Decision Tree Basics

EngrossingLimeTree avatar
EngrossingLimeTree
·
·
Download

Start Quiz

Study Flashcards

12 Questions

What is the graphical approach used to present a payoff table or decision table?

Decision tree

What shape is used to represent the state of nature point in a decision tree?

Circle

What is the direction of computation when calculating the EMV of an alternative or event in a decision tree?

Right to left

What is one of the domains where decision trees are used for classification tasks?

Machine learning

What is one of the applications of decision trees in finance?

Stock market prediction

What is one of the benefits of using decision trees in decision analysis?

Evaluating different courses of action

What is one of the applications of decision trees in the healthcare industry?

Disease diagnosis and treatment planning

What is one of the benefits of using decision trees in manufacturing quality control?

Identifying the root cause of malfunctions

What is one of the challenges of using decision trees?

Prone to overfitting

What is one of the advantages of decision trees?

Easy to interpret

What is one of the applications of decision trees in manufacturing?

Fault diagnosis and troubleshooting

What is one of the challenges of using decision trees with continuous variables?

They typically require discretizing continuous variables

Learn about the graphical representation of decision trees, including decision points, state of nature points, and alternatives. Understand how to compute the expected monetary value (EMV) of an alternative or event.

Make Your Own Quizzes and Flashcards

Convert your notes into interactive study material.

Get started for free

More Quizzes Like This

Decision Trees in Data Classification
18 questions
Decision Tree Basics
10 questions

Decision Tree Basics

ComplementaryDobro8434 avatar
ComplementaryDobro8434
Use Quizgecko on...
Browser
Browser