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Oracle Exam 1Z0-1122-23 Topic 1 Question 15 Discussion

Actual exam question for Oracle's 1Z0-1122-23 exam
Question #: 15
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 Elza at Apr 10, 2024, 08:23 AM

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Eladia
8 hours ago
I think the difference is that classification assigns data points to categories.
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Cherelle
22 days ago
Personally, I find regression a bit more intuitive than classification. But that's just my opinion as a self-proclaimed 'data nerd'.
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Fidelia
24 days ago
I wonder if the exam writer is trying to trick us with these answer options. They look a bit too similar for my liking.
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Ilene
25 days ago
Okay, let's think this through logically. Classification deals with discrete categories, while regression handles continuous values. I'm pretty sure that's the key difference.
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Elbert
26 days ago
Ah, the age-old debate: classification vs. regression. This is a classic machine learning question.
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An
28 days ago
Hmm, I think I know the answer, but I'm a little unsure. Let's hear what the others have to say.
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Latonia
1 months ago
Wow, this question really tests our understanding of the fundamental differences between classification and regression. I'm confident I can nail this one!
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