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Oracle Exam 1Z0-1122-23 Topic 1 Question 17 Discussion

Actual exam question for Oracle's 1Z0-1122-23 exam
Question #: 17
Topic #: 1
[All 1Z0-1122-23 Questions]

What is the difference between classification and regression in Supervised Machine Learning?

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Suggested Answer: A

Classification and regression are two subtypes of supervised learning in machine learning. The main difference between them is the type of output variable they deal with. Classification assigns data points to discrete categories based on some criteria or rules. For example, classifying emails into spam or not spam based on their content is a classification problem because the output variable is binary (spam or not spam). Regression predicts continuous values for data points based on their input features. For example, predicting house prices based on their size, location, amenities, etc., is a regression problem because the output variable is continuous (house price). Classification and regression use different types of algorithms and metrics to evaluate their performance.Reference::Oracle Cloud Infrastructure AI - Machine Learning Concepts,Classification vs Regression in Machine Learning | by ...


by Salina at Apr 26, 2024, 10:54 AM

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Eladia
5 months ago
That makes sense now. Thanks!
upvoted 0 times
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Malcom
6 months ago
I agree. Classification assigns categories, regression predicts numbers.
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Amira
6 months ago
Yeah, classification is about categories, regression deals with continuous values.
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Amie
7 months ago
I think the answer is A.
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Lucina
7 months ago
Not really. I find these terms a bit confusing.
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Eladia
7 months ago
This question seems straightforward, doesn't it?
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