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Given a list of numbers representing predicted probabilities and corresponding true labels, how would you plot an ROC curve?
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Data Analyst
Marketer
General
Consider how to calculate true positive and false positive rates at different threshold values to construct the curve.
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Hard Difficulty
Hard questions require advanced understanding and critical thinking. Here, your problem-solving skills are key, as these questions often involve complex scenarios needing in-depth analysis and well-structured responses.
Statistics question
Statistics questions assess your understanding of data analysis principles. Show your knowledge of probability, statistical inference, experimental design, and how you apply quantitative methods to interpret data and draw valid conclusions.