and the false positive rate.

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  • AUC :

    • AUC stands for Area Under the Curve.
    • It is used to measure the entire area under the ROC curve.

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