Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

In this question, you will use the ID3 algorithm to create a decision tree for the dataset given below. There are three Boolean attributes

 

In this question, you will use the ID3 algorithm to create a decision tree for the dataset given below. There are three Boolean attributes X1, X2, and X3 and a Boolean class attribute. Be sure to show detailed calculations for each step including entropy and information gain values. Draw a plot of the final tree that you obtain and show the class labels for the leaf nodes. Also indicate the set of instances that are associated with each leaf node. Instance 1234567 8 9 10 X1 1 0 0 1 0 1 0 1 0 1 X2 0 1 0 0 0 1 1 0 0 0 X3 0 0 0 1 0 0 1 0 0 0 Class 1 1 0 0 0 1 0 1 0 1

Step by Step Solution

3.42 Rating (130 Votes )

There are 3 Steps involved in it

Step: 1

Answer ID3 algoerithm for decision toces first wel... blur-text-image

Get Instant Access with AI-Powered Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Document Format ( 2 attachments)

PDF file Icon
635e184d07779_181411.pdf

180 KBs PDF File

Word file Icon
635e184d07779_181411.docx

120 KBs Word File

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Systems analysis and design

Authors: kenneth e. kendall, julie e. kendall

8th Edition

135094909, 013608916X, 9780135094907, 978-0136089162

More Books

Students also viewed these Accounting questions

Question

Create a decision tree for Problem 12.

Answered: 1 week ago

Question

The domain of the variable in the expression x 3/x + 4 is________.

Answered: 1 week ago

Question

Describe what is meant by a distributed system.

Answered: 1 week ago