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In the context of classification, what does ROC stand for?

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Question: In the context of classification, what does ROC stand for?

Options:

  1. Receiver Operating Characteristic
  2. Receiver Output Curve
  3. Rate of Classification
  4. Random Output Curve

Correct Answer: Receiver Operating Characteristic

Solution: 

ROC stands for Receiver Operating Characteristic, which is a graphical representation of a classifier\'s performance.

In the context of classification, what does ROC stand for?

Practice Questions

Q1
In the context of classification, what does ROC stand for?
  1. Receiver Operating Characteristic
  2. Receiver Output Curve
  3. Rate of Classification
  4. Random Output Curve

Questions & Step-by-Step Solutions

In the context of classification, what does ROC stand for?
  • Step 1: Understand that ROC is an abbreviation.
  • Step 2: Know that ROC stands for Receiver Operating Characteristic.
  • Step 3: Learn that ROC is used in classification tasks.
  • Step 4: Recognize that ROC is a graphical representation.
  • Step 5: Understand that it shows how well a classifier performs.
  • Receiver Operating Characteristic (ROC) – ROC is a graphical representation used to evaluate the performance of a classification model by plotting the true positive rate against the false positive rate at various threshold settings.
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