the data provided from the image below. Add one more attribute, that is the average subscriber total talk time. Discretize each attribute by splitting it into three equal parts e.g. high; low; mid. The applicable attributes now are Calls, SMS, Average Total talk time. Using the ID3 decision tree algorithm, establish the root node of your decision tree

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Use the data provided from the image below. Add one more attribute, that is the average subscriber total talk time. Discretize each attribute by splitting it into three equal parts e.g. high; low; mid. The applicable attributes now are Calls, SMS, Average Total talk time. Using the ID3 decision tree algorithm, establish the root node of your decision tree

Subscriber
Calls
Length
SMS
Customer Class
1
1.9
0.7
5.1
student
2
6.5
1.5
7.2
employee
3
1.5
0.9
5.6
student
4
9.2
0.9
4.5
employee
5
5.1
2.2
10.2
employee
1.7
0.6
4.5
student
7
3.5
0.4
5.3
student
12.1
0.5
2.5
employee
9
8.2
0.8
4.9
employee
10
6.1
0.4
4.9
student
Transcribed Image Text:Subscriber Calls Length SMS Customer Class 1 1.9 0.7 5.1 student 2 6.5 1.5 7.2 employee 3 1.5 0.9 5.6 student 4 9.2 0.9 4.5 employee 5 5.1 2.2 10.2 employee 1.7 0.6 4.5 student 7 3.5 0.4 5.3 student 12.1 0.5 2.5 employee 9 8.2 0.8 4.9 employee 10 6.1 0.4 4.9 student
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