a) Which attribute would information gain choose as the root of the tree? b) Draw the decision tree that would be constructed by recursively applying information gain to select roots of sub- trees, as in the Decision-Tree-Learning algorithm. c) Generate Decision rules from decision tree. S# Holiday Weather Paper Picnic (Category) Yes Rainy easy No 2 Yes Rainy Difficult No 3 Yes Rainy Difficult Yes Yes Sunny Difficult Yes Yes Sunny easy Yes Yes Sunny easy No Yes Rainy Difficult No Yes Sunny Difficult Yes No Sunny Difficult No No Rainy Difficult No 4 5 6 7 8 9 10

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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a) Which attribute would information gain choose as the root
of the tree?
b) Draw the decision tree that would be constructed by
recursively applying information gain to select roots of sub-
trees, as in the Decision-Tree-Learning algorithm.
c) Generate Decision rules from decision tree.
S#
Holiday Weather
Paper
Picnic
(Category)
1
Yes
Rainy
easy
No
2
Yes
Rainy
Difficult
No
3
Yes
Rainy
Difficult
Yes
Yes
Sunny
Difficult
Yes
Yes
Sunny
easy
Yes
Yes
Sunny
easy
No
Yes
Rainy
Difficult
No
Yes
Sunny
Difficult Yes
No
Sunny
Difficult No
No
Rainy
Difficult No
4
5
6
7
8
9
10
Transcribed Image Text:a) Which attribute would information gain choose as the root of the tree? b) Draw the decision tree that would be constructed by recursively applying information gain to select roots of sub- trees, as in the Decision-Tree-Learning algorithm. c) Generate Decision rules from decision tree. S# Holiday Weather Paper Picnic (Category) 1 Yes Rainy easy No 2 Yes Rainy Difficult No 3 Yes Rainy Difficult Yes Yes Sunny Difficult Yes Yes Sunny easy Yes Yes Sunny easy No Yes Rainy Difficult No Yes Sunny Difficult Yes No Sunny Difficult No No Rainy Difficult No 4 5 6 7 8 9 10
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