Robotics & Artificial Intelligence
Assertion (A): In supervised learning, a machine learns under some guidance of a developer.
Reason (R): The labelled data and the output are provided to train the model. Once the model is trained, it is tested with same or similar kind of data to predict the desired answer.
Based on the above assertion and reasoning, pick an appropriate statement from the options given below:
- Both A and R are true and R is the correct explanation of A.
- Both A and R are true and R is not the correct explanation of A.
- A is true but R is false.
- A is false but R is true.
- Both A and R are false.
AI Concepts
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Answer
Both A and R are true and R is the correct explanation of A.
Reason — In supervised learning, a machine learns under the guidance of a developer, similar to how a teacher guides students in school. The labelled input data along with the expected output are provided to train the model. Once trained, the model is tested with same or similar kind of data and is expected to predict the correct output. Thus, R correctly explains how supervised learning works as stated in A.
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