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USAII CAIC Exam - Topic 6 Question 2 Discussion

Choose the CORRECT example of Supervised Learning.
B) House price prediction
A) Driverless car
C) ChatGPT
D) All of the above
E) None of the above

USAII CAIC Exam - Topic 6 Question 2 Discussion

Actual exam question for USAII's CAIC exam
Question #: 2
Topic #: 6
[All CAIC Questions]

Choose the CORRECT example of Supervised Learning.

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Suggested Answer: B

The correct answer is B. House price prediction. Supervised learning is a machine learning approach where a model is trained using labeled data. In a house price prediction problem, the training data usually contains property features such as size, location, number of rooms, age of the house, and past selling prices. The known selling price acts as the label or target value. The model learns the relationship between the input features and the price, then predicts prices for new houses.

A driverless car is not the best single example because autonomous driving uses a combination of AI techniques, including supervised learning, reinforcement learning, computer vision, sensor fusion, planning, and control systems. ChatGPT is a generative AI language model and is not typically used as the basic example of supervised learning in this context. Since house price prediction directly represents supervised learning with labeled input-output data, the correct answer is B.


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Staci
1 month ago
I think supervised learning is about training models with labeled data, so I’m leaning towards B) House price prediction.
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