Data Science Interview Question 13
Most Favorable Data Science Interview Questions and Answers for Beginners
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Greetings.
I am a machine learning engineer based in India, possessing a sustained interest in machine learning since my undergraduate studies. I have completed Stanford University's machine learning course (Andrew Ng) via Coursera, and IBM's machine learning and deep learning curriculum. My current focus is on machine learning and data science projects, aiming to leverage my expertise for impactful, real-world problem-solving.
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.
AUC :
- AUC stands for Area Under the Curve.
- It is used to measure the entire area under the ROC curve.
