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Oracle Exam 1Z0-1122-23 Topic 1 Question 19 Discussion

Actual exam question for Oracle's 1Z0-1122-23 exam
Question #: 19
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 Marylin at May 18, 2024, 12:00 PM

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Kristofer
6 months ago
I heard the exam proctors are using regression analysis to predict how many candidates will pass this question. The results are not looking good...
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Leslee
6 months ago
D sounds like it was written by someone who's been drinking too much regression juice. A is the way to go, my friends.
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Antonette
6 months ago
Wait, is C a trick question? I'm pretty sure that's not how it works. I'll go with A to play it safe.
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Amie
5 months ago
Yeah, C is definitely not correct. A is the safer choice.
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Kenia
5 months ago
I agree, regression predicts continuous values.
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Noble
5 months ago
I think A is the correct answer. Classification assigns data points to categories.
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Malika
6 months ago
Hmm, I thought they were both used for continuous values. But A sounds right, I guess I need to review my notes.
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Paola
5 months ago
Telma: I guess I need to review my notes.
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Telma
5 months ago
A) Classification assigns data points to categories, whereas regression predicts continuous values.
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Leonie
6 months ago
I thought they were both used for continuous values.
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Tresa
7 months ago
Easy peasy! Classification is for categories, regression is for continuous values. A all the way!
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Lennie
6 months ago
Exactly! Classification is for categories and regression is for continuous values.
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Slyvia
6 months ago
A) Classification assigns data points to categories, whereas regression predicts continuous values.
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Jolanda
6 months ago
Exactly! Classification is for categories and regression is for continuous values.
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Paris
6 months ago
A) Classification assigns data points to categories, whereas regression predicts continuous values.
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Marta
6 months ago
Exactly! Classification is for categories, regression is for continuous values.
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Leah
6 months ago
A) Classification assigns data points to categories, whereas regression predicts continuous values.
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