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USAII CAIC Exam - Topic 6 Question 2 Discussion

Posted by Van on May 11, 2026 at 01:59 PM

Choose the CORRECT example of Supervised Learning.

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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26 comments · newest first
KE
Kerrie 1 day ago
A) Driverless car could also fit, right? It learns from labeled data too.
NA
Naomi 7 days ago
Agreed! It uses labeled data to predict prices.
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Von 12 days ago
I think B) House price prediction is the best choice. It's a clear supervised learning example.
KA
Kasandra 17 days ago
I thought all of them could fit, but maybe not!
MI
Minna 22 days ago
Driverless cars use supervised learning too, right?
EL
Eladia 27 days ago
Wait, are you sure about ChatGPT?
AN
Anjelica 1 month ago
Totally agree, supervised learning needs labeled data.
VE
Verda 1 month ago
B) House price prediction is a classic example!
GE
Geoffrey 1 month ago
D) All of the above seems too broad, right?
LU
Luisa 2 months ago
I thought driverless cars used reinforcement learning mostly?
AL
Alonso 2 months ago
Wait, isn't ChatGPT also trained with supervised methods?
LA
Lang 2 months ago
Totally agree, supervised learning needs labeled data!
KA
Karan 2 months ago
B) House price prediction is a classic example.
RY
Ryan 2 months ago
House prices are definitely a supervised learning task!
LO
Louis 2 months ago
D) All of the above seems too broad, I don't think so.
LA
Latricia 3 months ago
Wait, are you sure about that? What about A?
UN
Una 3 months ago
Totally agree, supervised learning is all about labeled data!
GR
Graham 3 months ago
B) House price prediction is a classic example.
DE
Delisa 3 months ago
I feel like D) All of the above could be a trick option, but I lean towards B) as the most straightforward example of supervised learning.
DO
Dorothy 3 months ago
I practiced a similar question, and I think the answer is B) House price prediction because it uses historical data to predict future prices.
MO
Mose 3 months ago
I'm not entirely sure, but I remember something about driverless cars using a lot of data. Could that be supervised learning too?
TY
Tyra 4 months ago
I think supervised learning involves labeled data, so B) House price prediction seems right to me.
ME
Merri 4 months ago
I’m pretty sure the correct answer is B) House price prediction since it clearly involves predicting a value based on input features.
DE
Delsie 4 months ago
I’m confused because I feel like C) ChatGPT uses supervised learning too, but I’m not confident about that.
TO
Tomas 4 months ago
I remember practicing a question similar to this, and I think A) Driverless car could also involve supervised learning, but I'm not entirely sure.
ST
Staci 6 months 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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