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AI Exam - Machine Learning Fundamentals

Authored by Regino Vll Guinto

Information Technology (IT)

University

Used 2+ times

AI Exam - Machine Learning Fundamentals
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50 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main goal of classification in supervised learning?

Grouping similar items

Predicting a category label

Reducing dimensions

Finding missing data

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is an example of a classification problem?

Predicting the price of a car

Identifying spam emails

Estimating rainfall in a year

Calculating average score

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What type of data does classification typically deal with?

Continuous values

Numeric-only

Categorical labels

None of the above

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of these could be an output of a classification algorithm?

12.8

Red, Green, Blue

3.14159

-2.7

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the goal of regression in supervised learning?

To separate clusters

To estimate continuous values

To label categories

To organize files

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a regression task?

Predicting if a patient has diabetes

Predicting stock price tomorrow

Classifying types of fruits

Identifying handwritten digits

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What kind of output is produced by regression models?

Binary

Text-based

Continuous numeric

Discrete classes

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