Working principle of Decision Tree

Working principle of Decision Tree

Assessment

Interactive Video

Engineering, Information Technology (IT), Architecture, Social Studies

University

Hard

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the primary purpose of a decision tree classifier?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how a decision tree uses features to make predictions.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the concept of a pure subset in the context of decision trees.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How does a decision tree handle uncertainty in predictions?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the three types of nodes in a decision tree?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What factors can lead to incorrect predictions by a decision tree?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of the random forest algorithm in improving predictions?

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