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What does AUC stand for in the context of ROC analysis?

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Question: What does AUC stand for in the context of ROC analysis?

Options:

  1. Area Under the Curve
  2. Average Utility Coefficient
  3. Algorithmic Uncertainty Calculation
  4. Area Under Classification

Correct Answer: Area Under the Curve

Solution: 

AUC stands for Area Under the Curve, which quantifies the overall ability of the model to discriminate between positive and negative classes.

What does AUC stand for in the context of ROC analysis?

Practice Questions

Q1
What does AUC stand for in the context of ROC analysis?
  1. Area Under the Curve
  2. Average Utility Coefficient
  3. Algorithmic Uncertainty Calculation
  4. Area Under Classification

Questions & Step-by-Step Solutions

What does AUC stand for in the context of ROC analysis?
  • Step 1: Understand that AUC is an abbreviation.
  • Step 2: Know that AUC stands for Area Under the Curve.
  • Step 3: Recognize that it is used in ROC analysis.
  • Step 4: Learn that ROC stands for Receiver Operating Characteristic.
  • Step 5: Understand that AUC measures how well a model can tell apart positive and negative classes.
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