ROC Full Form Explained
The question asks for the correct full form of the acronym ROC.
Let's examine the options provided:
- Option 1: Receiver-Operating Characteristic
- Option 2: Response-Operating Characteristic
- Option 3: Receiver Operating Curve
- Option 4: Response Operating Curve
Analysis: ROC commonly stands for Receiver-Operating Characteristic, particularly in the context of signal detection theory and machine learning performance evaluation. While "Curve" is sometimes associated with ROC plots, the fundamental term is "Characteristic". Similarly, "Receiver" is the standard term over "Response".
Therefore, the correct expansion of ROC is Receiver-Operating Characteristic.
Correct Answer: Option 1: Receiver-Operating Characteristic
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