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ML SVM quiz

Authored by Maher Alndiwee

Computers

12th Grade

Used 1+ times

ML SVM quiz
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8 questions

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1.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

What is the main objective of Support Vector Machines (SVM)?

To minimize the separation between data points

To ignore the training features

To maximize the number of support vectors

To find an optimal boundary between the possible outputs

2.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

Which kernel function is NOT commonly used in SVM?

Polynomial

Radial Basis Function (RBF)

Linear

Exponential

3.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

How does SVM handle multiclass classification?

By directly supporting multiclass classification

By breaking down the problem into multiple binary classification problems

By using clustering algorithms

By ignoring the class labels

4.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

What is the One-to-Rest approach in multiclass classification using SVM?

A binary classifier per each pair of classes

A regression analysis

A binary classifier per each class

A clustering algorithm

5.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

Which real-world problem is commonly solved using multiclass classification with SVM?

Predicting weather patterns

Classifying news articles

Identifying spam emails

Detecting credit card fraud

6.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

What are Support Vectors in SVM?

Data points with the minimum distance to the hyperplane

Data points with the average distance to the hyperplane

Data points with no relation to the hyperplane

Data points with the maximum distance to the hyperplane

7.

MULTIPLE CHOICE QUESTION

45 sec • 1 pt

What is the purpose of the kernel function in SVM?

To perform complex data transformations

To remove outliers from the data

To decrease the dimensionality of the data

To increase the complexity of the data

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