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Types of Machine Learning Quiz

Authored by Michael Jimenez

Computers

Professional Development

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Types of Machine Learning Quiz
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15 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is supervised machine learning?

Training models using data with known labels

Training models using only label values

Training models using data without known labels

Training models using only feature values

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What type of machine learning is regression?

Unsupervised machine learning

Supervised machine learning

Reinforcement learning

Semi-supervised machine learning

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In binary classification, what does the label determine?

The weight of the observed item

Whether the observed item is an instance of a specific class

The size of the observed item

The color of the observed item

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main form of unsupervised machine learning?

Binary classification

Clustering

Regression

Classification

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does a clustering algorithm identify?

Similarities between observations based on their features

Differences between observations based on their features

Similarities between observations based on their labels

Differences between observations based on their labels

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the label predicted by regression models?

A numeric value

A true/false prediction

A categorization

A binary outcome

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does multiclass classification extend from?

Unsupervised machine learning

Binary classification

Regression

Clustering

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